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Can crowdsourcing be ethical?


This post originally appeared on the TechTank blog.

In the course of my graduate work at Harvard University, I paid hundreds of Americans living in poverty the equivalent of about $2 an hour. It was perfectly legal for me to do so, and my research had the approval of my university’s ethics board. I was not alone, or even unusual, in basing Ivy League research on less-than-Walmart wages; literally thousands of academic research projects pay the same substandard rates. Social scientists cannot pretend that the system is anything but exploitative. It is time for meaningful reform of crowdsourced research.

This is what crowdsourced research looks like. I posted a survey using Mechanical Turk (MTurk), a website run by Amazon.com. Across the country, hundreds of MTurk workers (“turkers”) agreed to fill out the survey in exchange for about 20 cents apiece, and within a few days I had my survey results. The process was easy, and above all, cheap. No wonder it is increasingly popular with academics; a search on Google Scholar returns thousands of academic papers citing MTurk, increasing from 173 in 2008 to 5,490 in 2014.

Mechanical Turk is a bargain for researchers, but not for workers. A survey typically takes a couple minutes per person, so the hourly rate is very low. This might be acceptable if all turkers were people with other jobs, for whom the payment was incidental. But scholars have known for years that the vast majority of MTurk tasks are completed by a small set of workers who spend long hours on the website, and that many of those workers are very poor. Here are the sobering facts:

  • About 80 percent of tasks on MTurk are completed by about 20 percent of participants that spend more than 15 hours a week working on the site. MTurk works not because it has many hobbyists, but because it has dedicated people who treat the tasks like a job.
  • About one in five turkers are earning less than $20,000 a year.
  • A third of U.S. turkers call MTurk an important source of income, and more than one in ten say they use MTurk money to make basic ends meet.

Journal articles that refer to Mechanical Turk. Source: PS: Political Science and Politics

It is easy to forget that these statistics represent real people, so let me introduce you to one of them. “Marjorie” is a 53-year-old woman from Indiana who had jobs in a grocery store and as a substitute teacher before a bad fall left her unable to work. Now, she says, “I sit there for probably eight hours a day answering surveys. I’ve done over 8,000 surveys.” For these full days of work, Marjorie estimates that she makes “$100 per month” from MTurk, which supplements the $189 she receives in food stamps. Asked about her economic situation, Marjorie simply says that she is “poverty stricken.”

I heard similar stories from other MTurk workers—very poor people, often elderly or disabled, working tremendous hours online just to keep themselves and their families afloat. I spoke to a woman who never got back on her feet after losing her home in Hurricane Rita, and another who had barely escaped foreclosure. A mother of two was working multiple jobs, plus her time MTurk, to keep her family off government assistance. Job options are few for many turkers, especially those who are disabled, and MTurk provides resources they might not otherwise have. But these workers that work anonymously from home are isolated and have few avenues to organize for higher wages or other employment protections.

Once I realized how poorly paid my respondents were, I went back and gave every one of my over 1,400 participants a “bonus” to raise the survey respondent rate to the equivalent of a $10 hourly wage. (I paid an additional $15 to respondents who participated in an interview.) This cost me a little bit more money, but less than you might imagine. For a 3-minute survey of 800 people, going from a 20-cent to a 50-cent payment costs an additional $240. But if every researcher paid an ethical wage, it would really add up for people like Marjorie. In fact, it would likely double her monthly income from MTurk.

Raising wages is a start, but it should not be up to individual researchers to impose workplace standards. In this month’s PS: Political Science and Politics, a peer-reviewed journal published for the American Political Science Association, I have called for new standards for crowdsourced research to be implemented not only by individual researchers, but also by universities, journals, and grantmakers. For instance, journal editors should commit to publishing only those articles that pay respondents an ethical rate, and university ethics boards should create guidelines for use of crowdsourcing that consider wages and also crowdsourcers’ lack of access to basic employment protections.

The alternative is continuing to pay below-minimum-wage rates to a substantial number of poor people who rely on this income for their basic needs. This is simply no alternative at all.

Image Source: © Romeo Ranoco / Reuters
      
 
 




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Money for nothing: Why a universal basic income is a step too far


The idea of a universal basic income (UBI) is certainly an intriguing one, and has been gaining traction. Swiss voters just turned it down. But it is still alive in Finland, in the Netherlands, in Alaska, in Oakland, CA, and in parts of Canada. 

Advocates of a UBI include Charles Murray on the right and Anthony Atkinson on the left. This surprising alliance alone makes it interesting, and it is a reasonable response to a growing pool of Americans made jobless by the march of technology and a safety net that is overly complex and bureaucratic. A comprehensive and excellent analysis in The Economist points out that while fears about technological unemployment have previously proved misleading, “the past is not always a good guide to the future.”

Hurting the poor

Robert Greenstein argues, however, that a UBI would actually hurt the poor by reallocating support up the income scale. His logic is inescapable: either we have to spend additional trillions providing income grants to all Americans or we have to limit assistance to those who need it most. 

One option is to provide unconditional payments along the lines of a UBI, but to phase it out as income rises. Libertarians like this approach since it gets rid of bureaucracies and leaves the poor free to spend the money on whatever they choose, rather than providing specific funds for particular needs. Liberals fear that such unconditional assistance would be unpopular and would be an easy target for elimination in the face of budget pressures. Right now most of our social programs are conditional. With the exception of the aged and the disabled, assistance is tied to work or to the consumption of necessities such as food, housing, or medical care, and our two largest means-tested programs are Food Stamps and the Earned Income Tax Credit.

The case for paternalism

Liberals have been less willing to openly acknowledge that a little paternalism in social policy may not be such a bad thing. In fact, progressives and libertarians alike are loath to admit that many of the poor and jobless are lacking more than just cash. They may be addicted to drugs or alcohol, suffer from mental health issues, have criminal records, or have difficulty functioning in a complex society. Money may be needed but money by itself does not cure such ills. 

A humane and wealthy society should provide the disadvantaged with adequate services and support. But there is nothing wrong with making assistance conditional on individuals fulfilling some obligation whether it is work, training, getting treatment, or living in a supportive but supervised environment.

In the end, the biggest problem with a universal basic income may not be its costs or its distributive implications, but the flawed assumption that money cures all ills.  

Image Source: © Tom Polansek / Reuters
      
 
 




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Coronavirus will harm America’s international students—and the universities they attend

With the growing outbreak of COVID-19, also known as the coronavirus, universities around the U.S. are canceling in-person classes, clamping down on travel, and sending students home. Protecting the health of students and staff, and limiting community transmission, is the most important priority. After taking care of emergency measures, universities need to be making administrative…

       




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8 recommendations for universities and professors during the coronavirus pandemic

Over 200 colleges and universities have closed in the United States due to the coronavirus pandemic. Some have canceled in-person classes for the rest of the spring 2020 semester, while others have canceled graduation. Universities are trying to make decisions in a fluid and unprecedented environment. Professors and instructors face their own challenges as they…

       




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Class Notes: College ‘Sticker Prices,’ the Gender Gap in Housing Returns, and More

This week in Class Notes: Fear of Ebola was a powerful force in shaping the 2014 midterm elections. Increases in the “sticker price” of a college discourage students from applying, even when they would be eligible for financial aid. The gender gap in housing returns is large and can explain 30% of the gender gap in wealth accumulation at retirement.…

       




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You’re graduating in a pandemic. What’s next?

Graduation is always an anxious time for young people on the threshold of the “real world,” but COVID-19 has created new uncertainties. For Generation Z, students’ final semesters are not exactly going as planned. Rather than celebrating with friends, many are worrying about finding a job while living in their childhood bedrooms. In recent years,…

       




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One year after Operation Varsity Blues, and in the midst of one of the greatest crises higher education has ever seen, college admissions and access have never been more important. A college degree has long been seen as a ticket into the middle class, but it is increasingly clear that not all institutions lead to…

       




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Why is the United States So Bad at Foreign Policy?

Stephen Walt writes that the United States' unusual historical experience, geographic isolation, large domestic market, and general ignorance have weakened its ability to make viable foreign-policy strategies.




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What Makes for a Moral Foreign Policy?

Joseph Nye's new book rates the efforts of presidents from FDR to Trump.




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The Low-Yield Nuclear Warhead: A Dangerous Weapon Based on Bad Strategic Thinking

In the unintuitive world of nuclear weapons strategy, it’s often difficult to identify which decisions can serve to decrease the risk of a devastating nuclear conflict and which might instead increase it. Such complexity stems from the very foundation of the field: Nuclear weapons are widely seen as bombs built never to be used. Historically, granular—even seemingly mundane—decisions about force structure, research efforts, or communicated strategy have confounded planners, sometimes causing the opposite of the intended effect.




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Accumulating Evidence Using Crowdsourcing and Machine Learning: A Living Bibliography about Existential Risk and Global Catastrophic Risk

The study of existential risk — the risk of human extinction or the collapse of human civilization — has only recently emerged as an integrated field of research, and yet an overwhelming volume of relevant research has already been published. To provide an evidence base for policy and risk analysis, this research should be systematically reviewed. In a systematic review, one of many time-consuming tasks is to read the titles and abstracts of research publications, to see if they meet the inclusion criteria. The authors show how this task can be shared between multiple people (using crowdsourcing) and partially automated (using machine learning), as methods of handling an overwhelming volume of research.




ic

How Do Past Presidents Rank in Foreign Policy?

How do presidents incorporate morality into decisions involving the national interest? Moral considerations explain why Truman, who authorized the use of nuclear weapons in Japan during World War II, later refused General MacArthur's request to use them in China during the Korean War. What is contextual intelligence, and how does it explain why Bush 41 is ranked first in foreign policy, but Bush 43 is found wanting? Is it possible for a president to lie in the service of the public interest? In this episode, Professor Joseph S. Nye considers these questions as he explores the role of morality in presidential decision-making from FDR to Trump.




ic

Secrecy, Public Relations and the British Nuclear Debate

The opening of the British archives has seen historians uncover the secrets of the UK's nuclear weapons programme since the 1990s. While a growing number have sought to expose these former secrets, there has been less effort to consider government secrecy itself. What was kept a secret, when and why? And how and why, notably from the 1980s, did the British government decide to officially disclose greater information about the British nuclear weapons programme to Members of Parliament, journalists, defence academics and the tax-paying general public. 




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Public Testimony on Trump Administration Funding for Nuclear Theft Preventing Programs

A nuclear explosion detonated anywhere by a terrorist group would be a global humanitarian, economic, and political catastrophe. The current COVID-19 pandemic reminds us not to ignore prevention of and preparation for low-probability, high-consequence disasters. For nuclear terrorism, while preparation is important, prevention must be the top priority. The most effective strategy for keeping nuclear weapons out of the hands of terrorists is to ensure that nuclear materials and facilities around the world have strong and sustainable security. Every president for more than two decades has made strengthening nuclear security around the globe a priority. This includes the Trump administration, whose 2018 Nuclear Posture Review states: “[n]uclear terrorism remains among the most significant threats to the security of the United States, allies, and partners.”




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So Do Morals Matter in U.S. Foreign Policy? I Asked the Expert.

In his new book, Do Morals Matter? Presidents and Foreign Policy from FDR to Trump, Joseph S. Nye developed a scorecard to determine how U.S. presidents since 1945 factored questions of ethics and morality into their foreign policy. In an interview, Henry Farrell asked him a few questions to get to the heart of his findings.




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The authors conducted a study which highlights how the U.S. public as a whole and various demographic groups view President Donald Trump's positions on nuclear weapons.




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Congestion pricing is all around us. Why is it taboo on our roads?

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Factoring Pandemic Risks into Financial Modelling

Today’s economic crisis leaves us with an unsettling and perplexing regret. Why weren’t financial portfolios already adjusted for risks that stem from health events such as pandemics? After all, financial portfolios are adjusted for liquidity risks, market risks, credit risks, and even operational and political risks.




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The Twin Crises and the Prospects for Political Sectarianism in Lebanon

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Oil Markets Provide a Glimpse of the Post-Pandemic Future

Henry Kissinger warns that many existing domestic and international institutions that have helped govern the past decades will not survive the Covid-19 crisis. He is surely correct.




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The Political Power of Proxies: Why Nonstate Actors Use Local Surrogates

Unlike state sponsors, which value proxies primarily for their military utility, nonstate sponsors use proxies mainly for their perceived political value. An analysis of three case studies—al-Qaida in the Arabian Peninsula, the People’s Protection Units in Syria, and Hezbollah in Lebanon—illustrates this argument.




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So Do Morals Matter in U.S. Foreign Policy? I Asked the Expert.

In his new book, Do Morals Matter? Presidents and Foreign Policy from FDR to Trump, Joseph S. Nye developed a scorecard to determine how U.S. presidents since 1945 factored questions of ethics and morality into their foreign policy. In an interview, Henry Farrell asked him a few questions to get to the heart of his findings.




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Oil's Collapse Is a Geopolitical Reset In Disguise

The world is on the cusp of a geopolitical reset. The global pandemic could well undermine international institutions, reinforce nationalism and spur de-globalization. But far-sighted leadership could also rekindle cooperation, glimmers of which appeared in the G-20’s offer of debt relief for some of the world’s poorest countries, a joint plea from more than 200 former national leaders for a more coordinated pandemic response and an unprecedented multinational pact to arrest the crash in oil markets.  




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What Caused the COVID-19 Testing Deficit?

As the divergent experiences of the US and South Korea show, testing can be the difference between disease containment and catastrophe. Rather than relying on national governments to ensure the rapid development, production, and deployment of diagnostics during outbreaks, the world needs a global coordinating platform.




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Why is the United States So Bad at Foreign Policy?

Stephen Walt writes that the United States' unusual historical experience, geographic isolation, large domestic market, and general ignorance have weakened its ability to make viable foreign-policy strategies.




ic

What Makes for a Moral Foreign Policy?

Joseph Nye's new book rates the efforts of presidents from FDR to Trump.




ic

The Low-Yield Nuclear Warhead: A Dangerous Weapon Based on Bad Strategic Thinking

In the unintuitive world of nuclear weapons strategy, it’s often difficult to identify which decisions can serve to decrease the risk of a devastating nuclear conflict and which might instead increase it. Such complexity stems from the very foundation of the field: Nuclear weapons are widely seen as bombs built never to be used. Historically, granular—even seemingly mundane—decisions about force structure, research efforts, or communicated strategy have confounded planners, sometimes causing the opposite of the intended effect.




ic

Accumulating Evidence Using Crowdsourcing and Machine Learning: A Living Bibliography about Existential Risk and Global Catastrophic Risk

The study of existential risk — the risk of human extinction or the collapse of human civilization — has only recently emerged as an integrated field of research, and yet an overwhelming volume of relevant research has already been published. To provide an evidence base for policy and risk analysis, this research should be systematically reviewed. In a systematic review, one of many time-consuming tasks is to read the titles and abstracts of research publications, to see if they meet the inclusion criteria. The authors show how this task can be shared between multiple people (using crowdsourcing) and partially automated (using machine learning), as methods of handling an overwhelming volume of research.




ic

How Do Past Presidents Rank in Foreign Policy?

How do presidents incorporate morality into decisions involving the national interest? Moral considerations explain why Truman, who authorized the use of nuclear weapons in Japan during World War II, later refused General MacArthur's request to use them in China during the Korean War. What is contextual intelligence, and how does it explain why Bush 41 is ranked first in foreign policy, but Bush 43 is found wanting? Is it possible for a president to lie in the service of the public interest? In this episode, Professor Joseph S. Nye considers these questions as he explores the role of morality in presidential decision-making from FDR to Trump.




ic

Secrecy, Public Relations and the British Nuclear Debate

The opening of the British archives has seen historians uncover the secrets of the UK's nuclear weapons programme since the 1990s. While a growing number have sought to expose these former secrets, there has been less effort to consider government secrecy itself. What was kept a secret, when and why? And how and why, notably from the 1980s, did the British government decide to officially disclose greater information about the British nuclear weapons programme to Members of Parliament, journalists, defence academics and the tax-paying general public. 




ic

Public Testimony on Trump Administration Funding for Nuclear Theft Preventing Programs

A nuclear explosion detonated anywhere by a terrorist group would be a global humanitarian, economic, and political catastrophe. The current COVID-19 pandemic reminds us not to ignore prevention of and preparation for low-probability, high-consequence disasters. For nuclear terrorism, while preparation is important, prevention must be the top priority. The most effective strategy for keeping nuclear weapons out of the hands of terrorists is to ensure that nuclear materials and facilities around the world have strong and sustainable security. Every president for more than two decades has made strengthening nuclear security around the globe a priority. This includes the Trump administration, whose 2018 Nuclear Posture Review states: “[n]uclear terrorism remains among the most significant threats to the security of the United States, allies, and partners.”




ic

So Do Morals Matter in U.S. Foreign Policy? I Asked the Expert.

In his new book, Do Morals Matter? Presidents and Foreign Policy from FDR to Trump, Joseph S. Nye developed a scorecard to determine how U.S. presidents since 1945 factored questions of ethics and morality into their foreign policy. In an interview, Henry Farrell asked him a few questions to get to the heart of his findings.




ic

Poll: What the American Public Likes and Hates about Trump's Nuclear Policies

The authors conducted a study which highlights how the U.S. public as a whole and various demographic groups view President Donald Trump's positions on nuclear weapons.




ic

Why is the United States So Bad at Foreign Policy?

Stephen Walt writes that the United States' unusual historical experience, geographic isolation, large domestic market, and general ignorance have weakened its ability to make viable foreign-policy strategies.




ic

What Makes for a Moral Foreign Policy?

Joseph Nye's new book rates the efforts of presidents from FDR to Trump.




ic

The Low-Yield Nuclear Warhead: A Dangerous Weapon Based on Bad Strategic Thinking

In the unintuitive world of nuclear weapons strategy, it’s often difficult to identify which decisions can serve to decrease the risk of a devastating nuclear conflict and which might instead increase it. Such complexity stems from the very foundation of the field: Nuclear weapons are widely seen as bombs built never to be used. Historically, granular—even seemingly mundane—decisions about force structure, research efforts, or communicated strategy have confounded planners, sometimes causing the opposite of the intended effect.




ic

Accumulating Evidence Using Crowdsourcing and Machine Learning: A Living Bibliography about Existential Risk and Global Catastrophic Risk

The study of existential risk — the risk of human extinction or the collapse of human civilization — has only recently emerged as an integrated field of research, and yet an overwhelming volume of relevant research has already been published. To provide an evidence base for policy and risk analysis, this research should be systematically reviewed. In a systematic review, one of many time-consuming tasks is to read the titles and abstracts of research publications, to see if they meet the inclusion criteria. The authors show how this task can be shared between multiple people (using crowdsourcing) and partially automated (using machine learning), as methods of handling an overwhelming volume of research.




ic

How Do Past Presidents Rank in Foreign Policy?

How do presidents incorporate morality into decisions involving the national interest? Moral considerations explain why Truman, who authorized the use of nuclear weapons in Japan during World War II, later refused General MacArthur's request to use them in China during the Korean War. What is contextual intelligence, and how does it explain why Bush 41 is ranked first in foreign policy, but Bush 43 is found wanting? Is it possible for a president to lie in the service of the public interest? In this episode, Professor Joseph S. Nye considers these questions as he explores the role of morality in presidential decision-making from FDR to Trump.




ic

Secrecy, Public Relations and the British Nuclear Debate

The opening of the British archives has seen historians uncover the secrets of the UK's nuclear weapons programme since the 1990s. While a growing number have sought to expose these former secrets, there has been less effort to consider government secrecy itself. What was kept a secret, when and why? And how and why, notably from the 1980s, did the British government decide to officially disclose greater information about the British nuclear weapons programme to Members of Parliament, journalists, defence academics and the tax-paying general public. 




ic

Public Testimony on Trump Administration Funding for Nuclear Theft Preventing Programs

A nuclear explosion detonated anywhere by a terrorist group would be a global humanitarian, economic, and political catastrophe. The current COVID-19 pandemic reminds us not to ignore prevention of and preparation for low-probability, high-consequence disasters. For nuclear terrorism, while preparation is important, prevention must be the top priority. The most effective strategy for keeping nuclear weapons out of the hands of terrorists is to ensure that nuclear materials and facilities around the world have strong and sustainable security. Every president for more than two decades has made strengthening nuclear security around the globe a priority. This includes the Trump administration, whose 2018 Nuclear Posture Review states: “[n]uclear terrorism remains among the most significant threats to the security of the United States, allies, and partners.”




ic

So Do Morals Matter in U.S. Foreign Policy? I Asked the Expert.

In his new book, Do Morals Matter? Presidents and Foreign Policy from FDR to Trump, Joseph S. Nye developed a scorecard to determine how U.S. presidents since 1945 factored questions of ethics and morality into their foreign policy. In an interview, Henry Farrell asked him a few questions to get to the heart of his findings.




ic

Poll: What the American Public Likes and Hates about Trump's Nuclear Policies

The authors conducted a study which highlights how the U.S. public as a whole and various demographic groups view President Donald Trump's positions on nuclear weapons.




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Environmental Insights Interview with Nick Stern

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Why Matter Matters: How Technology Characteristics Shape the Strategic Framing of Technologies

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Geopolitical and Market Implications of Renewable Hydrogen: New Dependencies in a Low-Carbon Energy World

To accelerate the global transition to a low-carbon economy, all energy systems and sectors must be actively decarbonized. While hydrogen has been a staple in the energy and chemical industries for decades, renewable hydrogen is drawing increased attention today as a versatile and sustainable energy carrier with the potential to play an important piece in the carbon-free energy puzzle. Countries around the world are piloting new projects and policies, yet adopting hydrogen at scale will require innovating along the value chains; scaling technologies while significantly reducing costs; deploying enabling infrastructure; and defining appropriate national and international policies and market structures.

What are the general principles of how renewable hydrogen may reshape the structure of global energy markets? What are the likely geopolitical consequences such changes would cause? A deeper understanding of these nascent dynamics will allow policy makers and corporate investors to better navigate the challenges and maximize the opportunities that decarbonization will bring, without falling into the inefficient behaviors of the past.