Posts filed under ‘– Klein –’
Overconfidence
| Peter Klein |
Busenitz and Barney (1997) famously argued that entrepreneurs (founders) are particularly susceptible to overconfidence and representativeness biases. Compared to professional managers, entrepreneurs systematically overestimate the probability that a new venture will succeed and tend to draw unwarranted generalizations about the future from small samples. Overconfidence is now one of the major themes in the contemporary entrepreneurship literature (Bernardo and Welch, 2001; Forbes, 2005; Koellinger, Minniti, and Schade, 2007).
A new NBER paper by Itzhak Ben-David, John Graham, and Campbell Harvey finds evidence for a particular kind of overconfidence, “miscalibration,” among corporate executives. Miscalibration occurs when the agent’s forecast probability distribution is too narrow, meaning that the likelihood of extremely positive or negative events is unrealistically discounted. The idea is that agents with miscalibrated expectations are overconfident, not in the success of their activities (what the authors label “optimism”), but in their ability to predict the success of their activities. Survey evidence from a sample of CFOs reveals a number of interesting regularities about the relationship between miscalibration and past financial performance, corporate investment, and other observables. Here’s the abstract:
Miscalibration is a form of overconfidence examined in both psychology and economics. Although it is often analyzed in lab experiments, there is scant evidence about the effects of miscalibration in practice. We test whether top corporate executives are miscalibrated, and study the determinants of their miscalibration. We study a unique panel of over 11,600 probability distributions provided by top financial executives and spanning nearly a decade of stock market expectations. Our results show that financial executives are severely miscalibrated: realized market returns are within the executives’ 80% confidence intervals only 33% of the time. We show that miscalibration improves following poor market performance periods because forecasters extrapolate past returns when forming their lower forecast bound (“worst case scenario”), while they do not update the upper bound (“best case scenario”) as much. Finally, we link stock market miscalibration to miscalibration about own-firm project forecasts and increased corporate investment.
I’m not aware of any entrepreneurship studies that distinguish miscalibration from optimism, in the sense those terms are used here. Am I missing something?
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Performance Evaluation Links
| Peter Klein |
Performance evaluation is a favorite topic here at O&M; readers may enjoy these miscellaneous items on measurement:
- “Is Impact Measurement a Dead End?” by Alanna Shaikh, guest blogging at AidWatch.
- Moneyball’s Michael Lewis on basketball player statistics (HT: PB).
- The Urban Institute’s Outcome Indicators Project for nonprofits.
- Relevant Demotivators: Flattery, Ineptitude, and Mediocrity.
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Summary of Dodd-Frank Act
| Peter Klein |
The Dodd-Frank Wall Street Reform and Consumer Protection Act — I’ll refrain from snarks about the title — was signed into law today by President Obama. Here is a very useful summary by William Sweet of the Act’s contents and likely consequences. In a nutshell: “The Dodd-Frank Act effects a profound increase in regulation of the financial services industry. The Act gives U.S. governmental authorities more funding, more information and more power. In broad and significant areas, the Act endows regulators with wholly discretionary authority to write and interpret new rules.” Aren’t you shocked that it passed?
Update: Larry Ribstein is not happy. Weil Gotshal provides further details.
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The Organizational Economics of the BP Oil Spill
Now that passions are cooling regarding the BP disaster, it’s time to bring organizational issues into the discussion.
1. Everyone knows about the liability caps and the role they may have played in encouraging moral hazard. Just as bank deposits are guaranteed by government deposit insurance, and large banks themselves are probably Too Big to Fail, liability for property damage from oil spills off US waters is limited to $75 million (plus cleanup costs), based on a 1990 law passed after the Exxon Valdiz spill. This presumably mitigates drillers’ incentives to manage environmental risk. Indeed, oil companies enjoy a very cozy relationship with their ostensible guardians; as the NY Times noted, “[d]ecades of law and custom have joined government and the oil industry in the pursuit of petroleum and profit.” The federal agency that oversees drilling, the Minerals Management Service, rakes $13 billion a year in fees in what amounts to a public-private partnership. And does anyone really think the British government would “stand idly by” if BP’s status as an ongoing concern were threatened by criminal or civil penalties?
2. As Bill Shughart points out, BP did not own the Deepwater Horizon platform, but leased it from a company called Transocean. To Bill this suggests “a classic principal-agent problem in which the duties and responsibilities of lessor and lessee undoubtedly were not spelled out fully, especially with respect to maintenance and testing of the rig’s blowout preventer as well as to the advisability of installing a second ‘blind sheer ram,’ which may have been able to plug the well after the first (and only one then in service) failed to do so.” Would BP have paid more attention to safety if it owned, rather than leased, the platform? (more…)
Political and Methodological Individualism
| Peter Klein |
Further to Nicolai’s post, it is also widely believed that methodological individualism — the chief explanatory principle of economics and rational-choice sociology and political science — implies or justifies political individualism or, even worse, some kind of metaphysical or ontological individualism. “But people are social beings!” cry the critics. Well, sure. Methodological individualism is simply the view that social phenomena should be explained, or understood, in terms of the values, beliefs, plans, and actions of the individual that make up the social whole. It makes no claims about the ultimate source of these values and beliefs, the degree to which people are influenced by society, etc. It is a principle of explanation, nothing more.
Here’s a plain statement from Schumpeter, the guy who coined the term “methodological individualism” (okay, he used methodische Individualismus, and borrowed the concept from Weber), writing in 1908:
[W]e must strictly differentiate between political and methodological individualism, as the two have virtually nothing in common. the former starts form the general assumption that freedom, more than anything, contributes to the development of the individual and the well-being of society as a whole and puts forward a number of practical propositions in support of this. The latter is quite different. It has no specific propositions and no prerequisites, it just means that it bases certain economic processes on the actions of individuals. Therefore the question really is: is it practical to use the individual as a basis and would there be enough scope in doing so, or would it be better, in view of specific problems and the national economy as a whole, to use society as a basis. This question is purely methodological and involves no important principle. The socialists can answer it in terms of methodological individualism and the political individualists in terms of their social concept of things, without getting into conflict with their convictions.
See also the Mises quotes discussed here.
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Mises Quote of the Day
| Peter Klein |
From Human Action, chapter 15, section 11 (via JGL):
In order to succeed in business a man does not need a degree from a school of business administration. These schools train the subalterns for routine jobs. They certainly do not train entrepreneurs. An entrepreneur cannot be trained. A man becomes an entrepreneur in seizing an opportunity and filling the gap. No special education is required for such a display of keen judgment, foresight, and energy. The most successful businessmen were often uneducated when measured by the scholastic standards of the teaching profession. But they were equal to their social function of adjusting production to the most urgent demand. Because of these merits the consumers chose them for business leadership.
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Hayek Interviews
| Peter Klein |
In 1983 the Earhart Foundation sponsored a lengthy set of interviews with F. A. Hayek in Los Angeles. The transcripts have long been available (and form the basis of the interview parts of Hayek on Hayek), but the complete set of videos has just now been put online, courtesy of the Universidad Francisco Marroquín. The interviewers are an impressive lot as well: James Buchanan, Armen Alchian, Axel Leijonhufvud, Robert Bork, Tom Hazlett, Jack High, Bob Chitester, Leo Rosten, and Earlene Craver. (I hardly recognized the youthful Hazlett!) You can also get the transcripts, if you prefer plain text.
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Incentives Matter, Little Big Horn Edition
| Peter Klein |
Thanks to Norman Van Cott for this tidbit, which I hadn’t known before:
The crux of Roger McGrath’s review of Nathaniel Philbrick’s “The Last Stand” (Bookshelf, June 18) is that George Custer’s “undoing was the wildly inaccurate information he [Custer] received about the number of Indian warriors he might face.” Left unnoted by Mr. McGrath is the role perverse public-sector economic incentives played in generating this information.
To wit, Indian reservation agents’ salaries varied directly with reservation populations. More Indians, more money. This provided agents an incentive to inflate reservation population counts, which led in turn to underestimates of the number of Indians on the warpath. For the economist, the Little Bighorn debacle is an excellent example of public choice economics in action.
Details about how these incentives affected the population counts appear in a previous decade’s classic study of Custer, Evan Connell’s 1984 “Son of the Morning Star.” For example, prior to the battle, agents reported 37,391 Indians on the reservations. A U.S. Army count after the battle turned up 11,660. That Custer’s soldiers ended up facing perhaps twice as many Indians as they had been told to expect is not surprising. Incentives matter.
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Too Much Research
| Peter Klein |
Bill McKelvey is one of the signatories to a controversial Chronicle piece that ran last month, “We Must Stop the Avalanche of Low-Quality Research.” The five authors, from a variety of academic disciplines, argue that “the amount of redundant, inconsequential, and outright poor research has swelled in recent decades, filling countless pages in journals and monographs.” As evidence they point to increases in the numbers of journals, journal pages, and authors and decreases in average citation rates.
[I]nstead of contributing to knowledge in various disciplines, the increasing number of low-cited publications only adds to the bulk of words and numbers to be reviewed. Even if read, many articles that are not cited by anyone would seem to contain little useful information. The avalanche of ignored research has a profoundly damaging effect on the enterprise as a whole. Not only does the uncited work itself require years of field and library or laboratory research. It also requires colleagues to read it and provide feedback, as well as reviewers to evaluate it formally for publication. Then, once it is published, it joins the multitudes of other, related publications that researchers must read and evaluate for relevance to their own work. Reviewer time and energy requirements multiply by the year. The impact strikes at the heart of academe.
I think this assessment is generally on target, in my own field at least. What percentage of the articles in your favorite scholarly journal do you read, let alone remember? How much of the research in your field really adds value? Of course, search tools make it easier to find relevant information, so I’m not sure the point about lit reviews is all that compelling. Still, it does seem increasingly difficult to sort wheat from chaff.
I’m less impressed with the authors’ proposed solutions — limiting the number of publications that can be considered for promotion and tenure, making greater use of impact factors, and enforce tighter page restrictions. These strike me as superficial fixes. The main problem is the vast increase in the scale and scope of the “scientific” enterprise itself, almost all of it due to public funding. There are simply too many universities and institutes, too many research faculty, too many granting agencies, too much research money. It’s a self-perpetuating process, almost exclusively driven by supply-side considerations (who on earth “demands” the output of most English departments?). Some of you will be shocked by the claim that there’s “too much” research money, particularly in today’s austere climate. But I mean too much relative to some social optimum, not too much relative to what university professors want.
Why would we expect this kind of system to produce high-quality research? Perhaps it’s a miracle that any good work gets done at all.
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SMS India Workshop on Strategic Entrepreneurship
| Peter Klein |
In 2008 C. K. Prahalad, along with Charles Dhanaraj and O&M friend M. B. Sarkar, established the SMS India Research Initiative. The next event is a paper development workshop on strategic entrepreneurship, 10-12 December 2010 in Bangalore, aimed at “Western scholars interested in research on emerging markets, and aspiring scholars primarily in Indian business schools.” See the link above for the CFP and the list of senior scholar-participants including Dean Shepherd, Candy Brush, Saras Sarasvathy, Harry Sapienza, Jay Barney, Will Mitchell, Zoltan Acs, Mike Hitt, and many more.
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Speak Like a Philosophy Professor
| Peter Klein |
From Shrek the Third (text courtesy of IMDB):
Prince Charming: You! You can’t lie! So tell me puppet… where… is… Shrek?
Pinocchio: Uh. Hmm, well, uh, I don’t know where he’s not.
Prince Charming: You’re telling me you don’t know where Shrek is?
Pinocchio: It wouldn’t be inaccurate to assume that I couldn’t exactly not say that it is or isn’t almost partially incorrect.
Prince Charming: So you do know where he is!
Pinocchio: On the contrary. I’m possibly more or less not definitely rejecting the idea that in no way with any amount of uncertainty that I undeniably
Prince Charming: Stop it!
Pinocchio: …do or do not know where he shan’t probably be, if that indeed wasn’t where he isn’t. Even if he wasn’t at where I knew he was,
[Pigs and Gingerbread Man begin singing]
Pinocchio: That’d mean I’d really have to know where he wasn’t.
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Thanks to Craig!
| Peter Klein |
I’ve been remiss in thanking Craig Pirrong for his excellent guest posts this past Spring — really great stuff! Remember that you can follow Craig at his personal site, Streetwise Professor. Thanks, Craig, for your contributions!
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The Reverse Peltzman Effect
| Peter Klein|
An example of the Reverse Peltzman Effect, a lot like Alchian’s (or Tullock’s) spear:
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Isomorphism in Higher Education
| Peter Klein |
Amitai Etzioni is upset that new firms are entering the higher-education market and offering — gasp! — a differentiated product. Worst of all, they operate on a for-profit basis! (“For-profit,” as left-leaning intellectuals know, is synonymous for “evil.”) Consider:
The education students receive at for-profit colleges bears little resemblance to the kind they would get at a true liberal arts college. Neither does it resemble the collegial image the for-profit colleges love to project. Professors at these schools often work on short contracts. There is no tenure. The executives make staggering salaries. Most students are taught online, often by poorly qualified professors who have very limited contact with the students. . . .
The schools’ stripped-down curricula and poor instruction often make for nearly worthless degrees. When students graduate from these colleges, many cannot find jobs — or at least not the kinds they were promised — and eventually, many of them default on their loans.
Of course, this in no way resembles the situation at traditional colleges and universities, at which all instructors are highly qualified, administrators make minimum wage, instructors spend lots of time with their students, and all students get exactly the jobs they were promised and pay their loans back immediately. (more…)
Accounting Conference on Creativity
| Peter Klein |
Hold your accountant jokes, everybody, because the journal Accounting, Organizations, and Society, along with IESE Business School and Sda Bocconi School of Management, is sponsoring a workshop on creativity and it looks really interesting. The workshop, “Debating the Link Between Creativity and Control,” takes place 4–5 April 2011 in Barcelona. Here’s the blurb:
Creativity is more important today than ever before. In fact, in current hypercompetitive environments, where the comparative advantage is easily eroded by technological evolution and by imitative or innovative action of competitors, firms can only react by means of creative processes aimed at renewing market strategies and product lines. Different streams of research on creativity have been developed over time, evolving from different sources, focusing on somewhat different aspects and suggesting a rich set of managerial results.
The aim of the workshop is to start an interdisciplinary debate on creativity, calling together contributors from psychology, sociology, management, and accounting domains. The discussion will explore the link between creativity and control, seen as a promising stream of research not only because of its infancy but most important because of its relevance to the world of management. The event will contribute to unveiling how the dialog between different disciplinary perspectives may lead to a deeper understanding on how to control creativity processes, thanks to the potential synergies deriving from the study of this phenomenon from different theoretical angles.
Further details and submission info below the fold. (more…)
Amsterdam Workshop on Entrepreneurial Capabilities
| Peter Klein |
The Amsterdam Center for Entrepreneurship (ACE) is sponsoring a two-day workshop starting tomorrow, 28 June, on “The Development of Entrepreneurial Capabilities.” Participants include Benson Honig, Gary Dushnitsky, Zoltan Acs, David Audretsch, Thomas Astebro, ACE Director Mirjam van Praag, and former O&M guest blogger Chihmao Hsieh. For more information see the conference program. Good stuff!
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Bailouts in Historical Perspective
| Peter Klein |
O&M has been consistently anti-bailout, whether recipients are banks, manufacturing firms, or homeowners. Besides encouraging moral hazard, bailouts also stymie the fundamental market process of moving productive assets from lower- to higher-valued uses. A market economy, after all, is a profit-and-loss system. Without losses, what’s the point?
A new edited volume, Bailouts: Public Money, Private Profit (Columbia University Press, 2010), explores bailouts in historical perspective, going back as far as the US financial crisis of 1792. Editor Robert Wright and his contributors try to steer a middle course, with Wright endorsing Hamilton’s Rule (formerly Bagehot’s Rule) of providing public loans to failing firms only if they have good collateral, and at “penalty” interest rates. Still, as Wright notes in his introduction, “There is no statistical evidence, however, that bailouts [of any kind] can speed economic recovery. In fact, bailouts can slow recovery by creating policy uncertainty, distorting market incentives, and in extreme cases fomenting sociopolitical unrest.”
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Guru Drivel in Fiction
| Peter Klein |
A funny passage from Neal Stephenson’s The Confusion, the second volume of his Baroque Cycle trilogy. In this scene, set in 1690, a motley crew of galley slaves, victims of Barbary Corsair raiding parties, discuss their plan to escape and get rich. Each is giving his backstory:
“The winter before last, I made the acquaintance of Moseh, who was asking many questions about the market in tutsaklar ransom futures. We had several conversations and I began to perceive the general shape of his Plan.”
“He told you about Jeronimo, and the Viceroy?”
“No, I learned of that on the same night as you.”
“Then what do you mean when you say you understood his plan?”
“I understood his basic principle: that a group of slaves who, taken one by one, were assigned a very low value by the market, might yet be worth much when grouped together cleverly. . . .” Vrej rolled up to his feet and grimaced into the sun. “The wording does not come naturally in this bastard language of Sabir, but Moseh’s plan was to synergistically leverage the value-added of diverse core competencies into a virtual entity whose whole was more than the sum of its parts. . . .”
Jack stared at him blankly.
“It sounds brilliant in Armenian.” (more…)
ISNIE Conference Papers
| Peter Klein |
I’m in lovely Stirling, Scotland, for the ISNIE Annual Meeting. (And, driven in part by my Scottish ancestry, feeling the urge to slay an Englishman.) Nobel Laureates Williamson and Ostrom are giving the keynote speeches, and many additional members of the O&M extended family are here. You can access most of the accepted papers at this link, which is almost as good as being here. Enjoy!
Next year’s conference, organized by Barry Weingast, will take place mid-June at Stanford University, so start making plans now!
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Interview with Josh Lerner
| Peter Klein |
Paul Kedrosky interviews Josh Lerner for Kauffman’s “Infectious Talk” series. Josh is one of the top researchers and teachers working at the intersection of entrepreneurship and finance, and is always worth reading (or listening to, if you prefer the podcast version).
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