Friday, October 19, 2012

Back in my old haunts

I'll be guest lecturing today in my old market design class at Harvard, as now taught by Peter Coles and Ben Edelman. I'll speak about kidney exchange.

Then I'll go to the NBER workshop on market design:


9:00 amWilliam Fuchs, University of California at Berkeley
Andrzej Skrzypacz, Stanford University
Costs and Benefits of Dynamic Trading in a Lemons Market

Jacob LeshnoMicrosoft Research
Dynamic Matching in Overloaded Systems


10:35 am

Kenneth Hendricks, University of Wisconsin and NBER
Daniel Quint, University of Wisconsin
Selecting Bidders Via Non-Binding Bids When Entry Is Costly 

Sergiu Hart, Hebrew University
Noam Nisan, Hebrew University
The Menu-Size Complexity of Auctions 
Yeon-Koo Che, Columbia University
Jinwoo Kim, Yonsei University
Fuhito Kojima, Stanford University
Efficient Assignment with Interdependent Values


1:30 pm
Itai Ashlagi, MIT
Alvin Roth, Stanford University and NBER
Kidney Exchange in Time and Space

Tayfun Sonmez, Boston College
M. Utku Unver, Boston College
Welfare Consequences of Transplant Organ Allocation Policies


3:20 pm
Peter Cramton, University of Maryland
Pacharasut SujarittanontaCramton Associates LLC
Robert Wilson, Stanford University
Using an Auction to Dissolve a Partnership Efficiently

Lawrence Ausubel, University of Maryland
Jonathan Levin, Stanford University and NBER
Paul Milgrom, Stanford University
Ilya Segal, Stanford University
Incentive Auction Rules Option and Discussion


Saturday, October 20:


9:00 am

Aditya Bhave, University of Chicago
Eric Budish, University of Chicago
Primary-Market Auctions for Event Tickets: Eliminating the Rents of "Bob the Broker" 

Atila Abdulkadiroglu, Duke University
Nikhil Agarwal, Harvard University
Parag Pathak, MIT and NBER
Centralized vs. Decentralized School Assignment: Evidence from NYC


10:40 am
Qingmin Liu, Columbia University
Marek Pycia, University of California at Los Angeles
Ordinal Efficiency, Fairness, and Incentives in Large Markets

Scott Duke Kominers, University of Chicago
Tayfun Sonmez, Boston College
Designing for Diversity in Matching


1:00 pm

Elisa Celis, University of Washington
Gregory Lewis, Harvard University and NBER
Markus Mobius, Iowa State University and NBER
Hamid Nazerzadeh, University of Southern California
Buy-it-Now or Take-a-Chance: Price Discrimination through Randomized Auctions

Michael Kearns, University of Pennsylvania
Mallesh Pai, University of Pennsylvania
Aaron Roth, University of Pennsylvania
Jonathan Ullman, Harvard University
Mechanism Design in Large Games: Incentives and Privacy

David Rothschild, Microsoft Research
David Pennock, Microsoft Research
The Extent of Price Misalignment in Prediction Markets

3:00 pm
Adjourn

Thursday, October 18, 2012

Kidney exchange in India

This story of kidney exchange in India reminds me of the early days in the U.S., before there was a thick marketplace. (In addition it sounds as if Indian laws make exchange difficult, no doubt with the intention of making difficult the cash-for-kidneys black market...)

""Both the patients had approached us separately. They had come along with came individually with their respective wives as probable donors. But the transplants could not take place at that time as the blood groups of the patients and that of their respective wives did not match," said Dr Deepak Shankar Ray, the head of nephrology at RTIICS.

"Later, while scanning through the list of renal failure patients with renal failures and their prospective donors (related) who had come to the hospital, Ray happened to stumbled upon the fact that Manoj Kumar's blood group which is A +matched that of Umesh Prasad.

"Gupta's wife's, while Gupta's blood group was the same as which is B + matched that of Kumar's wife. While Nandarani and Gupta are B+, Kumar and Reena are both A+. The doctor then acted as a link between the two parties informing them that the transplants could happen if their wives were ready to donate their kidneys to someone else.
...
"Armed with no-objection certificates from the health department of their respective states (mandatory under the Organ Transplant Act), the patients came back returned to Kolkata a few weeks back.

"In Kolkata, advocate Subhomoy Samajddar filed affidavits at Alipore court that is required for unrelated donor transplant. The court has granted permission and we will forward all documents to the state health department next week that will complete all the legal formalities," said Sumato Ghosh, the legal manager at RTIICS."

Wednesday, October 17, 2012

Kidney exchange: stories of donors and recipients

Kidney exchange isn't just about the technology of matching and the logistics of arranging many surgeries, or difficult ones, it is also about the intensely personal stories of donors and recipients.  The news stories below open a window on some of those, from Vancouver British Columbia. to San Antonio Texas

Backing out was never an option for B.C. donor
"I was the last in the chain to do the donation," said Campbell, 48, of Qualicum Beach, B.C., who was scheduled to give one of her kidneys to a Montreal man days after her husband Steve got a kidney from an Ottawa donor. Organizers asked her repeatedly whether she would honour her commitment no matter what happened on the operating table to her husband, she recalled.

 "'And what happens if Steve doesn't do well, will you still be able to get on a plane and go?' They put a lot of faith in me not backing out."

  *********

FAITH, FREEDOM AND A KIDNEY: Healers in it for the long haul

""You have way too many antibodies. You're too big. You're too small. You're too tall. You're too short. There's always a reason to say, 'no.' A lot of times it's easier for hospitals to say, 'no,' Bingaman said. "It's much harder for them to say, 'yes.' " 

Tuesday, October 16, 2012

An inadvertent ad for Starbucks



5AM at our house yesterday, between phone calls...

and later that morning...

more photos here (by Linda Cicero for Stanford).

Unusual day yesterday...

Well, I had an unusual day yesterday. But I'm not much further along digesting it. So I think I'll go back to usual (non Nobel) blogging about market design.  I'm still working on answering emails, 'tho I'm sure to miss some, or give up before I get to the earliest ones. But I appreciate all the well wishes...


Monday, October 15, 2012

Blog may be delayed today...

Count me as surprised...

Sunday, October 14, 2012

The market for chocolate (hint: rich people eat it...)

The venerable Onion has a competitor in the sometimes pretty funny New England Journal of Medicine, which notes the correlation between national chocolate consumption and per-capita Nobel prizes.And the Swiss eat a lot of chocolate. Slate has the story:

Why Do the Swiss Eat So Much Chocolate?: And does it help them win Nobel Prizes?

"A new study in The New England Journal of Medicine shows that a country's chocolate consumption correlates strongly with the number of Nobel Prizes its citizens win. According to the author’s calculations, Switzerland consumes the most chocolate and ranks second behind Sweden in laureates per capita. ...Switzerland doesn’t have the climate to grow cocoa. How did it become known for chocolate?

"Because the great chocolate innovators were Swiss. ... In 1819, Francois-Louis Cailler developed a recipe to turn gritty cocoa beans into a solid, smooth chocolate bar. Rudolph Lindt eventually perfected the smoothing process by adding cocoa butter with a machine he called the conche. In 1830, his countryman Charles-Amédée Kohler added hazelnuts to chocolate. Jean Tobler formulated the Toblerone bar in the late 1860s. Perhaps the greatest innovation came in 1875, when Daniel Peter figured out how to combine cocoa powder with local milk to create milk chocolate, which became an instant sensation. (The Swiss can’t take credit for cocoa powder, which was developed by Dutch chemist Coenraad J. van Houten in 1828.) Eventually, Kohler, Peter, and food magnate Henri Nestlé joined forces to create the Swiss Chocolate Society, which eventually became the Nestlé company. Today, Swiss consumers eat more than 23 pounds of the country’s most famous product per year.

"There’s another factor to Switzerland’s high chocolate consumption: wealth. (Which may also explain the correlation with Nobel prizes.) Few cocoa-producing countries are big chocolate consumers, because chocolate is a luxury. Ivory Coast, Indonesia, Ghana, and Nigeria, all of which have per capita GDPs well below the global average, lead the world in cocoa production. By contrast, wealthy Western Europe constitutes 6 percent of the world’s population, but eats 45 percent of its chocolate."

Saturday, October 13, 2012

Matching students to professors and research projects



ResearchMat.chAlpha  http://researchmat.ch/ 

We're a quick and easy way to match students and professors for the most successful project collaborations.
Check it out! »
Winner: Best Business Model at Columbia Devfest 2012!


by a former spelling bee champ: http://www.nytimes.com/schoolbook/2012/03/23/a-spelling-champ-whose-e-u-o-n-y-m-should-have-been-joy/

HT: Mary O'Keeffe

Friday, October 12, 2012

Repugnance watch: Texas is different

Time Magazine has the story:

"Two Texas mothers set off a firestorm recently when they complained that a male assistant principal had severely paddled their daughters. One of the mothers pointed out that school policy required that officials of the same sex as the student do the paddling. Now the school board has responded — by dropping the rule requiring paddlers and students to be of the same sex. 

Thursday, October 11, 2012

A wife-carrying championship dynasty

We have a new championship pair in the World Wife Carrying Championships in Finland, and they are the old champions. (I like wife carrying because it's similar enough to dwarf tossing to raise the question about why one is widely repugnant and the other is not...).

Wife carrying championships in Finland won for fourth time by couple

There's a video at the link...

Wednesday, October 10, 2012

Privacy of auction bids

Steve Leider writes:


I came on an interesting market design anecdote in a larger article about cryptography (http://arstechnica.com/security/2012/09/quantum-cryptography-yesterday-today-and-tomorrow/5/), and I found out more details here (http://ercim-news.ercim.eu/trading-sugar-beet-quotas-secure-multiparty-computation-in-practice)

The basic story is that all the production of sugar beets in Denmark get sold to a monopsonist firm Danisco, and at the start of the year each farmer buys rights to sell a certain quantity of beets to Danisco at harvest, based on their production estimates.  Often when harvest comes farmers end up wanting to buy or sell rights, however in the past this has been difficult to do in a centralized fashion because a double auction for rights would reveal too much information to Danisco and enhance its bargaining power versus the farmer's association.  Recently they instituted a system where they could essentially submit their bids in encrypted form to an algorithm that can compute the market clearing price and exchanges without needing to decrypt individual bids.

Steve

Tuesday, October 9, 2012

School choice in the news again in Boston

There are two things underlying school choice debates around the country:

1. In most big cities there aren't enough good schools for all children

2. People who live near good schools support a policy of sending children to local schools, and people who don't live near good schools support policies that allow children and their families to choose to go to more distant schools.

Here's the NY Times on the current debate in Boston, which mostly seems to involve limiting the scope of school choice to geographically smaller districts: 4 Decades After Clashes, Boston Again Debates School Busing

and here's the Harvard Gazette: Joel Klein speaks at Harvard Graduate School of Education

“The facts are pretty gruesome,” said Klein..."
**********

Links to the proposals are contained in this earlier post.

Monday, October 8, 2012

Incentives for blood donation (and seminar by Bob Slonim today at Stanford)

Bob Slonim is visiting at Stanford this quarter, and will be giving a seminar today: here's the announcement.


Mon, Oct 8, 3:30PM - 5:00PM Bob Slonim
Sydney (visiting Stanford)

Blood Donation Registry: A lab and natural field experiment GSB E-103 
There's no paper to link to yet...
****************

Over at MR, Alex Tabarrok wrote a little while ago about the earlier work of Bob and his colleagues on blood donation:


"Mario Macis, Nicola Lacetera, and Bob Slonim, the authors of the most important work on this subject (references below), write to me with the details:
The decision to donate blood involves complex motivations including altruism, civic duty and moral responsibility. As a result, we agree with Buttonwood that in theory incentives could reduce the supply of blood. In fact, this claim is often advanced in the popular press as well as in academic publications, and as a consequence, more and more often it is taken for granted.
But what is the effect of incentives when studied in the real world with real donors andactual blood donations?
We are unaware of a single study of real blood donations that shows that offering an incentive reduces the overall quantity or quality of blood donations. From our two studies, both in the United States covering several hundred thousand people, and studies by Goette and Stutzer (Switzerland) and Lacetera and Macis (Italy), a total of 17 distinct incentive items have been studied for the effects on actual blood donations. Incentives have included both small items and gift cards as well as larger items such as jackets and a paid-day off of work.  In 16 of the 17 items examined, blood donations significantly increased (and there was no effect for the one other item), and in 16 of the 17 items studied no significant increase in deferrals or disqualifications were found.  No study has ever looked at paying cash for actual blood donations, but several of the 17 items in the above studies involve gift cards with clear monetary value.
...

Goette, L., and Stutzer, A., 2011: “Blood Donation and Incentives: Evidence from a Field Experiment,” Working Paper.
Lacetera, N., and Macis, M. 2012. Time for Blood: The Effect of Paid Leave Legislation on Altruistic Behavior. Journal of Law, Economics and Organization, forthcoming.
Lacetera N, Macis M, Slonim R 2012 Will there be Blood? Incentives and Displacement Effects in Pro-Social Behavior. American Economic Journal: Economic Policy 4: 186-223.
Lacetera N, Macis M, Slonim R.: Rewarding Altruism: A natural Field Experiment, NBER working paper.

Sunday, October 7, 2012

Dual career academic couples--some thoughts on negotiations

A dean shares some thoughts on the negotiations and some of the obstacles that face dual career couples, and particularly the second member of the couple to be hired:

Dual-Career Academics: The Right Start
July 27, 2012 - 3:00am
"A typical hire is something that a department has prepared for at length and according to a familiar rhythm: asking to search, reading folders and conducting multiple campus interviews.  By the time an offer is tendered, department members have had numerous opportunities to review the new hire’s credentials, hear the person give a talk, and even speak one-on-one.   In contrast, a partner’s hire is often conducted more rapidly and with fewer opportunities for interaction with department members. 

"In consequence, when the second partner starts his or her job, there may be fewer members of the department than usual who are aware that the hire has happened, let alone who are aware of academic interests they may have in common."

Saturday, October 6, 2012

The online market for tailors

One of the markets that the internet seems likely to change profoundly is the market for custom clothing. Bloomberg news had a recent report on what looks like it could be a small beginning of a big thing:

"Custom clothing startups J. Hilburn Inc., American Giant andBonobos Inc. are racing to gain share in a U.S. e-commerce market that Forrester Research Inc. estimates will reach $327 billion in 2016, up from $202 billion last year. They’ve won customers and venture backers by cutting stores from the supply chain to ship straight to consumers from the factory, charging lower prices than department stores and eking out higher margins than Amazon.com Inc. , the biggest Web retailer.

“J. Hilburn will sell shirts that are made out of the same fabric mill in Italy that a Zegna would sell at Neiman Marcus for $300,” said Brian O’Malley, a partner at Battery Ventures, an investor in the startup, which has raised a total of about $12 million. “They can sell that same shirt totally custom-made for the customer for less, and do that still with healthy margins because there are a lot less middlemen along the way who need to get paid.”

Friday, October 5, 2012

Literary agents as matchmakers

Their secret, says Michael Bourne, is to try not to spend much time on work that they don't think they can sell...“A Right Fit”: Navigating the World of Literary Agents

"Mainstream publishing is a Rube Goldberg machine of perverse economic incentives, in which large numbers of mostly idiotic self-help guides, diet books, and airport thrillers subsidize an ever-shrinking number of mostly money-losing literary novels and books of poetry. But just because publishing operates on a crazy economic model doesn’t mean it doesn’t make sense. There is a market, however tiny, for good books, and there are a small number of smart, hard-working people who live for the thrill of finding a talented author. If you are one of those talented authors, then it is your job to stop whining and figure out how to make it easy for them to find you."

Thursday, October 4, 2012

School choice in Tel Aviv takes friendships into account

From the paper:

The Friends Factor: How Students’ Social Networks Affect Their Academic Achievement and Well-Being?, September 2012, by Victor Lavy and Edith Sand.


Abstract
"In this paper, we estimate the influence of social relationships on educational attainment and social outcomes of students in school. More specifically, we investigate how losing different types of social relationships during the transition from elementary to middle school affect students' academic progress and general well-being. We use social relationships identified by the students themselves in elementary school, as part of a unique aspect of the Tel Aviv school application process which allows sixth-grade students to designate their middle schools of choice and to list up to eight friends with whom they wish to attend that school. The lists create natural “friendship hierarchies” that we exploit in our analysis. We designate the three categories of requited and unrequited friendships that stem from these lists as follows: (1) reciprocal friends (students who list one another); and for those whose friendship requests did not match: (2) followers (those who listed fellow students as friends but were not listed as friends by these same fellow students) and (3) non-reciprocal friends (parallel to followers). Following students from elementary to middle school enables us to overcome potential selection bias by using pupil fixed-effect methodology. Our results suggest that the presence of reciprocal friends and followers in class has a positive and significant effect on test scores in English, math, and Hebrew. However, the number of friends in the social network beyond the first circle of reciprocal friends has no effect at all on students. In addition, the presence of non-reciprocal friends in class has a negative effect on a student’s learning outcomes. We find that these effects have interesting patterns of heterogeneity by gender, ability, and age of students. In addition, we find that these various types of friendships have positive effects on other measures of well-being, including social and overall happiness in school, time allocated for homework, and whether one exhibits violent behavior."

The paper uses the submitted friendship links, and the outcome of the school matching process, but doesn't give any indication of how the school choice process attempts to take into account the friendship links...




HT: László Sándor

Wednesday, October 3, 2012

Free-will marriages in Pakistan

Marriage is a tough matching problem under any circumstances, but women who wish to choose their own spouse in Pakistan may face special problems, although progress is being made: Defying Parents, Some Pakistani Women Risk All to Marry Whom They Choose

"Though some form of arranged marriage remains the most common way for Pakistanis to find spouses, marriage without the consent of a woman’s guardian was legalized in 2003. The change in the law has created a larger opening for many women to claim their independence, using the courts and the local news media.
...
"The tactics have given more visibility to a problem long considered largely a private matter.

Things are changing; the girls are becoming bolder, they are continuously taking steps, and they are not afraid to die,” said Mahnaz Rahman, resident director of the Aurat Foundation, a women’s rights organization active throughout Pakistan. “They know that they will be killed, but even then they are taking these steps because they can’t conform to the values of their parents. They are the girls of this modern age.”

"When a woman disagrees with her parents’ choice of husband, she has few options, Ms. Rahman said. If she wants to marry someone else, the two must elope and leave the family home behind. By leaving the home, though, the daughter is considered to have dishonored her family, and that is where culture, custom and the legal system intersect with retribution.

"Parents frequently press kidnapping charges to regain control of a renegade daughter. Such cases can engulf entire families, as the police will often seize property and detain relatives of the accused man."

Tuesday, October 2, 2012

New zones in Boston Public School choice

Boston's school choice system is presently organized intro districts, and parents can submit preferences for schools in their district (which are the processed in a deferred acceptance algorithm).

There have been concerns about transportation costs and times, and several new proposals are now under consideration, ranging from local schools to increasing the number of school districts, so that each one is smaller. (Here's the BPS page on the proposals and the public discussions that will now take place.)

Changing back to 100% local schools determined by home address would of course remove the need for any algorithm to process preferences. However all the other proposals will continue to need a school choice algorithm. As far as I know, there isn't any discussion about changing the algorithm, it's all about re-defining the choice sets.

Monday, October 1, 2012

Proposed revisions to deceased donor kidney allocation policy

Here's an announcement about the newly proposed revision of the deceased donor kidney allocation policy (at the end of the post I have an emailed explanation from the committee chair John Friedewald.




Release Date:
09/21/2012

Public comment sought on proposed revisions to deceased donor kidney allocation policy

Richmond, Va. - The OPTN/UNOS Kidney Transplantation Committee is seeking public comment regarding substantial proposed amendments to OPTN deceased donor kidney allocation policy. The proposed policy would maintain access to kidney transplantation for all candidates while seeking to improve outcomes for kidney transplant recipients, increase the years recipients may have a functioning transplant and increase utilization of available kidneys.
Matching to increase benefit and utilizationMore than 93,000 people are currently listed for kidney transplantation nationwide. About 10 percent of those candidates die each year while waiting. Because there are not enough kidneys donated to meet the need, it is important to improve benefit by matching recipients according to the potential function of the kidney and ensure as many kidneys as possible are transplanted.
The proposed policy includes new factors not used in the current policy. Their use is recommended to enhance survival benefit and use of available kidneys.

Kidney Donor Profile Index (KDPI)The proposed policy would replace the existing policy definitions of "standard criteria" and "expanded criteria" donors with the Kidney Donor Profile Index (KDPI). KDPI is a clinical formula to classify kidney offers based upon the length of time they are likely to continue to function once transplanted. This index is already in use as a resource for transplant professionals to evaluate kidney offers made under the current policy.

Estimated Post-transplant Survival (EPTS)The proposed policy would separately employ a clinical formula to estimate the number of years each specific candidate on the waiting list would be likely to benefit from a kidney transplant. This score is called the Estimated Post-transplant Survival formula (EPTS).
For more information about KDPI, EPTS and current policy definitions of "standard" and "expanded criteria" donors, read the frequently asked questions (FAQ) document.
KDPI and EPTS matching

Under the proposed policy, KDPI and EPTS would be combined so that the 20 percent of kidney offers with the longest estimated function determined by the KDPI would first be considered for the 20 percent of candidates estimated by the EPTS to have the longest time to benefit from a transplant. This policy revision is expected to create significant benefit in terms of overall "life-years" (time that recipients retain kidney function after the transplant). This improvement in utilization of the limited number of donated deceased kidneys may reduce recipients' future need for repeat transplants, thus allowing more transplants among candidates awaiting their first opportunity.

For the remaining 80 percent of transplant candidates, the organ offer process would be much the same as the existing system unless they receive additional priority based on other considerations addressed below.

Promoting greater utilizationThe 15 percent of kidney offers estimated to have the shortest potential length of function based on KDPI score would be offered on a wider geographic basis. Similar to the use of currently defined "expanded criteria donor" kidneys, these offers may be considered for candidates who would have a better life expectancy with a timely transplant than they would remaining on dialysis. This feature is expected to increase utilization of donated kidneys currently available for transplant. It may also help minimize differences in local transplant waiting times across different regions of the country.
...

Providing comment/process for further consideration The full proposal is available on the OPTN website. Anyone who has an interest may submit comments or questions on this or other current proposals

***********
And below is an email from the committee chair, John Friedewald in reply to a query on a list-serve (reproduced here with his permission).

"The current proposal for kidney allocation from the UNOS kidney committee is what it is not because it was the first thing we thought of, and “wow, it’s perfect” but rather it is the product of 8 years of trial and error, consensus building, and compromise.  To state that EOFI takes into account both equity and efficiency would seem to suggest that the current UNOS proposal does not.  How could this be?  We have tried over 50 different methods of allocation and simulated them (which has not happened yet with EOFI).  And with each simulation, we view the results and how the system affects all sorts of different groups (NOT just age, but blood type, ethnic groups, sensitized patients, the effects on organ shipping, the effects on real efficiency in the system (the actual logistics).  And we have seen that some methods of allocation can generate massive utility (or efficiency in your terminology).  We can get thousands of extra life years out of the current supply of organs.  But in each instance, we have made concessions in the name of equity.  The current proposal does not increase or decrease organs to any age group by more than 5% (compared to current).   This has been our compromise on equity.  What we see in utility/efficiency is an extra 8000+ years lived each year with the current supply of organs.  So the current policy has done a tremendous amount to balance equity and utility.  And we have left thousands of life years lived on the table in the name of equity.  Now you may argue that we have not done enough in that regard, but rest assured, we have given equity hundreds of hours of consideration.

"In terms of the possible changes to living donor kidney transplant rates, we have to understand why there is concern.  The current “Share 35” plan prioritizes kidneys from donors under age 35 to pediatric candidates.  Because there are so few pediatric candidates in any area, they tend to have very short waiting times compared to adult candidates (months vs. years).  And so, when faced with the decision, a pediatric candidate can be fairly sure to get a high quality deceased donor kidney in a relatively short period of time.  So why take a kidney away from a living donor?  And so the argument goes.  Pediatric candidates will maintain their priority in the new system.  And in fact, may have even better organs, because Share 35 will now relate to KPDI rather than donor age alone, a better marker of kidney longevity (some kidneys from donors under 35 aren’t that great, but KPDI tends to look at more factors than just age and really get to kidney quality).  So I would expect that many pediatric candidates will still take a kidney from a deceased donor rather than a living donor.  The living donor kidneys would still often be predicted to last them longer, but there is the issue of the risk to the living donor to consider in that difficult equation.
With adults, it will be quite different.  The new proposal would prioritize kidneys from donors with a KDPI < 20 (the “longest lasting” 20% of organs) to candidates with the 20% longest estimated post-transplant survival (EPTS).  This is done primarily to avoid extreme mismatches in donor and recipient longevity.  Why 20%?  There are several reasons.  First, the equations we use to predict EPTS are not perfect (nor could they ever be).  But it turns out, the EPTS prediction is much better at the tails than it is in the middle.  So we are pretty good at picking out the ones at the far left of the curve.  And 20% was chosen because the EPTS curve changes slope around that point.  And 20% is a round number (we could have chosen 17% or 23%, but that would even confuse people more – and we have heard over and over, “it can’t be confusing”.  The EPTS calculation was made simpler in response to public feedback.).  So the concern that I have heard is that if you are a candidate in the top 20% EPTS, then you will get a great kidney right away, and why would you take a living donor kidney? Just like the kids.  But the important difference here is in the numbers.  Given 92,000 patients on the wait list, there will be about 18,400 candidates in the “top 20%” EPTS group.  Now they will have priority (after multi-organ, after pediatrics, after zero mismatches, after previous live donors) for those organs, but remember, we only perform 11,500 or so transplant a year.  So the top 20% would be 2300 organs a year (assuming there are no pediatric, multi-organ transplants done).  So it is likely that candidates in the top 20 might wait years (longer than candidates in the bottom 80 EPTS would wait for a kidney in fact) for a top 20% kidney.  That is why top 20 EPTS candidates are eligible for all kidneys, because in practice, many of them will accept an offer from a donor with KDPI > 20%.  And guess what?  They have to wait JUST AS LONG for those as every other candidate.  So we are not really advantaging that top 20% group as much as people might think.  But we are trying to keep those really long lived organs for those who stand to benefit from them a long time.  And by doing that, we can realize all those extra life years lived.  And possibly decrease returns to the waitlist (which benefits all candidates indirectly).  We think that has to be worth some tradeoffs.  We have given careful thought and consideration to those issues.

"Thanks for listening (reading), and we really appreciate all the interest in the proposal.  I just want to make sure we are all talking about the same set of facts.
John Friedewald.