Personnel Economics

Edward Lazear passed away in November 2020 at the age of 72, mourned by many in the worlds of economic research and policy-making. Described by two close colleagues and co-authors at Stanford as ‘the first personnel economist’, he was also a founding member of IGM’s US panel and an important contributor to launching our project of polling economics experts on vital policy issues.

To mark the sad occasion, we invited both our US and European panels to express their views on aspects of Eddie’s work. We asked the experts whether they agreed or disagreed with the following statements, and, if so, how strongly and with what degree of confidence:

(a) Our understanding of labor productivity has been much enhanced by accounting for monetary and promotion-based incentives within firms and related selection effects.

(b) Large salaries for senior business executives are less a reflection of an individual’s current contribution to a firm’s overall performance than a ‘prize’ for those who put in the effort to achieve one of the top positions.

Of our 43 US experts, 40 participated in this survey; of our 48 European experts, 39 participated – for a total of 79 expert reactions.

Incentives and selection effects within firms

On the first statement, an overwhelming majority agreed on the importance of accounting for incentives and selection effects within firms as influences on labor productivity. Weighted by each expert’s confidence in their response, 48% of the US panel strongly agree, 50% agree, and 2% disagree. Among the European panel (again weighted by each expert’s confidence), 35% strongly agree, 58% agree, and 7% are uncertain. Overall, across both panels, 42% strongly agree, 54% agree, 3% are uncertain, and 1% disagree.

Among the short comments that the experts are able to include in their responses, Caroline Hoxby at Stanford says: ‘This is one of the many insights due to the great and (sadly) late Eddie Lazear. He will be missed as a mind and a colleague. Ave, Eddie.’ Nicholas Bloom at Stanford adds: ‘Eddie’s work has been hugely influential in this – for example, the management literature I know well directly built on personnel economics.’ And Anil Kashyap at Chicago notes: ‘This could have been a Nobel prize summary citation. Eddie was a giant and will be sorely missed.’

Several panelists drew our attention to key papers. Oliver Hart at Yale comments: ‘Eddie Lazear’s work on this topic has been very insightful. I would mention particularly his American Economic Review article on Safelite.’ And Christian Leuz at Chicago points to Eddie’s presidential address to the Society of Labor Economists in 1998 on past lessons and future directions for personnel economics; and his 2018 Journal of Economic Perspectives overview of work on compensation and incentives in the workplace.

Of the few experts who say they are uncertain, Franklin Allen at Imperial explains his thinking thus: ‘Still a contentious area I would say. Countries such as Japan don’t have high-powered incentives but still do fairly well it seems.’ And while Daron Acemoglu at MIT agrees with the statement, he notes: ‘But norms, morale and non-monetary incentives matter greatly inside organizations, and monetary incentives can sometimes erode/disrupt them.’

Large remuneration packages as tournament prizes

On the second statement about ‘rank-order tournaments’ (ROT) and whether large salaries for senior business executives are less a reflection of an individual’s current contribution to a firm’s overall performance than a ‘prize’ for those who put in the effort to achieve one of the top positions, a little over a half of the experts agreed, somewhat under a half were uncertain, and a small number disagreed.

Of the US panel (again weighted by each expert’s confidence in their response), 8% strongly agreed, 41% agreed, 39% were uncertain, 8% disagreed, and 5% strongly disagreed. The results were fairly similar for the European panel: 4% strongly agreed, 59% agreed, 28% were uncertain, and 10% disagreed. Overall, across both panels, 6% strongly agreed, 50% agreed, 33% were uncertain, 9% disagreed, and 2% strongly disagreed.

Of those who agree, Caroline Hoxby advises: ‘This is one of Eddie Lazear and Sherwin Rosen’s most insightful papers. Read it.’ Pete Klenow at Stanford links to Eddie’s 1981 study of agency, earnings profiles, productivity, and hours restrictions. And Peter Neary at Oxford directs us to an overview of tournament theory, noting: ‘With some allowance for performance bonuses, the statement is accurate for many organizations. This is not necessarily desirable though.’

Others who agree have similar concerns. Daron Acemoglu states: ‘Big caveat: that “effort” is often non-productive as well, for example, networking, connections, bending rules, and getting credit for others’ work.’ Richard Thaler at Chicago adds: ‘“Prize” for those who put in the effort to achieve one of the top positions. So a prize for campaigning. Plus luck. *Not* =value created.’ And Christian Leuz mentions: ‘Other factors (including ‘luck’) can play a role.’

Several who agree with the statement make a distinction between internal tournaments for career advancement and the global market for senior executives. Kjetil Storesletten at Oslo comments: ‘Wages for top executives reflect firms’ competition for top talent as well as long-term aspects of contracts, including tournaments.’ Robert Shimer at Chicago adds: ‘This is correct for internal promotions. Less so for the global market for CEOs.’ And Bengt Holmstrom at MIT states: ‘Not sure it is a prize a la tournament theory, as much as it reflects market value as several studies suggest.’

Panelists who say they are uncertain also point to context. Antoinette Schoar at MIT says: ‘Whether tournament component of salary is more important than compensation for effort depends on context.’ Larry Samuelson at Yale agrees: ‘Senior salaries are set in thin markets by negotiation or other processes with performance hard to measure; so are difficult to characterize.’ And Oliver Hart notes: ‘Promotion to a high salary position can be an important incentive but a high salary can be paid because an executive has a scarce talent.’

Finally, two panelists who disagree add comments. David Autor at MIT puns: ‘Much as I like the ROT hypothesis, I doubt it’s the main explanation for the rot-ten excess of executive pay in the US.’ And Abhijit Banerjee at MIT returns to the theme of luck: ‘Often it’s neither of the given options. Just rents you capture by being in the right place at the right time, or pure windfalls.

All comments made by the experts are in the full survey results. And in addition to the VoxEU column on Eddie’s life and work by his colleagues Paul Oyer and Kathryn Shaw, two members of our European panel – Imran Rasul and University College London and Oriana Bandiera at LSE – have published an obituary on the Royal Economic Society website.

Romesh Vaitilingam
@econromesh
January 2020

Question A:

Our understanding of labor productivity has been much enhanced by accounting for monetary and promotion-based incentives within firms and related selection effects.

Responses weighted by each expert's confidence

Question B:

Large salaries for senior business executives are less a reflection of an individual’s current contribution to a firm’s overall performance than a ‘prize’ for those who put in the effort to achieve one of the top positions.

Responses weighted by each expert's confidence

Question A Participant Responses

Participant University Vote Confidence Bio/Vote History
Allen
Franklin Allen
Imperial College London
Uncertain
5
Bio/Vote History
Still a contentious area I would say. Countries such as Japan don't have high powered incentives but still do fairly well it seems.
Antras
Pol Antras
Harvard
Strongly Agree
8
Bio/Vote History
Bandiera
Oriana Bandiera
London School of Economics
Strongly Agree
10
Bio/Vote History
Blanchard
Olivier Blanchard
Peterson Institute Did Not Answer Bio/Vote History
Bloom
Nicholas Bloom
Stanford
Strongly Agree
10
Bio/Vote History
Eddie's work has been hugely influential in this - for example the management literature I know well directly built on personnel economics
Blundell
Richard William Blundell
University College London
Agree
6
Bio/Vote History
Carletti
Elena Carletti
Bocconi
No Opinion
Bio/Vote History
Danthine
Jean-Pierre Danthine
Paris School of Economics Did Not Answer Bio/Vote History
De Grauwe
Paul De Grauwe
LSE
Agree
6
Bio/Vote History
Eeckhout
Jan Eeckhout
UPF Barcelona
Agree
7
Bio/Vote History
Fehr
Ernst Fehr
Universität Zurich
Agree
8
Bio/Vote History
Freixas
Xavier Freixas
Barcelona GSE Did Not Answer Bio/Vote History
Fuchs-Schündeln
Nicola Fuchs-Schündeln
Goethe-Universität Frankfurt
Agree
8
Bio/Vote History
Galí
Jordi Galí
Barcelona GSE
No Opinion
Bio/Vote History
Giavazzi
Francesco Giavazzi
Bocconi
No Opinion
Bio/Vote History
Griffith
Rachel Griffith
University of Manchester
Agree
6
Bio/Vote History
Guerrieri
Veronica Guerrieri
Chicago Booth Did Not Answer Bio/Vote History
Guiso
Luigi Guiso
Einaudi Institute for Economics and Finance
Agree
6
Bio/Vote History
Guriev
Sergei Guriev
Sciences Po
Strongly Agree
10
Bio/Vote History
Honohan
Patrick Honohan
Trinity College Dublin
Agree
1
Bio/Vote History
Javorcik
Beata Javorcik
University of Oxford
Agree
5
Bio/Vote History
Krahnen
Jan Pieter Krahnen
Goethe University Frankfurt
No Opinion
Bio/Vote History
Kőszegi
Botond Kőszegi
Central European University
Agree
5
Bio/Vote History
La Ferrara
Eliana La Ferrara
Harvard Kennedy
Agree
4
Bio/Vote History
Leuz
Christian Leuz
Chicago Booth
Agree
5
Bio/Vote History
Mayer
Thierry Mayer
Sciences-Po Did Not Answer Bio/Vote History
Meghir
Costas Meghir
Yale
Agree
9
Bio/Vote History
Neary
Peter Neary
Oxford
Agree
5
Bio/Vote History
Pagano
Marco Pagano
Università di Napoli Federico II
Strongly Agree
9
Bio/Vote History
Pastor
Lubos Pastor
Chicago Booth
Agree
2
Bio/Vote History
Persson
Torsten Persson
Stockholm University Did Not Answer Bio/Vote History
Pissarides
Christopher Pissarides
London School of Economics and Political Science
No Opinion
Bio/Vote History
Portes
Richard Portes
London Business School
Uncertain
4
Bio/Vote History
Prendergast
Canice Prendergast
Chicago Booth
Agree
6
Bio/Vote History
Propper
Carol Propper
Imperial College London
Agree
7
Bio/Vote History
Rasul
Imran Rasul
University College London
Strongly Agree
9
Bio/Vote History
Reichlin
Lucrezia Reichlin
London Business School
Uncertain
3
Bio/Vote History
Repullo
Rafael Repullo
CEMFI
Agree
4
Bio/Vote History
Rey
Hélène Rey
London Business School Did Not Answer Bio/Vote History
Schoar
Antoinette Schoar
MIT
Strongly Agree
8
Bio/Vote History
Storesletten
Kjetil Storesletten
University of Minnesota
Uncertain
3
Bio/Vote History
Sturm
Daniel Sturm
London School of Economics
Agree
6
Bio/Vote History
Van Reenen
John Van Reenen
LSE
Strongly Agree
9
Bio/Vote History
Vickers
John Vickers
Oxford
Agree
4
Bio/Vote History
Voth
Hans-Joachim Voth
University of Zurich
Agree
8
Bio/Vote History
Whelan
Karl Whelan
University College Dublin Did Not Answer Bio/Vote History
Wyplosz
Charles Wyplosz
The Graduate Institute Geneva
Agree
2
Bio/Vote History
Zilibotti
Fabrizio Zilibotti
Yale University Did Not Answer Bio/Vote History

Question B Participant Responses

Participant University Vote Confidence Bio/Vote History
Allen
Franklin Allen
Imperial College London
Uncertain
5
Bio/Vote History
Again a contentious area. Seems to be a complex issue.
Antras
Pol Antras
Harvard
Agree
7
Bio/Vote History
Bandiera
Oriana Bandiera
London School of Economics
Agree
10
Bio/Vote History
Blanchard
Olivier Blanchard
Peterson Institute Did Not Answer Bio/Vote History
Bloom
Nicholas Bloom
Stanford
Uncertain
7
Bio/Vote History
They are a combination of both - the tournament pay-off and an incentive to keep working. Indeed, this is critical for evaluating CEO pay.
Blundell
Richard William Blundell
University College London
Agree
5
Bio/Vote History
Carletti
Elena Carletti
Bocconi
No Opinion
Bio/Vote History
Danthine
Jean-Pierre Danthine
Paris School of Economics Did Not Answer Bio/Vote History
De Grauwe
Paul De Grauwe
LSE
Agree
7
Bio/Vote History
Eeckhout
Jan Eeckhout
UPF Barcelona
Agree
5
Bio/Vote History
Fehr
Ernst Fehr
Universität Zurich
No Opinion
Bio/Vote History
Freixas
Xavier Freixas
Barcelona GSE Did Not Answer Bio/Vote History
Fuchs-Schündeln
Nicola Fuchs-Schündeln
Goethe-Universität Frankfurt
Agree
8
Bio/Vote History
Galí
Jordi Galí
Barcelona GSE
No Opinion
Bio/Vote History
Giavazzi
Francesco Giavazzi
Bocconi
Disagree
7
Bio/Vote History
Griffith
Rachel Griffith
University of Manchester
Uncertain
5
Bio/Vote History
Guerrieri
Veronica Guerrieri
Chicago Booth Did Not Answer Bio/Vote History
Guiso
Luigi Guiso
Einaudi Institute for Economics and Finance
Uncertain
8
Bio/Vote History
Guriev
Sergei Guriev
Sciences Po
Uncertain
3
Bio/Vote History
Honohan
Patrick Honohan
Trinity College Dublin
Agree
1
Bio/Vote History
Interpreting this question as including other causes for such remuneration being disconnected from marginal contribution to firm performance
Javorcik
Beata Javorcik
University of Oxford
Agree
5
Bio/Vote History
Krahnen
Jan Pieter Krahnen
Goethe University Frankfurt
Uncertain
1
Bio/Vote History
Kőszegi
Botond Kőszegi
Central European University
Agree
4
Bio/Vote History
La Ferrara
Eliana La Ferrara
Harvard Kennedy
No Opinion
Bio/Vote History
Leuz
Christian Leuz
Chicago Booth
Agree
5
Bio/Vote History
JEP below by Lazear (section on Relative Pay and Tournament Theory) w/ evidence. Other factors (incl. "luck") can play role too - see links.
-see background information here
-see background information here
Mayer
Thierry Mayer
Sciences-Po Did Not Answer Bio/Vote History
Meghir
Costas Meghir
Yale
Agree
8
Bio/Vote History
Neary
Peter Neary
Oxford
Agree
5
Bio/Vote History
With some allowance for performance bonuses, the statement is accurate for many organizations. This is not necessarily desirable though
-see background information here
Pagano
Marco Pagano
Università di Napoli Federico II
Agree
8
Bio/Vote History
Pastor
Lubos Pastor
Chicago Booth
Uncertain
5
Bio/Vote History
Persson
Torsten Persson
Stockholm University Did Not Answer Bio/Vote History
Pissarides
Christopher Pissarides
London School of Economics and Political Science
Agree
8
Bio/Vote History
Portes
Richard Portes
London Business School
Agree
5
Bio/Vote History
Prendergast
Canice Prendergast
Chicago Booth
Disagree
8
Bio/Vote History
Propper
Carol Propper
Imperial College London
Strongly Agree
7
Bio/Vote History
Rasul
Imran Rasul
University College London
Agree
7
Bio/Vote History
Reichlin
Lucrezia Reichlin
London Business School
Agree
3
Bio/Vote History
Repullo
Rafael Repullo
CEMFI
Disagree
4
Bio/Vote History
Rey
Hélène Rey
London Business School Did Not Answer Bio/Vote History
Schoar
Antoinette Schoar
MIT
Uncertain
8
Bio/Vote History
If tournament component of salary is more important than compensation for effort depends on context. Goes back to Lazear/Rosen (1981)
Storesletten
Kjetil Storesletten
University of Minnesota
Agree
5
Bio/Vote History
Wages for top executives reflect firms’ competition for top talent as well as long-term aspects of contracts, including tournaments
Sturm
Daniel Sturm
London School of Economics
Uncertain
3
Bio/Vote History
Van Reenen
John Van Reenen
LSE
Uncertain
5
Bio/Vote History
Vickers
John Vickers
Oxford
Uncertain
4
Bio/Vote History
Voth
Hans-Joachim Voth
University of Zurich
Agree
7
Bio/Vote History
Whelan
Karl Whelan
University College Dublin Did Not Answer Bio/Vote History
Wyplosz
Charles Wyplosz
The Graduate Institute Geneva
Agree
2
Bio/Vote History
Zilibotti
Fabrizio Zilibotti
Yale University Did Not Answer Bio/Vote History