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Jeremy Kidwell
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static/files/bookdown/data_ethics-law_course/01-Overview.md
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# Can you use stuff online for research?
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In this video, we discuss the overarching question that occupies this module. You can watch the video, and read the transcript below.
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## iframe / video here
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## Video Transcript:
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JK: In this module, we'd like to focus on a particular question:
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AF: "Can you use stuff online for research?"
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JK: This is one of those questions which might seem simple at first hearing, but if recent controversies are any indication, this is anything but the case.
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AF: As we see it, the word "can" works out in two different ways - "can you use stuff" might be framed as a "legal" question...
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JK: Or as an "ethical" one. Lucky for you, I'm an ethicist and he's a lawyer. So we're going to try and combine our expertise as we think together on the issues that arise around digital data and research.
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AF: The legal issues get complicated pretty fast: do we have the legal right or ability to use content found online? What are the legal aspects around using online materials for research? Can we simply use it, do we need permission/ a licence from the platform/ website, from the publisher or from the author/ creator/ uploader of the content? What about the new data protection regime? What is our legal basis for processing personal data? Is the individual concerned aware of this? Do they need to be?
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JK: Of course, legal concerns overlap with ethical ones - the original lawyers (and some of the current ones) were philosophers after all. But there are some differen emphases when we consider this question from an ethical perspective... the word at the start of our question changes a bit, perhaps from "can" to "should we use content we find online"? The content may be ok from the legal aspect, it may be free from any copyright restrictions, but there may be ethical issues that arise in using the content or data for a research purposes. In subsequent sessions, we'll be talking about the idea of informed consent and how it gets more complicated in the digital realm, especially with the rise of social media.
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AF: For each of our sessions, we'll be looking at examples and case studies from recent events to explore how legal and ethical aspects intersect to influence research using digital content. We will talk about a ‘selfie monkey’ who raised some fundamental questions about the nature of copyright and ownership. We’ll explore the recent ‘Cambridge Analytica’ case and the sometimes unexpected (or unauthorised) uses social media data might get exposed to. We'll also talk about the rise of "big data" and the problems surrounding "anonymous" data in this era of cloud computing.
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JK: We hope you'll stick around for the whole module and work your way through the materials we've provided here. You'll find that there is a bit of something for everyone, whether you're completely new to the idea of research ethics, or if you're an old hand and want to dig deeper into some of the complexities of the issues.
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static/files/bookdown/data_ethics-law_course/02-Session1.md
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# Exploring the world of user-generated data
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## Video
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## Transcript (Jeremy Kidwell speaking)
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You've probably heard by now of the company "Cambridge Analytica" [recently renamed to Emerdata](https://www.theregister.co.uk/2018/05/02/cambridge_analytica_shutdown/). As several media outlets reported in 2017, a little known firm called Cambridge analytica surprised many by claiming that their "evolutionary approach to data-driven communication has played such an integral part in President-elect Trump's extraordinary win." As details emerged, it became clear that this was not mere bluster, but that this firm had managed to amass a trove of personal data about individuals, as the Washington Post suggested, up to 5000 pieces of data on each American citizen and then sought to nudge or manipulate voting behaviours by creating highly-targetted content, including ads on major social media platforms and so-called "fake news" stories.
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Data ethics is always easier in hindsight, but I'd like to nonetheless look into the structure of this data collection to raise some issues about how data gets "out there" in the first place.
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Facebook is a central character in this story about data and this isn't surprising given their dominance of internet communication in recent years. In some cases, more persons answering surveys claim to be using facebook than the internet. While this is logically impossible - facebook is merely a service which sits on top of the internet, at least for now – it gets towards the ubiquity of facebook use. Given this centrality, it is sensible to begin our look here to see how things are in terms of data. The story of privacy and data protection on facebook is, to be generous, an evolving one. Much of the data that users put on facebook was completely public until 2012, including the complete catalogue of your "likes". For a company like Cambridge Analytica, this information was pure gold - enabling them to build up what psychologists call a "psychometric" profile using this data. If this information was on the internet in plain sight, could any user have assumed that their activity on facebook was private? Should they have? Since likes were made private, facebook has had a number of "gaffes" in which new features or [bugs](https://www.cnbc.com/2018/06/07/facebook-bug-made-private-posts-of-up-to-14-million-users-public.html) have forced this data back out into the public. Much of the reporting of the cambridge analytica scandal have referred to their access of data as a "breach" implying that Facebook had been trying to keep data that users generated private in good faith and that this company had found improper or possibly even illegal ways to harvest it, but this is actually quite misleading. Companies like CA – and it is worth noting that there are probably hundreds of [other similar operations](https://www.zdnet.com/article/data-firm-leaks-48-million-user-profiles-it-scraped-from-facebook-linkedin-others/) which have been harvesting similarly massive datasets - can put together millions of tiny pieces of tiny information scattered across the internet - the number of contacts you have on a social network platform, or the number of profile pictures you've cycled through, hint at personality traits.
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The controversial part that some persons are (in my opinion inaccurately) calling a breach relates to another approach that CA took on, shortly after facebook began to make its data privacy policies a bit less free-wheeling. They used [Amazon's mechanical turk platform](https://www.fastcompany.com/40548348/how-amazon-helped-cambridge-analytica-harvest-americans-facebook-data), where companies can hire consultants to do tiny tasks for small sums of money, sometimes just a single pound (or dollar in this case) to answer a personality survey. Over 200k persons answered this survey, which had a hidden gem at the end - users were asked to share their facebook profiles, with their (now private) likes and friends. Thousands compiled unwittingly. Some people who took the survey complained to Amazon that this violated Amazon's terms of service, but Amazon didn't discontinue the surveys until more than a year later.
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Is this kind of data collection ethical? Well, I'll get into these kinds of questions from the perspective of a researcher a bit later, after we hear about the monkey selfie. For now, I want us to start thinking about ourselves as generators of data. This is a good ethical exercise, to place ourselves in a situation and see how we feel - so that we turn this dynamic around and begin to think of ourselves as collectors (and not producers) of data, we have some sensitivity to how things might be a bit complex.
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For this session, we'd like to have you try a few exercises which will get you acquainted with the idea of "terms and conditions". You've likely seen dozens of T&C's as they're called by now, but because they're all in legalese and often dozens of pages long, we hardly ever read them. In fact, the Guardian reported in 2011 that [less than 7% of Britons](https://www.theguardian.com/money/2011/may/11/terms-conditions-small-print-big-problems) ever read T&C's and that 1/10 would rather read the whole phone book. Another [more recent study](https://www.theguardian.com/technology/2017/mar/03/terms-of-service-online-contracts-fine-print) found that only 1 in 4 students take the time to read terms and conditions. Jonathan Obar at York University did a study which found that it would take the average user 40 minutes a day to actually read through privacy and T&C documents in which they're implicated. Yep, that's 40 minutes out of every single day.
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Whether this situation is deliberate as some scholars have suggested, or merely an unforunate accident, there's a problem here relating to user literacy of data policies. So we're going to ask you to actually read through one of these documents and then to debrief how this knowledge changes your perspective on putting your data on social network platforms. We're also going to ask you to do an informal study of a digital chat.
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We hope you'll find this exercise illuminating, and will look forward to telling you about that monkey selfie in our next session.
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# Exercise 1
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As we mentioned in the video, we'd like you to begin by reading the Terms and Conditions for Facebook. Before you begin read, write some notes on what you expect to find and how you think it will be structured.
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Open the T&Cs for Facebook here: (https://www.facebook.com/terms)
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When you're finished, take a moment to reflect on your reactions to the T&Cs. Write at least two paragraphs summarising your experience of reading, what you found surprising, what you expected but didn't find there, and generally what you took away from the experience of reading.
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Now, read over one of the following summaries which have been writtn about Facebook's T&C's:
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- Vice, ["I Asked a Privacy Lawyer What Facebook's New Terms and Conditions Will Mean for You"](https://www.vice.com/en_us/article/kwp5vx/i-asked-a-lawyer-how-facebooks-new-terms-will-affect-my-online-life-183)
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- Huffington Post, ["Didn't Read Facebook's Fine Print? Here's Exactly What It Says"](https://www.huffingtonpost.co.uk/entry/facebook-terms-condition_n_5551965?guccounter=1)
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It is worth noting: these two documents detail the terms and conditions in 2014-2015. A very important part of the story about online T&Cs, however, is that they are constantly changing ([read more about this here](https://www.wired.com/story/facebook-a-history-of-mark-zuckerberg-apologizing/?mbid=BottomRelatedStories)).
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Taking the Facebook T&Cs document as an example for your own posting on various online platforms (or imagining that you do) how does this knowledge change your perspective on putting your data on social network platforms?
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If you're participating in a course at Birmingham University, please share this reflection on the canvas forum and react in writing to what at least two other course participants have written.
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# Exercise 2 - documentary analysis
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For your next exercise, we'd like to stick with the facebook theme and have you to conduct an informal study of a digital chat in an online forum. Facebook has a range of privacy settings for their groups ([you can read more about public, closed and secret fb groups here](https://www.eff.org/deeplinks/2017/06/understanding-public-closed-and-secret-facebook-groups) and [here](https://www.lifewire.com/facebook-groups-4103720)), but for this exercise, we'd like you to focus on one of the large public groups, for reasons which will become clear below.
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If you have a facebook account, and don't mind using it (we will completely understand if you don't or prefer not to - see below for more on this), navigate to the Facebook group directory: (https://www.facebook.com/groups/?category=discover). For this exercise, you need to avoid groups which are "closed" or "private" even if you're already a member. Facebook does not have a feature which you can use to search for a public (as opposed to private or closed) group, so your best bet is to run a search for the term "public group". Be careful, some groups may have chat with offensive content. Try to avoid groups which centre around sensitive topics. For this example, we ran a search for "public group" and in the list which came up, one was a group called "Tea & Empathy (PUBLIC GROUP)" which the description tells us is "... a national, informal, peer-to-peer support network aiming to foster a compassionate and supportive atmosphere throughout the NHS." Search for a different group, but make sure it has at least 500 members, so that there will be an active chat for the exercise below.
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Now, click on "discussion" on the bar to the left to filter just discussion postings. Spend an hour reading through the threads and taking some notes towards a documentary analysis. What types of information are people sharing in the group? Are there any persons contributing data to this group sharing personal information? Now that you have a level of understanding of the facebook T&Cs can you find any data here that a person might not want to post if they had the same level of understanding? Do you think that it would be ethical for a scholarly researcher or marketing consultant to make use of this data?
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Write up a brief (but at least two paragraphs - 8-10 sentences) report. This should be strictly anonymised, i.e. don't mention any specific users in your report. Imagine that you are a consultant who has been hired to detect user literacy about platform T&Cs. Summarise what you've found and your appraisal of the nature of this online chat.
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Note: if you'd prefer to avoid using facebook. Here's an alternative approach: check out one of the major alternative chat platforms. We'd recommend you start with something like StackExchange and browse to their [directory of sites](https://stackexchange.com/sites#lifearts). Scroll through the Q&A and see if you can answer the questions as above.
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# Exercise 3 - reading!
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Based on what you've found provocative or interesting so far, spend some time reading further about the content we've discussed. There are a range of options we've highligted below.
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# Reading:
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- Survey re: facebook users
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- https://motherboard.vice.com/en_us/article/mg9vvn/how-our-likes-helped-trump-win
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- https://www.theguardian.com/news/2018/mar/17/cambridge-analytica-facebook-influence-us-election
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- https://www.fastcompany.com/40550423/how-facebook-blew-it
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- https://www.npr.org/2016/08/23/491024846/do-you-read-terms-of-service-contracts-not-many-do-research-shows
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- https://www.theatlantic.com/technology/archive/2012/03/reading-the-privacy-policies-you-encounter-in-a-year-would-take-76-work-days/253851/
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- http://journals.uic.edu/ojs/index.php/fm/article/view/7350
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# Other media:
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- Film: ["Terms and Conditions May Apply"](http://tacma.net/) summarised in the [Huffington Post](https://www.huffingtonpost.com/mark-weinstein/terms-and-conditions-may-_b_3692883.html)
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static/files/bookdown/data_ethics-law_course/03-Session2.md
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# Copyright, licenses, and data as property?
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iframe / video here
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transcript below:
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Selfie monkey
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UK copyright talks about the author of a work being the person that creates the copyright work: the person that holds the pen or paintbrush the musician strumming the guitar. If the creator is employed or commissioned to produce the work their contract may say something different. Copyright applies to written text based works, images, music, film and various other media. It arises as soon as the content is create and does not require any registration, or expression of the right. It is just exists.
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Copyright applies equally in the physical and digital world and typical lasts for 70 years after the death of the author. Copyright in a journal article is the same in the print and the e version. Webpages and content found online then is subject to the usual copyright rules. It requires no registration and it doesn't matter if something has the copyright symbol on it or- it is copyright protected. If it has copyright then, someone owns it. If someone owns copyright, that gives them the right to control who has access to it as well as if and how they can use it. Just because something is online and open for access, it does not necessarily mean that it is free to be used. Public domain in the openly available, in the 'out there' sense does not mean it is Public Domain, that is free from any rights.
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Copyright does allow some uses without the permission or consent of the author or owner. What this means is that although the owner can control who accesses and uses their work, the public can still use it in certain limited situations. These permitted acts include non-commercial research, and criticism and review. More details on these exceptions in a research context are provided in the articles complementing this section.
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Some of you may have heard of a photographer name David Slater who spent some time in the jungles of Indonesia. He found a troupe of Crested Black Macaques and started taking pictures. Such is their nature that they were curious and started to explore the equipment and ended up taking lots and lots of images.
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(insert Monkey selfie image & reference)
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I'm sure you'll agree that the photo is fantastic and David thought so to. When he got home began emailing publishers and newspapers and eventually in was published in the UK press- that's when the trouble started. The image was picked up by other blogs and newspapers and eventually by Wikipedia who used it on their definition of the species , . (Interestingly Wikipedia also now has a page on the dispute itself .) David complained claiming his copyright and licensing fees over the image.
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Is he right?
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Who owns the copyright? The photographer or the macaque?
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These are questions that have rumbled on since 2011 when David first released the image and subsequently when Wikipedia used the image. They found themselves at the heart of a public debate on to mainstream media when PETA sued David on behalf of the Macaque claiming the copyright on their behalf. Even Mock the Week the week got in on the action .
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While the copyright debate continues to puzzle the season Intellectual Property professionals and international media alike , David himself says the financial and personal cost to him has been huge. Speaking in July 2017 David was unable to represent himself in the PETA case and is struggling financially, despite the image being internationally famous. Regardless of the copyright aspect, we need to be aware that our actions can impact on the livelihood of individuals and their dependents.
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What this all means then that copyright in the digital world is a complex but important part of research literacy. Researchers and professionals should factor in copyright as important element when considering what you content might use in a research context. We can see that copyright is not the only or most important consideration, despite what I might think. It should be balanced with other components of the research activity.
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We'd now like to you go through a couple of exercises looking at copyright in the digital world. Look back at the Facebook terms think about who owns data you post on Facebook? What permission does Facebook have to use your content? Your pictures? Were you aware of this? Following that we'll get you to look at copyright licences and consider how you might license your content, if you were a copyright owner. We'll also get you to explore the nuance of the Monkey Selfie in some more detail.
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# Confidentiality, anonymity, consent, and privacy
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iframe / video here
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# Transcript of the video:
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Data is used in a huge variety of ways, in fact, with the rise of digital platforms, social media, and big data, as we highlighted in our second session, few few aspects of our lives are "off limits". To be fair, it's not as if platforms like Google and Facebook have invented the idea of "data," for decades scholarly researchers have been collecting and analysing data in ways that they hope will improve the quality of life for countless individual people.
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Let me give you one example of what I see as a benevolent kind of data collection. In recent years, DNA sequencing has become incredibly fast, efficient, and also inexpensive. Many issues with human health and disease have genetic components, and access to information about a range of human genomes can really help researchers to accelerate the pace of research and look for new areas of impact.
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Though there are some movements encouraging people to share personal genetic data openly (especially given the way some of these genomic databases are privatised and expensive to access) there are expectedly rare. Instead, in most cases people who contribute their personal genomic data to research do so on the expectation that their contributions will be made confidential or anonymous.
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I'm sure that some of you will already be aware of research concepts like confidentiality, but it's helpful to pause and highlight what are three fundamental aspects of empirical research before we continue this discussion.
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The first "core concept" in research ethics is
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* Informed consent: Regardless of privacy concerns, it is a fundamental right of any person participating in research that they consent to participation in a given study. Though we may imagine that consent can be implied sometimes, our ability to "read" people simply isn't that trustworthy. Consent cannot be assumed. This means that research subjects must be informed of the study, how it will work, and what the data will be used for - and then given the opportunity to choose whether to participate or not.
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The research arm of Facebook conducted a study in 2012, the results of which were published in the journal PNAS. For a brief period, they deliberately skewed the news for 689,003 people to emphasise either positive emotional content or negative emotional content. Researchers wanted to see if this had an impact on the way users used the platform. What they found was not surprising, it did have an impact. What did surprise this research team was the outcry by a wide range of academic researchers suggesting (rightly) that they had not observed the principle of informed consent. You can read the eventual expression of "editorial concern" by PNAS editors to see their repentance for publishing this article.
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Informed consent isn't the whole picture, however. In many cases, as I've already suggested above, users might not be willing to participate in a study if their resposes were to be made public. So, one of the fundamental ways that researchers approach data ethics is to remove personally identifiable data. In some cases, identities are known to researchers but made confidential, such that the readers of research publication cannot identify individual persons. In other stricter cases, research subjects are anonymised, so that even researchers in their notes do not preserve the specific identity of the people contributing data. They are just "subject 1" "subject 2" and so on.
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[lower thirds information with key terms here in videography]
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In 2013 a team of scientists from MIT released a study with shocking results. Through some clever data analysis techniques, they had found a way to de-anonmise a major genomic database. You can read more about this later. There have also been subsequent studies by other research teams de-anonymising other anonymised research databases. Much like cambridge analytica, these researchers gathered together millions of small fragments of data together and then tested for compatibility against these databases. In the case of the work by this team at MIT, they were able to de-anonymise 50 out of 1000 subjects in that study. In other cases the rate has been much worse.
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So what does this mean for research ethics? Simply put, in this new internet age, we can just use "subject 1" and "subject 2". Our computers are powerful enough, and our lives public enough that clever people can reverse engineer them. There are two possible ways to respond to this new context for digital data.
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First, researchers can try to lock down their data sets, ensuring that they are stored in secure digital repositories. What makes a digital repository secure? A whole lot of things - good passwords (and not ones which need to be changed every six months), strong and consistent network security and data privacy policies, clear ways to classify the levels of sensitivity of a given data-set, well-trained staff... etc. I've included some articles you can read here if you want to learn a bit more about how to set up a proper data vault.
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But as the range of high-profile hacks in recent years indicate, organisations very rarely check all these boxes, and so even secured data can be at risk of breach.
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This continued risk has led some researchers to take up another option, to pursue alternative research methods which do not emphasise privacy and confidentiality, but rather active participation by research subjects. To be fair, this will only work in certain contexts, definitely not in the context of highly sensitive data or in studies conducted with vulnerable people. But many researchers are having innovative and surprising results with participatory studies. We can involve research subjects in the design of a study, enable them to help us interpret the results, and make their voices known. The advantage here is that a study turns from a faceless mass into a specific group of unique people.
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This is a brave new digital world that we're working in, to be sure. And it can be easy to ignore the risks associated with data generation and use in our excitement for new research and horizons to be explored. Research is fun, exciting, and often empowering. I like to say that the task of a researcher is to help people tell their stories. We need to be sure that we do this in a way that empowers those individuals and not just ourselves. And this means that we need to make responsible choices about research design and data management.
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In the tasks for this session, we're going to have you do a deep dive into some of the studies we've mentioned briefly here and then to write up a brief reflection on what you'd like to make your own research design ethic. In the next session, we're going to wrap-up and try to explore some of the ways that we can move forward as researchers in the midst of these very complicated scenarios that we've shared with you so far.
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# Resources:
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- "Genealogy Databases Enable Naming of Anonymous DNA Donors" http://science.sciencemag.org/content/339/6117/262
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- The full technical report, "[Identifying Personal Genomes by Surname Inference](http://science.sciencemag.org/content/339/6117/321)"
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- http://www.pnas.org/content/pnas/111/24/8788.full.pdf
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- PNAS Editorial expression of concern:
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- https://www.hhs.gov/ohrp/regulations-and-policy/regulations/common-rule/index.html
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# Final Steps - How do we decide what to do?
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<!DOCTYPE html>
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<html >
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<head>
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<meta charset="UTF-8">
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<meta http-equiv="X-UA-Compatible" content="IE=edge">
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<title>what can I do with stuff I find online?</title>
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<meta name="description" content="A short course on the ethics and legality of working with data">
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<meta name="generator" content="bookdown 0.7 and GitBook 2.6.7">
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<meta property="og:title" content="what can I do with stuff I find online?" />
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<meta property="og:type" content="book" />
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<meta property="og:url" content="http://jeremykidwell.info/files/bookdown/data_ethics-law_course/" />
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<meta property="og:description" content="A short course on the ethics and legality of working with data" />
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<meta name="github-repo" content="kidwellj/data_ethics-law_course" />
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<meta name="twitter:card" content="summary" />
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<meta name="twitter:title" content="what can I do with stuff I find online?" />
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<meta name="twitter:description" content="A short course on the ethics and legality of working with data" />
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<meta name="author" content="Alex Fenlon and Jeremy H. Kidwell">
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<li><a href="./">An OER on the ethics and legality of working with digital data in research</a></li>
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<li class="chapter" data-level="1" data-path="index.html"><a href="index.html"><i class="fa fa-check"></i><b>1</b> Introduction to the module</a></li>
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<li class="chapter" data-level="2" data-path="can-you-use-stuff-online-for-research.html"><a href="can-you-use-stuff-online-for-research.html"><i class="fa fa-check"></i><b>2</b> Can you use stuff online for research?</a><ul>
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<li class="chapter" data-level="3" data-path="exploring-the-world-of-user-generated-data.html"><a href="exploring-the-world-of-user-generated-data.html"><i class="fa fa-check"></i><b>3</b> Exploring the world of user-generated data</a><ul>
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<li class="chapter" data-level="3.2" data-path="exploring-the-world-of-user-generated-data.html"><a href="exploring-the-world-of-user-generated-data.html#transcript-jeremy-kidwell-speaking"><i class="fa fa-check"></i><b>3.2</b> Transcript (Jeremy Kidwell speaking)</a></li>
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|
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<li class="chapter" data-level="11" data-path="transcript-of-the-video.html"><a href="transcript-of-the-video.html"><i class="fa fa-check"></i><b>11</b> Transcript of the video:</a></li>
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<i class="fa fa-circle-o-notch fa-spin"></i><a href="./">what can I do with stuff I find online?</a>
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<h1><span class="header-section-number">Chapter 2</span> Can you use stuff online for research?</h1>
|
||||
<p>In this video, we discuss the overarching question that occupies this module. You can watch the video, and read the transcript below.</p>
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<h2><span class="header-section-number">2.1</span> iframe / video here</h2>
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<h2><span class="header-section-number">2.2</span> Video Transcript:</h2>
|
||||
<p>JK: In this module, we’d like to focus on a particular question:</p>
|
||||
<p>AF: “Can you use stuff online for research?”</p>
|
||||
<p>JK: This is one of those questions which might seem simple at first hearing, but if recent controversies are any indication, this is anything but the case.</p>
|
||||
<p>AF: As we see it, the word “can” works out in two different ways - “can you use stuff” might be framed as a “legal” question…</p>
|
||||
<p>JK: Or as an “ethical” one. Lucky for you, I’m an ethicist and he’s a lawyer. So we’re going to try and combine our expertise as we think together on the issues that arise around digital data and research.</p>
|
||||
<p>AF: The legal issues get complicated pretty fast: do we have the legal right or ability to use content found online? What are the legal aspects around using online materials for research? Can we simply use it, do we need permission/ a licence from the platform/ website, from the publisher or from the author/ creator/ uploader of the content? What about the new data protection regime? What is our legal basis for processing personal data? Is the individual concerned aware of this? Do they need to be?</p>
|
||||
<p>JK: Of course, legal concerns overlap with ethical ones - the original lawyers (and some of the current ones) were philosophers after all. But there are some differen emphases when we consider this question from an ethical perspective… the word at the start of our question changes a bit, perhaps from “can” to “should we use content we find online”? The content may be ok from the legal aspect, it may be free from any copyright restrictions, but there may be ethical issues that arise in using the content or data for a research purposes. In subsequent sessions, we’ll be talking about the idea of informed consent and how it gets more complicated in the digital realm, especially with the rise of social media.</p>
|
||||
<p>AF: For each of our sessions, we’ll be looking at examples and case studies from recent events to explore how legal and ethical aspects intersect to influence research using digital content. We will talk about a ‘selfie monkey’ who raised some fundamental questions about the nature of copyright and ownership. We’ll explore the recent ‘Cambridge Analytica’ case and the sometimes unexpected (or unauthorised) uses social media data might get exposed to. We’ll also talk about the rise of “big data” and the problems surrounding “anonymous” data in this era of cloud computing.</p>
|
||||
<p>JK: We hope you’ll stick around for the whole module and work your way through the materials we’ve provided here. You’ll find that there is a bit of something for everyone, whether you’re completely new to the idea of research ethics, or if you’re an old hand and want to dig deeper into some of the complexities of the issues.</p>
|
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<li class="divider"></li>
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<li class="chapter" data-level="1" data-path="index.html"><a href="index.html"><i class="fa fa-check"></i><b>1</b> Introduction to the module</a></li>
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<h1><span class="header-section-number">Chapter 10</span> Confidentiality, anonymity, consent, and privacy</h1>
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<li><a href="./">An OER on the ethics and legality of working with digital data in research</a></li>
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<li class="chapter" data-level="1" data-path="index.html"><a href="index.html"><i class="fa fa-check"></i><b>1</b> Introduction to the module</a></li>
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<li class="chapter" data-level="2" data-path="can-you-use-stuff-online-for-research.html"><a href="can-you-use-stuff-online-for-research.html"><i class="fa fa-check"></i><b>2</b> Can you use stuff online for research?</a><ul>
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<li class="chapter" data-level="3.2" data-path="exploring-the-world-of-user-generated-data.html"><a href="exploring-the-world-of-user-generated-data.html#transcript-jeremy-kidwell-speaking"><i class="fa fa-check"></i><b>3.2</b> Transcript (Jeremy Kidwell speaking)</a></li>
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</ul></li>
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<li class="chapter" data-level="4" data-path="exercise-1.html"><a href="exercise-1.html"><i class="fa fa-check"></i><b>4</b> Exercise 1</a></li>
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|
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<li class="chapter" data-level="6" data-path="exercise-3-reading.html"><a href="exercise-3-reading.html"><i class="fa fa-check"></i><b>6</b> Exercise 3 - reading!</a></li>
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<li class="chapter" data-level="9" data-path="copyright-licenses-and-data-as-property.html"><a href="copyright-licenses-and-data-as-property.html"><i class="fa fa-check"></i><b>9</b> Copyright, licenses, and data as property?</a></li>
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<li class="chapter" data-level="10" data-path="confidentiality-anonymity-consent-and-privacy.html"><a href="confidentiality-anonymity-consent-and-privacy.html"><i class="fa fa-check"></i><b>10</b> Confidentiality, anonymity, consent, and privacy</a></li>
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<li class="chapter" data-level="11" data-path="transcript-of-the-video.html"><a href="transcript-of-the-video.html"><i class="fa fa-check"></i><b>11</b> Transcript of the video:</a></li>
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<li class="chapter" data-level="13" data-path="final-steps-how-do-we-decide-what-to-do.html"><a href="final-steps-how-do-we-decide-what-to-do.html"><i class="fa fa-check"></i><b>13</b> Final Steps - How do we decide what to do?</a></li>
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<i class="fa fa-circle-o-notch fa-spin"></i><a href="./">what can I do with stuff I find online?</a>
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<h1><span class="header-section-number">Chapter 9</span> Copyright, licenses, and data as property?</h1>
|
||||
<p>iframe / video here</p>
|
||||
<p>transcript below:</p>
|
||||
<p>Selfie monkey UK copyright talks about the author of a work being the person that creates the copyright work: the person that holds the pen or paintbrush the musician strumming the guitar. If the creator is employed or commissioned to produce the work their contract may say something different. Copyright applies to written text based works, images, music, film and various other media. It arises as soon as the content is create and does not require any registration, or expression of the right. It is just exists.</p>
|
||||
<p>Copyright applies equally in the physical and digital world and typical lasts for 70 years after the death of the author. Copyright in a journal article is the same in the print and the e version. Webpages and content found online then is subject to the usual copyright rules. It requires no registration and it doesn’t matter if something has the copyright symbol on it or- it is copyright protected. If it has copyright then, someone owns it. If someone owns copyright, that gives them the right to control who has access to it as well as if and how they can use it. Just because something is online and open for access, it does not necessarily mean that it is free to be used. Public domain in the openly available, in the ‘out there’ sense does not mean it is Public Domain, that is free from any rights.</p>
|
||||
<p>Copyright does allow some uses without the permission or consent of the author or owner. What this means is that although the owner can control who accesses and uses their work, the public can still use it in certain limited situations. These permitted acts include non-commercial research, and criticism and review. More details on these exceptions in a research context are provided in the articles complementing this section.</p>
|
||||
<p>Some of you may have heard of a photographer name David Slater who spent some time in the jungles of Indonesia. He found a troupe of Crested Black Macaques and started taking pictures. Such is their nature that they were curious and started to explore the equipment and ended up taking lots and lots of images.</p>
|
||||
<p>(insert Monkey selfie image & reference)</p>
|
||||
<p>I’m sure you’ll agree that the photo is fantastic and David thought so to. When he got home began emailing publishers and newspapers and eventually in was published in the UK press- that’s when the trouble started. The image was picked up by other blogs and newspapers and eventually by Wikipedia who used it on their definition of the species , . (Interestingly Wikipedia also now has a page on the dispute itself .) David complained claiming his copyright and licensing fees over the image.</p>
|
||||
<p>Is he right?</p>
|
||||
<p>Who owns the copyright? The photographer or the macaque?</p>
|
||||
<p>These are questions that have rumbled on since 2011 when David first released the image and subsequently when Wikipedia used the image. They found themselves at the heart of a public debate on to mainstream media when PETA sued David on behalf of the Macaque claiming the copyright on their behalf. Even Mock the Week the week got in on the action .</p>
|
||||
<p>While the copyright debate continues to puzzle the season Intellectual Property professionals and international media alike , David himself says the financial and personal cost to him has been huge. Speaking in July 2017 David was unable to represent himself in the PETA case and is struggling financially, despite the image being internationally famous. Regardless of the copyright aspect, we need to be aware that our actions can impact on the livelihood of individuals and their dependents.</p>
|
||||
<p>What this all means then that copyright in the digital world is a complex but important part of research literacy. Researchers and professionals should factor in copyright as important element when considering what you content might use in a research context. We can see that copyright is not the only or most important consideration, despite what I might think. It should be balanced with other components of the research activity.</p>
|
||||
<p>We’d now like to you go through a couple of exercises looking at copyright in the digital world. Look back at the Facebook terms think about who owns data you post on Facebook? What permission does Facebook have to use your content? Your pictures? Were you aware of this? Following that we’ll get you to look at copyright licences and consider how you might license your content, if you were a copyright owner. We’ll also get you to explore the nuance of the Monkey Selfie in some more detail.</p>
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<li class="chapter" data-level="3" data-path="exploring-the-world-of-user-generated-data.html"><a href="exploring-the-world-of-user-generated-data.html"><i class="fa fa-check"></i><b>3</b> Exploring the world of user-generated data</a><ul>
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<li class="chapter" data-level="6" data-path="exercise-3-reading.html"><a href="exercise-3-reading.html"><i class="fa fa-check"></i><b>6</b> Exercise 3 - reading!</a></li>
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<li class="chapter" data-level="9" data-path="copyright-licenses-and-data-as-property.html"><a href="copyright-licenses-and-data-as-property.html"><i class="fa fa-check"></i><b>9</b> Copyright, licenses, and data as property?</a></li>
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<li class="chapter" data-level="11" data-path="transcript-of-the-video.html"><a href="transcript-of-the-video.html"><i class="fa fa-check"></i><b>11</b> Transcript of the video:</a></li>
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<section class="normal" id="section-">
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<div id="exercise-1" class="section level1">
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<h1><span class="header-section-number">Chapter 4</span> Exercise 1</h1>
|
||||
<p>As we mentioned in the video, we’d like you to begin by reading the Terms and Conditions for Facebook. Before you begin read, write some notes on what you expect to find and how you think it will be structured.</p>
|
||||
<p>Open the T&Cs for Facebook here: (<a href="https://www.facebook.com/terms" class="uri">https://www.facebook.com/terms</a>)</p>
|
||||
<p>When you’re finished, take a moment to reflect on your reactions to the T&Cs. Write at least two paragraphs summarising your experience of reading, what you found surprising, what you expected but didn’t find there, and generally what you took away from the experience of reading.</p>
|
||||
<p>Now, read over one of the following summaries which have been writtn about Facebook’s T&C’s:</p>
|
||||
<ul>
|
||||
<li>Vice, <a href="https://www.vice.com/en_us/article/kwp5vx/i-asked-a-lawyer-how-facebooks-new-terms-will-affect-my-online-life-183">“I Asked a Privacy Lawyer What Facebook’s New Terms and Conditions Will Mean for You”</a></li>
|
||||
<li>Huffington Post, <a href="https://www.huffingtonpost.co.uk/entry/facebook-terms-condition_n_5551965?guccounter=1">“Didn’t Read Facebook’s Fine Print? Here’s Exactly What It Says”</a></li>
|
||||
</ul>
|
||||
<p>It is worth noting: these two documents detail the terms and conditions in 2014-2015. A very important part of the story about online T&Cs, however, is that they are constantly changing (<a href="https://www.wired.com/story/facebook-a-history-of-mark-zuckerberg-apologizing/?mbid=BottomRelatedStories">read more about this here</a>).</p>
|
||||
<p>Taking the Facebook T&Cs document as an example for your own posting on various online platforms (or imagining that you do) how does this knowledge change your perspective on putting your data on social network platforms?</p>
|
||||
<p>If you’re participating in a course at Birmingham University, please share this reflection on the canvas forum and react in writing to what at least two other course participants have written.</p>
|
||||
</div>
|
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</section>
|
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<ul class="summary">
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<li><a href="./">An OER on the ethics and legality of working with digital data in research</a></li>
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<li class="divider"></li>
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<li class="chapter" data-level="1" data-path="index.html"><a href="index.html"><i class="fa fa-check"></i><b>1</b> Introduction to the module</a></li>
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<li class="chapter" data-level="2" data-path="can-you-use-stuff-online-for-research.html"><a href="can-you-use-stuff-online-for-research.html"><i class="fa fa-check"></i><b>2</b> Can you use stuff online for research?</a><ul>
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<li class="chapter" data-level="2.1" data-path="can-you-use-stuff-online-for-research.html"><a href="can-you-use-stuff-online-for-research.html#iframe-video-here"><i class="fa fa-check"></i><b>2.1</b> iframe / video here</a></li>
|
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</ul></li>
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<li class="chapter" data-level="3" data-path="exploring-the-world-of-user-generated-data.html"><a href="exploring-the-world-of-user-generated-data.html"><i class="fa fa-check"></i><b>3</b> Exploring the world of user-generated data</a><ul>
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<li class="chapter" data-level="3.1" data-path="exploring-the-world-of-user-generated-data.html"><a href="exploring-the-world-of-user-generated-data.html#video"><i class="fa fa-check"></i><b>3.1</b> Video</a></li>
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<li class="chapter" data-level="3.2" data-path="exploring-the-world-of-user-generated-data.html"><a href="exploring-the-world-of-user-generated-data.html#transcript-jeremy-kidwell-speaking"><i class="fa fa-check"></i><b>3.2</b> Transcript (Jeremy Kidwell speaking)</a></li>
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</ul></li>
|
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<li class="chapter" data-level="4" data-path="exercise-1.html"><a href="exercise-1.html"><i class="fa fa-check"></i><b>4</b> Exercise 1</a></li>
|
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<li class="chapter" data-level="5" data-path="exercise-2-documentary-analysis.html"><a href="exercise-2-documentary-analysis.html"><i class="fa fa-check"></i><b>5</b> Exercise 2 - documentary analysis</a></li>
|
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<li class="chapter" data-level="6" data-path="exercise-3-reading.html"><a href="exercise-3-reading.html"><i class="fa fa-check"></i><b>6</b> Exercise 3 - reading!</a></li>
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<li class="chapter" data-level="7" data-path="reading.html"><a href="reading.html"><i class="fa fa-check"></i><b>7</b> Reading:</a></li>
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<li class="chapter" data-level="8" data-path="other-media.html"><a href="other-media.html"><i class="fa fa-check"></i><b>8</b> Other media:</a></li>
|
||||
<li class="chapter" data-level="9" data-path="copyright-licenses-and-data-as-property.html"><a href="copyright-licenses-and-data-as-property.html"><i class="fa fa-check"></i><b>9</b> Copyright, licenses, and data as property?</a></li>
|
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<li class="chapter" data-level="10" data-path="confidentiality-anonymity-consent-and-privacy.html"><a href="confidentiality-anonymity-consent-and-privacy.html"><i class="fa fa-check"></i><b>10</b> Confidentiality, anonymity, consent, and privacy</a></li>
|
||||
<li class="chapter" data-level="11" data-path="transcript-of-the-video.html"><a href="transcript-of-the-video.html"><i class="fa fa-check"></i><b>11</b> Transcript of the video:</a></li>
|
||||
<li class="chapter" data-level="12" data-path="resources.html"><a href="resources.html"><i class="fa fa-check"></i><b>12</b> Resources:</a></li>
|
||||
<li class="chapter" data-level="13" data-path="final-steps-how-do-we-decide-what-to-do.html"><a href="final-steps-how-do-we-decide-what-to-do.html"><i class="fa fa-check"></i><b>13</b> Final Steps - How do we decide what to do?</a></li>
|
||||
<li class="divider"></li>
|
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<li><a href="https://github.com/rstudio/bookdown" target="blank">Published with bookdown</a></li>
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<i class="fa fa-circle-o-notch fa-spin"></i><a href="./">what can I do with stuff I find online?</a>
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<section class="normal" id="section-">
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<div id="exercise-2---documentary-analysis" class="section level1">
|
||||
<h1><span class="header-section-number">Chapter 5</span> Exercise 2 - documentary analysis</h1>
|
||||
<p>For your next exercise, we’d like to stick with the facebook theme and have you to conduct an informal study of a digital chat in an online forum. Facebook has a range of privacy settings for their groups (<a href="https://www.eff.org/deeplinks/2017/06/understanding-public-closed-and-secret-facebook-groups">you can read more about public, closed and secret fb groups here</a> and <a href="https://www.lifewire.com/facebook-groups-4103720">here</a>), but for this exercise, we’d like you to focus on one of the large public groups, for reasons which will become clear below.</p>
|
||||
<p>If you have a facebook account, and don’t mind using it (we will completely understand if you don’t or prefer not to - see below for more on this), navigate to the Facebook group directory: (<a href="https://www.facebook.com/groups/?category=discover" class="uri">https://www.facebook.com/groups/?category=discover</a>). For this exercise, you need to avoid groups which are “closed” or “private” even if you’re already a member. Facebook does not have a feature which you can use to search for a public (as opposed to private or closed) group, so your best bet is to run a search for the term “public group”. Be careful, some groups may have chat with offensive content. Try to avoid groups which centre around sensitive topics. For this example, we ran a search for “public group” and in the list which came up, one was a group called “Tea & Empathy (PUBLIC GROUP)” which the description tells us is “… a national, informal, peer-to-peer support network aiming to foster a compassionate and supportive atmosphere throughout the NHS.” Search for a different group, but make sure it has at least 500 members, so that there will be an active chat for the exercise below.</p>
|
||||
<p>Now, click on “discussion” on the bar to the left to filter just discussion postings. Spend an hour reading through the threads and taking some notes towards a documentary analysis. What types of information are people sharing in the group? Are there any persons contributing data to this group sharing personal information? Now that you have a level of understanding of the facebook T&Cs can you find any data here that a person might not want to post if they had the same level of understanding? Do you think that it would be ethical for a scholarly researcher or marketing consultant to make use of this data?</p>
|
||||
<p>Write up a brief (but at least two paragraphs - 8-10 sentences) report. This should be strictly anonymised, i.e. don’t mention any specific users in your report. Imagine that you are a consultant who has been hired to detect user literacy about platform T&Cs. Summarise what you’ve found and your appraisal of the nature of this online chat.</p>
|
||||
<p>Note: if you’d prefer to avoid using facebook. Here’s an alternative approach: check out one of the major alternative chat platforms. We’d recommend you start with something like StackExchange and browse to their <a href="https://stackexchange.com/sites#lifearts">directory of sites</a>. Scroll through the Q&A and see if you can answer the questions as above.</p>
|
||||
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<li class="chapter" data-level="1" data-path="index.html"><a href="index.html"><i class="fa fa-check"></i><b>1</b> Introduction to the module</a></li>
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<li class="chapter" data-level="3" data-path="exploring-the-world-of-user-generated-data.html"><a href="exploring-the-world-of-user-generated-data.html"><i class="fa fa-check"></i><b>3</b> Exploring the world of user-generated data</a><ul>
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<li class="chapter" data-level="3.1" data-path="exploring-the-world-of-user-generated-data.html"><a href="exploring-the-world-of-user-generated-data.html#video"><i class="fa fa-check"></i><b>3.1</b> Video</a></li>
|
||||
<li class="chapter" data-level="3.2" data-path="exploring-the-world-of-user-generated-data.html"><a href="exploring-the-world-of-user-generated-data.html#transcript-jeremy-kidwell-speaking"><i class="fa fa-check"></i><b>3.2</b> Transcript (Jeremy Kidwell speaking)</a></li>
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</ul></li>
|
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<li class="chapter" data-level="4" data-path="exercise-1.html"><a href="exercise-1.html"><i class="fa fa-check"></i><b>4</b> Exercise 1</a></li>
|
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<li class="chapter" data-level="5" data-path="exercise-2-documentary-analysis.html"><a href="exercise-2-documentary-analysis.html"><i class="fa fa-check"></i><b>5</b> Exercise 2 - documentary analysis</a></li>
|
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<li class="chapter" data-level="6" data-path="exercise-3-reading.html"><a href="exercise-3-reading.html"><i class="fa fa-check"></i><b>6</b> Exercise 3 - reading!</a></li>
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<li class="chapter" data-level="7" data-path="reading.html"><a href="reading.html"><i class="fa fa-check"></i><b>7</b> Reading:</a></li>
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<li class="chapter" data-level="8" data-path="other-media.html"><a href="other-media.html"><i class="fa fa-check"></i><b>8</b> Other media:</a></li>
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||||
<li class="chapter" data-level="9" data-path="copyright-licenses-and-data-as-property.html"><a href="copyright-licenses-and-data-as-property.html"><i class="fa fa-check"></i><b>9</b> Copyright, licenses, and data as property?</a></li>
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<li class="chapter" data-level="10" data-path="confidentiality-anonymity-consent-and-privacy.html"><a href="confidentiality-anonymity-consent-and-privacy.html"><i class="fa fa-check"></i><b>10</b> Confidentiality, anonymity, consent, and privacy</a></li>
|
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<li class="chapter" data-level="11" data-path="transcript-of-the-video.html"><a href="transcript-of-the-video.html"><i class="fa fa-check"></i><b>11</b> Transcript of the video:</a></li>
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<li class="chapter" data-level="12" data-path="resources.html"><a href="resources.html"><i class="fa fa-check"></i><b>12</b> Resources:</a></li>
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<li class="chapter" data-level="13" data-path="final-steps-how-do-we-decide-what-to-do.html"><a href="final-steps-how-do-we-decide-what-to-do.html"><i class="fa fa-check"></i><b>13</b> Final Steps - How do we decide what to do?</a></li>
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<li class="divider"></li>
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<li><a href="https://github.com/rstudio/bookdown" target="blank">Published with bookdown</a></li>
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<i class="fa fa-circle-o-notch fa-spin"></i><a href="./">what can I do with stuff I find online?</a>
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<h1><span class="header-section-number">Chapter 6</span> Exercise 3 - reading!</h1>
|
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<p>Based on what you’ve found provocative or interesting so far, spend some time reading further about the content we’ve discussed. There are a range of options we’ve highligted below.</p>
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<ul class="summary">
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<li><a href="./">An OER on the ethics and legality of working with digital data in research</a></li>
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<li class="divider"></li>
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<li class="chapter" data-level="1" data-path="index.html"><a href="index.html"><i class="fa fa-check"></i><b>1</b> Introduction to the module</a></li>
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<li class="chapter" data-level="2" data-path="can-you-use-stuff-online-for-research.html"><a href="can-you-use-stuff-online-for-research.html"><i class="fa fa-check"></i><b>2</b> Can you use stuff online for research?</a><ul>
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<li class="chapter" data-level="2.1" data-path="can-you-use-stuff-online-for-research.html"><a href="can-you-use-stuff-online-for-research.html#iframe-video-here"><i class="fa fa-check"></i><b>2.1</b> iframe / video here</a></li>
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<li class="chapter" data-level="2.2" data-path="can-you-use-stuff-online-for-research.html"><a href="can-you-use-stuff-online-for-research.html#video-transcript"><i class="fa fa-check"></i><b>2.2</b> Video Transcript:</a></li>
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<li class="chapter" data-level="3" data-path="exploring-the-world-of-user-generated-data.html"><a href="exploring-the-world-of-user-generated-data.html"><i class="fa fa-check"></i><b>3</b> Exploring the world of user-generated data</a><ul>
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<li class="chapter" data-level="3.2" data-path="exploring-the-world-of-user-generated-data.html"><a href="exploring-the-world-of-user-generated-data.html#transcript-jeremy-kidwell-speaking"><i class="fa fa-check"></i><b>3.2</b> Transcript (Jeremy Kidwell speaking)</a></li>
|
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</ul></li>
|
||||
<li class="chapter" data-level="4" data-path="exercise-1.html"><a href="exercise-1.html"><i class="fa fa-check"></i><b>4</b> Exercise 1</a></li>
|
||||
<li class="chapter" data-level="5" data-path="exercise-2-documentary-analysis.html"><a href="exercise-2-documentary-analysis.html"><i class="fa fa-check"></i><b>5</b> Exercise 2 - documentary analysis</a></li>
|
||||
<li class="chapter" data-level="6" data-path="exercise-3-reading.html"><a href="exercise-3-reading.html"><i class="fa fa-check"></i><b>6</b> Exercise 3 - reading!</a></li>
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||||
<li class="chapter" data-level="9" data-path="copyright-licenses-and-data-as-property.html"><a href="copyright-licenses-and-data-as-property.html"><i class="fa fa-check"></i><b>9</b> Copyright, licenses, and data as property?</a></li>
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<li class="chapter" data-level="10" data-path="confidentiality-anonymity-consent-and-privacy.html"><a href="confidentiality-anonymity-consent-and-privacy.html"><i class="fa fa-check"></i><b>10</b> Confidentiality, anonymity, consent, and privacy</a></li>
|
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<li class="chapter" data-level="11" data-path="transcript-of-the-video.html"><a href="transcript-of-the-video.html"><i class="fa fa-check"></i><b>11</b> Transcript of the video:</a></li>
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<li><a href="https://github.com/rstudio/bookdown" target="blank">Published with bookdown</a></li>
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<h1><span class="header-section-number">Chapter 3</span> Exploring the world of user-generated data</h1>
|
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|
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<h2><span class="header-section-number">3.1</span> Video</h2>
|
||||
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<div id="transcript-jeremy-kidwell-speaking" class="section level2">
|
||||
<h2><span class="header-section-number">3.2</span> Transcript (Jeremy Kidwell speaking)</h2>
|
||||
<p>You’ve probably heard by now of the company “Cambridge Analytica” <a href="https://www.theregister.co.uk/2018/05/02/cambridge_analytica_shutdown/">recently renamed to Emerdata</a>. As several media outlets reported in 2017, a little known firm called Cambridge analytica surprised many by claiming that their “evolutionary approach to data-driven communication has played such an integral part in President-elect Trump’s extraordinary win.” As details emerged, it became clear that this was not mere bluster, but that this firm had managed to amass a trove of personal data about individuals, as the Washington Post suggested, up to 5000 pieces of data on each American citizen and then sought to nudge or manipulate voting behaviours by creating highly-targetted content, including ads on major social media platforms and so-called “fake news” stories.</p>
|
||||
<p>Data ethics is always easier in hindsight, but I’d like to nonetheless look into the structure of this data collection to raise some issues about how data gets “out there” in the first place.</p>
|
||||
<p>Facebook is a central character in this story about data and this isn’t surprising given their dominance of internet communication in recent years. In some cases, more persons answering surveys claim to be using facebook than the internet. While this is logically impossible - facebook is merely a service which sits on top of the internet, at least for now – it gets towards the ubiquity of facebook use. Given this centrality, it is sensible to begin our look here to see how things are in terms of data. The story of privacy and data protection on facebook is, to be generous, an evolving one. Much of the data that users put on facebook was completely public until 2012, including the complete catalogue of your “likes”. For a company like Cambridge Analytica, this information was pure gold - enabling them to build up what psychologists call a “psychometric” profile using this data. If this information was on the internet in plain sight, could any user have assumed that their activity on facebook was private? Should they have? Since likes were made private, facebook has had a number of “gaffes” in which new features or <a href="https://www.cnbc.com/2018/06/07/facebook-bug-made-private-posts-of-up-to-14-million-users-public.html">bugs</a> have forced this data back out into the public. Much of the reporting of the cambridge analytica scandal have referred to their access of data as a “breach” implying that Facebook had been trying to keep data that users generated private in good faith and that this company had found improper or possibly even illegal ways to harvest it, but this is actually quite misleading. Companies like CA – and it is worth noting that there are probably hundreds of <a href="https://www.zdnet.com/article/data-firm-leaks-48-million-user-profiles-it-scraped-from-facebook-linkedin-others/">other similar operations</a> which have been harvesting similarly massive datasets - can put together millions of tiny pieces of tiny information scattered across the internet - the number of contacts you have on a social network platform, or the number of profile pictures you’ve cycled through, hint at personality traits.</p>
|
||||
<p>The controversial part that some persons are (in my opinion inaccurately) calling a breach relates to another approach that CA took on, shortly after facebook began to make its data privacy policies a bit less free-wheeling. They used <a href="https://www.fastcompany.com/40548348/how-amazon-helped-cambridge-analytica-harvest-americans-facebook-data">Amazon’s mechanical turk platform</a>, where companies can hire consultants to do tiny tasks for small sums of money, sometimes just a single pound (or dollar in this case) to answer a personality survey. Over 200k persons answered this survey, which had a hidden gem at the end - users were asked to share their facebook profiles, with their (now private) likes and friends. Thousands compiled unwittingly. Some people who took the survey complained to Amazon that this violated Amazon’s terms of service, but Amazon didn’t discontinue the surveys until more than a year later.</p>
|
||||
<p>Is this kind of data collection ethical? Well, I’ll get into these kinds of questions from the perspective of a researcher a bit later, after we hear about the monkey selfie. For now, I want us to start thinking about ourselves as generators of data. This is a good ethical exercise, to place ourselves in a situation and see how we feel - so that we turn this dynamic around and begin to think of ourselves as collectors (and not producers) of data, we have some sensitivity to how things might be a bit complex.</p>
|
||||
<p>For this session, we’d like to have you try a few exercises which will get you acquainted with the idea of “terms and conditions”. You’ve likely seen dozens of T&C’s as they’re called by now, but because they’re all in legalese and often dozens of pages long, we hardly ever read them. In fact, the Guardian reported in 2011 that <a href="https://www.theguardian.com/money/2011/may/11/terms-conditions-small-print-big-problems">less than 7% of Britons</a> ever read T&C’s and that 1/10 would rather read the whole phone book. Another <a href="https://www.theguardian.com/technology/2017/mar/03/terms-of-service-online-contracts-fine-print">more recent study</a> found that only 1 in 4 students take the time to read terms and conditions. Jonathan Obar at York University did a study which found that it would take the average user 40 minutes a day to actually read through privacy and T&C documents in which they’re implicated. Yep, that’s 40 minutes out of every single day.</p>
|
||||
<p>Whether this situation is deliberate as some scholars have suggested, or merely an unforunate accident, there’s a problem here relating to user literacy of data policies. So we’re going to ask you to actually read through one of these documents and then to debrief how this knowledge changes your perspective on putting your data on social network platforms. We’re also going to ask you to do an informal study of a digital chat.</p>
|
||||
<p>We hope you’ll find this exercise illuminating, and will look forward to telling you about that monkey selfie in our next session.</p>
|
||||
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<li><a href="./">An OER on the ethics and legality of working with digital data in research</a></li>
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||||
|
||||
<li class="divider"></li>
|
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<li class="chapter" data-level="1" data-path="index.html"><a href="index.html"><i class="fa fa-check"></i><b>1</b> Introduction to the module</a></li>
|
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|
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<li class="chapter" data-level="2.1" data-path="can-you-use-stuff-online-for-research.html"><a href="can-you-use-stuff-online-for-research.html#iframe-video-here"><i class="fa fa-check"></i><b>2.1</b> iframe / video here</a></li>
|
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|
||||
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|
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<li class="chapter" data-level="3" data-path="exploring-the-world-of-user-generated-data.html"><a href="exploring-the-world-of-user-generated-data.html"><i class="fa fa-check"></i><b>3</b> Exploring the world of user-generated data</a><ul>
|
||||
<li class="chapter" data-level="3.1" data-path="exploring-the-world-of-user-generated-data.html"><a href="exploring-the-world-of-user-generated-data.html#video"><i class="fa fa-check"></i><b>3.1</b> Video</a></li>
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|
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</ul></li>
|
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<li class="chapter" data-level="4" data-path="exercise-1.html"><a href="exercise-1.html"><i class="fa fa-check"></i><b>4</b> Exercise 1</a></li>
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|
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<li class="chapter" data-level="6" data-path="exercise-3-reading.html"><a href="exercise-3-reading.html"><i class="fa fa-check"></i><b>6</b> Exercise 3 - reading!</a></li>
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||||
<li class="chapter" data-level="9" data-path="copyright-licenses-and-data-as-property.html"><a href="copyright-licenses-and-data-as-property.html"><i class="fa fa-check"></i><b>9</b> Copyright, licenses, and data as property?</a></li>
|
||||
<li class="chapter" data-level="10" data-path="confidentiality-anonymity-consent-and-privacy.html"><a href="confidentiality-anonymity-consent-and-privacy.html"><i class="fa fa-check"></i><b>10</b> Confidentiality, anonymity, consent, and privacy</a></li>
|
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<li class="chapter" data-level="11" data-path="transcript-of-the-video.html"><a href="transcript-of-the-video.html"><i class="fa fa-check"></i><b>11</b> Transcript of the video:</a></li>
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<li class="chapter" data-level="12" data-path="resources.html"><a href="resources.html"><i class="fa fa-check"></i><b>12</b> Resources:</a></li>
|
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<li class="divider"></li>
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<li><a href="https://github.com/rstudio/bookdown" target="blank">Published with bookdown</a></li>
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<h1>
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<i class="fa fa-circle-o-notch fa-spin"></i><a href="./">what can I do with stuff I find online?</a>
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<h1><span class="header-section-number">Chapter 13</span> Final Steps - How do we decide what to do?</h1>
|
||||
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<li><a href="./">An OER on the ethics and legality of working with digital data in research</a></li>
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||||
|
||||
<li class="divider"></li>
|
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<li class="chapter" data-level="1" data-path="index.html"><a href="index.html"><i class="fa fa-check"></i><b>1</b> Introduction to the module</a></li>
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<li class="chapter" data-level="2.1" data-path="can-you-use-stuff-online-for-research.html"><a href="can-you-use-stuff-online-for-research.html#iframe-video-here"><i class="fa fa-check"></i><b>2.1</b> iframe / video here</a></li>
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</ul></li>
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<li class="chapter" data-level="3" data-path="exploring-the-world-of-user-generated-data.html"><a href="exploring-the-world-of-user-generated-data.html"><i class="fa fa-check"></i><b>3</b> Exploring the world of user-generated data</a><ul>
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<li class="chapter" data-level="3.1" data-path="exploring-the-world-of-user-generated-data.html"><a href="exploring-the-world-of-user-generated-data.html#video"><i class="fa fa-check"></i><b>3.1</b> Video</a></li>
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<li class="chapter" data-level="3.2" data-path="exploring-the-world-of-user-generated-data.html"><a href="exploring-the-world-of-user-generated-data.html#transcript-jeremy-kidwell-speaking"><i class="fa fa-check"></i><b>3.2</b> Transcript (Jeremy Kidwell speaking)</a></li>
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</ul></li>
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<li class="chapter" data-level="4" data-path="exercise-1.html"><a href="exercise-1.html"><i class="fa fa-check"></i><b>4</b> Exercise 1</a></li>
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||||
<li class="chapter" data-level="5" data-path="exercise-2-documentary-analysis.html"><a href="exercise-2-documentary-analysis.html"><i class="fa fa-check"></i><b>5</b> Exercise 2 - documentary analysis</a></li>
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||||
<li class="chapter" data-level="6" data-path="exercise-3-reading.html"><a href="exercise-3-reading.html"><i class="fa fa-check"></i><b>6</b> Exercise 3 - reading!</a></li>
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<li class="chapter" data-level="8" data-path="other-media.html"><a href="other-media.html"><i class="fa fa-check"></i><b>8</b> Other media:</a></li>
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||||
<li class="chapter" data-level="9" data-path="copyright-licenses-and-data-as-property.html"><a href="copyright-licenses-and-data-as-property.html"><i class="fa fa-check"></i><b>9</b> Copyright, licenses, and data as property?</a></li>
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||||
<li class="chapter" data-level="10" data-path="confidentiality-anonymity-consent-and-privacy.html"><a href="confidentiality-anonymity-consent-and-privacy.html"><i class="fa fa-check"></i><b>10</b> Confidentiality, anonymity, consent, and privacy</a></li>
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<li class="chapter" data-level="11" data-path="transcript-of-the-video.html"><a href="transcript-of-the-video.html"><i class="fa fa-check"></i><b>11</b> Transcript of the video:</a></li>
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||||
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||||
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<li><a href="https://github.com/rstudio/bookdown" target="blank">Published with bookdown</a></li>
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<i class="fa fa-circle-o-notch fa-spin"></i><a href="./">what can I do with stuff I find online?</a>
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<h1 class="title">what can I do with stuff I find online?</h1>
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<h4 class="author"><em>Alex Fenlon and Jeremy H. Kidwell</em></h4>
|
||||
<h4 class="date"><em>2016-12-02</em></h4>
|
||||
</div>
|
||||
<div id="introduction-to-the-module" class="section level1">
|
||||
<h1><span class="header-section-number">Chapter 1</span> Introduction to the module</h1>
|
||||
<p>This module has been designed to enable independent learners to aquire knowledge about contemporary legal and methodological issues surrounding digital data and research, and to provoke some thinking on the big questions that underpin some of the more practical issues we discuss here.</p>
|
||||
<p>Ideally, a student should expect to invest at least four hours in independent learning activities (reading articles, writing reflections, etc.) over the course of a week. It should be possible to work through this a bit more slowly and in-depth. We have tried to point to a range of resources, both those which are accessible and those which are challenging. It is also worth noting that this module is included in a broader effort underway at the University of Birmingham, the “Birmingham Digital” which has other modules working alongside this one.</p>
|
||||
<p>For the week, we have divided content into five parts. Included here (and below) is a brief introduction to the course. There are four additional sessions, which each have associated activities which explore more specific areas within the topic we are exploring here.</p>
|
||||
<p>Now let’s dive into the big issues together! We will explain more along the way as we go along together.</p>
|
||||
|
||||
</div>
|
||||
</section>
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||||
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||||
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24
static/files/bookdown/data_ethics-law_course/index.md
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24
static/files/bookdown/data_ethics-law_course/index.md
Normal file
|
|
@ -0,0 +1,24 @@
|
|||
---
|
||||
title: "what can I do with stuff I find online?"
|
||||
author: "Alex Fenlon and Jeremy H. Kidwell"
|
||||
date: "2016-12-02"
|
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site: bookdown::bookdown_site
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|
||||
github-repo: kidwellj/data_ethics-law_course
|
||||
url: 'http\://jeremykidwell.info/files/bookdown/data_ethics-law_course/'
|
||||
# cover-image:
|
||||
description: "A short course on the ethics and legality of working with data"
|
||||
---
|
||||
|
||||
# Introduction to the module
|
||||
|
||||
This module has been designed to enable independent learners to aquire knowledge about contemporary legal and methodological issues surrounding digital data and research, and to provoke some thinking on the big questions that underpin some of the more practical issues we discuss here.
|
||||
|
||||
Ideally, a student should expect to invest at least four hours in independent learning activities (reading articles, writing reflections, etc.) over the course of a week. It should be possible to work through this a bit more slowly and in-depth. We have tried to point to a range of resources, both those which are accessible and those which are challenging. It is also worth noting that this module is included in a broader effort underway at the University of Birmingham, the "Birmingham Digital" which has other modules working alongside this one.
|
||||
|
||||
For the week, we have divided content into five parts. Included here (and below) is a brief introduction to the course. There are four additional sessions, which each have associated activities which explore more specific areas within the topic we are exploring here.
|
||||
|
||||
Now let's dive into the big issues together! We will explain more along the way as we go along together.
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|
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|
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/* Tomorrow Night Bright Theme */
|
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/* Original theme - https://github.com/chriskempson/tomorrow-theme */
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/* http://jmblog.github.com/color-themes-for-google-code-highlightjs */
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/* Tomorrow Comment */
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/* Tomorrow Orange */
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/* Tomorrow Yellow */
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color: #70c0b1;
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|
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|
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color: #7aa6da;
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}
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|
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color: #c397d8;
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|
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|
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display: block;
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background: black;
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color: #eaeaea;
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padding: 0.5em;
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}
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.book.color-theme-2 .book-body .page-wrapper .page-inner section.normal pre .coffeescript .javascript,
|
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|
||||
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|
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|
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|
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|
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|
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|
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|
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|
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opacity: 0.5;
|
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}
|
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|
|
@ -0,0 +1,28 @@
|
|||
.book .book-summary .book-search {
|
||||
padding: 6px;
|
||||
background: transparent;
|
||||
position: absolute;
|
||||
top: -50px;
|
||||
left: 0px;
|
||||
right: 0px;
|
||||
transition: top 0.5s ease;
|
||||
}
|
||||
.book .book-summary .book-search input,
|
||||
.book .book-summary .book-search input:focus,
|
||||
.book .book-summary .book-search input:hover {
|
||||
width: 100%;
|
||||
background: transparent;
|
||||
border: 1px solid #ccc;
|
||||
box-shadow: none;
|
||||
outline: none;
|
||||
line-height: 22px;
|
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padding: 7px 4px;
|
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color: inherit;
|
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box-sizing: border-box;
|
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}
|
||||
.book.with-search .book-summary .book-search {
|
||||
top: 0px;
|
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}
|
||||
.book.with-search .book-summary ul.summary {
|
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top: 50px;
|
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}
|
||||
File diff suppressed because one or more lines are too long
6
static/files/bookdown/data_ethics-law_course/libs/gitbook-2.6.7/js/app.min.js
vendored
Normal file
6
static/files/bookdown/data_ethics-law_course/libs/gitbook-2.6.7/js/app.min.js
vendored
Normal file
File diff suppressed because one or more lines are too long
|
|
@ -0,0 +1,84 @@
|
|||
gitbook.require(["jQuery"], function(jQuery) {
|
||||
|
||||
/*
|
||||
* jQuery Highlight plugin
|
||||
*
|
||||
* Based on highlight v3 by Johann Burkard
|
||||
* http://johannburkard.de/blog/programming/javascript/highlight-javascript-text-higlighting-jquery-plugin.html
|
||||
*
|
||||
* Code a little bit refactored and cleaned (in my humble opinion).
|
||||
* Most important changes:
|
||||
* - has an option to highlight only entire words (wordsOnly - false by default),
|
||||
* - has an option to be case sensitive (caseSensitive - false by default)
|
||||
* - highlight element tag and class names can be specified in options
|
||||
*
|
||||
* Copyright (c) 2009 Bartek Szopka
|
||||
*
|
||||
* Licensed under MIT license.
|
||||
*
|
||||
*/
|
||||
|
||||
jQuery.extend({
|
||||
highlight: function (node, re, nodeName, className) {
|
||||
if (node.nodeType === 3) {
|
||||
var match = node.data.match(re);
|
||||
if (match) {
|
||||
var highlight = document.createElement(nodeName || 'span');
|
||||
highlight.className = className || 'highlight';
|
||||
var wordNode = node.splitText(match.index);
|
||||
wordNode.splitText(match[0].length);
|
||||
var wordClone = wordNode.cloneNode(true);
|
||||
highlight.appendChild(wordClone);
|
||||
wordNode.parentNode.replaceChild(highlight, wordNode);
|
||||
return 1; //skip added node in parent
|
||||
}
|
||||
} else if ((node.nodeType === 1 && node.childNodes) && // only element nodes that have children
|
||||
!/(script|style)/i.test(node.tagName) && // ignore script and style nodes
|
||||
!(node.tagName === nodeName.toUpperCase() && node.className === className)) { // skip if already highlighted
|
||||
for (var i = 0; i < node.childNodes.length; i++) {
|
||||
i += jQuery.highlight(node.childNodes[i], re, nodeName, className);
|
||||
}
|
||||
}
|
||||
return 0;
|
||||
}
|
||||
});
|
||||
|
||||
jQuery.fn.unhighlight = function (options) {
|
||||
var settings = { className: 'highlight', element: 'span' };
|
||||
jQuery.extend(settings, options);
|
||||
|
||||
return this.find(settings.element + "." + settings.className).each(function () {
|
||||
var parent = this.parentNode;
|
||||
parent.replaceChild(this.firstChild, this);
|
||||
parent.normalize();
|
||||
}).end();
|
||||
};
|
||||
|
||||
jQuery.fn.highlight = function (words, options) {
|
||||
var settings = { className: 'highlight', element: 'span', caseSensitive: false, wordsOnly: false };
|
||||
jQuery.extend(settings, options);
|
||||
|
||||
if (words.constructor === String) {
|
||||
words = [words];
|
||||
}
|
||||
words = jQuery.grep(words, function(word, i){
|
||||
return word !== '';
|
||||
});
|
||||
words = jQuery.map(words, function(word, i) {
|
||||
return word.replace(/[-[\]{}()*+?.,\\^$|#\s]/g, "\\$&");
|
||||
});
|
||||
if (words.length === 0) { return this; }
|
||||
|
||||
var flag = settings.caseSensitive ? "" : "i";
|
||||
var pattern = "(" + words.join("|") + ")";
|
||||
if (settings.wordsOnly) {
|
||||
pattern = "\\b" + pattern + "\\b";
|
||||
}
|
||||
var re = new RegExp(pattern, flag);
|
||||
|
||||
return this.each(function () {
|
||||
jQuery.highlight(this, re, settings.element, settings.className);
|
||||
});
|
||||
};
|
||||
|
||||
});
|
||||
File diff suppressed because one or more lines are too long
|
|
@ -0,0 +1,220 @@
|
|||
gitbook.require(["gitbook", "lodash", "jQuery"], function(gitbook, _, $) {
|
||||
|
||||
var gs = gitbook.storage;
|
||||
|
||||
gitbook.events.bind("start", function(e, config) {
|
||||
|
||||
// add the Edit button (edit on Github)
|
||||
var edit = config.edit;
|
||||
if (edit && edit.link) gitbook.toolbar.createButton({
|
||||
icon: 'fa fa-edit',
|
||||
label: edit.text || 'Edit',
|
||||
position: 'left',
|
||||
onClick: function(e) {
|
||||
e.preventDefault();
|
||||
window.open(edit.link);
|
||||
}
|
||||
});
|
||||
|
||||
var down = config.download;
|
||||
var normalizeDownload = function() {
|
||||
if (!down || !(down instanceof Array) || down.length === 0) return;
|
||||
if (down[0] instanceof Array) return down;
|
||||
return $.map(down, function(file, i) {
|
||||
return [[file, file.replace(/.*[.]/g, '').toUpperCase()]];
|
||||
});
|
||||
};
|
||||
down = normalizeDownload(down);
|
||||
if (down) if (down.length === 1 && /[.]pdf$/.test(down[0][0])) {
|
||||
gitbook.toolbar.createButton({
|
||||
icon: 'fa fa-file-pdf-o',
|
||||
label: down[0][1],
|
||||
position: 'left',
|
||||
onClick: function(e) {
|
||||
e.preventDefault();
|
||||
window.open(down[0][0]);
|
||||
}
|
||||
});
|
||||
} else {
|
||||
gitbook.toolbar.createButton({
|
||||
icon: 'fa fa-download',
|
||||
label: 'Download',
|
||||
position: 'left',
|
||||
dropdown: $.map(down, function(item, i) {
|
||||
return {
|
||||
text: item[1],
|
||||
onClick: function(e) {
|
||||
e.preventDefault();
|
||||
window.open(item[0]);
|
||||
}
|
||||
};
|
||||
})
|
||||
});
|
||||
}
|
||||
|
||||
// highlight the current section in TOC
|
||||
var href = window.location.pathname;
|
||||
href = href.substr(href.lastIndexOf('/') + 1);
|
||||
if (href === '') href = 'index.html';
|
||||
var li = $('a[href^="' + href + location.hash + '"]').parent('li.chapter').first();
|
||||
var summary = $('ul.summary'), chaps = summary.find('li.chapter');
|
||||
if (li.length === 0) li = chaps.first();
|
||||
li.addClass('active');
|
||||
chaps.on('click', function(e) {
|
||||
chaps.removeClass('active');
|
||||
$(this).addClass('active');
|
||||
gs.set('tocScrollTop', summary.scrollTop());
|
||||
});
|
||||
|
||||
var toc = config.toc;
|
||||
// collapse TOC items that are not for the current chapter
|
||||
if (toc && toc.collapse) (function() {
|
||||
var type = toc.collapse;
|
||||
if (type === 'none') return;
|
||||
if (type !== 'section' && type !== 'subsection') return;
|
||||
// sections under chapters
|
||||
var toc_sub = summary.children('li[data-level]').children('ul');
|
||||
if (type === 'section') {
|
||||
toc_sub.hide()
|
||||
.parent().has(li).children('ul').show();
|
||||
} else {
|
||||
toc_sub.children('li').children('ul').hide()
|
||||
.parent().has(li).children('ul').show();
|
||||
}
|
||||
li.children('ul').show();
|
||||
var toc_sub2 = toc_sub.children('li');
|
||||
if (type === 'section') toc_sub2.children('ul').hide();
|
||||
summary.children('li[data-level]').find('a')
|
||||
.on('click.bookdown', function(e) {
|
||||
if (href === $(this).attr('href').replace(/#.*/, ''))
|
||||
$(this).parent('li').children('ul').toggle();
|
||||
});
|
||||
})();
|
||||
|
||||
// add tooltips to the <a>'s that are truncated
|
||||
$('a').each(function(i, el) {
|
||||
if (el.offsetWidth >= el.scrollWidth) return;
|
||||
if (typeof el.title === 'undefined') return;
|
||||
el.title = el.text;
|
||||
});
|
||||
|
||||
// restore TOC scroll position
|
||||
var pos = gs.get('tocScrollTop');
|
||||
if (typeof pos !== 'undefined') summary.scrollTop(pos);
|
||||
|
||||
// highlight the TOC item that has same text as the heading in view as scrolling
|
||||
if (toc && toc.scroll_highlight !== false) (function() {
|
||||
// scroll the current TOC item into viewport
|
||||
var ht = $(window).height(), rect = li[0].getBoundingClientRect();
|
||||
if (rect.top >= ht || rect.top <= 0 || rect.bottom <= 0) {
|
||||
summary.scrollTop(li[0].offsetTop);
|
||||
}
|
||||
// current chapter TOC items
|
||||
var items = $('a[href^="' + href + '"]').parent('li.chapter'),
|
||||
m = items.length;
|
||||
if (m === 0) {
|
||||
items = summary.find('li.chapter');
|
||||
m = items.length;
|
||||
}
|
||||
if (m === 0) return;
|
||||
// all section titles on current page
|
||||
var hs = bookInner.find('.page-inner').find('h1,h2,h3'), n = hs.length,
|
||||
ts = hs.map(function(i, el) { return $(el).text(); });
|
||||
if (n === 0) return;
|
||||
var scrollHandler = function(e) {
|
||||
var ht = $(window).height();
|
||||
clearTimeout($.data(this, 'scrollTimer'));
|
||||
$.data(this, 'scrollTimer', setTimeout(function() {
|
||||
// find the first visible title in the viewport
|
||||
for (var i = 0; i < n; i++) {
|
||||
var rect = hs[i].getBoundingClientRect();
|
||||
if (rect.top >= 0 && rect.bottom <= ht) break;
|
||||
}
|
||||
if (i === n) return;
|
||||
items.removeClass('active');
|
||||
for (var j = 0; j < m; j++) {
|
||||
if (items.eq(j).children('a').first().text() === ts[i]) break;
|
||||
}
|
||||
if (j === m) j = 0; // highlight the chapter title
|
||||
// search bottom-up for a visible TOC item to highlight; if an item is
|
||||
// hidden, we check if its parent is visible, and so on
|
||||
while (j > 0 && items.eq(j).is(':hidden')) j--;
|
||||
items.eq(j).addClass('active');
|
||||
}, 250));
|
||||
};
|
||||
bookInner.on('scroll.bookdown', scrollHandler);
|
||||
bookBody.on('scroll.bookdown', scrollHandler);
|
||||
})();
|
||||
|
||||
// do not refresh the page if the TOC item points to the current page
|
||||
$('a[href="' + href + '"]').parent('li.chapter').children('a')
|
||||
.on('click', function(e) {
|
||||
bookInner.scrollTop(0);
|
||||
bookBody.scrollTop(0);
|
||||
return false;
|
||||
});
|
||||
|
||||
var toolbar = config.toolbar;
|
||||
if (!toolbar || toolbar.position !== 'static') {
|
||||
var bookHeader = $('.book-header');
|
||||
bookBody.addClass('fixed');
|
||||
bookHeader.addClass('fixed')
|
||||
.css('background-color', bookBody.css('background-color'))
|
||||
.on('click.bookdown', function(e) {
|
||||
// the theme may have changed after user clicks the theme button
|
||||
bookHeader.css('background-color', bookBody.css('background-color'));
|
||||
});
|
||||
}
|
||||
|
||||
});
|
||||
|
||||
gitbook.events.bind("page.change", function(e) {
|
||||
// store TOC scroll position
|
||||
var summary = $('ul.summary');
|
||||
gs.set('tocScrollTop', summary.scrollTop());
|
||||
});
|
||||
|
||||
var bookBody = $('.book-body'), bookInner = bookBody.find('.body-inner');
|
||||
var chapterTitle = function() {
|
||||
return bookInner.find('.page-inner').find('h1,h2').first().text();
|
||||
};
|
||||
var bookTitle = function() {
|
||||
return bookInner.find('.book-header > h1').first().text();
|
||||
};
|
||||
var saveScrollPos = function(e) {
|
||||
// save scroll position before page is reloaded
|
||||
gs.set('bodyScrollTop', {
|
||||
body: bookBody.scrollTop(),
|
||||
inner: bookInner.scrollTop(),
|
||||
focused: document.hasFocus(),
|
||||
title: chapterTitle()
|
||||
});
|
||||
};
|
||||
$(document).on('servr:reload', saveScrollPos);
|
||||
|
||||
// check if the page is loaded in an iframe (e.g. the RStudio preview window)
|
||||
var inIFrame = function() {
|
||||
var inIframe = true;
|
||||
try { inIframe = window.self !== window.top; } catch (e) {}
|
||||
return inIframe;
|
||||
};
|
||||
$(window).on('blur unload', function(e) {
|
||||
if (inIFrame()) saveScrollPos(e);
|
||||
gs.set('bookTitle', bookTitle());
|
||||
});
|
||||
|
||||
$(function(e) {
|
||||
if (gs.get('bookTitle', '') !== bookTitle()) localStorage.clear();
|
||||
var pos = gs.get('bodyScrollTop');
|
||||
if (pos) {
|
||||
if (pos.title === chapterTitle()) {
|
||||
if (pos.body !== 0) bookBody.scrollTop(pos.body);
|
||||
if (pos.inner !== 0) bookInner.scrollTop(pos.inner);
|
||||
}
|
||||
if (pos.focused) bookInner.find('.page-wrapper').focus();
|
||||
}
|
||||
// clear book body scroll position
|
||||
gs.remove('bodyScrollTop');
|
||||
});
|
||||
|
||||
});
|
||||
|
|
@ -0,0 +1,151 @@
|
|||
gitbook.require(["gitbook", "lodash", "jQuery"], function(gitbook, _, $) {
|
||||
var fontState;
|
||||
|
||||
var THEMES = {
|
||||
"white": 0,
|
||||
"sepia": 1,
|
||||
"night": 2
|
||||
};
|
||||
|
||||
var FAMILY = {
|
||||
"serif": 0,
|
||||
"sans": 1
|
||||
};
|
||||
|
||||
// Save current font settings
|
||||
function saveFontSettings() {
|
||||
gitbook.storage.set("fontState", fontState);
|
||||
update();
|
||||
}
|
||||
|
||||
// Increase font size
|
||||
function enlargeFontSize(e) {
|
||||
e.preventDefault();
|
||||
if (fontState.size >= 4) return;
|
||||
|
||||
fontState.size++;
|
||||
saveFontSettings();
|
||||
};
|
||||
|
||||
// Decrease font size
|
||||
function reduceFontSize(e) {
|
||||
e.preventDefault();
|
||||
if (fontState.size <= 0) return;
|
||||
|
||||
fontState.size--;
|
||||
saveFontSettings();
|
||||
};
|
||||
|
||||
// Change font family
|
||||
function changeFontFamily(index, e) {
|
||||
e.preventDefault();
|
||||
|
||||
fontState.family = index;
|
||||
saveFontSettings();
|
||||
};
|
||||
|
||||
// Change type of color
|
||||
function changeColorTheme(index, e) {
|
||||
e.preventDefault();
|
||||
|
||||
var $book = $(".book");
|
||||
|
||||
if (fontState.theme !== 0)
|
||||
$book.removeClass("color-theme-"+fontState.theme);
|
||||
|
||||
fontState.theme = index;
|
||||
if (fontState.theme !== 0)
|
||||
$book.addClass("color-theme-"+fontState.theme);
|
||||
|
||||
saveFontSettings();
|
||||
};
|
||||
|
||||
function update() {
|
||||
var $book = gitbook.state.$book;
|
||||
|
||||
$(".font-settings .font-family-list li").removeClass("active");
|
||||
$(".font-settings .font-family-list li:nth-child("+(fontState.family+1)+")").addClass("active");
|
||||
|
||||
$book[0].className = $book[0].className.replace(/\bfont-\S+/g, '');
|
||||
$book.addClass("font-size-"+fontState.size);
|
||||
$book.addClass("font-family-"+fontState.family);
|
||||
|
||||
if(fontState.theme !== 0) {
|
||||
$book[0].className = $book[0].className.replace(/\bcolor-theme-\S+/g, '');
|
||||
$book.addClass("color-theme-"+fontState.theme);
|
||||
}
|
||||
};
|
||||
|
||||
function init(config) {
|
||||
var $bookBody, $book;
|
||||
|
||||
//Find DOM elements.
|
||||
$book = gitbook.state.$book;
|
||||
$bookBody = $book.find(".book-body");
|
||||
|
||||
// Instantiate font state object
|
||||
fontState = gitbook.storage.get("fontState", {
|
||||
size: config.size || 2,
|
||||
family: FAMILY[config.family || "sans"],
|
||||
theme: THEMES[config.theme || "white"]
|
||||
});
|
||||
|
||||
update();
|
||||
};
|
||||
|
||||
|
||||
gitbook.events.bind("start", function(e, config) {
|
||||
var opts = config.fontsettings;
|
||||
|
||||
// Create buttons in toolbar
|
||||
gitbook.toolbar.createButton({
|
||||
icon: 'fa fa-font',
|
||||
label: 'Font Settings',
|
||||
className: 'font-settings',
|
||||
dropdown: [
|
||||
[
|
||||
{
|
||||
text: 'A',
|
||||
className: 'font-reduce',
|
||||
onClick: reduceFontSize
|
||||
},
|
||||
{
|
||||
text: 'A',
|
||||
className: 'font-enlarge',
|
||||
onClick: enlargeFontSize
|
||||
}
|
||||
],
|
||||
[
|
||||
{
|
||||
text: 'Serif',
|
||||
onClick: _.partial(changeFontFamily, 0)
|
||||
},
|
||||
{
|
||||
text: 'Sans',
|
||||
onClick: _.partial(changeFontFamily, 1)
|
||||
}
|
||||
],
|
||||
[
|
||||
{
|
||||
text: 'White',
|
||||
onClick: _.partial(changeColorTheme, 0)
|
||||
},
|
||||
{
|
||||
text: 'Sepia',
|
||||
onClick: _.partial(changeColorTheme, 1)
|
||||
},
|
||||
{
|
||||
text: 'Night',
|
||||
onClick: _.partial(changeColorTheme, 2)
|
||||
}
|
||||
]
|
||||
]
|
||||
});
|
||||
|
||||
|
||||
// Init current settings
|
||||
init(opts);
|
||||
});
|
||||
});
|
||||
|
||||
|
||||
|
|
@ -0,0 +1,212 @@
|
|||
gitbook.require(["gitbook", "lodash", "jQuery"], function(gitbook, _, $) {
|
||||
var index = null;
|
||||
var $searchInput, $searchForm;
|
||||
var $highlighted, hi = 0, hiOpts = { className: 'search-highlight' };
|
||||
var collapse = false;
|
||||
|
||||
// Use a specific index
|
||||
function loadIndex(data) {
|
||||
// [Yihui] In bookdown, I use a character matrix to store the chapter
|
||||
// content, and the index is dynamically built on the client side.
|
||||
// Gitbook prebuilds the index data instead: https://github.com/GitbookIO/plugin-search
|
||||
// We can certainly do that via R packages V8 and jsonlite, but let's
|
||||
// see how slow it really is before improving it. On the other hand,
|
||||
// lunr cannot handle non-English text very well, e.g. the default
|
||||
// tokenizer cannot deal with Chinese text, so we may want to replace
|
||||
// lunr with a dumb simple text matching approach.
|
||||
index = lunr(function () {
|
||||
this.ref('url');
|
||||
this.field('title', { boost: 10 });
|
||||
this.field('body');
|
||||
});
|
||||
data.map(function(item) {
|
||||
index.add({
|
||||
url: item[0],
|
||||
title: item[1],
|
||||
body: item[2]
|
||||
});
|
||||
});
|
||||
}
|
||||
|
||||
// Fetch the search index
|
||||
function fetchIndex() {
|
||||
return $.getJSON(gitbook.state.basePath+"/search_index.json")
|
||||
.then(loadIndex); // [Yihui] we need to use this object later
|
||||
}
|
||||
|
||||
// Search for a term and return results
|
||||
function search(q) {
|
||||
if (!index) return;
|
||||
|
||||
var results = _.chain(index.search(q))
|
||||
.map(function(result) {
|
||||
var parts = result.ref.split("#");
|
||||
return {
|
||||
path: parts[0],
|
||||
hash: parts[1]
|
||||
};
|
||||
})
|
||||
.value();
|
||||
|
||||
// [Yihui] Highlight the search keyword on current page
|
||||
hi = 0;
|
||||
$highlighted = results.length === 0 ? undefined : $('.page-inner')
|
||||
.unhighlight(hiOpts).highlight(q, hiOpts).find('span.search-highlight');
|
||||
scrollToHighlighted();
|
||||
toggleTOC(results.length > 0);
|
||||
|
||||
return results;
|
||||
}
|
||||
|
||||
// [Yihui] Scroll the chapter body to the i-th highlighted string
|
||||
function scrollToHighlighted() {
|
||||
if (!$highlighted) return;
|
||||
var n = $highlighted.length;
|
||||
if (n === 0) return;
|
||||
var $p = $highlighted.eq(hi), p = $p[0], rect = p.getBoundingClientRect();
|
||||
if (rect.top < 0 || rect.bottom > $(window).height()) {
|
||||
($(window).width() >= 1240 ? $('.body-inner') : $('.book-body'))
|
||||
.scrollTop(p.offsetTop - 100);
|
||||
}
|
||||
$highlighted.css('background-color', '');
|
||||
// an orange background color on the current item and removed later
|
||||
$p.css('background-color', 'orange');
|
||||
setTimeout(function() {
|
||||
$p.css('background-color', '');
|
||||
}, 2000);
|
||||
}
|
||||
|
||||
// [Yihui] Expand/collapse TOC
|
||||
function toggleTOC(show) {
|
||||
if (!collapse) return;
|
||||
var toc_sub = $('ul.summary').children('li[data-level]').children('ul');
|
||||
if (show) return toc_sub.show();
|
||||
var href = window.location.pathname;
|
||||
href = href.substr(href.lastIndexOf('/') + 1);
|
||||
if (href === '') href = 'index.html';
|
||||
var li = $('a[href^="' + href + location.hash + '"]').parent('li.chapter').first();
|
||||
toc_sub.hide().parent().has(li).children('ul').show();
|
||||
li.children('ul').show();
|
||||
}
|
||||
|
||||
// Create search form
|
||||
function createForm(value) {
|
||||
if ($searchForm) $searchForm.remove();
|
||||
if ($searchInput) $searchInput.remove();
|
||||
|
||||
$searchForm = $('<div>', {
|
||||
'class': 'book-search',
|
||||
'role': 'search'
|
||||
});
|
||||
|
||||
$searchInput = $('<input>', {
|
||||
'type': 'search',
|
||||
'class': 'form-control',
|
||||
'val': value,
|
||||
'placeholder': 'Type to search'
|
||||
});
|
||||
|
||||
$searchInput.appendTo($searchForm);
|
||||
$searchForm.prependTo(gitbook.state.$book.find('.book-summary'));
|
||||
}
|
||||
|
||||
// Return true if search is open
|
||||
function isSearchOpen() {
|
||||
return gitbook.state.$book.hasClass("with-search");
|
||||
}
|
||||
|
||||
// Toggle the search
|
||||
function toggleSearch(_state) {
|
||||
if (isSearchOpen() === _state) return;
|
||||
if (!$searchInput) return;
|
||||
|
||||
gitbook.state.$book.toggleClass("with-search", _state);
|
||||
|
||||
// If search bar is open: focus input
|
||||
if (isSearchOpen()) {
|
||||
gitbook.sidebar.toggle(true);
|
||||
$searchInput.focus();
|
||||
} else {
|
||||
$searchInput.blur();
|
||||
$searchInput.val("");
|
||||
gitbook.storage.remove("keyword");
|
||||
gitbook.sidebar.filter(null);
|
||||
$('.page-inner').unhighlight(hiOpts);
|
||||
toggleTOC(false);
|
||||
}
|
||||
}
|
||||
|
||||
// Recover current search when page changed
|
||||
function recoverSearch() {
|
||||
var keyword = gitbook.storage.get("keyword", "");
|
||||
|
||||
createForm(keyword);
|
||||
|
||||
if (keyword.length > 0) {
|
||||
if(!isSearchOpen()) {
|
||||
toggleSearch(true); // [Yihui] open the search box
|
||||
}
|
||||
gitbook.sidebar.filter(_.pluck(search(keyword), "path"));
|
||||
}
|
||||
}
|
||||
|
||||
|
||||
gitbook.events.bind("start", function(e, config) {
|
||||
// [Yihui] disable search
|
||||
if (config.search === false) return;
|
||||
collapse = !config.toc || config.toc.collapse === 'section' ||
|
||||
config.toc.collapse === 'subsection';
|
||||
|
||||
// Pre-fetch search index and create the form
|
||||
fetchIndex()
|
||||
// [Yihui] recover search after the page is loaded
|
||||
.then(recoverSearch);
|
||||
|
||||
|
||||
// Type in search bar
|
||||
$(document).on("keyup", ".book-search input", function(e) {
|
||||
var key = (e.keyCode ? e.keyCode : e.which);
|
||||
// [Yihui] Escape -> close search box; Up/Down: previous/next highlighted
|
||||
if (key == 27) {
|
||||
e.preventDefault();
|
||||
toggleSearch(false);
|
||||
} else if (key == 38) {
|
||||
if (hi <= 0 && $highlighted) hi = $highlighted.length;
|
||||
hi--;
|
||||
scrollToHighlighted();
|
||||
} else if (key == 40) {
|
||||
hi++;
|
||||
if ($highlighted && hi >= $highlighted.length) hi = 0;
|
||||
scrollToHighlighted();
|
||||
}
|
||||
}).on("input", ".book-search input", function(e) {
|
||||
var q = $(this).val().trim();
|
||||
if (q.length === 0) {
|
||||
gitbook.sidebar.filter(null);
|
||||
gitbook.storage.remove("keyword");
|
||||
$('.page-inner').unhighlight(hiOpts);
|
||||
toggleTOC(false);
|
||||
} else {
|
||||
var results = search(q);
|
||||
gitbook.sidebar.filter(
|
||||
_.pluck(results, "path")
|
||||
);
|
||||
gitbook.storage.set("keyword", q);
|
||||
}
|
||||
});
|
||||
|
||||
// Create the toggle search button
|
||||
gitbook.toolbar.createButton({
|
||||
icon: 'fa fa-search',
|
||||
label: 'Search',
|
||||
position: 'left',
|
||||
onClick: toggleSearch
|
||||
});
|
||||
|
||||
// Bind keyboard to toggle search
|
||||
gitbook.keyboard.bind(['f'], toggleSearch);
|
||||
});
|
||||
|
||||
// [Yihui] do not try to recover search; always start fresh
|
||||
// gitbook.events.bind("page.change", recoverSearch);
|
||||
});
|
||||
|
|
@ -0,0 +1,112 @@
|
|||
gitbook.require(["gitbook", "lodash", "jQuery"], function(gitbook, _, $) {
|
||||
var SITES = {
|
||||
'github': {
|
||||
'label': 'Github',
|
||||
'icon': 'fa fa-github',
|
||||
'onClick': function(e) {
|
||||
e.preventDefault();
|
||||
var repo = $('meta[name="github-repo"]').attr('content');
|
||||
if (typeof repo === 'undefined') throw("Github repo not defined");
|
||||
window.open("https://github.com/"+repo);
|
||||
}
|
||||
},
|
||||
'facebook': {
|
||||
'label': 'Facebook',
|
||||
'icon': 'fa fa-facebook',
|
||||
'onClick': function(e) {
|
||||
e.preventDefault();
|
||||
window.open("http://www.facebook.com/sharer/sharer.php?s=100&p[url]="+encodeURIComponent(location.href));
|
||||
}
|
||||
},
|
||||
'twitter': {
|
||||
'label': 'Twitter',
|
||||
'icon': 'fa fa-twitter',
|
||||
'onClick': function(e) {
|
||||
e.preventDefault();
|
||||
window.open("http://twitter.com/home?status="+encodeURIComponent(document.title+" "+location.href));
|
||||
}
|
||||
},
|
||||
'google': {
|
||||
'label': 'Google+',
|
||||
'icon': 'fa fa-google-plus',
|
||||
'onClick': function(e) {
|
||||
e.preventDefault();
|
||||
window.open("https://plus.google.com/share?url="+encodeURIComponent(location.href));
|
||||
}
|
||||
},
|
||||
'linkedin': {
|
||||
'label': 'LinkedIn',
|
||||
'icon': 'fa fa-linkedin',
|
||||
'onClick': function(e) {
|
||||
e.preventDefault();
|
||||
window.open("https://www.linkedin.com/shareArticle?mini=true&url="+encodeURIComponent(location.href)+"&title="+encodeURIComponent(document.title));
|
||||
}
|
||||
},
|
||||
'weibo': {
|
||||
'label': 'Weibo',
|
||||
'icon': 'fa fa-weibo',
|
||||
'onClick': function(e) {
|
||||
e.preventDefault();
|
||||
window.open("http://service.weibo.com/share/share.php?content=utf-8&url="+encodeURIComponent(location.href)+"&title="+encodeURIComponent(document.title));
|
||||
}
|
||||
},
|
||||
'instapaper': {
|
||||
'label': 'Instapaper',
|
||||
'icon': 'fa fa-instapaper',
|
||||
'onClick': function(e) {
|
||||
e.preventDefault();
|
||||
window.open("http://www.instapaper.com/text?u="+encodeURIComponent(location.href));
|
||||
}
|
||||
},
|
||||
'vk': {
|
||||
'label': 'VK',
|
||||
'icon': 'fa fa-vk',
|
||||
'onClick': function(e) {
|
||||
e.preventDefault();
|
||||
window.open("http://vkontakte.ru/share.php?url="+encodeURIComponent(location.href));
|
||||
}
|
||||
}
|
||||
};
|
||||
|
||||
|
||||
|
||||
gitbook.events.bind("start", function(e, config) {
|
||||
var opts = config.sharing;
|
||||
if (!opts) return;
|
||||
|
||||
// Create dropdown menu
|
||||
var menu = _.chain(opts.all)
|
||||
.map(function(id) {
|
||||
var site = SITES[id];
|
||||
|
||||
return {
|
||||
text: site.label,
|
||||
onClick: site.onClick
|
||||
};
|
||||
})
|
||||
.compact()
|
||||
.value();
|
||||
|
||||
// Create main button with dropdown
|
||||
if (menu.length > 0) {
|
||||
gitbook.toolbar.createButton({
|
||||
icon: 'fa fa-share-alt',
|
||||
label: 'Share',
|
||||
position: 'right',
|
||||
dropdown: [menu]
|
||||
});
|
||||
}
|
||||
|
||||
// Direct actions to share
|
||||
_.each(SITES, function(site, sideId) {
|
||||
if (!opts[sideId]) return;
|
||||
|
||||
gitbook.toolbar.createButton({
|
||||
icon: site.icon,
|
||||
label: site.text,
|
||||
position: 'right',
|
||||
onClick: site.onClick
|
||||
});
|
||||
});
|
||||
});
|
||||
});
|
||||
4
static/files/bookdown/data_ethics-law_course/libs/jquery-2.2.3/jquery.min.js
vendored
Normal file
4
static/files/bookdown/data_ethics-law_course/libs/jquery-2.2.3/jquery.min.js
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Normal file
File diff suppressed because one or more lines are too long
164
static/files/bookdown/data_ethics-law_course/other-media.html
Normal file
164
static/files/bookdown/data_ethics-law_course/other-media.html
Normal file
|
|
@ -0,0 +1,164 @@
|
|||
<!DOCTYPE html>
|
||||
<html >
|
||||
|
||||
<head>
|
||||
|
||||
<meta charset="UTF-8">
|
||||
<meta http-equiv="X-UA-Compatible" content="IE=edge">
|
||||
<title>what can I do with stuff I find online?</title>
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<meta name="description" content="A short course on the ethics and legality of working with data">
|
||||
<meta name="generator" content="bookdown 0.7 and GitBook 2.6.7">
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|
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<meta property="og:title" content="what can I do with stuff I find online?" />
|
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<meta property="og:type" content="book" />
|
||||
<meta property="og:url" content="http://jeremykidwell.info/files/bookdown/data_ethics-law_course/" />
|
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|
||||
<meta property="og:description" content="A short course on the ethics and legality of working with data" />
|
||||
<meta name="github-repo" content="kidwellj/data_ethics-law_course" />
|
||||
|
||||
<meta name="twitter:card" content="summary" />
|
||||
<meta name="twitter:title" content="what can I do with stuff I find online?" />
|
||||
|
||||
<meta name="twitter:description" content="A short course on the ethics and legality of working with data" />
|
||||
|
||||
|
||||
<meta name="author" content="Alex Fenlon and Jeremy H. Kidwell">
|
||||
|
||||
|
||||
<meta name="date" content="2016-12-02">
|
||||
|
||||
<meta name="viewport" content="width=device-width, initial-scale=1">
|
||||
<meta name="apple-mobile-web-app-capable" content="yes">
|
||||
<meta name="apple-mobile-web-app-status-bar-style" content="black">
|
||||
|
||||
|
||||
<link rel="prev" href="reading.html">
|
||||
<link rel="next" href="copyright-licenses-and-data-as-property.html">
|
||||
<script src="libs/jquery-2.2.3/jquery.min.js"></script>
|
||||
<link href="libs/gitbook-2.6.7/css/style.css" rel="stylesheet" />
|
||||
<link href="libs/gitbook-2.6.7/css/plugin-bookdown.css" rel="stylesheet" />
|
||||
<link href="libs/gitbook-2.6.7/css/plugin-highlight.css" rel="stylesheet" />
|
||||
<link href="libs/gitbook-2.6.7/css/plugin-search.css" rel="stylesheet" />
|
||||
<link href="libs/gitbook-2.6.7/css/plugin-fontsettings.css" rel="stylesheet" />
|
||||
|
||||
|
||||
|
||||
|
||||
|
||||
|
||||
|
||||
|
||||
|
||||
|
||||
<link rel="stylesheet" href="style.css" type="text/css" />
|
||||
</head>
|
||||
|
||||
<body>
|
||||
|
||||
|
||||
|
||||
<div class="book without-animation with-summary font-size-2 font-family-1" data-basepath=".">
|
||||
|
||||
<div class="book-summary">
|
||||
<nav role="navigation">
|
||||
|
||||
<ul class="summary">
|
||||
<li><a href="./">An OER on the ethics and legality of working with digital data in research</a></li>
|
||||
|
||||
<li class="divider"></li>
|
||||
<li class="chapter" data-level="1" data-path="index.html"><a href="index.html"><i class="fa fa-check"></i><b>1</b> Introduction to the module</a></li>
|
||||
<li class="chapter" data-level="2" data-path="can-you-use-stuff-online-for-research.html"><a href="can-you-use-stuff-online-for-research.html"><i class="fa fa-check"></i><b>2</b> Can you use stuff online for research?</a><ul>
|
||||
<li class="chapter" data-level="2.1" data-path="can-you-use-stuff-online-for-research.html"><a href="can-you-use-stuff-online-for-research.html#iframe-video-here"><i class="fa fa-check"></i><b>2.1</b> iframe / video here</a></li>
|
||||
<li class="chapter" data-level="2.2" data-path="can-you-use-stuff-online-for-research.html"><a href="can-you-use-stuff-online-for-research.html#video-transcript"><i class="fa fa-check"></i><b>2.2</b> Video Transcript:</a></li>
|
||||
</ul></li>
|
||||
<li class="chapter" data-level="3" data-path="exploring-the-world-of-user-generated-data.html"><a href="exploring-the-world-of-user-generated-data.html"><i class="fa fa-check"></i><b>3</b> Exploring the world of user-generated data</a><ul>
|
||||
<li class="chapter" data-level="3.1" data-path="exploring-the-world-of-user-generated-data.html"><a href="exploring-the-world-of-user-generated-data.html#video"><i class="fa fa-check"></i><b>3.1</b> Video</a></li>
|
||||
<li class="chapter" data-level="3.2" data-path="exploring-the-world-of-user-generated-data.html"><a href="exploring-the-world-of-user-generated-data.html#transcript-jeremy-kidwell-speaking"><i class="fa fa-check"></i><b>3.2</b> Transcript (Jeremy Kidwell speaking)</a></li>
|
||||
</ul></li>
|
||||
<li class="chapter" data-level="4" data-path="exercise-1.html"><a href="exercise-1.html"><i class="fa fa-check"></i><b>4</b> Exercise 1</a></li>
|
||||
<li class="chapter" data-level="5" data-path="exercise-2-documentary-analysis.html"><a href="exercise-2-documentary-analysis.html"><i class="fa fa-check"></i><b>5</b> Exercise 2 - documentary analysis</a></li>
|
||||
<li class="chapter" data-level="6" data-path="exercise-3-reading.html"><a href="exercise-3-reading.html"><i class="fa fa-check"></i><b>6</b> Exercise 3 - reading!</a></li>
|
||||
<li class="chapter" data-level="7" data-path="reading.html"><a href="reading.html"><i class="fa fa-check"></i><b>7</b> Reading:</a></li>
|
||||
<li class="chapter" data-level="8" data-path="other-media.html"><a href="other-media.html"><i class="fa fa-check"></i><b>8</b> Other media:</a></li>
|
||||
<li class="chapter" data-level="9" data-path="copyright-licenses-and-data-as-property.html"><a href="copyright-licenses-and-data-as-property.html"><i class="fa fa-check"></i><b>9</b> Copyright, licenses, and data as property?</a></li>
|
||||
<li class="chapter" data-level="10" data-path="confidentiality-anonymity-consent-and-privacy.html"><a href="confidentiality-anonymity-consent-and-privacy.html"><i class="fa fa-check"></i><b>10</b> Confidentiality, anonymity, consent, and privacy</a></li>
|
||||
<li class="chapter" data-level="11" data-path="transcript-of-the-video.html"><a href="transcript-of-the-video.html"><i class="fa fa-check"></i><b>11</b> Transcript of the video:</a></li>
|
||||
<li class="chapter" data-level="12" data-path="resources.html"><a href="resources.html"><i class="fa fa-check"></i><b>12</b> Resources:</a></li>
|
||||
<li class="chapter" data-level="13" data-path="final-steps-how-do-we-decide-what-to-do.html"><a href="final-steps-how-do-we-decide-what-to-do.html"><i class="fa fa-check"></i><b>13</b> Final Steps - How do we decide what to do?</a></li>
|
||||
<li class="divider"></li>
|
||||
<li><a href="https://github.com/rstudio/bookdown" target="blank">Published with bookdown</a></li>
|
||||
|
||||
</ul>
|
||||
|
||||
</nav>
|
||||
</div>
|
||||
|
||||
<div class="book-body">
|
||||
<div class="body-inner">
|
||||
<div class="book-header" role="navigation">
|
||||
<h1>
|
||||
<i class="fa fa-circle-o-notch fa-spin"></i><a href="./">what can I do with stuff I find online?</a>
|
||||
</h1>
|
||||
</div>
|
||||
|
||||
<div class="page-wrapper" tabindex="-1" role="main">
|
||||
<div class="page-inner">
|
||||
|
||||
<section class="normal" id="section-">
|
||||
<div id="other-media" class="section level1">
|
||||
<h1><span class="header-section-number">Chapter 8</span> Other media:</h1>
|
||||
<ul>
|
||||
<li>Film: <a href="http://tacma.net/">“Terms and Conditions May Apply”</a> summarised in the <a href="https://www.huffingtonpost.com/mark-weinstein/terms-and-conditions-may-_b_3692883.html">Huffington Post</a></li>
|
||||
</ul>
|
||||
|
||||
</div>
|
||||
</section>
|
||||
|
||||
</div>
|
||||
</div>
|
||||
</div>
|
||||
<a href="reading.html" class="navigation navigation-prev " aria-label="Previous page"><i class="fa fa-angle-left"></i></a>
|
||||
<a href="copyright-licenses-and-data-as-property.html" class="navigation navigation-next " aria-label="Next page"><i class="fa fa-angle-right"></i></a>
|
||||
</div>
|
||||
</div>
|
||||
<script src="libs/gitbook-2.6.7/js/app.min.js"></script>
|
||||
<script src="libs/gitbook-2.6.7/js/lunr.js"></script>
|
||||
<script src="libs/gitbook-2.6.7/js/plugin-search.js"></script>
|
||||
<script src="libs/gitbook-2.6.7/js/plugin-sharing.js"></script>
|
||||
<script src="libs/gitbook-2.6.7/js/plugin-fontsettings.js"></script>
|
||||
<script src="libs/gitbook-2.6.7/js/plugin-bookdown.js"></script>
|
||||
<script src="libs/gitbook-2.6.7/js/jquery.highlight.js"></script>
|
||||
<script>
|
||||
gitbook.require(["gitbook"], function(gitbook) {
|
||||
gitbook.start({
|
||||
"sharing": {
|
||||
"github": false,
|
||||
"facebook": true,
|
||||
"twitter": true,
|
||||
"google": false,
|
||||
"linkedin": false,
|
||||
"weibo": false,
|
||||
"instapper": false,
|
||||
"vk": false,
|
||||
"all": ["facebook", "google", "twitter", "linkedin", "weibo", "instapaper"]
|
||||
},
|
||||
"fontsettings": {
|
||||
"theme": "white",
|
||||
"family": "sans",
|
||||
"size": 2
|
||||
},
|
||||
"edit": {
|
||||
"link": null,
|
||||
"text": null
|
||||
},
|
||||
"download": null,
|
||||
"toc": {
|
||||
"collapse": "subsection"
|
||||
}
|
||||
});
|
||||
});
|
||||
</script>
|
||||
|
||||
</body>
|
||||
|
||||
</html>
|
||||
169
static/files/bookdown/data_ethics-law_course/reading.html
Normal file
169
static/files/bookdown/data_ethics-law_course/reading.html
Normal file
|
|
@ -0,0 +1,169 @@
|
|||
<!DOCTYPE html>
|
||||
<html >
|
||||
|
||||
<head>
|
||||
|
||||
<meta charset="UTF-8">
|
||||
<meta http-equiv="X-UA-Compatible" content="IE=edge">
|
||||
<title>what can I do with stuff I find online?</title>
|
||||
<meta name="description" content="A short course on the ethics and legality of working with data">
|
||||
<meta name="generator" content="bookdown 0.7 and GitBook 2.6.7">
|
||||
|
||||
<meta property="og:title" content="what can I do with stuff I find online?" />
|
||||
<meta property="og:type" content="book" />
|
||||
<meta property="og:url" content="http://jeremykidwell.info/files/bookdown/data_ethics-law_course/" />
|
||||
|
||||
<meta property="og:description" content="A short course on the ethics and legality of working with data" />
|
||||
<meta name="github-repo" content="kidwellj/data_ethics-law_course" />
|
||||
|
||||
<meta name="twitter:card" content="summary" />
|
||||
<meta name="twitter:title" content="what can I do with stuff I find online?" />
|
||||
|
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<meta name="twitter:description" content="A short course on the ethics and legality of working with data" />
|
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|
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|
||||
<meta name="author" content="Alex Fenlon and Jeremy H. Kidwell">
|
||||
|
||||
|
||||
<meta name="date" content="2016-12-02">
|
||||
|
||||
<meta name="viewport" content="width=device-width, initial-scale=1">
|
||||
<meta name="apple-mobile-web-app-capable" content="yes">
|
||||
<meta name="apple-mobile-web-app-status-bar-style" content="black">
|
||||
|
||||
|
||||
<link rel="prev" href="exercise-3-reading.html">
|
||||
<link rel="next" href="other-media.html">
|
||||
<script src="libs/jquery-2.2.3/jquery.min.js"></script>
|
||||
<link href="libs/gitbook-2.6.7/css/style.css" rel="stylesheet" />
|
||||
<link href="libs/gitbook-2.6.7/css/plugin-bookdown.css" rel="stylesheet" />
|
||||
<link href="libs/gitbook-2.6.7/css/plugin-highlight.css" rel="stylesheet" />
|
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<link href="libs/gitbook-2.6.7/css/plugin-search.css" rel="stylesheet" />
|
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<link href="libs/gitbook-2.6.7/css/plugin-fontsettings.css" rel="stylesheet" />
|
||||
|
||||
|
||||
|
||||
|
||||
|
||||
|
||||
|
||||
|
||||
|
||||
|
||||
<link rel="stylesheet" href="style.css" type="text/css" />
|
||||
</head>
|
||||
|
||||
<body>
|
||||
|
||||
|
||||
|
||||
<div class="book without-animation with-summary font-size-2 font-family-1" data-basepath=".">
|
||||
|
||||
<div class="book-summary">
|
||||
<nav role="navigation">
|
||||
|
||||
<ul class="summary">
|
||||
<li><a href="./">An OER on the ethics and legality of working with digital data in research</a></li>
|
||||
|
||||
<li class="divider"></li>
|
||||
<li class="chapter" data-level="1" data-path="index.html"><a href="index.html"><i class="fa fa-check"></i><b>1</b> Introduction to the module</a></li>
|
||||
<li class="chapter" data-level="2" data-path="can-you-use-stuff-online-for-research.html"><a href="can-you-use-stuff-online-for-research.html"><i class="fa fa-check"></i><b>2</b> Can you use stuff online for research?</a><ul>
|
||||
<li class="chapter" data-level="2.1" data-path="can-you-use-stuff-online-for-research.html"><a href="can-you-use-stuff-online-for-research.html#iframe-video-here"><i class="fa fa-check"></i><b>2.1</b> iframe / video here</a></li>
|
||||
<li class="chapter" data-level="2.2" data-path="can-you-use-stuff-online-for-research.html"><a href="can-you-use-stuff-online-for-research.html#video-transcript"><i class="fa fa-check"></i><b>2.2</b> Video Transcript:</a></li>
|
||||
</ul></li>
|
||||
<li class="chapter" data-level="3" data-path="exploring-the-world-of-user-generated-data.html"><a href="exploring-the-world-of-user-generated-data.html"><i class="fa fa-check"></i><b>3</b> Exploring the world of user-generated data</a><ul>
|
||||
<li class="chapter" data-level="3.1" data-path="exploring-the-world-of-user-generated-data.html"><a href="exploring-the-world-of-user-generated-data.html#video"><i class="fa fa-check"></i><b>3.1</b> Video</a></li>
|
||||
<li class="chapter" data-level="3.2" data-path="exploring-the-world-of-user-generated-data.html"><a href="exploring-the-world-of-user-generated-data.html#transcript-jeremy-kidwell-speaking"><i class="fa fa-check"></i><b>3.2</b> Transcript (Jeremy Kidwell speaking)</a></li>
|
||||
</ul></li>
|
||||
<li class="chapter" data-level="4" data-path="exercise-1.html"><a href="exercise-1.html"><i class="fa fa-check"></i><b>4</b> Exercise 1</a></li>
|
||||
<li class="chapter" data-level="5" data-path="exercise-2-documentary-analysis.html"><a href="exercise-2-documentary-analysis.html"><i class="fa fa-check"></i><b>5</b> Exercise 2 - documentary analysis</a></li>
|
||||
<li class="chapter" data-level="6" data-path="exercise-3-reading.html"><a href="exercise-3-reading.html"><i class="fa fa-check"></i><b>6</b> Exercise 3 - reading!</a></li>
|
||||
<li class="chapter" data-level="7" data-path="reading.html"><a href="reading.html"><i class="fa fa-check"></i><b>7</b> Reading:</a></li>
|
||||
<li class="chapter" data-level="8" data-path="other-media.html"><a href="other-media.html"><i class="fa fa-check"></i><b>8</b> Other media:</a></li>
|
||||
<li class="chapter" data-level="9" data-path="copyright-licenses-and-data-as-property.html"><a href="copyright-licenses-and-data-as-property.html"><i class="fa fa-check"></i><b>9</b> Copyright, licenses, and data as property?</a></li>
|
||||
<li class="chapter" data-level="10" data-path="confidentiality-anonymity-consent-and-privacy.html"><a href="confidentiality-anonymity-consent-and-privacy.html"><i class="fa fa-check"></i><b>10</b> Confidentiality, anonymity, consent, and privacy</a></li>
|
||||
<li class="chapter" data-level="11" data-path="transcript-of-the-video.html"><a href="transcript-of-the-video.html"><i class="fa fa-check"></i><b>11</b> Transcript of the video:</a></li>
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|
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<li class="chapter" data-level="13" data-path="final-steps-how-do-we-decide-what-to-do.html"><a href="final-steps-how-do-we-decide-what-to-do.html"><i class="fa fa-check"></i><b>13</b> Final Steps - How do we decide what to do?</a></li>
|
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|
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<li><a href="https://github.com/rstudio/bookdown" target="blank">Published with bookdown</a></li>
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<h1>
|
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<i class="fa fa-circle-o-notch fa-spin"></i><a href="./">what can I do with stuff I find online?</a>
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<section class="normal" id="section-">
|
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|
||||
<h1><span class="header-section-number">Chapter 7</span> Reading:</h1>
|
||||
<ul>
|
||||
<li>Survey re: facebook users</li>
|
||||
<li><a href="https://motherboard.vice.com/en_us/article/mg9vvn/how-our-likes-helped-trump-win" class="uri">https://motherboard.vice.com/en_us/article/mg9vvn/how-our-likes-helped-trump-win</a></li>
|
||||
<li><a href="https://www.theguardian.com/news/2018/mar/17/cambridge-analytica-facebook-influence-us-election" class="uri">https://www.theguardian.com/news/2018/mar/17/cambridge-analytica-facebook-influence-us-election</a></li>
|
||||
<li><a href="https://www.fastcompany.com/40550423/how-facebook-blew-it" class="uri">https://www.fastcompany.com/40550423/how-facebook-blew-it</a></li>
|
||||
<li><a href="https://www.npr.org/2016/08/23/491024846/do-you-read-terms-of-service-contracts-not-many-do-research-shows" class="uri">https://www.npr.org/2016/08/23/491024846/do-you-read-terms-of-service-contracts-not-many-do-research-shows</a></li>
|
||||
<li><a href="https://www.theatlantic.com/technology/archive/2012/03/reading-the-privacy-policies-you-encounter-in-a-year-would-take-76-work-days/253851/" class="uri">https://www.theatlantic.com/technology/archive/2012/03/reading-the-privacy-policies-you-encounter-in-a-year-would-take-76-work-days/253851/</a></li>
|
||||
<li><a href="http://journals.uic.edu/ojs/index.php/fm/article/view/7350" class="uri">http://journals.uic.edu/ojs/index.php/fm/article/view/7350</a></li>
|
||||
</ul>
|
||||
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<li><a href="./">An OER on the ethics and legality of working with digital data in research</a></li>
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|
||||
<li class="divider"></li>
|
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<li class="chapter" data-level="1" data-path="index.html"><a href="index.html"><i class="fa fa-check"></i><b>1</b> Introduction to the module</a></li>
|
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<li class="chapter" data-level="2" data-path="can-you-use-stuff-online-for-research.html"><a href="can-you-use-stuff-online-for-research.html"><i class="fa fa-check"></i><b>2</b> Can you use stuff online for research?</a><ul>
|
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<li class="chapter" data-level="2.1" data-path="can-you-use-stuff-online-for-research.html"><a href="can-you-use-stuff-online-for-research.html#iframe-video-here"><i class="fa fa-check"></i><b>2.1</b> iframe / video here</a></li>
|
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<li class="chapter" data-level="2.2" data-path="can-you-use-stuff-online-for-research.html"><a href="can-you-use-stuff-online-for-research.html#video-transcript"><i class="fa fa-check"></i><b>2.2</b> Video Transcript:</a></li>
|
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</ul></li>
|
||||
<li class="chapter" data-level="3" data-path="exploring-the-world-of-user-generated-data.html"><a href="exploring-the-world-of-user-generated-data.html"><i class="fa fa-check"></i><b>3</b> Exploring the world of user-generated data</a><ul>
|
||||
<li class="chapter" data-level="3.1" data-path="exploring-the-world-of-user-generated-data.html"><a href="exploring-the-world-of-user-generated-data.html#video"><i class="fa fa-check"></i><b>3.1</b> Video</a></li>
|
||||
<li class="chapter" data-level="3.2" data-path="exploring-the-world-of-user-generated-data.html"><a href="exploring-the-world-of-user-generated-data.html#transcript-jeremy-kidwell-speaking"><i class="fa fa-check"></i><b>3.2</b> Transcript (Jeremy Kidwell speaking)</a></li>
|
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</ul></li>
|
||||
<li class="chapter" data-level="4" data-path="exercise-1.html"><a href="exercise-1.html"><i class="fa fa-check"></i><b>4</b> Exercise 1</a></li>
|
||||
<li class="chapter" data-level="5" data-path="exercise-2-documentary-analysis.html"><a href="exercise-2-documentary-analysis.html"><i class="fa fa-check"></i><b>5</b> Exercise 2 - documentary analysis</a></li>
|
||||
<li class="chapter" data-level="6" data-path="exercise-3-reading.html"><a href="exercise-3-reading.html"><i class="fa fa-check"></i><b>6</b> Exercise 3 - reading!</a></li>
|
||||
<li class="chapter" data-level="7" data-path="reading.html"><a href="reading.html"><i class="fa fa-check"></i><b>7</b> Reading:</a></li>
|
||||
<li class="chapter" data-level="8" data-path="other-media.html"><a href="other-media.html"><i class="fa fa-check"></i><b>8</b> Other media:</a></li>
|
||||
<li class="chapter" data-level="9" data-path="copyright-licenses-and-data-as-property.html"><a href="copyright-licenses-and-data-as-property.html"><i class="fa fa-check"></i><b>9</b> Copyright, licenses, and data as property?</a></li>
|
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<li class="chapter" data-level="10" data-path="confidentiality-anonymity-consent-and-privacy.html"><a href="confidentiality-anonymity-consent-and-privacy.html"><i class="fa fa-check"></i><b>10</b> Confidentiality, anonymity, consent, and privacy</a></li>
|
||||
<li class="chapter" data-level="11" data-path="transcript-of-the-video.html"><a href="transcript-of-the-video.html"><i class="fa fa-check"></i><b>11</b> Transcript of the video:</a></li>
|
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|
||||
<li class="chapter" data-level="13" data-path="final-steps-how-do-we-decide-what-to-do.html"><a href="final-steps-how-do-we-decide-what-to-do.html"><i class="fa fa-check"></i><b>13</b> Final Steps - How do we decide what to do?</a></li>
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<i class="fa fa-circle-o-notch fa-spin"></i><a href="./">what can I do with stuff I find online?</a>
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</h1>
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|
||||
<h1><span class="header-section-number">Chapter 12</span> Resources:</h1>
|
||||
<ul>
|
||||
<li>“Genealogy Databases Enable Naming of Anonymous DNA Donors” <a href="http://science.sciencemag.org/content/339/6117/262" class="uri">http://science.sciencemag.org/content/339/6117/262</a></li>
|
||||
<li>The full technical report, “<a href="http://science.sciencemag.org/content/339/6117/321">Identifying Personal Genomes by Surname Inference</a>”</li>
|
||||
<li><a href="http://www.pnas.org/content/pnas/111/24/8788.full.pdf" class="uri">http://www.pnas.org/content/pnas/111/24/8788.full.pdf</a></li>
|
||||
<li>PNAS Editorial expression of concern:</li>
|
||||
<li><a href="https://www.hhs.gov/ohrp/regulations-and-policy/regulations/common-rule/index.html" class="uri">https://www.hhs.gov/ohrp/regulations-and-policy/regulations/common-rule/index.html</a></li>
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<ul class="summary">
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<li><a href="./">An OER on the ethics and legality of working with digital data in research</a></li>
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<li class="divider"></li>
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<li class="chapter" data-level="1" data-path="index.html"><a href="index.html"><i class="fa fa-check"></i><b>1</b> Introduction to the module</a></li>
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<li class="chapter" data-level="2" data-path="can-you-use-stuff-online-for-research.html"><a href="can-you-use-stuff-online-for-research.html"><i class="fa fa-check"></i><b>2</b> Can you use stuff online for research?</a><ul>
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<li class="chapter" data-level="2.1" data-path="can-you-use-stuff-online-for-research.html"><a href="can-you-use-stuff-online-for-research.html#iframe-video-here"><i class="fa fa-check"></i><b>2.1</b> iframe / video here</a></li>
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<li class="chapter" data-level="2.2" data-path="can-you-use-stuff-online-for-research.html"><a href="can-you-use-stuff-online-for-research.html#video-transcript"><i class="fa fa-check"></i><b>2.2</b> Video Transcript:</a></li>
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</ul></li>
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<li class="chapter" data-level="3" data-path="exploring-the-world-of-user-generated-data.html"><a href="exploring-the-world-of-user-generated-data.html"><i class="fa fa-check"></i><b>3</b> Exploring the world of user-generated data</a><ul>
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<li class="chapter" data-level="3.1" data-path="exploring-the-world-of-user-generated-data.html"><a href="exploring-the-world-of-user-generated-data.html#video"><i class="fa fa-check"></i><b>3.1</b> Video</a></li>
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<li class="chapter" data-level="3.2" data-path="exploring-the-world-of-user-generated-data.html"><a href="exploring-the-world-of-user-generated-data.html#transcript-jeremy-kidwell-speaking"><i class="fa fa-check"></i><b>3.2</b> Transcript (Jeremy Kidwell speaking)</a></li>
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</ul></li>
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<li class="chapter" data-level="4" data-path="exercise-1.html"><a href="exercise-1.html"><i class="fa fa-check"></i><b>4</b> Exercise 1</a></li>
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<li class="chapter" data-level="5" data-path="exercise-2-documentary-analysis.html"><a href="exercise-2-documentary-analysis.html"><i class="fa fa-check"></i><b>5</b> Exercise 2 - documentary analysis</a></li>
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<li class="chapter" data-level="6" data-path="exercise-3-reading.html"><a href="exercise-3-reading.html"><i class="fa fa-check"></i><b>6</b> Exercise 3 - reading!</a></li>
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<li class="chapter" data-level="7" data-path="reading.html"><a href="reading.html"><i class="fa fa-check"></i><b>7</b> Reading:</a></li>
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<li class="chapter" data-level="9" data-path="copyright-licenses-and-data-as-property.html"><a href="copyright-licenses-and-data-as-property.html"><i class="fa fa-check"></i><b>9</b> Copyright, licenses, and data as property?</a></li>
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<li class="chapter" data-level="10" data-path="confidentiality-anonymity-consent-and-privacy.html"><a href="confidentiality-anonymity-consent-and-privacy.html"><i class="fa fa-check"></i><b>10</b> Confidentiality, anonymity, consent, and privacy</a></li>
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<li class="chapter" data-level="11" data-path="transcript-of-the-video.html"><a href="transcript-of-the-video.html"><i class="fa fa-check"></i><b>11</b> Transcript of the video:</a></li>
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<li class="chapter" data-level="12" data-path="resources.html"><a href="resources.html"><i class="fa fa-check"></i><b>12</b> Resources:</a></li>
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<li class="chapter" data-level="13" data-path="final-steps-how-do-we-decide-what-to-do.html"><a href="final-steps-how-do-we-decide-what-to-do.html"><i class="fa fa-check"></i><b>13</b> Final Steps - How do we decide what to do?</a></li>
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<li class="divider"></li>
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<li><a href="https://github.com/rstudio/bookdown" target="blank">Published with bookdown</a></li>
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<h1>
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<i class="fa fa-circle-o-notch fa-spin"></i><a href="./">what can I do with stuff I find online?</a>
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</h1>
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<section class="normal" id="section-">
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<div id="transcript-of-the-video" class="section level1">
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<h1><span class="header-section-number">Chapter 11</span> Transcript of the video:</h1>
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<p>Data is used in a huge variety of ways, in fact, with the rise of digital platforms, social media, and big data, as we highlighted in our second session, few few aspects of our lives are “off limits”. To be fair, it’s not as if platforms like Google and Facebook have invented the idea of “data,” for decades scholarly researchers have been collecting and analysing data in ways that they hope will improve the quality of life for countless individual people.</p>
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<p>Let me give you one example of what I see as a benevolent kind of data collection. In recent years, DNA sequencing has become incredibly fast, efficient, and also inexpensive. Many issues with human health and disease have genetic components, and access to information about a range of human genomes can really help researchers to accelerate the pace of research and look for new areas of impact.</p>
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||||
<p>Though there are some movements encouraging people to share personal genetic data openly (especially given the way some of these genomic databases are privatised and expensive to access) there are expectedly rare. Instead, in most cases people who contribute their personal genomic data to research do so on the expectation that their contributions will be made confidential or anonymous.</p>
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<p>I’m sure that some of you will already be aware of research concepts like confidentiality, but it’s helpful to pause and highlight what are three fundamental aspects of empirical research before we continue this discussion.</p>
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<p>The first “core concept” in research ethics is</p>
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<ul>
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<li>Informed consent: Regardless of privacy concerns, it is a fundamental right of any person participating in research that they consent to participation in a given study. Though we may imagine that consent can be implied sometimes, our ability to “read” people simply isn’t that trustworthy. Consent cannot be assumed. This means that research subjects must be informed of the study, how it will work, and what the data will be used for - and then given the opportunity to choose whether to participate or not.</li>
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</ul>
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<p>The research arm of Facebook conducted a study in 2012, the results of which were published in the journal PNAS. For a brief period, they deliberately skewed the news for 689,003 people to emphasise either positive emotional content or negative emotional content. Researchers wanted to see if this had an impact on the way users used the platform. What they found was not surprising, it did have an impact. What did surprise this research team was the outcry by a wide range of academic researchers suggesting (rightly) that they had not observed the principle of informed consent. You can read the eventual expression of “editorial concern” by PNAS editors to see their repentance for publishing this article.</p>
|
||||
<p>Informed consent isn’t the whole picture, however. In many cases, as I’ve already suggested above, users might not be willing to participate in a study if their resposes were to be made public. So, one of the fundamental ways that researchers approach data ethics is to remove personally identifiable data. In some cases, identities are known to researchers but made confidential, such that the readers of research publication cannot identify individual persons. In other stricter cases, research subjects are anonymised, so that even researchers in their notes do not preserve the specific identity of the people contributing data. They are just “subject 1” “subject 2” and so on.</p>
|
||||
<p>[lower thirds information with key terms here in videography]</p>
|
||||
<p>In 2013 a team of scientists from MIT released a study with shocking results. Through some clever data analysis techniques, they had found a way to de-anonmise a major genomic database. You can read more about this later. There have also been subsequent studies by other research teams de-anonymising other anonymised research databases. Much like cambridge analytica, these researchers gathered together millions of small fragments of data together and then tested for compatibility against these databases. In the case of the work by this team at MIT, they were able to de-anonymise 50 out of 1000 subjects in that study. In other cases the rate has been much worse.</p>
|
||||
<p>So what does this mean for research ethics? Simply put, in this new internet age, we can just use “subject 1” and “subject 2”. Our computers are powerful enough, and our lives public enough that clever people can reverse engineer them. There are two possible ways to respond to this new context for digital data.</p>
|
||||
<p>First, researchers can try to lock down their data sets, ensuring that they are stored in secure digital repositories. What makes a digital repository secure? A whole lot of things - good passwords (and not ones which need to be changed every six months), strong and consistent network security and data privacy policies, clear ways to classify the levels of sensitivity of a given data-set, well-trained staff… etc. I’ve included some articles you can read here if you want to learn a bit more about how to set up a proper data vault.</p>
|
||||
<p>But as the range of high-profile hacks in recent years indicate, organisations very rarely check all these boxes, and so even secured data can be at risk of breach.</p>
|
||||
<p>This continued risk has led some researchers to take up another option, to pursue alternative research methods which do not emphasise privacy and confidentiality, but rather active participation by research subjects. To be fair, this will only work in certain contexts, definitely not in the context of highly sensitive data or in studies conducted with vulnerable people. But many researchers are having innovative and surprising results with participatory studies. We can involve research subjects in the design of a study, enable them to help us interpret the results, and make their voices known. The advantage here is that a study turns from a faceless mass into a specific group of unique people.</p>
|
||||
<p>This is a brave new digital world that we’re working in, to be sure. And it can be easy to ignore the risks associated with data generation and use in our excitement for new research and horizons to be explored. Research is fun, exciting, and often empowering. I like to say that the task of a researcher is to help people tell their stories. We need to be sure that we do this in a way that empowers those individuals and not just ourselves. And this means that we need to make responsible choices about research design and data management.</p>
|
||||
<p>In the tasks for this session, we’re going to have you do a deep dive into some of the studies we’ve mentioned briefly here and then to write up a brief reflection on what you’d like to make your own research design ethic. In the next session, we’re going to wrap-up and try to explore some of the ways that we can move forward as researchers in the midst of these very complicated scenarios that we’ve shared with you so far.</p>
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