Incentives & Governance

Andrea Blasco, Olivia S. Jung, Karim R. Lakhani, and Michael E. Menietti. 4/2019. “Incentives for Public Goods Inside Organizations: Field Experimental Evidence.” Journal of Economic Behavior & Organization, 160, Pp. 214-229. Publisher's VersionAbstract

We report results of a natural field experiment conducted at a medical organization that sought contribution of public goods (i.e., projects for organizational improvement) from its 1200 employees. Offering a prize for winning submissions boosted participation by 85 percent without affecting the quality of the submissions. The effect was consistent across gender and job type. We posit that the allure of a prize, in combination with mission-oriented preferences, drove participation. Using a simple model, we estimate that these preferences explain about a third of the magnitude of the effect. We also find that these results were sensitive to the solicited person’s gender.

Kevin J. Boudreau and Karim R. Lakhani. 2015. “'Open' Disclosure of Innovations, Incentives and Follow-on Reuse: Theory on Processes of Cumulative Innovation and a Field Experiment in Computational Biology.” Research Policy, 44, 1, Pp. 4-19. Publisher's VersionAbstract

Most of society's innovation systems – academic science, the patent system, open source, etc. – are “open” in the sense that they are designed to facilitate knowledge disclosure among innovators. An essential difference across innovation systems is whether disclosure is of intermediate progress and solutions or of completed innovations. We theorize and present experimental evidence linking intermediate versus final disclosure to an ‘incentives-versus-reuse’ tradeoff and to a transformation of the innovation search process. We find intermediate disclosure has the advantage of efficiently steering development towards improving existing solution approaches, but also has the effect of limiting experimentation and narrowing technological search. We discuss the comparative advantages of intermediate versus final disclosure policies in fostering innovation.

Karim R. Lakhani and Meredith L. Liu. 2012. Innovation at Charlotte-Mecklenburg Schools. Harvard Business School Case. Harvard Business School. Publisher's VersionAbstract

Following its 2011 win of the Broad Prize, the most prestigious award available for urban school districts, Charlotte-Mecklenburg Schools must hire a new superintendent. This case examines the context of a large urban public school district and how its Board of Education and superintendent were able to create an environment that successfully fostered innovation, using a variety of tools including policy, structure, tools, and culture. It explores the particular constraints and barriers of public education and how the district leadership navigated them. Covers issues such as the resistance to innovation in the public sector, the importance of leadership in building a culture of innovation, the use of autonomy and accountability to encourage individual creativity, the difficulty of managing multiple stakeholders, and the challenge of sustaining improvements over changes in leadership.

Kevin Boudreau. 2010. “Open Platform Strategies and Innovation: Granting Access vs. Devolving Control.” Management Science, 56, 10, Pp. 1849-1872. Publisher's VersionAbstract

This paper studies two fundamentally distinct approaches to opening a technology platform and their different impacts on innovation. One approach is to grant access to a platform and thereby open up markets for complementary components around the platform. Another approach is to give up control over the platform itself. Using data on 21 handheld computing systems (1990–2004), I find that granting greater levels of access to independent hardware developer firms produces up to a fivefold acceleration in the rate of new handheld device development, depending on the precise degree of access and how this policy was implemented. Where operating system platform owners went further to give up control (beyond just granting access to their plat- forms) the incremental effect on new device development was still positive but an order of magnitude smaller. The evidence from the industry and theoretical arguments both suggest that distinct economic mechanisms were set in motion by these two approaches to opening.

Lars Bo Jeppesen and Karim R. Lakhani. 2010. “Marginality and Problem-Solving Effectiveness in Broadcast Search.” Organization Science, 21, 5, Pp. 1016-1033. Publisher's VersionAbstract

We examine who the winners are in science problem-solving contests characterized by open broadcast of problem information, self-selection of external solvers to discrete problems from the laboratories of large R&D intensive companies, and blind review of solution submissions. We find that technical and social marginality, being a source of different perspectives and heuristics, plays an important role in explaining individual success in problem solving. The provision of a winning solution was positively related to increasing distance between the solver's field of technical expertise and the focal field of the problem. Female solvers—known to be in the "outer circle" of the scientific establishment—performed significantly better than men in developing successful solutions. Our findings contribute to the emerging literature on open and distributed innovation by demonstrating the value of openness, at least narrowly defined by disclosing problems, in removing barriers to entry to non-obvious individuals. We also contribute to the knowledge-based theory of the firm by showing the effectiveness of a market mechanism to draw out knowledge from diverse external sources to solve internal problems.

Kevin J. Boudreau, Karim R. Lakhani, and Michael Menietti. 2016. “Performance Responses to Competition Across Skill-Levels in Rank Order Tournaments: Field Evidence and Implications for Tournament Design.” The RAND Journal of Economics, 47, 1, Pp. 140-165. Publisher's VersionAbstract

Tournaments are widely used in the economy to organize production and innovation. We study individual data on 2775 contestants in 755 software algorithm development contests with random assignment. The performance response to added contestants varies nonmonotonically across contestants of different abilities, precisely conforming to theoretical predictions. Most participants respond negatively, whereas the highest-skilled contestants respond positively. In counterfactual simulations, we interpret a number of tournament design policies (number of competitors, prize allocation and structure, number of divisions, open entry) and assess their effectiveness in shaping optimal tournament outcomes for a designer.

Karim R. Lakhani and Greta Friar. 2015. Prodigy Network: Democratizing Real Estate Design and Financing. Harvard Business School Teaching Notes. Harvard Business School. Publisher's VersionAbstract

Teaching Note for HBS Case 614-064.

This case follows Rodrigo Nino, founder and CEO of commercial real estate development company Prodigy Network, as he develops an equity-based crowdfunding model for small investors to access commercial real estate in Colombia, then tries out the model in the U.S. U.S. regulations, starting with the Securities Act of 1933, effectively barred sponsors from soliciting small investors for large commercial real estate. However, the JOBS Act of 2013 loosened U.S. restrictions on equity crowdfunding. Nino believes that crowdfunding will democratize real estate development by providing a new asset class for small investors, revolutionizing the industry. The case also follows Nino's development of an online platform to crowdsource design for his crowdfunded buildings, maximizing shared value throughout the development process. Nino faces many challenges as he attempts to crowdfund an extended stay hotel in Manhattan, New York. For example, crowdfunded real estate faces resistance from industry leaders, especially in regards to the concern of fraud, and SEC regulations on crowdfunding remain undetermined at the time of the case.

Kevin J. Boudreau and Karim R. Lakhani. 2012. “The Confederacy of Heterogeneous Software Organizations and Heterogeneous Developers: Field Experimental Evidence on Sorting and Worker Effort.” In The Rate and Direction of Inventive Activity Revisited, edited by Scott Stern and Josh Lerner. Chicago, IL: University of Chicago Press. Publisher's VersionAbstract

This chapter reports on an actual field experiment that tests for the influence of “sorting” on innovator effort. The focus is on the potential heterogeneity among innovators and whether they prefer a more cooperative versus competitive research environment. The focus of the field experiment is a real-world multiday software coding exercise in which participants are able to express a preference for being sorted into a cooperative or competitive environment—that is, incentives in the cooperative environment are team based, while those in the competitive environment are individualized and depend on relative performance. Half of the participants are indeed sorted on the basis of their preferences, while the other half are assigned to the two modes on a random basis.

Karim R. Lakhani, David A. Garvin, and Eric Lonstein. 2010. TopCoder (A): Developing Software through Crowdsourcing. Harvard Business School Case. Harvard Business School. Publisher's VersionAbstract

TopCoder's crowdsourcing-based business model, in which software is developed through online tournaments, is presented. The case highlights how TopCoder has created a unique two-sided innovation platform consisting of a global community of over 225,000 developers who compete to write software modules for its over 40 clients. Provides details of a unique innovation platform where complex software is developed through ongoing online competitions. By outlining the company's evolution, the challenges of building a community and refining a web-based competition platform are illustrated. Experiences and perspectives from TopCoder community members and clients help show what it means to work from within or in cooperation with an online community. In the case, the use of distributed innovation and its potential merits as a corporate problem solving mechanism is discussed. Issues related to TopCoder's scalability, profitability, and growth are also explored.

Anat Bracha, Michael Menietti, and Lise Vesterlund. 2011. “Seeds to Succeed?: Sequential Giving to Public Projects.” Journal of Public Economics, 95, 5-6, Pp. 416-427. Publisher's VersionAbstract

The public phase of a capital campaign is typically launched with the announcement of a large seed donation. Andreoni (1998) argues that such a fundraising strategy may be particularly effective when funds are being raised for projects that have fixed production costs. The reason is that when there are fixed costs of production simultaneous giving may result in both positive and zero provision equilibria. Thus absent announcements donors may get stuck in an equilibrium that fails to provide a desirable public project. Andreoni (1998) demonstrates that such inferior outcomes can be eliminated when the fundraiser initially secures a sufficiently large seed donation. We investigate this model experimentally to determine whether announcements of seed money eliminate the inefficiencies that may result under fixed costs and simultaneous provision. To assess the strength of the theory we examine the effect of announcements in both the presence and absence of fixed costs. Our findings are supportive of the theory for sufficiently high fixed costs.

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