Prague Economic Papers 2020, 29(4):381-402 | DOI: 10.18267/j.pep.734
Single Stimuli, Multiple Responses: Performance Feedback and Firms’ R&D Changes
- a Masaryk University, Faculty of Economics and Administration, Brno, Czech Republic
The behavioral theory of the firm assumes that firms react on performance feedback by increasing their search for alternative courses of action. However, the empirical literature is full of contradictory findings. This paper puts forward the idea that at least part of these contradictions can be explained if we can identify groups of firms behaving differently from firms in other groups and theoretical propositions. The paper uses exploratory analysis of US and German industrial firms and changes in R&D expense as their response to financial performance feedback. The cluster analysis of behavioural patterns of these firms results in identifying several behaviourally distinctive groups. The findings support the idea that contradictions in previous studies may partially stem from having a different mix of heterogeneously behaving firms. Also, they point to the proposition that for further understanding of responses to performance feedback, these groups of firms should be analysed separately.
Keywords: Behavioral theory of the firm, performance feedback, R&D expense, ROA, US industrial firms
JEL classification: D22, D91, O32
Received: July 25, 2018; Accepted: June 7, 2019; Prepublished online: March 13, 2020; Published: August 31, 2020 Show citation
References
- Alessandri, T. M., Pattit, J. M. (2014). Drivers of R&D Investment: The Interaction of Behavioral Theory and Managerial Incentives. Journal of Business Research, 67(2), 151-158, https://doi.org/10.1016/j.jbusres.2012.11.001
Go to original source...
- Bromiley, P., Harris, J. D. (2014). A Comparison of Alternative Measures of Organizational Aspirations. Strategic Management Journal, 35(3), 338-357, https://doi.org/10.1002/smj.2191
Go to original source...
- Bromiley, P., Rau, D., Zhang, Y. (2017). Is R&D Risky? Strategic Management Journal, 38(4), 876-891, https://doi.org/10.1002/smj.2520
Go to original source...
- Bromiley, P., Washburn, M. (2011). Cost Reduction vs Innovative Search in R&D. Journal of Strategy and Management, 4(3), 196-214, https://doi.org/10.1108/17554251111152243
Go to original source...
- Chen, W.-R. (2008). Determinants of Firms' Backward- and Forward-Looking R&D Search Behavior. Organization Science, 19(4), 609-622, https://doi.org/10.1287/orsc.1070.0320
Go to original source...
- Chen, W.-R., Miller, K. D. (2007). Situational and Institutional Determinants of Firms' R&D Search Intensity. Strategic Management Journal, 28(4), 369-381, https://doi.org/10.1002/smj.594
Go to original source...
- Clatworthy, J., Buick, D., Hankins, M., Weinman, J., Horne, R. (2005). The Use and Reporting of Cluster Analysis in Health Psychology: A Review. British Journal of Health Psychology, 10(3), 329-358, https://doi.org/10.1348/135910705x25697
Go to original source...
- Cyert, R. M., March, J. G. (1963). A Behavioral Theory of the Firm. Upper Saddle River: Prentice Hall/Pearson Education.
- Greve, H. R. (2003a). Organizational Learning from Performance Feedback : A Behavioral Perspective on Innovation and Change. Cambridge: Cambridge University Press. ISBN 0 521 81831 1.
Go to original source...
- Greve, H. R. (2003b). A Behavioral Theory of R&D Expenditures and Innovations: Evidence from Shipbuilding. Academy of Management Journal, 46(6), 685-702, https://doi.org/10.2307/30040661
Go to original source...
- Iyer, D. N., Miller, K. D. (2008). Performance Feedback, Slack, and the Timing of Acquisitions. Academy of Management Journal, 51(4), 808-822, https://doi.org/10.5465/amj.2008.33666024
Go to original source...
- Jirásek, M. (2017). R&D Investment Behavior of US Pharmaceutical Firms. International Journal of Innovation Science, 9(2), 205-219, https://doi.org/10.1108/ijis-08-2016-0030
Go to original source...
- Lucas, G. J. M., Knoben, J., Meeus, M. T. H. (2018). Contradictory yet Coherent? Inconsistency in Performance Feedback and R&D Investment Change. Journal of Management, 44(2), 658-681, https://doi.org/10.1177/0149206315584821
Go to original source...
- O'Brien, J. P., David, P. (2014). Reciprocity and R&D Search: Applying the Behavioral Theory of the Firm to a Communitarian Context. Strategic Management Journal, 35(4), 550-565, https://doi.org/10.1002/smj.2105
Go to original source...
- Posen, H., Keil, T., Kim, S., Meissner, F. (2018). Renewing Research on Problemistic Search - A Review and Research Agenda. Academy of Management Annals, 12(1), 208-251, https://doi.org/10.5465/annals.2016.0018
Go to original source...
- Ref, O., Shapira, Z. (2017). Entering New Markets: The Effect of Performance Feedback near Aspiration and Well Below and above it. Strategic Management Journal, 38(7), 1416-1434, https://doi.org/10.1002/smj.2561
Go to original source...
- Simon, H. A. (1955). A Behavioral Model of Rational Choice. Quarterly Journal of Economics, 69(1), 99-118, https://doi.org/10.2307/1884852
Go to original source...
- Vissa, B., Greve, H. R., Chen, W.-R. (2010). Business Group Affiliation and Firm Search Behavior in India: Responsiveness and Focus of Attention. Organization Science, 21(3), 696-712, https://doi.org/10.1287/orsc.1090.0475
Go to original source...
- Wiseman, R. M., Bromiley, P. (1996). Toward a Model of Risk in Declining Organizations: An Empirical Examination of Risk, Performance and Decline. Organization Science, 7(5), 524-543, https://doi.org/10.1287/orsc.7.5.524
Go to original source...
This is an open access article distributed under the terms of the Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International License (CC BY NC ND 4.0), which permits non-comercial use, distribution, and reproduction in any medium, provided the original publication is properly cited. No use, distribution or reproduction is permitted which does not comply with these terms.