Category: Current Affairs

Learning to live with Woke

That is the topic of my latest Bloomberg column, or maybe try this link, note it is 3x the usual length and not easily excerpted.  Nonetheless here is one bit:

Note that it is not necessary to approve of all U.S. cultural exports to view the spread of wokeism as a net positive for the world. I do not like either Big Macs or Marvel movies, for instance. But at the end of the day I think American culture is a healthy, democratizing, liberating influence, so I want to extend it.

As the motivational speakers like to say, Winners win! And woke is right now one of America’s global winners. Part of what makes America great, and could help to make the rest of the world greater yet, is accepting a certain amount of semi-stupid, least-common-denominator culture.


It drives conservatives and libertarians crazy that woke ideas often have more purchase in the private sector than in the public sector. Private universities, for example, seem “more woke” than public universities.

Still, you read it here first (or maybe not): The halls of power in Washington just aren’t that woke! They are nothing like Twitter or Google or Yale University.

Yes, many woke opponents cite the role of government and the fear of lawsuits as forces driving woke behavior and corporate attachment to wokeism. And surely they have a point. Yet in much of the corporate and nonprofit world, wokeism is not merely a reflexive defense against lawsuits. It is embraced with enthusiasm.

Wokeism has passed a market test that has been going on for decades.

And in sum:

The arguments have been so fully joined because they are about how to define success, which is the fundamental American ideology. I believe such debates are not only healthy but also necessary. I also believe that the ideology of success will endure, though it may take less familiar forms over time. In some ways wokeism is what a feminized, globalized version of 21st century U.S. triumphalism looks like.

You don’t have to like that. But you may have to get used to it.

Recommended, do read the whole thing.

U.S.A. fact of the day solve for the equilibrium

Utah’s population grew faster than that of any other state between 2010 and 2020. Salt Lake City has the lowest jobless rate among all big cities, at 2.8%, compared with a national rate of 5.2%. That the state has rebounded so well from the downturn caused by the covid-19 pandemic is thanks to the Wasatch Front, an urban corridor that includes Salt Lake and Provo, home to Brigham Young University. The four counties that make up the Wasatch Front account for at least 80% of Utah’s economic activity, reckons Juliette Tennert, an economist at the University of Utah.

Here is more from The Economist, they also note that Utah ranks at or near the very bottom for metrics of gender equality.

Emergent Ventures India, new winners, third Indian cohort

Angad Daryani / Praan

Angad Daryani is 22-year-old social entrepreneur and inventor from Mumbai, and his goal is to find solutions for clean air at a low cost, accessible to all. He received his EV grant to build ultra-low cost, filter-less outdoor air purification systems for deployment in open areas through his startup Praan. Angad’s work was recently covered by the BBC here.

Swasthik Padma

Swasthik Padma is a 19-year-old inventor and researcher. He received his EV grant to develop PLASCRETE, a high-strength composite material made from non-recyclable plastic (post-consumer plastic waste which consists of Multilayer, Film Grade Plastics and Sand) in a device called PLASCREATOR, also developed by Swasthik. The final product serves as a stronger, cost-effective, non-corrosive, and sustainable alternative to concrete and wood as a building material. He is also working on agritech solutions, desalination devices, and low cost solutions to combat climate change.

Ajay Shah

Ajay Shah is an economist, the founder of the LEAP blog, and the coauthor (with Vijay Kelkar) of In Service of the Republic: The Art and Science of Economic Policy, an excellent book, covered by Alex here. He received his EV grant for creating a community of scholars and policymakers to work on vaccine production, distribution, and pricing, and the role of the government and private sector given India’s state capacity.

Meghraj Suthar

Meghraj Suthar, is an entrepreneur, software engineer, and author from Jodhpur. He founded Localites, a global community (6,000 members from more than 130 countries) of travelers and those who like to show around their cities to travelers for free or on an hourly charge. He also writes inspirational fiction. He has published two books: The Dreamers and The Believers and is working on his next book. He received his EV grant to develop his new project Growcify– helping small & medium-sized businesses in smaller Indian cities to go online with their own end-to-end integrated e-commerce app at very affordable pricing.

Jamie Martin/ The Queen’s English 

Jamie Martin and Sandeep Mallareddy founded The Queen’s English to develop a tool to help speak English. Indians who speak English earn 5x more than those who don’t. The Queen’s English provides 300 hours of totally scripted lesson plans on a simple Android app for high quality teaching by allowing anyone who can speak English to teach high quality spoken English lessons using just a mobile phone.

Rubén Poblete-Cazenave

Rubén Poblete-Cazenave is a post-doctoral fellow at the Department of Economics at Erasmus University Rotterdam. His work has focused on studying topics on political economy, development economics and economics of crime, with a particular interest in India. Rubén received his EV grant to study the dynamic effects of lockdowns on criminal activity and police performance in Bihar, and on violence against women in India.

Chandra Bhan Prasad

Chandra Bhan Prasad is an Indian scholar, political commentator, and author of the Bhopal Document, Dalit Phobia: Why Do They Hate Us?, What is Ambedkarism?, Dalit Diary, 1999-2003: Reflections on Apartheid in India, and co-author author (with D Shyam Babu and Devesh Kapur) of Defying the Odds: The Rise of Dalit Entrepreneurs. He is also the founder of the e-commerce platform and the editor of Dalit Enterprise magazine. He received his EV grant to pursue his research on Dalit capitalism as a movement for self-respect.

Praveen Tiwari

Praveen Tiwari is a rural education entrepreneur in India. At 17, he started Power of Youth to increase education and awareness among rural students in his district. To cope with the Covid lockdown he started the Study Garh with a YouTube channel to provide better quality educational content to rural students in their regional language (Hindi).

Preetham R and Vinayak Vineeth

Preetham R. and Vinayak Vineeth are 17-year-old high-schoolers from Bangalore. Preetham is interested in computing, futurism and space; and Vinayak is thinking about projects ranging from automation to web development. They received their EV grant for a semantic text analysis system based on graph similarity scores. The system (currently called the Knowledge Engine) will be used for perfectly private contextual advertising and will soon be expanded for other uses like better search engines, research tools and improved video streaming experiences. They hope to launch it commercially by the end of 2022.

Shriya Shankar:

Shriya Shankar is a 20-year-old social entrepreneur and computer science engineer from Bangalore and the founder of Project Sitara Foundation, which provides accessible STEM education to children from underserved communities. She received her EV grant to develop an accessible ed-tech series focused on contextualizing mathematics in Kannada to make learning more relatable and inclusive for children.

Baishali Bomjan and Bhuvana Anand

Baishali and Bhuvana are the co-founders of Trayas Foundation, an independent research and policy advisory organization that champions constitutional, social, and market liberalism in India through data-informed public discourse. Their particular focus is on dismantling regulatory bottlenecks to individual opportunity, dignity and freedom. The EV grant will support Trayas’s work for reforms in state labor regulations that ease doing business and further prosperity, and help end legal restrictions placed on women’s employment under India’s labor protection framework to engender economic agency for millions of Indians.

Akash Bhatia and Puru Botla / Infinite Analytics

Infinite Analytics received their first grant for developing the Sherlock platform to help Indian state governments with mobility analysis to combat Covid spread. Their second EV grant is to scale their platform and analyze patterns to understand the spread of the Delta variant in the 2021 Covid wave in India. They will analyze religious congregations, election rallies, crematoria footfalls and regular daily/weekly bazaars, and create capabilities to understand the spread of the virus in every city/town in India.

PS Vishnuprasad

Vishnuprasad is a 21-year-old BS-MS student at IISER Tirupati. He is interested in the intersection of political polarization and network science and focused on the emergence and spread of disinformation and fake news. He is working on the spread of disinformation and propaganda in spaces Indians use to access information on the internet. He received his EV grant to build a tool that tracks cross-platform spread of disinformation and propaganda on social media. He is also interested in the science of cooking and is a stand-up comedian and writer.

Prem Panicker:

Prem Panicker is a journalist, cricket writer, and founding editor of, a site dedicated to multimedia long form journalism focused on the environment, man/animal conflict, and development. He received an EV grant to explore India’s 7,400 km coastline, with an emphasis on coastal erosion, environmental degradation, and the consequent loss of lives and livelihoods.

Vaidehi Tandel

Vaidehi Tandel is an urban economist and Lecturer at the Henley Business School in University of Reading. She is interested in understanding the challenges and potential of India’s urban transformation and her EV grant will support her ongoing research on the political economy of urbanization in India. She was part of the team led by Malani that won the EV Covid India prize.

Abhinav Singh

Abhinav recently completed his Masters in the Behavioral and Computational Economics program at Chapman University’s Economic Science Institute. His goal is to make political economy ideas accessible to young Indians, and support those interested in advancing critical thinking over policy questions. He received his EV grant to start Polekon, a platform that will host educational content and organize seminars on key political economy issues and build a community of young thinkers interested in political economy in India.

Bevin A./Contact

CONTACT was founded by two engineers Ann Joys and Bevin A. as a low-cost, voluntary, contact tracing solution. They used RFID tags and readers for consenting individuals to log their locations at various points like shops, hotels, educational institutions, etc. These data are anonymized and analyzed to track mobility and develop better Covid policies, while maintaining user anonymity.

Onkar Singh Batra

Onkar Singh is a 16-year-old developer/researcher and high school student in Jammu. He received his first EV grant for his Covid Care Jammu project. His goal is to develop India’s First Open-Source Satellite, and he is founder of Paradox Sonic Space Research Agency, a non-profit aerospace research organization developing inexpensive and open-source technologies. Onkar received his second EV grant to develop a high efficiency, low cost, nano satellite. Along with EV his project is also supported by an Amateur Radio Digital Communications (ARDC) grant. Onkar has a working engineering model and is developing the final flight model for launch in 2022.


Storysurf, founded by Omkar Sane and Chirag Anand, is based on the idea that stories are the simplest form of wisdom and that developing an ocean of stories is the antidote to social media polarization. They are developing both a network of writers, and a range of stories between 6-300 words in a user-friendly app to encourage people to read narratives. Through their stories, they hope to help more readers consume information and ideas through stories.

Naman Pushp/ Airbound

Airbound is cofounded by its CEO Naman Pushp, a 16 year old high-schooler from Mumbai passionate about engineering and robotics, and COO Faraaz Baig, a 20 year old self-taught programmer and robotics engineers from Bangalore. Airbound aims to make delivery accessible by developing a VTOL drone design that can use small businesses as takeoff/landing locations. They have also created the first blended wing body tail sitter (along with a whole host of other optimizations) to make this kind of drone delivery possible, safe and accessible.

Anup Malani / CMIE / Prabhat Jha

An joint grant to (1) Anup Malani, Professor at the University of Chicago, (2) The Centre for Monitoring Indian Economy (CMIE), and (3) Prabhat Jha, Professor at University of Toronto and the Centre for Global Health Research, to determine the extent to which reported excess deaths in India are due to Covid. Recent studies show that that the pandemic in India may be associated with between 3 million to 4.9 million excess deaths, roughly 8-12 times officially reported number of COVID deaths. To determine how many of these deaths are statistically attributable to Covid, they will conduct verbal autopsies on roughly 20,000 deaths, with the results to be made publicly available.

And finally:

Aditya Dar/The Violence Archive

A joint grant to Aaditya Dar, an economist at Indian School of Business, Kiran Garimella, a computer scientist at Rutgers University and Vasundhara Sirnate, a political scientist and journalist for creating the India Violence Archive. They will use machine learning and natural language processing to develop an open-source historical record of collective public violence in India over 100 years. The goal is to create accessible and high-quality public data so civil society can pursue justice and governments can make better policy.

Those unfamiliar with Emergent Ventures can learn more here and here. EV India announcement here. More about the winners of EV India second cohort here. To apply for EV India, use the EV application click the “Apply Now” button and select India from the “My Project Will Affect” drop-down menu.

Note that EV India is led and run by Shruti Rajagopalan, I thank her for all of her excellent work on this!

Here is Shruti on Twitter, and here is her excellent Ideas of India podcast.  Shruti is herself an earlier Emergent Ventures winner, and while she is very highly rated remains grossly underrated.

Gödel Prize Winners Don’t Cosplay

Tim Roughgarden, a top-notch computer scientist (co-winner of a Gödel Prize), is teaching a class on blockchains. He’s only just begun to put up material but I liked this bit of “hype” from Lecture One.

It’s worth recognizing that we’re currently in a particular moment in time, witnessing a new area of computer science blossom before our eyes in real time. It draws on well-established parts of computer science (e.g., cryptography and distributed systems) and other fields (e.g., game theory and finance), but is developing into a fundamental and interdisciplinary area of science and engineering its own right. Future generations of computer scientists will be jealous of your opportunity to get in on the ground floor of this new area–analogous to getting into the Internet and the Web in the early 1990s. I cannot overstate the opportunities available to someone who masters the material covered in this course–current demand is much, much bigger than supply.

And perhaps this course will also serve as a partial corrective to the misguided coverage and discussion of blockchains in a typical mainstream media article or water cooler conversation, which seems bizarrely stuck in 2013 (focused almost entirely on Bitcoin, its environmental impact, the use case of payments, Silk Road, etc.). An enormous number of people, including a majority of computer science researchers and academics, have yet to grok the modern vision of blockchains: a new computing paradigm that will enable the next incarnation of the Internet and the Web, along with an entirely new generation of applications.

I share Tim’s excitement at the possibilities. Indeed, I had the pleasure of working with Tim advising a blockchain project (sadly killed by the SEC). By the way, Silvio Micali, another winner of the Godel prize, is a prime mover behind the Algorand blockchain.

Addendum: Here’s a perfect example of a mainsteam media article stuck in 2013.

My January 2020 Bloomberg column on Covid

I thought this one worthy of a redux, here are a few segments:

First, most emergency rooms are not equipped to handle a very high volume of cases, especially infectious diseases…The general economic problem is that emergency rooms typically are not equipped with full surge capacity, nor are there enough emergency room add-ons or substitutes available on very short notice.


Very often, when a pandemic breaks out, talk turns to macro remedies such as air travel bans and quarantines, as China is instituting. Yet often the more important factor is the strength, resilience and flexibility of local public health institutions, and those qualities cannot be created overnight. Just as the Chinese health-care system is undergoing a major test right now, there is a good chance that the U.S. will too.


An additional test could concern child-care and telecommuting. Will U.S. schools need to be shut? At the very least it is something officials should have been planning for. Even if schools are not closed, some number of parents will keep their children at home, whether out of rational fear or not. Anti-vaccine sentiment is fairly high and rising, after all, and even the wisest parents will prefer to be safe than sorry.

Keeping one’s children at home means that fewer people will go to work. Even those with external child-care options, such as day care, may be reluctant to leave their children outside the home for the same reasons they fear the schools. The new question then becomes how robust are work plans, and U.S. supply chains, to a higher than usual rate of workplace absenteeism. There also may be an especially high level in China, which could strain U.S. and other supply chains relying on Chinese producers. Many businesses may need to amend their plans on the fly.

Once again, pandemic preparation is about the flexibility of decentralized institutions. These are not problems that can be solved by top-down planning. Instead, they rely on longstanding institutional capacities, high levels of social trust and improvisational skill.

If and when a good vaccine becomes available for the virus, that will again be about the improvisation and flexibility that will allow for scalability and eventual production and distribution. It is usually difficult to solve such problems quickly, but still there is better and worse performance — and that can make a big difference.


The very first problem the U.S. is likely to face is one of risk communication. Of course the correct message will depend on how the data evolve, but in general there is tension between warnings that get people to take notice, and those that scare them underground or into counterproductive forms of panic.

If you tell people how terrible things are, they feel a loss of control. Many will retreat into conspiracy theories, spread mistrust of health-care institutions, or withdraw altogether from social or professional activity. Those who are sick may be afraid to seek medical attention, for fear of having their movements constrained, driving the disease further underground and distorting the data. Again, trust is of paramount importance.


Covid and intertemporal substitution

That is the topic of my latest Bloomberg column, here is one bit:

Before the vaccines came along, it made great sense to enforce masking norms. If infections could be shifted into the future, an eventually vaccinated citizenry would be much better protected.

There is a less obvious corollary: Those same mask norms make less sense when large numbers of people are vaccinated. Masking still will push infections further into the future, but if the vaccines become marginally less effective over time, as some data suggest, people may be slightly worse off later on (they’ll also be a bit older). The upshot is that the case for masking is less strong, even if you still think it is a good idea overall.

Still, many people prefer to abide by fixed rules and principles. Once they learn them and lecture others about them, they are unlikely to change their minds. “Masking is good!” is a simple precept. “Exactly how good masking is depends on how much safer the near future will be!” is not. Yet the latter statement is how the economist is trained to think.

And this:

Some of the consequences of intertemporal substitution are a bit ghastly, and you won’t find many people willing to even talk about them.

For example: Say you are immunocompromised, and you either can’t or won’t get vaccinated. You might be justly mad about all the unvaccinated knuckleheads running around, getting Covid, and possibly infecting you. At the same time, you wish to minimize your required degree of intertemporal substitution.

So if you are (perhaps correctly) afraid to go out very much, you are better off if those same knuckleheads acquire natural immunity more quickly. Yes, it would be better if they got vaccinated. But barring that, a quick pandemic may be easier for you to manage than a long, drawn-out pandemic, which would require heroic amounts of intertemporal substitution.

Recommended.  And yes there is a “don’t overload your health system” qualifier (most of the U.S. is OK on this front right now), which I’ve written about multiple times including as early as January 2020.

Operation Warp Speed: A Story Yet to be Told

Operation Warp Speed was by far the most successful government program against COVID. But as of yet there is very little discussion or history of the program. As just an indication I looked for references in a bunch of pandemic books to General Perna who co-led OWS with Moncef Slaoui. Michael Lewis in The Premonition never mentions Perna. Neither does Slavitt in Preventable. Nor does Wright in The Plague Year. Nor does Gottlieb in Uncontrolled Spread. Abutaleb and Paletta in Nightmare Scenario have just two index entries for Perna basically just stating his appointment and meeting with Trump.

Yet there are many questions to be asked about OWS. Who wrote the contracts? Who chose the vaccines? Who found the money? Who ran the day to day operation? Why was the state and local rollout so slow and uneven? How was the DPA used? Who lifted the regulations? How was the FDA convinced to go fast?

I don’t know the answer to these questions. I suspect when it is all written down, Richard Danzig will be seen as an important behind the scenes player in the early stages (I was involved with some meetings with him as part of the Kremer team). Grogan at the DPC seems under-recognized. Peter Marks at the FDA was likely extremely important in getting the FDA to run with the program. Marks brought people like Janet Woodcock from the FDA to OWS so you had a nominally independent group but one completely familiar with FDA policy and staff and that was probably critical. And of course Slaoui and Perna were important leaders and communicators with the private sector and the logistics group but they have yet to be seriously debriefed.

It’s also time for a revisionist account of President Trump’s Council of Economic Advisors. Michael Kremer and I spoke to the DPC and the CEA early on in the pandemic and argued for a program similar to what would later be called OWS. The CEA, however, was way ahead of the game. In Sept of 2019 (yes, 2019!) the CEA produced a report titled Mitigating the Impact of Pandemic Influenza through Vaccine Innovation. The report calculates the immense potential cost of a pandemic and how a private-public partnership could mitigate these costs–all of this before anyone had heard the term COVID. Nor did that happen by accident. Thomas Philipson, the CEA chair, had made his reputation in the field of economic epidemiology, incorporating incentives and behavioral analysis in epidemiological models to understand HIV and the spread of other infectious diseases. Eric Sun, another CEA economist, had also written with Philipson about the FDA and its problems. Casey Mulligan was another CEA chief economist who understand the danger of pandemics and was influenced by Sam Peltzman on the costs of FDA delay. So the CEA was well prepared for the pandemic and I suspect they gave Trump very good advice on starting Operation Warp Speed.

In short, someone deserves credit for a multi-trillion-dollar saving government program! More importantly, we know a lot about CDC and FDA failure but in order to know what we should build upon we also need to know what worked. OWS worked. We need a history of how and why.

My appearance on the Ezra Klein Show

Talking with Ezra is always both fun and enlightening for me, here is his partial summary of the episode:

So we begin this conversation by discussing the case for and against economic growth, but we also get into lots of other things: why Cowen thinks the great stagnation in technology is coming to an end; the future of technologies like A.I., crypto, fourth-generation nuclear and the Chinese system of government; the problems in how we fund scientific research; what the right has done to make government both ineffective and larger; why Cowen is skeptical of universal pre-K (and why I’m not); whether I overestimate the dangers of polarization; the ways in which we’re getting weirder; the long-term future of human civilization; why reading is overrated and travel is underrated; how to appreciate classical music and much more.

Here is the link, full transcript here, definitely recommended!

Emergent Ventures winners, sixteenth cohort

Phoebe Yao, founder and CEO of Pareto, “a human API delivering the business functions startups desperately need.”  Here is the Pareto website.  She was born in China, formerly of Stanford, and a former classical violist.  (By my mistake I left her off of a previous cohort list, apologies!)

BeyondAging, a new group to support longevity research.

Sam Enright, for writing, blogging, and general career development, resume here.  From Ireland, currently studying in Scotland.

Zena Hitz, St. John’s College, to build The Catherine Project, to revitalize the study of the classics.

Gavin Leech, lives in Bristol, he is from Scotland, getting a Ph.D in AI.  General career support, he is interested in: “Personal experimentation to ameliorate any chronic illness; reinforcement learning as microscope on Goodhart’s law; weaponised philosophy for donors; noncollege routes to impact.”

Valmik Rao, 17 years old, Ontario, he is building a program to better manage defecation in Nigeria.

Rabbi Zohar Atkins, New York City, to pursue a career as a public intellectual.  Here is one substack, here is another.

Basil Halperin, graduate student in economics at MIT, for his writing and for general career development.

Gytis Daujotas, lives in Dublin, studying computer science at DCU, for a project to make the Great Books on the web easy to read, and for general career development.  Here is his web site.

Geoff Anders, Leverage Research, to support his work to find relevant bottlenecks in science and help overcome them.  A Progress Studies fellow.

Samantha Jordan, NYU Stern School of Business, with Nathaniel Bechhofer, for a new company, “Our platform will accelerate the speed and quality of science by enabling scientists to easily manage their data and research pipelines, using best practices from software engineering.”  Also a Progress Studies grant.

Nina Khera, “I’m a teenage human longevity researcher who’s interested in preventing aging-related diseases, especially those related to brain aging. In the past, I’ve worked with companies like Alio on computation and web-dev-based projects. I’ve also worked with labs like the Gladyshev lab and the Adams lab on data analysis and machine learning-based projects.”  Her current project is Biotein, about developing markers for aging, based in Ontario.

Lipton Matthews, from Jamaica, here is his YouTube channel, for general career development.

My Conversation with Ed Glaeser

I did David Cutler and Ed sequentially, based on their new co-authored book, here is the joint episode but there is also a separate link concerning Cutler.  Here is one excerpt from the general summary:

They joined Tyler for a special joint episode to discuss why healthcare outcomes are so correlated with education, whether the health value of Google is positive or negative, why hospital price transparency is so difficult to achieve, how insurance coding systems reimburse sickness over health improvement, why the U.S. quit smoking before Europe, the best place in America to get sick, the risks that come from over-treatment, the possible upsides of more businesses moving out of cities, whether productivity gains from remote work will remain high, why the older parts of cities always seem to be more beautiful, whether urban schools will ever improve, why we shouldn’t view Rio de Janeiro’s favelas as a failure, how 19th century fights to deal with contagious diseases became a turning point for governance, Miami’s prospects as the next tech hub, what David and Ed disagree on, and more.

And from my exchange with Ed:

COWEN: Let’s start with a simple question. All this enthusiasm about cities and agglomeration benefits — the pandemic comes along. A lot of people transition to work from a distance, and then we see big measured productivity gains. What has gone on there?

GLAESER: It reminds us that for many jobs, in a static sense, you can do this long-distance. You can make things work. I think many of us found this. We wrote this book in eight months over the pandemic year, distinctly away from each other, partially because there were no distractions, and all that was good.

However, you also need to recognize the limits of long-distance living. The most important of those limits is just it’s much less fun. It’s much less joyful, but while it seems as if it’s fine for static productivity, it seems distinctly more problematic for people learning and for onboarding new talent.

Let me just give you two types of studies, one of which is we have the call center studies. The father of that was the Nick Bloom paper, which was a randomized control trial in China. A more modern version is done by our students, Natalia Emanuel and Emma Harrington, which looks into American call centers.

Both of them find the same thing in terms of static productivity. If anything, it goes up, but the workers who go remote are much less likely to be promoted in both studies. One interpretation of this is that promotion in the call center work means that you actually are given the job of handling more difficult calls.

How would your boss know that you are good at handling difficult calls if they weren’t in the same room with you? How would you learn how to do those difficult calls if you weren’t around other people? So while the static productivity remains, you lose the dynamic benefits of being around other people.

Second piece of evidence it comes from Burning Glass Technologies and new hires. Even though Microsoft tells us that its programmers were just as productive, overall, new hires for programmers were down 42 percent between November 2019 and November 2020. Firms were clearly unwilling to take the same kind of risks of hiring new workers that they couldn’t inculcate in their corporate culture or screen them properly, or do any of those other things.

Even though measured productivity did well during the pandemic, there were still lots of disruptions. In particular, many younger workers who came of age really lost out as a result of this.

COWEN: If work from a distance goes fine in the short run, what’s the cross-sectional prediction about where it will persist in the future? Is it firms facing bankruptcy, firms with immediate projects now, possibly start-ups who will then later transition to all being together in one big happy family, but they’re afraid they’re going to fail before then? What should we expect?

GLAESER: I think we should expect young workers to be more likely to be brought together. Young firms, as well, because you’re very much at this learning, creative phase. I think the optimal work-from-home strategy is a couple of partners who are in an accounting practice and have decided they know each other perfectly well and are delighted to Zoom it in from wherever they are.

I think, unquestionably, working from home will remain a part of the economy. It may well be many workers end up spending 20 percent of their time working from home, even if they’re part of a generally full-time job. But for younger workers, for firms that are just getting started, I think being live is likely to continue being a major part of the work environment.

It also depends a lot on what your home environment is like. If you’re like us —  if you are a middle-aged professor who’s likely to have a comfortable home office, and maybe even not having kids at home anymore, certainly not kids who are crying all the time at home anymore — working at home is a lot more pleasant than if you’re a 23-year-old and live in a studio apartment in Somerville or New York or London.


My Conversation with David Cutler

I did Cutler and Ed Glaeser sequentially, based on their new co-authored book, here is the joint episode but I will create another link concerning Glazer.  Here is one excerpt from the general summary:

They joined Tyler for a special joint episode to discuss why healthcare outcomes are so correlated with education, whether the health value of Google is positive or negative, why hospital price transparency is so difficult to achieve, how insurance coding systems reimburse sickness over health improvement, why the U.S. quit smoking before Europe, the best place in America to get sick, the risks that come from over-treatment, the possible upsides of more businesses moving out of cities, whether productivity gains from remote work will remain high, why the older parts of cities always seem to be more beautiful, whether urban schools will ever improve, why we shouldn’t view Rio de Janeiro’s favelas as a failure, how 19th century fights to deal with contagious diseases became a turning point for governance, Miami’s prospects as the next tech hub, what David and Ed disagree on, and more.

And from David:

COWEN: But even if we adjust for that, education seems to matter a lot. It’s also puzzling to me — in your own work, it matters more at younger ages. You would think the returns are cumulative: it would really pay off when you’re 67 because you’ve invested in a stock portfolio for decades, but it matters most when you’re young. What’s your best micro account of that?

CUTLER: One of the things that’s super interesting is that, for example, people who live in cities — where there are more better-educated people — smoke less, even conditional on your own education. The same thing is true about age and so on.

I think it’s partly that cities and areas are run by upper-middle-class folks often. For example, the environment is set up in a way that’s more conducive to health when you have more upper-middle-income people. It’s much more difficult to smoke. There are healthier behaviors in general. There are parks and things like that. I think part of it is just that society is shaped by higher-income, higher-SES people, and that can be good for everyone who lives around those areas.

COWEN: To the extent education makes you healthier by lowering your stress and raising your relative status — which is a possible hypothesis — what are the policy implications of that? What should we do?

CUTLER: Part of what we’re learning over time is that social insurance programs are actually having a bigger and more sustained effect on health than we had thought they did. For example, we’ve always thought of Medicare and Medicaid as being the primary social insurance programs that affect health, but then there’s research that the WIC program — Women, Infants, and Children — affects health, that food stamp programs affect health, that TANF benefits affect health, that housing policies can affect health.

COWEN: And you think that’s through lowering stress as one mechanism?


Britney freed?

Britney Spears’s father, James P. Spears, who agreed earlier this summer to eventually step down from his own role in the conservatorship that has overseen her finances and controlled much of her life since 2008, filed a petition on Tuesday asking the court to “now seriously consider whether this conservatorship is no longer required.”

The filing marked a turnaround for Mr. Spears, who long insisted that the guardianship — which was imposed 13 years ago amid concerns over the singer’s mental health and possible drug use — was in his daughter’s best interest. Last month, he said he would eventually step aside from his role overseeing the singer’s finances once there could be “an orderly transition to a new conservator,” but argued that he should not be immediately removed. Until now, he has not said that the conservatorship should end, something that Ms. Spears announced she wanted publicly for the first time in a June court hearing, when she called the arrangement “abusive.”

Here is more from the NYT.

Gaming is coming to get us

That is the theme of my latest Bloomberg column, the first part concerns culture, but here is the section on government regulation:

The self-contained nature of games also means they will be breaking down government regulation. Plenty of trading already takes place in games — involving currencies, markets, prices and contracts. Game creators and players set and enforce the rules, and it is harder for government regulators to play a central role.

The lesson is clear: If you wish to create a new economic institution, put it inside a game. Or how about an app that gamifies share trading? Do you wish to experiment with a new kind of stock exchange or security outside the purview of traditional government regulation? Try the world of gaming, perhaps combined with crypto, and eventually your “game” just might influence events in the real world.

To date the regulators have tried to be strict. It is currently difficult to build fully realized new worlds without creating something that is legally defined as an unregistered security. Those regulations don’t receive a lot of attention from the mainstream media, but they are rapidly becoming some of the most significant and restrictive rules on the books.

At the same time, regulators are already falling behind. Just as gaming has outraced the world of culture, so will gaming outrace U.S. regulatory capabilities, for a variety of reasons: encryption, the use of cryptocurrency, the difficulties of policing virtual realities, varying rules in foreign jurisdictions and, not incidentally, a lack of expertise among U.S. regulators. (At least the Chinese government’s attempt to restrict youth gaming to three hours a week, while foolhardy, reflects a perceptive cultural conservatism.)

Both the culture-weakening and the regulation-weakening features of games follow from their one basic characteristic: They are self-contained worlds. Until now, human institutions and structures have depended on relatively open and overlapping networks of ideas. Gaming is carving up and privatizing those spaces. This shift is the big trend that hardly anyone — outside of gaming and crypto — is noticing.

If the much-heralded “metaverse” ever arrives, gaming will swallow many more institutions, or create countervailing versions of them. Whether or not you belong to the world of gaming, it is coming for your worlds. I hope you are ready.

And the piece has a good footnote on how gaming relates to postmodernism.

Those new service sector jobs China markets in everything

At 40 years old, Zheng says she’s tired of searching for the perfect man. So she’s decided to hire one instead.

Whenever she feels like some male company, the divorcée heads to a café in central Shanghai named The Promised Land. There, she spends hours being pampered by a handsome young server, who fetches her drinks, watches movies with her, and listens attentively to her anecdotes.

The sessions cost over 400 yuan ($60) each time, but Zheng says they’re worth every cent.

“The butlers respect me and care about my feelings,” she tells Sixth Tone. “Even if you have a boyfriend, he might not be this sweet, right?”

…The outlets have found success by tapping into the frustrations of Chinese women, many of whom feel society remains far too patriarchal…

Wang Qian, a 24-year-old student, is a regular visitor to the café. She tells Sixth Tone she enjoys the feeling of empowerment she gets from spending time there.

According to Wang, many of the men she meets in normal life are pu xin nan — a term popularized by the female comedian Yang Li that roughly translates as “men who are so average, yet so confident.” The butlers, however, are considerate and never mansplain anything to her, she says…

The butler feels he has to be flawless to progress at The Promised Land. The café imposes a rigid hierarchy. Butlers are divided into three levels: entry, advanced, and celebrity — with each priced differently. To spur competition, the managers hang a board on the wall displaying the number of tips each server has received.

Here is the full story, interesting throughout.