Performance feedback and problemistic search: The moderating effects of managerial and board outsiderness
Introduction
The behavioral theory of the firm (Cyert & March, 1963) suggests that a firm's response to performance feedback is a key mechanism of organizational change and adaptation (Levinthal & March, 1981). Since organizational search was first theorized as a response to performance evaluations, the literature has developed the idea of “problemistic search” (Cyert & March, 1963): decision makers engage in various forms of organizational search, such as strategic change, technological search, and risk taking, when problems emerge from below-aspiration firm performance (e.g., Alessandri & Pattit, 2014; Chen & Miller, 2007; Greve, 1998, Greve, 2003a, Greve, 2003b; Makarevich, 2018; Vissa, Greve, & Chen, 2010). Recent research has begun to further elaborate on this theoretical mechanism by studying its moderating factors, including firm size (Audia & Greve, 2006; Greve, 2011), organizational form (Vissa et al., 2010), internal governance (Gaba & Joseph, 2013; Sengul & Obloj, 2017), macroeconomic growth (Deephouse & Wiseman, 2000) and cross-country institutional differences (O'Brien & David, 2014). Despite these efforts to examine organizational and environmental factors, however, we still have a limited understanding of the heterogeneity in decision-making, whereby decision makers' experience can affect their allocation of attention to performance feedback.
Given that the behavioral thesis is built on mental constructs such as bounded rationality and cognitive myopia (Cyert & March, 1963; Levinthal & March, 1993), it is surprising that the performance feedback research has understudied the attention processing of decision makers (Ocasio, 1997). While most previous studies conceptualize performance feedback as a motivational driver for change (e.g., Audia & Greve, 2006), it overlooks the fact that performance feedback is itself a stimulus or a signal that requires focused attention by decision makers to function as a driver of change. Extant research has assumed that cognitive limitation is a propensity of decision makers rather than exploring how specific features of decision makers' experience can shape their cognitive and behavioral orientations, which in turn can affect how they allocate their attention to performance feedback.
To address this research gap, we investigate how decision makers' experience can affect their attention allocation in response to underperformance in the context of the R&D investment of manufacturing firms. We focus on R&D investment as an important form of organizational search, as this investment involves an irreversible and risky but potentially profitable search to improve product development and innovation capability (Kor, 2006). Because the R&D investment of manufacturing firms has been widely investigated in the extant literature on performance feedback (Chen, 2008; Chen & Miller, 2007; Greve, 2003b; Vissa et al., 2010), our examination of R&D investment allows comparability with previous research. In this study of the R&D investment of manufacturing firms, we propose a particular mechanism in which decision makers' attention to performance varies with the origin of their experience, i.e., the extent to which their experience comes from outside firm boundaries. The outside experience of decision makers has been the subject of theoretical interest in upper echelons research (see the review by Finkelstein, Hambrick, & Cannella Jr., 2009). Outside experience, as opposed to internally accumulated experience, connects decision makers cognitively and behaviorally to external entities beyond the focal firm, playing an important role in shifting decision makers' attention processing. By linking performance feedback to the upper echelons literature (Cho & Hambrick, 2006; Finkelstein et al., 2009; Hambrick & Mason, 1984; Zhang & Greve, 2018), we propose that the origin of decision makers' experience is an important source of variation in organizational attention processing.
In doing so, we examine two key decision-making groups: the management team, which comprises strategic formulators/implementers, and the board of directors, which is a monitoring/governing body. While the performance feedback literature rarely differentiates among decision-making groups and often assumes that executives are key decision makers, the corporate board is also a crucial intervening force, especially in the context of poor performance. Given formal authority to approve major initiatives, to evaluate managerial performance, and to control managerial compensation, the board of directors plays a crucial role in management monitoring (Fama & Jensen, 1983; Finkelstein & Hambrick, 1996; Mizruchi, 1983) and exerts a significant effect on the firm's strategic choices (Forbes & Milliken, 1999; Westphal, 1999; Westphal & Fredrickson, 2001). Thus, it is important to investigate the roles of both the management team and the board in the performance feedback process and to explore their interaction in the decision-making process (Desai, 2016; Kor, 2006; Tuggle, Sirmon, Reutzel, & Bierman, 2010). In this study, we examine how the management team can jointly interact with board monitoring in directing organizational attention allocation to performance shortfalls.
We test our theory using data from a set of statutory audited firms in the Korean manufacturing sector from 1992 to 2005. Korean firms used to develop internal labor markets by practicing lifetime employment and operating as a somewhat closed system in which manager sourcing was dominated by internal promotions (Kye, 2008). However, since the 1990s, there has been increasing movement of managers across firms, leading to significant variation in the managerial experience of insiders versus outsiders (Shin & Im, 2011). Furthermore, modern corporate governance practices, including the appointment of outside directors to the board, have been diffused and adopted in this period. In this empirical Korean context, we examine how the outsiderness of key decision-making groups, i.e., the management team and the board of directors, may influence the relationship between performance feedback and R&D investment. By doing so, we aim to advance the performance feedback theory by elaborating on how decision makers' attention processing is shaped by their experience (Greve, 1998, Greve, 2003a; Zhang & Greve, 2018) and to extend previous research linking management and board characteristics with strategic outcomes (Goodstein & Boeker, 1991; Jensen & Zajac, 2004; Tushman & Romanelli, 1985).
Section snippets
Performance feedback and problemistic search
Organizational decision makers search for alternative ways of increasing value to the firm, such as by pursuing new product development or process innovation (Cyert & March, 1963; March & Simon, 1958). As a means to position themselves favorably in the performance landscape, organizations engage in search by acquiring new knowledge and information on technologies and markets and by developing new products that can be used as solutions for performance enhancement (Levinthal, 1997). In this
Data and sample
The empirical setting for this study was a large set of Korean firms in the manufacturing sector during the period between 1992 and 2005. We used two databases developed by the Korea Information Service (KIS), a leading credit rating agency in Korea that offers one of the most comprehensive and reliable datasets of Korean firms (e.g., Chang & Hong, 2000; Siegel, 2007). We collected corporate financial data from the KIS VALUE database and gathered information on executive and board member
Results
Table 2 reports the GEE model results for R&D search intensity. The final sample includes 9566 firm-year observations. Model 1 reports the main effects of the explanatory variables on R&D search intensity. Regarding the control variables, firm age shows a significant negative effect on R&D search intensity. Among various slack variables, unabsorbed slack had a significant and positive effect. Given that financial (unabsorbed) resources are the most liquid form of slack, the manufacturing firms
Discussion & conclusion
The performance feedback literature (Greve, 1998, Greve, 2003a) and, more broadly, the behavioral theory of the firm (Cyert & March, 1963) provide influential theory on organizational search. Following this tradition, many studies have found support that organizational decisions related to search are influenced by the evaluation of performance relative to the organizational aspiration level. In this regard, Greve (2003a: p. 76) notes that performance feedback functions as a “master switch” for
Acknowledgements
The authors thank Henrich R. Greve and Ji-hyun Kim for constructive and critical comments on the manuscript. We also thank Sea-Jin Chang for allowing us to access the data used in this study. This work was supported by the Ministry of Education of the Republic of Korea and the National Research Foundation of Korea (NRF-2017S1A5A2A01025232) to Mooweon Rhee and the UNIST Research Fund (1.140069.01), Management of Technology Fund (2.170190.01) to Young-Choon Kim. These funding sources had no
Jaeho Choi is a doctoral student in management at the Wharton School, University of Pennsylvania. His current research interests center around organizational learning and adaptation and behavioral perspectives of strategy. He explores the topics through both computational modeling and empirical analyses.
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Cited by (0)
Jaeho Choi is a doctoral student in management at the Wharton School, University of Pennsylvania. His current research interests center around organizational learning and adaptation and behavioral perspectives of strategy. He explores the topics through both computational modeling and empirical analyses.
Mooweon Rhee is Underwood Distinguished Professor, Hyundai Motors and YSB Research Chair Professor, and Professor of Management at the School of Business of Yonsei University, Korea. His research interests center on organizational learning, corporate reputation, social networks, and Asia-based theories of organizations. His publications have appeared in Management Science, Organization Science, Academy of Management Journal, Academy of Management Review, Journal of Management, Journal of Management Studies, Research Policy, Harvard Business Review, and other premier journals. He received his Ph.D. from Stanford University Graduate School of Business.
Young-Choon Kim is an associate professor at the School of Business Administration, UNIST (Ulsan National Institute of Science and Technology), Korea. Before joining UNIST in 2014, he was an assistant professor at NUS Business School at National University of Singapore. His research interests reside in the intersection of economic sociology and institutionalism in organization studies, centering on interorganizational and interpersonal relations and learning in the contexts of corporate and entrepreneurial settings. His publications have appeared in Management Science, Journal of International Business Studies, Journal of Management Studies, Research Policy and others. He received his Ph.D. from Stanford University.