Most Americans don’t realize what companies can predict from their data
What does your phone know about you?
Sixty-seven percent of smartphone users rely on Google Maps to help them get to where they are going quickly and efficiently.
A major of feature of Google Maps is its ability to predict how long different navigation routes will take. That's possible because the mobile phone of each person using Google Maps sends data about its location and speed back to Google's servers, where it is analyzed to generate new data about traffic conditions.
Information like this is useful for navigation. But the exact same data that is used to predict traffic patterns can also be used to predict other kinds of information – information people might not be comfortable with revealing.
For example, data about a mobile phone's past location and movement patterns can be used to predict where a person lives, who their employer is, where they attend religious services and the age range of their children based on where they drop them off for school.
These predictions label who you are as a person and guess what you're likely to do in the future. Research shows that people are largely unaware that these predictions are possible, and, if they do become aware of it, don't like it. In my view, as someone who studies how predictive algorithms affect people's privacy, that is a major problem for digital privacy in the U.S.
How is this all possible?
Every device that you use, every company you do business with, every online account you create or loyalty program you join, and even the government itself collects data about you.
The kinds of data they collect include things like your name, address, age, Social Security or driver's license number, purchase transaction history, web browsing activity, voter registration information, whether you have children living with you or speak a foreign language, the photos you have posted to social media, the listing price of your home, whether you've recently had a life event like getting married, your credit score, what kind of car you drive, how much you spend on groceries, how much credit card debt you have and the location history from your mobile phone.
It doesn't matter if these datasets were collected separately by different sources and don't contain your name. It's still easy to match them up according to other information about you that they contain.
For example, there are identifiers in public records databases, like your name and home address, that can be matched up with GPS location data from an app on your mobile phone. This allows a third party to link your home address with the location where you spend most of your evening and nighttime hours – presumably where you live. This means the app developer and its partners have access to your name, even if you didn't directly give it to them.
In the U.S., the companies and platforms you interact with own the data they collect about you. This means they can legally sell this information to data brokers.
Data brokers are companies that are in the business of buying and selling datasets from a wide range of sources, including location data from many mobile phone carriers. Data brokers combine data to create detailed profiles of individual people, which they sell to other companies.
Combined datasets like this can be used to predict what you'll want to buy in order to target ads. For example, a company that has purchased data about you can do things like connect your social media accounts and web browsing history with the route you take when you're running errands and your purchase history at your local grocery store.
Employers use large datasets and predictive algorithms to make decisions about who to interview for jobs and predict who might quit. Police departments make lists of people who may be more likely to commit violent crimes. FICO, the same company that calculates credit scores, also calculates a “medication adherence score" that predicts who will stop taking their prescription medications.
Research shows that people are only aware of predictions that are shown to them in an app's user interface, and that make sense given the reason they decided to use the app.
How aware are people about this?
Even though people may be aware that their mobile phones have GPS and that their name and address are in a public records database somewhere, it's far less likely that they realize how their data can be combined to make new predictions. That's because privacy policies typically only include vague language about how data that's collected will be used.
In a January survey, the Pew Internet and American Life project asked adult Facebook users in the U.S. about the predictions that Facebook makes about their personal traits, based on data collected by the platform and its partners. For example, Facebook assigns a “multicultural affinity" category to some users, guessing how similar they are to people from different race or ethnic backgrounds. This information is used to target ads.
The survey found that 74 percent of people did not know about these predictions. About half said they are not comfortable with Facebook predicting information like this.
In my research, I've found that people are only aware of predictions that are shown to them in an app's user interface, and that makes sense given the reason they decided to use the app. For example, a 2017 study of fitness tracker users showed that people are aware that their tracker device collects their GPS location when they are exercising. But this doesn't translate into awareness that the activity tracker company can predict where they live.
In another study, I found that Google Search users know that Google collects data about their search history, and Facebook users are aware that Facebook knows who their friends are. But people don't know that their Facebook “likes" can be used to accurately predict their political party affiliation or sexual orientation.
What can be done about this?
Today's internet largely relies on people managing their own digital privacy.
Companies ask people up front to consent to systems that collect data and make predictions about them. This approach would work well for managing privacy, if people refused to use services that have privacy policies they don't like, and if companies wouldn't violate their own privacy policies.
Requiring users to consent without understanding how their data will be used also allows companies to shift the blame onto the user. If a user starts to feel like their data is being used in a way that they're not actually comfortable with, they don't have room to complain, because they consented, right?
In my view, there is no realistic way for users to be aware of the kinds of predictions that are possible. People naturally expect companies to use their data only in ways that are related to the reasons they had for interacting with the company or app in the first place. But companies usually aren't legally required to restrict the ways they use people's data to only things that users would expect.
One exception is Germany, where the Federal Cartel Office ruled on Feb. 7 that Facebook must specifically ask its users for permission to combine data collected about them on Facebook with data collected from third parties. The ruling also states that if people do not give their permission for this, they should still be able to use Facebook.
I believe that the U.S. needs stronger privacy-related regulation, so that companies will be more transparent and accountable to users about not just the data they collect, but also the kinds of predictions they're generating by combining data from multiple sources.
Iranian Tolkien scholar finds intriguing parallels between subcontinental geography and famous map of Middle-earth.
- J.R.R. Tolkien hinted that his stories are set in a really ancient version of Europe.
- But a fantasy realm can be inspired by a variety of places; and perhaps so is Tolkien's world.
- These intriguing similarities with Asian topography show that it may be time to 'decolonise' Middle-earth.
Mental decolonisation<img type="lazy-image" data-runner-src="https://assets.rebelmouse.io/eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9.eyJpbWFnZSI6Imh0dHBzOi8vYXNzZXRzLnJibC5tcy8yMzQzMDM0OS9vcmlnaW4ucG5nIiwiZXhwaXJlc19hdCI6MTY1MDU4Mjg3N30.pKS1PLxKYeJ6WDPAcleg7NCxzDn7Pddcg9rSJaul6no/img.png?width=980" id="56ee5" class="rm-shortcode" data-rm-shortcode-id="1d2ba98946accd12f7e0070c8d10154d" data-rm-shortcode-name="rebelmouse-image" alt="Menu page for Arda.ir, the website of the Persian Tolkien Society." />
Menu page for Arda.ir, the website of the Persian Tolkien Society.
Image: Arda.ir<p>Where on earth was Middle-earth? Based on a few hints by Tolkien himself, we've always sort-of assumed that his stories of "The Hobbit" and "The Lord of the Rings" were centered on Europe, but so long ago that the shape of the coasts and the land has changed. </p><p>But perhaps that's too easy and too Eurocentric an assumption; perhaps, like so many other things these days, Tolkien's fantasy realm too is in dire need of mental decolonisation.</p><p>And here's an excellent occasion: an Iranian Tolkienologist has found intriguing hints that the writer based some of Middle-earth's topography on mountains, rivers, and islands located in and near present-day Pakistan. </p><p>As mentioned in a previous article – recently reposted on the <a href="https://www.facebook.com/VeryStrangeMaps" target="_blank">Strange Maps Facebook page</a> on the occasion of the death of Ian Holm – Tolkien admitted that "The Shire is based on rural England, and not on any other country in the world," and that "the action of the story takes place in the North-West of 'Middle-earth', equivalent in latitude to the coastlands of Europe and the north shores of the Mediterranean."<br></p>
Non-European topography<img type="lazy-image" data-runner-src="https://assets.rebelmouse.io/eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9.eyJpbWFnZSI6Imh0dHBzOi8vYXNzZXRzLnJibC5tcy8yMzQzMDM1MC9vcmlnaW4ucG5nIiwiZXhwaXJlc19hdCI6MTY1NTQ4MzcyMX0.891LPW42L78fdrwUhXdgOab7cbhs3YOqZK4ukIQx-Rw/img.png?width=980" id="6741c" class="rm-shortcode" data-rm-shortcode-id="2b50c57cb3b8a3a1cc8a4696c89ad954" data-rm-shortcode-name="rebelmouse-image" alt="Map of Tian-shan, the Himalayas, and the Pamirs" />
If you look at it like that, yes: that does resemble Mordor...
Image: Mohammad Reza Kamali, reproduced with kind permission<p>Extrapolating from the location of the Shire in Middle-earth and from other clues dropped by Tolkien, geophysics and geology professor Peter Bird matched the geography of Middle-earth with that of Europe (more about that in the <a href="https://bigthink.com/strange-maps/121-where-on-earth-was-middle-earth?utm_medium=Social&utm_source=Facebook&fbclid=IwAR0ZFYK1EXrf4J3B3X5_U4hSAgidgBs24ZNTYV9QEFbz2qI34OA_DpZsn70#Echobox=1592583835" target="_blank">aforementioned article</a>).</p><p>However, seeing Middle-earth as a mere palimpsest for present-day Europe is to place an undue limit on the imagination of its creator. As Tolkien also said about the shape of his world: "[It] was devised 'dramatically' rather than geologically or paleontologically."</p><p>In other words, certain parts of Middle-earth may very well have been inspired by other places than European ones. It is telling that it took a non-European connoisseur of Tolkien's topography to find some examples. <br></p>
"Seen that map before"<img type="lazy-image" data-runner-src="https://assets.rebelmouse.io/eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9.eyJpbWFnZSI6Imh0dHBzOi8vYXNzZXRzLnJibC5tcy8yMzQzMDM1MS9vcmlnaW4ucG5nIiwiZXhwaXJlc19hdCI6MTY1MTQ3Njc3NH0.azDO1_NWm9q9FwMpmqBOV2troOX0ajAXS4lP2bLstJI/img.png?width=980" id="1b193" class="rm-shortcode" data-rm-shortcode-id="21c3d38b14503ba8edac18c0ef1cceb0" data-rm-shortcode-name="rebelmouse-image" alt="Map of Indus river" />
The Indus river is a prominent geographical feature of Pakistan. Its course is similar to that of the Anduin, the Great River of Middle-earth.
Image: Mohammad Reza Kamali, reproduced with kind permission<p>In an article published on <a href="https://arda.ir/" target="_blank">Arda.ir</a>, the web page for the Persian Tolkien Society, Mohammad Reza Kamali writes that during several years of cartographic study, "I found that maybe there are real lands [that] could have inspired Professor Tolkien, and some of them are not in Europe."</p><p>Around 2012, Kamali's eye stopped when it came across a Google Map of Central Asia that showed the mountain chain of the Himalayas, the peaks of the Pamirs bunched together in an almost circular area, and the huge, flat oval of the Takla Makan desert, bounded to the north by the Tian-Shan mountains. </p><p>"I had seen that map before," he writes. "This is of course Mordor, the land of Sauron and the dark powers of Middle-earth, where Frodo and Sam destroy the One Ring." </p><p>In <a href="http://lotrproject.com/map" target="_blank">Tolkien's world</a>, the Himalayas transform into Ephel Duath, the Mountains of Shadow; and the Tian Shan into Ered Lithui, the Ash Mountains. And the circle-shaped Pamirs "are the same shape and in exactly the same corner as the Udûn of Mordor, where Frodo and Sam originally tried getting into Mordor, via the Black Gate."<br></p>
Similar shapes<img type="lazy-image" data-runner-src="https://assets.rebelmouse.io/eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9.eyJpbWFnZSI6Imh0dHBzOi8vYXNzZXRzLnJibC5tcy8yMzQzMDM1Mi9vcmlnaW4uanBnIiwiZXhwaXJlc19hdCI6MTYxMDQyODMzNX0.KHrY7rDCNNaKKJQz-xn431APM2TqxGPCaMsqNvBe1xA/img.jpg?width=980" id="7a9fa" class="rm-shortcode" data-rm-shortcode-id="e87f1af97902201abc042640255606b2" data-rm-shortcode-name="rebelmouse-image" alt="Marine Corps helicopter flying over Tarbela Dam" />
A US Marine Corps helicopter flying over the Tarbela Dam on the Indus river in Pakistan. At its center: a former river island which may have been the inspiration for Cair Andros, a ship-shaped island in Middle-earth's Anduin river.
Image: Paul Duncan (USMC), public domain<p>Mulling over these similarities, Kamali became convinced that Tolkien's map work was heavily inspired by Asia. Looking further, he found more evidence. Consider Anduin, the Great River of Middle-earth, in whose waters the One Ring was lost for more than two thousand years. </p><p>On Tolkien's map, the Anduin bends toward the sea in a shape similar to that of another great river: the Indus, which runs the length of Pakistan. Like the Anduin, it flows to the west of a major mountain chain. A prominent feature of the Anduin is the river island of Cair Andros, just north of Osgiliath. Its name means 'Ship of Long Foam', a reference to its long and narrow shape, and the sharpness of its rocks, which split the waters of the Anduin like a prow. <br></p><p>Kamali is not entirely sure, but proposes that Tolkien may have been inspired by a similar-shaped island in the Indus. Now integrated into the Tarbela Dam, which was inaugurated in 1976, it would still have been a separate island in the 1930s and '40s, when Tolkien dreamed up his map.</p>
Kutch as Tolfalas Island<img type="lazy-image" data-runner-src="https://assets.rebelmouse.io/eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9.eyJpbWFnZSI6Imh0dHBzOi8vYXNzZXRzLnJibC5tcy8yMzQzMDM1NC9vcmlnaW4ucG5nIiwiZXhwaXJlc19hdCI6MTYwOTU5NjcyNn0.869W8iiowQb9_T3laFKOUe5o5UMXuMlSITb1VxRlC2g/img.png?width=980" id="9c49e" class="rm-shortcode" data-rm-shortcode-id="548bafc6042cc7515e07f77657aa161c" data-rm-shortcode-name="rebelmouse-image" alt="Map of Kutch" />
During the rainy season, the coastal region of Kutch, near the mouth of the Indus, turns into an island that resembles Tolfalas Island, near the mouth of the Anduin.
Image: Mohammad Reza Kamali, reproduced with kind permission<p>Turning our eyes to the mouth of the Anduin and Indus, we see another pair of islands, and Kamali is more certain about the real one having inspired the fictional one. The fictional one is Tolfalas Island, the largest island in Belfalas Bay. <br></p><p>At first glance, it doesn't seem to have a real-life counterpart near where the Indus joins the Arabian Sea. But take a look at the coastal part of the Indian state of Gujarat. It is known as <em>Kutch</em>, a name which apparently refers to its alternately wet and dry states. In the rainy season, the shallow wetlands flood and Kutch becomes an island – the biggest island in the Gulf of Kutch, and not too dissimilar to Tolfalas Island. </p>
General knowledge<img type="lazy-image" data-runner-src="https://assets.rebelmouse.io/eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9.eyJpbWFnZSI6Imh0dHBzOi8vYXNzZXRzLnJibC5tcy8yMzQzMDM1NS9vcmlnaW4uanBnIiwiZXhwaXJlc19hdCI6MTYyMDIwODkyOH0.aInJedv3tiQo1LmW-M6D5LV699oeWNltxeYcVKWwtF0/img.jpg?width=980" id="9bc6e" class="rm-shortcode" data-rm-shortcode-id="01d97d3941f9ba732b4df35c3aedd977" data-rm-shortcode-name="rebelmouse-image" alt="British Indian Empire 1909 Imperial Gazetteer of India" />
1909 map showing British India in pink (direct British control) and yellow (princely states). Circled: Kutch, clearly recognisable as an island.
Image: Edinburgh Geographical Institute; J. G. Bartholomew and Sons, public domain<p>But are these similarities really more than coincidences? Why would Tolkien, who was based in Oxford and steeped in English lore and Germanic mythology, turn to the Indian subcontinent for topographical inspiration? Perhaps because cartographic knowledge of that part of the world was far more general in Britain then than it is now. Until the late 1940s, the countries we know today as India and Pakistan were part of the British Empire. Detailed maps of the region would have been standard fare for British atlases. </p><p>Kamali is convinced that the topographical features on Tolkien's map of Middle-earth are not mere fantasy, but derive from actual places in our world, and were 'riddled' onto the map. In that case, we may look forward to more discoveries of Tolkien's real-world inspiration. <br></p>
From Frodingham to Frodo<img type="lazy-image" data-runner-src="https://assets.rebelmouse.io/eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9.eyJpbWFnZSI6Imh0dHBzOi8vYXNzZXRzLnJibC5tcy8yMzQzMDM1Ni9vcmlnaW4uanBnIiwiZXhwaXJlc19hdCI6MTY2MDkwNTE2OH0.zxa0eVWzVuySpq5wQTLSYrFjdVGWyvpXecQhQc_miy8/img.jpg?width=980" id="4ad77" class="rm-shortcode" data-rm-shortcode-id="ff9aace7fc7c111df3639a276cedf63c" data-rm-shortcode-name="rebelmouse-image" alt="Photograph of J. R. R. Tolkien in army uniform" />
J.R.R. Tolkien in 1916, when he was 24. Around that time, he was stationed near the village of Frodingham, which may have given him the inspiration for the name of the main protagonist in Lord of the Rings.
Image: public domain<p>Here's one example of Tolkienography—if that's what we can call the effect of actual geography on this particular writer's imagination—which I gleaned myself, some years ago in East Yorkshire. A local historian told me that Tolkien had been stationed in the area during the First World War, and had apparently stored away some local place names for later use. The name Frodo, he said, derived from a town where he had attended a few dances – Frodingham, a village across the Humber in northern Lincolnshire, not far from Scunthorpe (<em>Scunto</em>? We dodged a bullet there). </p><p>Whether that story is entirely true or not is beside the point. As fantasy fans know, any grail quest is ultimately about the quest, not the grail. In fact, to quote Mr Kamali, the treasure is important only because it's well hidden, "by a clever professor who enjoys riddles."</p><p><em>Unless otherwise indicated, illustrations are from Mr Kamali's <a href="https://arda.ir/the-tale-of-the-annotated-map-and-tolkien-hidden-riddles/?fbclid=IwAR3RmtU0ZdyzQGlK-iCsUjho4LA2W279fwO9dt8vv90FX2IeO3zrfMuMToU" target="_blank">article</a> on <a href="https://arda.ir/" target="_blank">Arda.ir</a>, reproduced with kind permission. </em><br></p><p><strong>Strange Maps #1036</strong></p><p><em>Got a strange map? Let me know at </em><a href="mailto:email@example.com">firstname.lastname@example.org</a><em>.</em></p>
Tea and coffee have known health benefits, but now we know they can work together.
Credit: NIKOLAY OSMACHKO from Pexels
- A new study finds drinking large amounts of coffee and tea lowers the risk of death in some adults by nearly two thirds.
- This is the first study to suggest the known benefits of these drinks are additive.
- The findings are great, but only directly apply to certain people.
Maybe you should enjoy this article with a cup of coffee or tea.<p> The <a href="https://drc.bmj.com/content/8/1/e001252?T=AU" target="_blank" rel="noopener noreferrer">study</a> involved 4,923 type 2 diabetics living in Japan. The average participant was 66 years old. All of the participants were taken from the rolls of the Fukuoka Diabetes Registry, a study geared at learning about the effects of new treatments and lifestyle changes on the health of diabetics. <br> <br> The participants filled out questionnaires concerning their health, diet, habits, and other factors. Among the questions were two focused on determining how much green tea or coffee, if any, the participants consumed over the course of a week. The health of the participants was recorded for five years. During this time, 309 of the test subjects died from a variety of causes. <br> <br> Subjects who drank more than one cup of tea or coffee per day demonstrated lower odds of dying than those who had none. Those who consumed the most tea and coffee, more than four and two cups a day, respectively, enjoyed the most significant reductions in their risk of death. This level of consumption was associated with a 40 percent lower risk of <a href="https://www.sciencedaily.com/releases/2020/10/201020190129.htm" target="_blank" rel="noopener noreferrer">death</a>. </p><p>Most interestingly, the effects of drinking tea and coffee appear to combine to reduce risk even further. Those who reported drinking two or three cups of tea a day and two or more cups of coffee were 51 percent less likely to die during the study, while those who drank a whopping four or more cups of tea and two or more cups of coffee had a 63 percent lower risk of <a href="https://www.medicalnewstoday.com/articles/diabetes-coffee-and-green-tea-might-reduce-death-risk" target="_blank" rel="noopener noreferrer">death</a>. </p>
So, should I start swimming in a vat of coffee and green tea?<iframe width="730" height="430" src="https://www.youtube.com/embed/LY0E-JQxeoY" frameborder="0" allow="accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture" allowfullscreen></iframe><p> Not quite. </p><p> The primary takeaway from this study is that Japanese adults with type 2 diabetes who drink a lot of green tea and/or coffee die less often than similar people who do not. If this effect is caused by something in the drink, lifestyle choices people who drink that much tea all make, or something else remains unknown. The finding must be considered an association at this point. <br> <br> The eye-popping reductions in mortality rates are compared to the risk of death of others in the study. The people who died reported drinking less tea and coffee than those who lived. Unless you have several demographic and conditional similarities to the subjects of this study, you probably won't suddenly be at a two-thirds lower risk of death than your peers because you drink green tea. </p><p> Like all studies that depend on self-reporting, it is also possible that people misstated how much they consumed any one item. The study also did not look into other factors like socioeconomic status or education level, also known to impact death rates and potentially linked to coffee and tea consumption. </p><p> However, it is yet another study in the pile that suggests that <a href="https://www.healthline.com/nutrition/top-13-evidence-based-health-benefits-of-coffee" target="_blank" rel="noopener noreferrer">coffee</a> and <a href="https://www.healthline.com/nutrition/top-10-evidence-based-health-benefits-of-green-tea" target="_blank" rel="noopener noreferrer">green tea</a> are good for you. That much is increasingly <a href="https://www.health.harvard.edu/press_releases/health-benefits-linked-to-drinking-tea" target="_blank" rel="noopener noreferrer">agreed</a><a href="https://www.rush.edu/health-wellness/discover-health/health-benefits-coffee" target="_blank" rel="noopener noreferrer"> upon</a>. This study also suggests the benefits are additive, which is a new development.</p><p><br> So, while it isn't time to start the IV drip of green tea, a cup or two probably won't <a href="https://www.webmd.com/diabetes/news/20201022/coffee-green-tea-might-extend-life-for-folks-with-type-2-diabetes" target="_blank" rel="noopener noreferrer">hurt</a>. </p>
But most city dwellers weren't seeing the science — they were seeing something out of Blade Runner.
On Sept. 9, many West Coast residents looked out their windows and witnessed a post-apocalyptic landscape: silhouetted cars, buildings and people bathed in an overpowering orange light that looked like a jacked-up sunset.