Incentive Pay and Performance: Insider Econometrics in a Multiunit Firm

Working Paper: CEPR ID: DP9789

Authors: Hein Bogaard; Jan Svejnar

Abstract: We exploit organizational reforms in a foreign-owned bank in Central-East Europe to study the implementation of modern HRM policies in an emerging market context. We have branch-level data and use our knowledge of the process that led to the adoption of the reforms to implement two estimators that address endogeneity bias in a complementary fashion: an IV approach and Generalized Propensity Score estimation. Our results show that some of the reforms had a positive impact on productivity, but they also underscore the risks of quantity-based incentives where quality is important.

Keywords: banking; central and eastern europe; endogeneity of hrm policies; foreign ownership; incentives; insider econometrics

JEL Codes: F23; G21; M52


Causal Claims Network Graph

Edges that are evidenced by causal inference methods are in orange, and the rest are in light blue.


Causal Claims

CauseEffect
HRM reforms (E69)branch performance (L25)
high-powered individual incentives for sales staff (M52)average sales productivity of branch employees (L25)
ratio of sales staff to other support staff (M51)average sales productivity of branch employees (L25)
HRM policies (M51)productivity (O49)
HRM policies (M51)profitability (L21)
HRM policies (M51)product mix (M31)
HRM policies (M51)loan quality (G51)

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