IGL Trials Database

IGL curates a database with randomised controlled trials in the field of innovation, entrepreneurship and growth. Browse our list of topics, see it as a map, or use the search function below.

2020

This paper discusses implementing a lab-in-the-field experiment with 334 Turkish loan officers to test for the presence, and learn about the mechanisms, of gender discrimination in small business lending.

2020
Gray, G., Guinan, E., Lakhani, K., Lane, J., Menietti, M., Ranu, H., Teplitskiy, M.

This paper investigates the role of information sharing among experts as the driver of evaluation decisions.

2020
Camuffo, A., Gambardella, A., Spina, C.

Identifying the most promising business ideas is key to the introduction of novel firms, but predicting their success can be difficult. It is argued that if entrepreneurs adopt a scientific approach by formulating problems clearly, developing theories about the implications of their actions, and testing these theories, they make better decisions.

2020
Cai, J., Wang, S.Y.

In this paper, a randomised experiment measures the effects of workers at an automobile manufacturing firm evaluating their managers on worker and firm outcomes.

2020
Landon, T., Yu, S., Bapna, S., Aiginger-Evangelisti, P., Hochreiter, H.

The main objective of this project is to test the effects of feedback with and without relative ranking scores on SMEs and first-time applicants performance in the funding program “General Programme” of the FFG, and business performance after the program. The feedback for each firm will be based on evaluations scores of the respective funding proposal from project evaluators in the FFG. The participants in the RCT are all Start-ups, SMEs, and large companies who are first-time applicants accepted into the funding program in the timespan of a year.

2020
Aker, J., Blumenstock, J., Dillon, B.

A randomized control trial in central Tanzania, centered on the production and distribution of a ”Yellow Pages” phone directory with contact information for local enterprises.

2020
Coville, A., Osman, A., Piza, C.

The study is an impact evaluation of a training program that induced SMEs to adopt broadband connections, establish presence on online retail and potentially export their goods or services.

2020
Higuchi, Y., Mhede, E. P., Nam, V. H., Sonobe, T.

This paper investigates the impact of management training programs on garment clusters in Vietnam and Tanzania.

2020
Landon, T., Hochreiter, H., Aiginger-Evangelisti, P., Lebisch, C., Ganglmayer, K.

Many Start Ups and Small & Medium Enterprises (SME) have an immature methodological approach to innovation and half of them present a clear deficit in innovation know-how, pointing towards a need for extra support. The efficacy of two approaches to building knowledge and increasing awareness of non-technical innovation among Start Ups and Small and Medium Enterprises (SME) will be tested.

2020
E. Davies., Iacovone, L., McKenzie, D.

This study investigates the extent to which training can be remotely taught to small groups via Zoom sessions, with a sample of female microenterprise owners recruited from throughout Mexico and Guatemala.

2020
Dell'Acqua, F., Kogut, B., Perkowski, P.

This article studies the effects of the adoption of artificial intelligence on teams and their performance and coordination in a laboratory experiment. We posit that automation decreases organizational performance, interferes with team member coordination, and leads to behavioral changes in human co-workers. We randomize the introduction of automated players and new hires into "laboratory firms" (Weber and Camerer, 2003) who must coordinate in teams playing a game on the Nintendo Switch console.

2020
Boudreau, K., Kaushik, N.

This paper reports on a large platform-based field experiment in which 97,696 U.S. university-educated individuals were given the opportunity to join a tech-related product development activity.

2020
Kim, H.

This paper asks to what extent firms are aware of readily available information on key competitor decisions, and how this information impacts firms’ strategic choices.

2020
Bapna, S., Ganco, M.

While prior research shows a significant gender gap in traditional equity financing, with mostly male investors who prefer male founders, emerging evidence indicates that gender gaps in funding may not translate to rewards-based crowdfunding, where female entrepreneurs may have an advantage, particularly with female investors. We seek to examine founder gender preferences in the context of equity crowdfunding, which represents a direct counterpart to traditional equity financing and which is a “higher-stakes” context than rewards-based crowdfunding.

2020
Kim, H., Spina, C.

In this study, we empirically examine the effect of sharing information with close or distant competitors as part of an incubation program. There is recent evidence of substantial heterogeneity in acceleration programs, with qualitative research highlighting that the main benefit for participants to these programs is the increased exposure to information and the feedback they obtain. Such exposure helps balance the bounded rationality of founders.

2020
Hasan, S., Koning, R.

This paper evaluates the effect of joint tasks on the creation of network ties with data from a novel field experiment with 112 aspiring entrepreneurs.

2020
Bloom, N., Mahajan, A., McKenzie, D., Roberts, J.

Indian weaving firms are visited again nine years after a randomized experiment that changed their management practices.

2020
Acimovic, J., Balasubramanian, K., Drake, D., Parker, C.

This trial investigates the best way to help agents perform better, as firms providing products and services to low income Base of the Pyramid (BOP) customers are increasingly utilizing independent contractor agents rather than employees in their distribution models.

2020
Gertler, P., Higgins, S., Malmendier, U., Ojeda, W.

This paper tests the role of three behavioral biases: present bias, limited memory, and overconfidence about memory.

2019
Algan, Y., Crépon, B., Glover, D.

This paper analyses the impact of a large scale randomized experiment that targets firm labor demand by supporting its recruitment practices.

2019
Giones, F.

The engagement with industry actors is a key element in the transition towards an entrepreneurial university model. The purpose of this paper is to explore the university–industry collaboration (UIC) drivers from the industry side. It analyses how, and to what extent, policy interventions could increase the engagement of industry actors in UICs.

2019
Bertrand, M., Crépon, B.

We assess whether imperfect knowledge of labor regulation hinders job creation at small and medium-sized firms. We partner with a labor law expert in South Africa that provides information to local firms about major topics regarding labor regulation via newsletters and access to a specialized website. We randomly assign 1800 firms to receive free access to this information service for a 21-week period. Three-quarters of the firms offered the service took it up.

2019
Higuchi, Y., Mhede, E., Sonobe, T.

Unlike many other studies, this trial is an impact assessment of training programs that covered quality control and production management as the training topics in addition to entrepreneurship, marketing, and record keeping.

2019
De Mel, S., McKenzie, D., Woodruff, C.

This paper discusses the development of a model contract to make self-liquidating, quasi-equity investments in microenterprises.

2019
Abebe, G., Fafchamps, M., Koelle, M., and S. Quinn.

What is the effect of exposing motivated youth to firm management in practice? To answer this question, we place young professionals for one month in established firms to shadow middle managers. Using random assignment into program participation, we find positive average effects on wage employment, but no average effect on the likelihood of self-employment. Within the treatment group, we match individuals and firms in batches using a deferred-acceptance algorithm. We show how this allows us to identify heterogeneous treatment effects by firm and intern.

2019
Buehren, N., Frese, M., Goldstein, M.

This study conducted two randomized controlled trials to evaluate the effect of mindset-oriented business trainings on the performance of women-owned micro and small enterprises in Ethiopia.

2019
Minni, V., Bandiera, O., Ashraf, N.

Differences in productivity may be driven by heterogeneity in skills but also the extent to which individuals are motivated to do their job over and above financial compensation. The proposed research will unpack the sources of intrinsic motivation and test whether these can be leveraged to increase productivity. To do so we will run a cross-country field experiment in collaboration with a multinational company that offers one-day workshops that guide employees on how to connect their individual purpose with their work.

2019
Bjorvatn, K., Cappelem, A., Helgesson Sekei, L., Ø. Sørensen, E., Tungodden, B.

This field experiment involved more than 2,000 secondary school students, where the treatment group was incentivised to watch an edutainment show.

2019
Gornall, W., and I. A. Strebulaev

We study gender and race in high-impact entrepreneurship within a tightly controlled random field experiment. We sent out 80,000 pitch emails introducing promising but fictitious start-ups to 28,000 venture capitalists and business angels. Each email was sent by a fictitious entrepreneur with a randomly selected gender (male or female) and race (Asian or White). Female entrepreneurs received an 8% higher rate of interested replies than male entrepreneurs pitching identical projects. Asian entrepreneurs received a 6% higher rate than White entrepreneurs.

2019
Tobro, T., Ulltveit-Moe, K., H., Moxnes, A.

This study is a randomized controlled trial (RCT) on the effects of mentoring on SMEs in Norway. We aim to get a better understanding of firm development and dynamics in the presence of public interventions. Does mentoring affect firm performance and firm-survival? Does it matter what type of state aid a firm is granted; mentoring versus the financial equivalent of the service? 

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