Venture Capital Contracting with Ambiguity Sharing and Effort Complementarity Effect

In this paper, we established a continuous-time agency model in which an ambiguity-averse venture capitalist (VC) employs an ambiguity-neutral entrepreneur (EN) to manage an innovative project. We analyzed the connection between ambiguity sharing and incentives under double moral hazard. Applying a...

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Main Authors: Jiajia Chang, Zhijun Hu, Hui Yang
Format: Article
Language:English
Published: MDPI AG 2020-01-01
Series:Mathematics
Subjects:
Online Access:https://www.mdpi.com/2227-7390/8/1/140
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author Jiajia Chang
Zhijun Hu
Hui Yang
author_facet Jiajia Chang
Zhijun Hu
Hui Yang
author_sort Jiajia Chang
collection DOAJ
description In this paper, we established a continuous-time agency model in which an ambiguity-averse venture capitalist (VC) employs an ambiguity-neutral entrepreneur (EN) to manage an innovative project. We analyzed the connection between ambiguity sharing and incentives under double moral hazard. Applying a stochastic dynamic programming approach, we solved the VC’s maximization problem and obtained the Hamilton−Jacobi−Bellman (HJB) equation under a special form of the value function. We showed that the optimal pay-performance sensitivity was a fixed point of a nonlinear equation. The model ambiguity on the probability measure induced a tradeoff between ambiguity sharing and the incentive compensation that improved the EN’s pay-performance sensitivity level. Besides, we simulated the model and showed that when two efforts were complementary, the VC’s effort did not monotonically decrease with respect to the pay-performance sensitivity, while the EN’s effort did not monotonically increase in the pay-performance sensitivity level. More importantly, we found that as efforts tended to be more complementary, the optimal pay-performance sensitivity tended to approach those that maximized the efforts exerted by the EN and the VC.
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spelling doaj.art-6f9f69dfd5c14e86accc7f1db0c98bbd2022-12-22T00:03:42ZengMDPI AGMathematics2227-73902020-01-018114010.3390/math8010140math8010140Venture Capital Contracting with Ambiguity Sharing and Effort Complementarity EffectJiajia Chang0Zhijun Hu1Hui Yang2School of Mathematics and Statistics, Guizhou University, Guiyang 550025, ChinaSchool of Mathematics and Statistics, Guizhou University, Guiyang 550025, ChinaSchool of Mathematics and Statistics, Guizhou University, Guiyang 550025, ChinaIn this paper, we established a continuous-time agency model in which an ambiguity-averse venture capitalist (VC) employs an ambiguity-neutral entrepreneur (EN) to manage an innovative project. We analyzed the connection between ambiguity sharing and incentives under double moral hazard. Applying a stochastic dynamic programming approach, we solved the VC’s maximization problem and obtained the Hamilton−Jacobi−Bellman (HJB) equation under a special form of the value function. We showed that the optimal pay-performance sensitivity was a fixed point of a nonlinear equation. The model ambiguity on the probability measure induced a tradeoff between ambiguity sharing and the incentive compensation that improved the EN’s pay-performance sensitivity level. Besides, we simulated the model and showed that when two efforts were complementary, the VC’s effort did not monotonically decrease with respect to the pay-performance sensitivity, while the EN’s effort did not monotonically increase in the pay-performance sensitivity level. More importantly, we found that as efforts tended to be more complementary, the optimal pay-performance sensitivity tended to approach those that maximized the efforts exerted by the EN and the VC.https://www.mdpi.com/2227-7390/8/1/140venture capitalistambiguity sharingeffort complementaritypay-performance sensitivityrelative performance evaluation
spellingShingle Jiajia Chang
Zhijun Hu
Hui Yang
Venture Capital Contracting with Ambiguity Sharing and Effort Complementarity Effect
Mathematics
venture capitalist
ambiguity sharing
effort complementarity
pay-performance sensitivity
relative performance evaluation
title Venture Capital Contracting with Ambiguity Sharing and Effort Complementarity Effect
title_full Venture Capital Contracting with Ambiguity Sharing and Effort Complementarity Effect
title_fullStr Venture Capital Contracting with Ambiguity Sharing and Effort Complementarity Effect
title_full_unstemmed Venture Capital Contracting with Ambiguity Sharing and Effort Complementarity Effect
title_short Venture Capital Contracting with Ambiguity Sharing and Effort Complementarity Effect
title_sort venture capital contracting with ambiguity sharing and effort complementarity effect
topic venture capitalist
ambiguity sharing
effort complementarity
pay-performance sensitivity
relative performance evaluation
url https://www.mdpi.com/2227-7390/8/1/140
work_keys_str_mv AT jiajiachang venturecapitalcontractingwithambiguitysharingandeffortcomplementarityeffect
AT zhijunhu venturecapitalcontractingwithambiguitysharingandeffortcomplementarityeffect
AT huiyang venturecapitalcontractingwithambiguitysharingandeffortcomplementarityeffect