Friday, March 4, 2022

Penn celebrates Judd Kessler (with an endowed chair)

 Here's the announcement:

 Judd B. Kessler: Howard Marks Endowed Associate Professor

"Judd B. Kessler has been named the inaugural Howard Marks Associate Professor at the Wharton School of the University of Pennsylvania. The associate professorship, which has been funded by Howard S. Marks, W’67, is dedicated to Wharton faculty in the field of behavioral economics and behavioral investing.

"Dr. Kessler, a faculty member in Wharton’s business economics and public policy department, joined the school in 2011. His research uses a combination of laboratory and field experiments to answer questions in public economics, behavioral economics, and market design. Dr. Kessler investigates the economic and psychological forces that motivate individuals to contribute to the public good, with applications including organ donation, worker effort, and charitable giving. He was awarded the Vernon L. Smith Ascending Scholar Prize in 2021, and his research has appeared in journals including the American Economic Review, the Quarterly Journal of Economics, the Proceedings of the National Academy of Sciences, and Management Science.

“As a scholar and specialist in experimental economics and market design innovation, Judd embodies Wharton’s commitment to preparing the next generation of great business leaders with the tools to translate theory into practice and drive meaningful change,” said Wharton School Dean Erika James."

Thursday, March 3, 2022

Matt Jackson wins the BBVA Frontiers of Knowledge Award in Economics

 The BBVA Foundation Frontiers of Knowledge Award in Economics, Finance and Management has gone in this fourteenth edition to Matthew O. Jackson “for his pioneering work on illuminating the role of networks in economic and social life.”

2 March, 2022

"Jackson, a Professor of Economics at Stanford University, “recognized the importance of networks for economics over 25 years ago,” says the award citation, in a theoretical paper that showed “how to predict which networks will form depending on the costs and benefits of forming links, and how these networks differ from the optimal ones.” His work, it continues, “has inspired an enormous literature, both theoretical and empirical, in which networks play an essential role in helping us understand financial markets, economic development, and a host of other economic phenomena.”

"In 1996, Matthew Jackson and Asher Wolinsky published “A Strategic Model of Social and Economic Networks,” in the Journal of Economic Theory, a paper regarded today as the launch pad for all subsequent literature on the social network approach or theory in economic analysis. In it, the authors define a network as a set of agents (people, but also firms, institutions and markets) connected by links, and modelled the characteristics such networks must exhibit in order to be efficient, to the extent that their component agents are satisfied and the network remains stable.

“Most of our interactions a human beings are social,” explained the new laureate in an interview shortly after hearing of the award. “We depend on other people for information, connections, opportunities, and also for norms of behavior. So the networks we are embedded in become very important determinants of our behavior and outcomes. In that first paper we tried to build the most basic model we could imagine about how people form relationships, whether they be business contacts, friendships, alliances or of any other sort.”


Here's a 13 minute video that starts with an announcement of the prize (by Eric Maskin). An interview with Matt begins around minute 4.

Wednesday, March 2, 2022

Tuesday, March 1, 2022

Targeting High Ability Entrepreneurs Using Community Information: Mechanism Design in the Field By Reshmaan Hussam, Natalia Rigol, and Benjamin N. Roth

 Mechanisms designed to elicit truthful reporting in the laboratory sometimes are cumbersome to administer and difficult to explain.  Here's a paper that finds that simple attempts to incentivize truthful reporting (including allowing other participants to hear each report, as well as small payments for reports that conform to community consensus) can help eliminate incentives to boost family and friends, when reports concern who could make most effective use of a cash grant.

Targeting High Ability Entrepreneurs Using Community Information: Mechanism Design in the Field By Reshmaan Hussam, Natalia Rigol, and Benjamin N. Roth   American Economic Review 2022, 112(3): 861–898   https://doi.org/10.1257/aer.20200751

Abstract: "Identifying high-growth microentrepreneurs in low-income countries remains a challenge due to a scarcity of verifiable information. With a cash grant experiment in India we demonstrate that community knowledge can help target high-growth microentrepreneurs; while the average marginal return to capital in our sample is 9.4 percent per month, microentrepreneurs reported in the top third of the community are estimated to have marginal returns to capital between 24 percent and 30 percent per month. Further we find evidence that community members distort their predictions when they can influence the distribution of resources. Finally, we demonstrate that simple mechanisms can realign incentives for truthful reporting."

"Not everyone has what it takes to be a successful entrepreneur. Numerous experimental studies of microentrepreneurs in the developing world find widely heterogeneous returns to cash and credit.1  Yet governments, lenders, and nongovernmental organizations often lack hard information with which to target resources to high-growth entrepreneurs.

...

"In this paper we argue that harnessing community information directly from a microentrepreneur’s peers may provide a viable approach to identifying high-growth microentrepreneurs.

"Our argument has three parts. First, we demonstrate that entrepreneurs in peri-urban Maharashtra have high quality information about one another along a variety of dimensions including marginal returns to capital. Their information is valuable for identifying high-growth microentrepreneurs even after controlling for a wide range of demographic and business characteristics. Second we demonstrate that entrepreneurs manipulate their reports to favor themselves, their friends, and their family when the distribution of resources is at stake. Finally we identify several simple techniques motivated by mechanism design that effectively realign incentives for accuracy.

...

"Our first main finding is that community members can identify high-return entrepreneurs. While the average marginal return to the grant was about 9.4 percent per month, our point estimates of the marginal returns to capital of entrepreneurs ranked in the top third range from 24 percent to 30 percent. Had we distributed our grants using community reports instead of random assignment, we would have roughly tripled the total return on our investment.

...

"Our second main finding is that strategic misreporting is a first-order concern when eliciting community information. By random assignment, half of respondents were told that their reports would be used only for research purposes (the “no stakes” treatment) and the other half were told that their reports would be used to allocate US$100 grants to members of their community (the “high stakes” treatment). The correlation between community reports and true outcomes is on average 27 percent to 35 percent lower when allocation of resources is at stake, which significantly lowers the value of peer elicitation.

...

"Our third main finding is that methods grounded in mechanism design theory can be used to design a peer-elicitation environment in which truth telling is incentive compatible. Monetary payments and public reporting do little to improve the accuracy of self-reports. But payments substantially increase the predictive power of reports that entrepreneurs make about other group members. We provide direct evidence that monetary payments reduce the likelihood that respondents favor their family members or their close friends. Finally, we find that public reporting increases the predictive accuracy of reports about others when there are no stakes, but has no effect in a high stakes setting. This nuanced finding may reflect a heterogeneous treatment effect, or a noisily estimated impact of observability on the quality of reports."

Sunday, February 27, 2022

2022 NSF/CEME Decentralization Conference on Mechanism Design, call for papers

 2022 NSF/CEME Decentralization Conference 

 The Scope of Mechanism Design:  From Bespoke Mechanisms to General Insights

 

Multiple Locations  + Virtual Conference April 22-23, 2022

 Stanford University  Columbia University, University of Michigan, Plus one additional location.

Mechanism design provides a mathematical framework for deriving the implications of information and incentive constraints given an environment and an objective function.  The framework has also proven useful for analyzing institutions at a variety of scales from free markets to organ markets. The NSF/CEME Decentralization Conference provides an opportunity for deep, technical  discussions on theoretical, technical and practical aspects of mechanisms.  

The 2022 Decentralization Conference invites papers that speak to the scope of mechanism design -- from bespoke mechanisms that allocate spectra, assign seats in schools, match donors to kidneys or people to jobs to more general investigations of how to apply the principles of mechanism design to build institutions to address the multiple objectives embedded in the UN Sustainable Development Goals, most notably environmental sustainability and inequality.  This last theme builds from the 2021 Conference which focused on mechanism design for vulnerable populations. 

Owing to COVID concerns and in an effort to balance travel concerns with the benefits of deeper conversations, the conference will experiment with a simultaneous, multiple location format that will be implemented as follows: we already have three sites across the country. Once we have agreed on a collection of papers, we will try to identify a fourth location near a collection of presenters.

 

The idea will be for speakers to either walk, drive, take trains, or fly to the nearest location.   The NBER/CEME will provide funds for meals and for speakers to travel to locations.  Interested scholars from host and neighboring cities will also be encouraged to attend in person.

 

Presentations will be both on Zoom and to one of the live local audiences.  Our goal will be to have four in person sites, though possibly more.  

 Submissions will be accepted until Friday, March 12th, 2022.

 The Conference Program will be announced on March 25th.

 Given the short time window, full paper submissions  are preferred, but extended abstracts will also be considered.  If you are potentially interested in hosting, contact Scott Page at scottepage@gmail.com.


Saturday, February 26, 2022

Colombia decriminalizes abortion

Sentiments about abortion seem to be shifting in opposite directions across the Americas. The NY Times has the story:

Colombia Decriminalizes Abortion, Bolstering Trend Across Region By Julie Turkewitz

"Having an abortion is no longer a crime under Colombian law, the country’s top court ruled on Monday, in a decision that paves the way for the procedure to become widely available across this historically conservative, Catholic country.

...

"Mexico’s Supreme Court decriminalized abortion in a similar decision in September and Argentina’s Congress legalized the procedure in late 2020. Colombia’s decision means that three of the four most populous countries in Latin America have now opened the door to more widespread access to abortion.

"It also comes as the United States has been moving in the opposite direction, with abortion restrictions multiplying across the country, and the U.S. Supreme Court considering a case that could overrule Roe v. Wade, the 1973 ruling that established a constitutional right to abortion"


Friday, February 25, 2022

Workshop in Experimental Economics at Stanford Institute for Theoretical Economics (SITE), August 15 and 16, call for papers

 The Stanford Institute for Theoretical Economics: Workshop in Experimental Economics will be held in-person at Stanford University on August 15h and 16th.  


The workshop seeks to showcase recent contributions in experimental economics. We hope you will consider submitting your work, and encourage others with interesting work to do so as well.

The deadline for submission is May 1.  To submit a paper, please follow the instructions below the “Experimental Economics” at the following link: https://economics.stanford.edu/site/paper-submission.  If you run into any difficulty with the submission process, please feel free to instead email your paper directly to the SITE program coordinator, Sharyn (siteworkshop@stanford.edu).

SITE Experimental Economics Organizers

Christine Exley, Harvard Business School
Muriel Niederle, Stanford University
Kirby Nielsen, California Institute of Technology
Al Roth, Stanford University
Lise Vesterlund, University of Pittsburgh


Thursday, February 24, 2022

Course on Matching, in Barcelona, by Péter Biró and David Manlove, April 27-28

If you are a Ph.D. student interested in matching, here's a two day course in Barcelona, by experts in the field.

V SEIO Course on Game Theory   

The University of Barcelona, the BEAT Research Institute, and the Game Theory and Assignment Markets Research Group are delighted to host the V SEIO Course on Game Theory on April 27 and 28, 2022.

The course is targeted at PhD students and early career researchers working in areas related to game theory. Besides covering a very active research topic, it is also an opportunity to meet with other researchers working in similar areas. 

The two-day course will cover algorithmic and game theoretic aspects of matching markets. Participants are welcome to present their game theory related research during a poster session.

The course will be delivered by Péter Biró (Head of  the Mechanism Design Group at KRTK) and David Manlove (Professor of Algorithms and Complexity at the University of Glasgow).

Registration deadline:  April 1, 2022  Registration is free, please fill in the on-line form to register.

Day 1 (April 27)

 09:00-09:30 Registration and welcome session

09:30-10:20 Stable Marriage and Hospitals / Residents problems: classical results

10:20-10:50 Coffee break

10:50-11:40 Decentralised matching markets, path-to-stability results

11:50-12:40 Hospitals / Residents problem: extensions (ties, couples, lower quotas)

12:40-14:10 Lunch

14:10-15:00 Hungarian university admissions: matching with contracts, choice functions, cutoff

stability

15:00-15:30 Coffee break

15:30-16:20 Housing markets: exchange of indivisible goods

16:30-17:20 Respecting improvement property for housing markets

Day 2 (April 28)

 09:00-09:50 House Allocation problem: Pareto optimal, popular and profile-based optimal matchings

10:00-10:50 School choice and constrained welfare-maximizing solutions

10:50-11:50 Coffee break and poster session

11:50-12:40 Stable roommate problems

12:40-14:10 Lunch

14:10-15:00 Matching with payments, auctions

15:00-15:30 Coffee break

15:30-16:20 Kidney Exchange

16:30-17:20 Generalized matching games, international kidney exchange

Wednesday, February 23, 2022

Cannabis and the law

 The WSJ has this update:

Push to Relax Marijuana Laws Hits Roadblocks. Biden administration has sidestepped the issue of decriminalizing cannabis despite bipartisan support.  By Alex Leary

"Facing a tough midterm election and divisions in Congress, the Biden administration is sidestepping the politically sensitive issue of loosening marijuana laws even as the idea has gained support of most Americans.

"More than half of U.S. states have legalized cannabis use for some purposes. Lawmakers have proposed decriminalizing marijuana, which would entail reduced penalties for users, and have pushed for giving the industry access to banking services. Those promoting changes include a diverse range of political figures, from former Republican House Speaker John Boehner to progressive Rep. Alexandria Ocasio-Cortez (D., N.Y.).

...

"More than two in three Americans support legalizing marijuana, according to a 2021 Gallup poll. That is up from a decade ago, when half of Americans were in favor, Gallup found.

...

"The House has previously passed legislation to decriminalize it and this month approved provisions to give cannabis companies access to the banking system, as marijuana lobbying has soared in what has become a multibillion-dollar industry.

"But with many Republicans and some Democrats opposed, odds of Senate passage are slim given filibuster rules requiring 60 votes."

Tuesday, February 22, 2022

California State Assembly bill would reimburse living donor expenses

 Here's some news about CA's newly proposed bill to reimburse living organ donor expenses.

American Kidney Fund Applauds Introduction of California Living Organ Donor Reimbursement Act. If passed, AB 2504 would be the first law of its kind in the nation

"The American Kidney Fund (AKF) strongly supports the introduction of the Living Organ Donor Reimbursement Act (AB 2504) in the California State Assembly. The Living Organ Donor Reimbursement Act is a groundbreaking piece of legislation that would provide direct reimbursements of up to $10,000 to living organ donors for expenses associated with organ donation not covered by insurance. The bill would be the first of its kind enacted in the nation and would greatly remove financial barriers that currently prevent potential living organ donors from making their lifesaving gift.

"AKF has been working closely with the bill’s sponsor, Assemblymember Ash Kalra (District 27), to craft this legislation and introduce it in the State Assembly. According to AKF’s Living Donor Protection Report Card, 20 states currently reimburse living donors through tax credits or deductions, which help to remove financial barriers but are not nearly as inclusive as direct reimbursements. If this bill is enacted, California would be the first state to provide direct reimbursements to donors after surgery through the establishment of a Living Organ Donor Reimbursement Program in the State Department of Health Care Services."

***************

And here's the proposed bill:

ASSEMBLY BILL NO. 2504  Introduced by Assembly Member Kalra, (Coauthors: Assembly Members Bennett, Cristina Garcia, and Mullin), February 17, 2022

"Existing law, the Michelle Maykin Memorial Donation Protection Act, requires an employer to grant an employee an unpaid leave of absence, as specified, for the purpose of organ donation.

"Existing law establishes the State Department of Health Care Services within the California Health and Human Services Agency. Existing law sets forth the department’s powers and duties relating to, among other things, public health, licensing and certification of certain health facilities, and the state Medi-Cal program.

"This bill, the Living Organ Donor Reimbursement Act, would establish the Living Organ Donor Reimbursement Program in the State Department of Health Care Services to reduce financial barriers for living organ donors. The bill would authorize living organ donors, as defined, to apply to the department for reimbursement of qualified donation expenses, as defined, that were not, or will not, otherwise be reimbursed, including travel and lodging expenses, lost wages, child care costs, and medication costs. The bill would limit the total reimbursement costs awarded to each living organ donor to $10,000 per organ donation. The bill would create the Living Organ Donor Reimbursement Fund within the State Treasury. The bill would authorize the Controller to accept donations to the fund from private entities, and would continuously appropriate these moneys for purposes of the program. The bill would require the Controller to allocate other moneys in the fund, upon appropriation by the Legislature, for purposes of the program. The bill would repeal the provisions of the bill on January 1, 2027."

Monday, February 21, 2022

Kidney Transplant Collaborative

 The Kidney Transplant Collaborative has a new grants program, that includes the following exciting initiatives:

1. Kentucky Organ Donor Affiliates

Grant Project:  Pulsatile Perfusion from Procurement to Delivery at Accepting Centers 

Project Team:    David Dwyer, Transplant Center Liaison; Brian Roe, Chief Financial Officer; Jennifer Daniel, Organ Operations Director


2. Stanford University in collaboration with the Massachusetts Institute of Technology (MIT)

Grant Project:  Using Machine Learning to Improve Utilization and Reducing Discards in Deceased Donor Organ Allocation 

Project Team:  Itai Ashlagi, Associate Professor – Stanford; Paulo Somaini, Assistant Professor of Economics – Stanford; Nikhil Agarwal, Associate Professor of Economics – MIT


3. HonorBridge 

Grant Project:   Kidney Transplant in Rapid Organ Recovery from Donation after Uncontrolled Circulatory Death Donors 

Project Team:   Kimberly Koontz, Chief Operating Officer; Nissa Casey, Manager of Recovery Services; Joel Baucom, Director of Organ Operations; Lora Smitherman, Manager of Hospital Services


4. Columbia University in collaboration with the Cleveland Clinic and the National Kidney Foundation 

Grant Project:   Using Shared Decision Making to Improve Kidney Transplantation Rates 

Project Team:  Sumit Mohan, Associate Professor of Medicine and Epidemiology – Columbia University; Syed Ali Husain, Assistant Professor of Medicine – Columbia University; Kristin King, Data Analyst - Columbia University;  Anne Huml, Assistant Professor of Medicine – Cleveland Clinic; Jesse Schold, Director of Outcomes Research in Kidney Transplantation - Cleveland Clinic;  Peter Reese, Associate Professor of Medicine - University of Pennsylvania 


5. Cambridge85, LLC 

Grant Project:   Deceased Donor Kidney Chains 

Project Team:  Simon Keith, Founder/Principal ,Cambridge 85; Kelly Ranum, CEO, Louisiana Organ Procurement Organization; Diane Brockmeier, CEO, Mid-American Transplant; Kyle Herbert, CEO

Live on Nebraska;  Matt Wadsworth, CEO, Life Connection of Ohio


Sunday, February 20, 2022

2022 ESA World Meetings

 2022 Economic Science Association (ESA*) World Meetings  at MIT,  June 13-16

The 2022 World Economic Science Association Conference will be held at the Massachusetts Institute of Technology Sloan School of Management.

The Main ESA Conference will take place from Monday evening, June 13 (welcome reception) through Thursday, June 16, 2022. 

The Eighth Biennial Meeting of the Social Dilemmas Working Group will take place on Friday and Saturday, June 17 and 18, 2022.

Keynote speakers:

Lorenz Goette National University of Singapore and  University of Bonn 

Brit Grosskopf University of Exeter

Amanda Pallais Harvard University

Deadline for abstract submissions: March 14, 2022

*************

The Economic Science Association isn't the only ESA having a meeting in 2022. But if you are looking for one of these others you aren't yet in the right place:

2022 Annual Meeting - Ecological Society of America



Saturday, February 19, 2022

The Einstein Foundation Award for Promoting Quality in Research, call for nominations

 April 10 is the deadline for new nominations for the 2022 awards. (Some nominations from last year will be held over for consideration this year.

The Einstein Foundation Award for Promoting Quality in Research

Here's my post regarding the 2021 awards:

Thursday, November 25, 2021

Friday, February 18, 2022

The Economic Theory Conference in Memory and Honor of Hugo Sonnenschein, April 29-30, U. Chicago

 In April, a memorial conference honoring Hugo Sonnenschein:

The Economic Theory Conference in Memory and Honor of Hugo Sonnenschein

Date: Friday, April 29 to Saturday, April 30

Friday, April 29, 2022
8:00 am - 8:45 am
Continental Breakfast and Registration
8:45 am - 9:00 am
Introductory Remarks
Session 1
9:00 am - 9:45 am
General Equilibrium with Climate Change
9:45 am - 10:30 am
Market Design and Walrasian Equilibrium
10:30 am - 11:00 am
Break
Session 2
11:00 am - 11:45 am
Predicting Choice from Information Costs
11:45 am - 12:30 pm
Investment Incentives in Near-Optimal Mechanisms
12:30 pm - 2:00 pm
Lunch

With remarks by Dilip Abreu, New Yok University; Pierre-Andre Chiappori, Columbia University; Vijay Krishna, Pennsylvania State University; andJohn Roberts, Stanford University

 

Session 3
2:00 pm - 2:45 pm
2:45 pm - 3:30 pm
On the Structure of Informationally Robust Optimal Auctions
3:30 pm - 4:00 pm
Break
Session 4
4:00 pm - 4:45 pm
A Minskyite Model of Financial Crises
4:45 pm - 5:30 pm
5:30 pm
Conference Dinner

With remarks by Salvador Barberà, Universitat Autònoma de Barcelona; Matthew O. Jackson, Stanford University; David M. Kreps, Stanford University; and Robert Wilson, Stanford University

Location: City View Room, 10th Floor Rubenstein Forum

Saturday, April 30, 2022
8:00 am - 9:00 am
Continental Breakfast
Session 1
9:00 am - 9:45 am
Interactions Across Multiple Games: Implications for Cooperation, Corruption, and the Design of Teams and Organizations
9:45 am - 10:30 am
Efficiency in Random Resource Allocation and Social Choice
10:30 am - 11:00 am
Break
Session 2
11:00 am - 11:45 am
11:45 am - 12:30 pm
Bargaining with Exclusionary Commitments
**************

Thursday, July 15, 2021

Thursday, February 17, 2022

Mathematics and Computer Science of Market and Mechanism Design at MSRI Berkeley in Fall of 2023

 Here's an early announcement of a program at Berkeley's Mathematical Sciences Research Institute (MSRI). MSRI loves company, so if you have a sabbatical coming up and are interested in market design, this is worth looking into.

Mathematics and Computer Science of Market and Mechanism Design

August 21, 2023 to December 20, 2023

Organizers

Michal Feldman (Tel-Aviv University), Nicole Immorlica (Microsoft Research), LEAD Scott Kominers (Harvard University), Shengwu Li (Harvard University), Paul Milgrom (Stanford University), Alvin Roth (Stanford University), Tim Roughgarden (Stanford University), Eva Tardos (Cornell University)

Description

In recent years, economists and computer scientists have collaborated with mathematicians, operations research experts, and practitioners to improve the design and operations of real-world marketplaces. Such work relies on robust feedback between theory and practice, inspiring new mathematics closely linked – and directly applicable – to market and mechanism design questions. This cross-disciplinary program seeks to expand the domains in which existing market design solutions can be applied; address foundational questions regarding our ways of developing and evaluating mechanisms; and build useful analytic frameworks for applying theory to practical marketplace design. 

Wednesday, February 16, 2022

The Art Mart

 Art galleries are (among other things) middlemen, intermediating between artists and buyers of art, who may range from passionate consumers to institutional investors. (There are of course also passionate consumers who are also investors in an asset class that, like real estate, you can enjoy while it appreciates.)  

Of course, the galleries' incentives may not always be perfectly aligned with those of creators and consumers.  Galleries play a big role in helping bring young artists to market, and matching them to consumers and investors.  But as artists become more well known, other opportunities present themselves.

Here's a story from the WSJ about tensions involving sales by galleries versus sales by auction.

Why Artwork Flipping Can Incur the Wrath of Dealers. Dealers want to control the artists’ narrative and pricing, but investors want to leave it to the market  By Daniel Grant

"Chicago gallery owner Rhona Hoffman has three or four collectors she won’t sell to again.

“They broke the rule,” says the contemporary art dealer.

"That commandment to collectors: If you later decide to sell your artwork, consign it back to the gallery—do not put it up at auction.

"When buyers ignore this rule and auction off recently purchased pieces, it’s called flipping."

**********

Here's an older story, from Artsy, about the British artist/entrepreneur Damien Hirst, who has a long history of ambivalence about the role of galleries in the design of the market for art.

How Damien Hirst’s $200 Million Auction Became a Symbol of Pre-Recession Decadence by Nate Freeman

"On September 15, 2008, Sotheby’s was set to auction off 223 brand new works by Damien Hirst, including top-flight examples of his whole animals in formaldehyde, medicine cabinets, and spin paintings. It was an unprecedented incursion by an auction house into the primary market, and an unabashedly flashy sale accompanied by a global marketing tour with stops in Kiev, Aspen, and New Delhi.

...

"The Hirst auction, which the artist had dubbed “Beautiful Inside My Head Forever,” exceeded all expectations, grossing $200.75 million over the course of two sales in the span of 24 hours and becoming the most expensive single-artist auction ever. The 56 lots at the evening sale went 97% sold, and the two lots that did not find buyers during the auction were sold before the night was over. Over a third of the buyers had never bought contemporary art before. On the cusp of a global recession, Hirst walked away with $172 million.

...

"Taking work directly to market through an auction house would siphon millions of dollars from Hirst’s powerful dealers, Jay Jopling and Larry Gagosian. Hirst’s set up was typical of any in-demand artist at the time: He made work, and his dealers decided where to place it. Ordinarily, it is frowned upon when a vetted collector flips a work at auction. But Damien embraced that very act of betrayal and decided to pre-flip his own works to whoever could pay, with the support of Dunphy, whom he trusted more than his two dealers.

“Frank has my best interests at heart,” Hirst told The Economist in a story published before the sale. “Dealers say they do, but they don’t.”