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- January 2012
- Case
Taikang Insurance: Standing Out In China's Crowded Insurance Market
By: William C. Kirby and Tracy Yuen Manty
As a joint-stock insurance company in China, with both state-owned enterprises and foreign firms as investors, Taikang Insurance was becoming a force in the industry. It not only competed with well-entrenched state-owned rivals, but it was also seen as an... View Details
Kirby, William C., and Tracy Yuen Manty. "Taikang Insurance: Standing Out In China's Crowded Insurance Market." Harvard Business School Case 312-109, January 2012.
- April 2014
- Teaching Note
Taikang Insurance: Standing Out In China's Crowded Insurance Market
By: William C. Kirby and Erica M. Zendell
- Article
Do Government Subsidies to Nonprofits Crowd Out Donations or Donors?
By: Arthur C. Brooks
Brooks, Arthur C. "Do Government Subsidies to Nonprofits Crowd Out Donations or Donors?" Public Finance Review 31, no. 2 (March 2003): 166–179.
- April 2013
- Article
Using the Crowd as an Innovation Partner
By: Kevin J. Boudreau and Karim R. Lakhani
More and more organizations are turning to crowds for help in solving their most vexing innovation and research questions, but managers remain understandably cautious. It seems risky and even unnatural to push problems out to vast groups of strangers distributed around... View Details
Boudreau, Kevin J., and Karim R. Lakhani. "Using the Crowd as an Innovation Partner." Harvard Business Review 91, no. 4 (April 2013): 61–69.
- Article
Scaling Up Analogical Innovation with Crowds and AI
By: Aniket Kittur, Lisa Yu, Tom Hope, Joel Chan, Hila Lifshitz - Assaf, Karni Gilon, Felicia Ng, Robert Kraut and Dafna Shachaf
Analogy—the ability to find and apply deep structural patterns across domains—has been fundamental to human innovation in science and technology. Today there is a growing opportunity to accelerate innovation by moving analogy out of a single person’s mind and... View Details
Keywords: Innovation; Artificial Intelligence; Crowdsourcing; Analogy; Innovation and Invention; Technology; Science
Kittur, Aniket, Lisa Yu, Tom Hope, Joel Chan, Hila Lifshitz - Assaf, Karni Gilon, Felicia Ng, Robert Kraut, and Dafna Shachaf. "Scaling Up Analogical Innovation with Crowds and AI." Proceedings of the National Academy of Sciences 116, no. 6 (February 5, 2019): 1870–1877.
- 2025
- Working Paper
Better Keep the Twenty Dollars: Incentivizing Innovation in Open Source
By: Annamaria Conti, Vansh Gupta, Jorge Guzman and Maria P. Roche
Open source is key to innovation yet is assumed to be done largely through intrinsic motivation. How can we incentivize it? In this paper, we examine the impact of a program providing monetary incentives to motivate innovators to contribute to open source. The Sponsors... View Details
Keywords: Open Source; Innovation; Incentives; Financial Rewards; Crowding Out; Open Source Distribution; Innovation and Invention; Motivation and Incentives; Technology Industry
Conti, Annamaria, Vansh Gupta, Jorge Guzman, and Maria P. Roche. "Better Keep the Twenty Dollars: Incentivizing Innovation in Open Source." Harvard Business School Working Paper, No. 24-014, September 2023. (Revised January 2025. NBER Working Paper Series, No. 31668, September 2023)
- 19 Jun 2014
- Working Paper Summaries
Wisdom or Madness? Comparing Crowds with Expert Evaluation in Funding the Arts
Keywords: by Ethan R. Mollick & Ramana Nanda
- 31 Oct 2004
- What Do You Think?
Should the Wisdom of Crowds Influence Our Thinking About Leadership?
crowd…." As Dean Robb put it, "... the use of the term 'crowd' is inappropriate, because crowds generally fail the test of independence from each other's decisions." Others saw the findings strongly affirming the role... View Details
Keywords: by James Heskett
- 2023
- Article
Conduit Incentives: Eliciting Cooperation from Workers Outside of Managers' Control
By: Susanna Gallani
Can managers use monetary incentives to elicit cooperation from workers they cannot reward for their efforts? I study “conduit incentives,” an innovative incentive design, whereby managers influence bonus-ineligible workers’ effort by offering bonus-eligible employees... View Details
Keywords: Organizational Behavior Modification; Peer Monitoring; Persistence Of Performance Improvements; Crowding Out; Implicit Incentives; Compensation; Healthcare; Social Pressure; Image Motivation; Incentives; Motivation; Performance; Behavior; Motivation and Incentives; Compensation and Benefits; Governing Rules, Regulations, and Reforms; Organizational Culture; Health Industry; California
Gallani, Susanna. "Conduit Incentives: Eliciting Cooperation from Workers Outside of Managers' Control." Accounting Review 93, no. 3 (2023): 1–28.
- 20 Jul 2016
- Research & Ideas
Airplane Design Brings Out the Class Warfare in Us All
buckle up, and general rule-breaking, like smoking in the bathroom. Popular explanations for bad behavior include crowded conditions, long delays, and shrinking seats. The researchers also evaluated other possible rage-inducing factors,... View Details
- December 2020
- Article
The Employment Effects of Faster Payment: Evidence from the Federal Quickpay Reform
By: Jean-Noel Barrot and Ramana Nanda
We study the impact of Quickpay, a federal reform that indefinitely accelerated payments to small business contractors of the U.S. government. We find a strong direct effect of the reform on employment growth at the firm level. Importantly, however, we also... View Details
Keywords: Small Business; Employment; Business and Government Relations; Governing Rules, Regulations, and Reforms
Barrot, Jean-Noel, and Ramana Nanda. "The Employment Effects of Faster Payment: Evidence from the Federal Quickpay Reform." Journal of Finance 75, no. 6 (December 2020): 3139–3173.
- 21 Sep 2020
- Working Paper Summaries
The Targeting and Impact of Paycheck Protection Program Loans to Small Businesses
- Article
The Multidimensional Effects of a Small Gift:: Evidence from a Natural Field Experiment
By: Ellen Garbarino, Robert Slonim and Carmen Wang
Using a large natural field experiment, we demonstrate that a small unconditional gift (pen) more than doubled both small (survey) and large (blood donation) responses. We find no evidence that the opportunity for a small response crowded out the larger response;... View Details
Keywords: Reciprocity; Gift Exchange; Blood Donation; Charitable Behavior; Field Experiment; Behavior; Philanthropy and Charitable Giving
Garbarino, Ellen, Robert Slonim, and Carmen Wang. "The Multidimensional Effects of a Small Gift: Evidence from a Natural Field Experiment." Economics Letters 120, no. 1 (July 2013): 83–61.
- 2024
- Working Paper
The Crowdless Future? Generative AI and Creative Problem Solving
The rapid advances in generative artificial intelligence (AI) open up attractive opportunities for creative problem-solving through human-guided AI partnerships. To explore this potential, we initiated a crowdsourcing challenge focused on sustainable, circular economy... View Details
Keywords: Large Language Models; Crowdsourcing; Generative Ai; Creative Problem-solving; Organizational Search; AI-in-the-loop; Prompt Engineering; AI and Machine Learning; Innovation and Invention
Boussioux, Léonard, Jacqueline N. Lane, Miaomiao Zhang, Vladimir Jacimovic, and Karim R. Lakhani. "The Crowdless Future? Generative AI and Creative Problem Solving." Harvard Business School Working Paper, No. 24-005, July 2023. (Revised July 2024.)
- 16 Sep 2019
- Research & Ideas
Crowdsourcing Is Helping Hollywood Reduce the Risk of Movie-Making
started 14 years ago with an email from Franklin Leonard, a development executive in Leonardo DiCaprio’s production company, asking a select group of friends to let him know if they’d read any good scripts in the past year. He aggregated their suggestions, and sent the... View Details
- 2016
- Chapter
Innovation Experiments: Researching Technical Advance, Knowledge Production and the Design of Supporting Institutions
By: Kevin J. Boudreau and Karim R. Lakhani
This paper discusses several challenges in designing field experiments to better understand how organizational and institutional design shapes innovation outcomes and the production of knowledge. We proceed to describe the field experimental research program carried... View Details
Boudreau, Kevin J., and Karim R. Lakhani. "Innovation Experiments: Researching Technical Advance, Knowledge Production and the Design of Supporting Institutions." In Innovation Policy and the Economy, Volume 16, edited by William R. Kerr, Josh Lerner, and Scott Stern, 135–167. National Bureau of Economic Research, and University of Chicago Press, 2016.
- April 2020
- Case
Ment.io: Knowledge Analytics for Team Decision Making
By: Yael Grushka-Cockayne, Jeffrey T. Polzer, Susie L. Ma and Shlomi Pasternak
Ment.io was a software platform that used proprietary data analytics technology to help organizations make informed and transparent decisions based on team input. Ment was born out of founder Joab Rosenberg’s frustration that, while organizations collected ever... View Details
Keywords: Decision Making; Information Technology; Knowledge; Knowledge Acquisition; Knowledge Management; Operations; Information Management; Product; Product Development; Entrepreneurship; Business Startups; Communications Industry; Information Industry; Information Technology Industry; Web Services Industry; Middle East; Israel
Grushka-Cockayne, Yael, Jeffrey T. Polzer, Susie L. Ma, and Shlomi Pasternak. "Ment.io: Knowledge Analytics for Team Decision Making." Harvard Business School Case 420-078, April 2020.
- Article
Informal Family Insurance and the Design of the Welfare State
By: Rafael Di Tella and Robert MacCulloch
We study unemployment benefit provision when the family also provides social insurance. In the benchmark case, more generous State transfers crowd out family risk-sharing one-for-one. An extension gives the State an advantage in enforcing transfers through taxes... View Details
Di Tella, Rafael, and Robert MacCulloch. "Informal Family Insurance and the Design of the Welfare State." Economic Journal 112, no. 477 (February 2002): 481–503.
- 2010
- Chapter
The Impact of Employer Matching on Savings Plan Participation under Automatic Enrollment
By: John Beshears, James J. Choi, David Laibson and Brigitte C. Madrian
Existing research has documented the large impact that automatic enrollment has on savings plan participation. All the companies examined in these studies, however, have combined automatic enrollment with an employer match. This raises a question about how effective... View Details
Keywords: Motivation and Incentives; Consumer Behavior; Personal Finance; Investment Funds; Microeconomics; Compensation and Benefits
Beshears, John, James J. Choi, David Laibson, and Brigitte C. Madrian. "The Impact of Employer Matching on Savings Plan Participation under Automatic Enrollment." In Research Findings in the Economics of Aging, edited by David A. Wise, 311–327. Chicago: University of Chicago Press, 2010.
- February 2018
- Article
Financial Repression in the European Sovereign Debt Crisis
By: Bo Becker and Victoria Ivashina
By the end of 2013, the share of government debt held by the domestic banking sectors of Eurozone countries was more than twice its 2007 level. We show that this type of increasing reliance on the domestic banking sector for absorbing government bonds generates a... View Details
Keywords: Credit Cycles; Sovereign Debt; Financial Repression; Sovereign Finance; Borrowing and Debt; Credit; Europe
Becker, Bo, and Victoria Ivashina. "Financial Repression in the European Sovereign Debt Crisis." Review of Finance 22, no. 1 (February 2018): 83–115.