study

Complementarity of Signals in Early-Stage Equity Investment Decisions: Evidence from a Randomized Field Experiment

Complementarity of Signals in Early-Stage Equity Investment Decisions: Evidence from a Randomized Field Experiment: This study employs a randomized field experiment to causally identify what type of signal is likely to complement another signal in the context of financing technology ventures. The study examines the effect of product certification by expert intermediaries, prominent customers, and social proof (that is, others’ interest in investing in a venture) on interest in investing. These three signals are primarily signals of a venture’s product, market, and investment characteristics, respectively. The study finds that signals of product certification and prominent customers, and product certification and social proof are complements. In particular, investors who were able to view the combined product certification and prominent customer signals have a 72% higher likelihood of indicating an interest in making an equity investment than those who did not receive any of the three signals. Similarly, investors who were able to view the combined product certification and social proof signals have a 65% higher likelihood of indicating an interest in investing. These results suggest that in the context of technology ventures, a signal about product characteristics is the key to unlocking the value of signals of market or investment characteristics. This paper was accepted by Gustavo Manso, finance. Evidenzgrad B, Risk of Bias unclear.

Quelle

Autor:innen: Sofia Bapna

Jahr: 2017

Journal/Quelle: Management Science

DOI: 10.1287/mnsc.2017.2833

APA-Quelle

Bapna, S. (2017). Complementarity of Signals in Early-Stage Equity Investment Decisions: Evidence from a Randomized Field Experiment. Management Science. https://doi.org/10.1287/mnsc.2017.2833

Zitationen laut Paper-Korpus: 221

Forschungsfrage / Summary

This study employs a randomized field experiment to causally identify what type of signal is likely to complement another signal in the context of financing technology ventures. The study examines the effect of product certification by expert intermediaries, prominent customers, and social proof (that is, others’ interest in investing in a venture) on interest in investing. These three signals are primarily signals of a venture’s product, market, and investment characteristics, respectively. The study finds that signals of product certification and prominent customers, and product certification and social proof are complements. In particular, investors who were able to view the combined product certification and prominent customer signals have a 72% higher likelihood of indicating an interest in making an equity investment than those who did not receive any of the three signals. Similarly, investors who were able to view the combined product certification and social proof signals have a 65% higher likelihood of indicating an interest in investing. These results suggest that in the context of technology ventures, a signal about product characteristics is the key to unlocking the value of signals of market or investment characteristics. This paper was accepted by Gustavo Manso, finance.

Methode und Evidenzqualität

Studientyp: Studie

Risk of Bias: unclear

Evidenzgrad: B

Key Findings

Evidence-Fill Queue: Findings werden aus Volltext, Abstract und Review-Notizen konsolidiert.

Effektgrößen / Outcomes

Evidence-Fill Queue: Effektgrößen und Outcomes werden aus Volltext-Extraktionen priorisiert.

Conversion-Implikationen

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Limitationen

Evidence-Fill Queue: Limitationen werden aus Risk-of-Bias-, Sample- und Methodikfeldern ergänzt.

Verknüpfte Konzepte

Unterstützte Claims

FAQ

Worum geht es in dieser Studie?

Complementarity of Signals in Early-Stage Equity Investment Decisions: Evidence from a Randomized Field Experiment: This study employs a randomized field experiment to causally identify what type of signal is likely to complement another signal in the context of financing technology ventures. The study examines the effect of product certification by expert intermediaries, prominent customers, and [social proof](/konzepte/social-proof/) (that is, others’ interest in investing in a venture) on interest in investing. These three signals are primarily signals of a venture’s product, market, and investment characteristics, respectively. The study finds that signals of product certification and prominent customers, and product certification and social proof are complements. In particular, investors who were able to view the combined product certification and prominent customer signals have a 72% higher likelihood of indicating an interest in making an equity investment than those who did not receive any of the three signals. Similarly, investors who were able to view the combined product certification and social proof signals have a 65% higher likelihood of indicating an interest in investing. These results suggest that in the context of technology ventures, a signal about product characteristics is the key to unlocking the value of signals of market or investment characteristics. This paper was accepted by Gustavo Manso, finance. Evidenzgrad B, Risk of Bias unclear.

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