Skip to main content

Advertisement

Log in

Corporate Reputation Measurement: Alternative Factor Structures, Nomological Validity, and Organizational Outcomes

  • Published:
Journal of Business Ethics Aims and scope Submit manuscript

An Erratum to this article was published on 26 August 2014

Abstract

Management scholars have paid close attention to the construct of organizational or corporate reputation (CR), particularly in the applied business ethics and corporate social responsibility (CSR) fields. Extant research demonstrates that CR is one of the key mediators between CSR and important organizational outcomes, which ultimately improve organizational performance. Yet, hitherto the research focused on CR construct has been plagued by multiple definitions, conflicting conceptualizations, and unclear operationalizations. The purpose of this article is to provide theoretical ground for positioning of CR as an assessment construct that is modeled as a second-order factor affecting individual first-order dimensions (having a reflective nature), and to provide methodological and empirical support toward such conceptualization. We assert that intangible, socially complex, and causally ambiguous CR (latent construct) can be accurately estimated through its individual measurable dimensions. Using survey data from Peru, we empirically test the hypothesized second-order reflective model within a hierarchy of nested and non-nested models, and compare its model fit and predictive power (nomological validity) with alternative conceptualizations. Modeling CR as a second-order reflective construct relies on a set of theoretical propositions and yields several methodological advantages, including strong conceptual interpretability and parsimony when tested within a nomological context. We explicitly demonstrate positive organizational outcomes of CR: customer trust, corporate identification, in-role behavior, and extra-role behavior. Then, we demonstrate that the shorter scales of CR can be used as a good proxy for the full construct measure. The paper concludes by highlighting theoretical insights, and methodological and managerial implications of the findings.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Fig. 1
Fig. 2
Fig. 3

Similar content being viewed by others

Notes

  1. The opposite conceptualization is formative model—see Model 4 in Fig. 1, discussed later in this paper.

  2. For a more technical discussion of the second-order reflective construct, see Model 2 in “Analysis and Results” section of this paper, and M2 in Fig. 1.

  3. Although we a priori conceptualize CR as a second-order construct, which makes first-order operationalization of CR a sort of a “straw man argument,” we follow the established methodology for testing second-order constructs (Rindskopf and Rose 1988). Within this methodology, the one-factor model (M3) must be tested within the hierarchy of nested models.

  4. As a result, formative models are context-dependent and the construct’s empirical realization may diverge from its conceptual meaning, leading to what scholars call “interpretational confounding’. For technical details of the issue, refer to Howell et al. (2007) and Wilcox et al. (2008).

References

  • Albert, S., & Whetton, D. A. (1985). Organizational identity. In L. L. Cummings & B. M. Staw (Eds.), Research in organizational behavior. Greenwich: JAI Press Inc.

    Google Scholar 

  • Bagozzi, R. P. (2011). Measurement and meaning in information systems and organizational research: Methodological and philosophical foundations. MIS Quarterly, 35(2), 261–292.

    Google Scholar 

  • Bagozzi, R. P., & Yi, Y. (1988). On the evaluation of structural equation models. Journal of the Academy of Marketing Science, 16, 74–94.

    Article  Google Scholar 

  • Barnett, M. L., Jermier, J. M., & Lafferty, B. A. (2006). Corporate reputation: The definitional landscape. Corporate Reputation Review, 9(1), 26–38.

    Article  Google Scholar 

  • Barney, J. B. (1991). Firm resources and sustained competitive advantage. Journal of Management, 17(1), 99–120.

    Article  Google Scholar 

  • Bear, S., Rahman, N., & Post, C. (2010). The impact of board diversity and gender composition on corporate social responsibility and firm reputation. Journal of Business Ethics, 97(2), 207–221.

    Article  Google Scholar 

  • Berens, G., & van Riel, C. (2004). Corporate associations in the academic literature: Three main streams of thought in the reputation measurement literature. Corporate Reputation Review, 7(2), 161–178.

    Article  Google Scholar 

  • Bergami, M., & Bagozzi, R. P. (2000). Self-categorization, affective commitment and group self-esteem as distinct aspects of social identity in the organization. British Journal of Social Psychology, 39(4), 555–577.

    Article  Google Scholar 

  • Bettman, J. R., & Sujan, M. (1987). Effects of framing on evaluation of comparable and non-comparable alternatives by expert and novice consumers. Journal of Consumer Research, 14(2), 141–154.

    Article  Google Scholar 

  • Bollen, K. A. (2002). Latent variables in psychology and the social sciences. Annual Review of Psychology, 53, 605–634.

    Article  Google Scholar 

  • Bollen, K. A., & Lennox, R. (1991). Conventional wisdom on measurement: A structural equation perspective. Psychological Bulletin, 110(2), 305–314.

    Article  Google Scholar 

  • Borsboom, D., Mellenbergh, G. J., & van Heerden, J. (2003). The theoretical status of latent variables. Psychological Review, 110(2), 203–219.

    Article  Google Scholar 

  • Boyd, B. K., Bergh, D. D., & Ketchen, D. J., Jr. (2010). Reconsidering the reputation–performance relationship: A resource-based view. Journal of Management, 36(3), 588–609.

    Article  Google Scholar 

  • Brammer, S., & Millington, A. (2005). Corporate reputation and philanthropy: An empirical analysis. Journal of Business Ethics, 61(1), 29–44.

    Article  Google Scholar 

  • Brickson, S. L. (2005). Organizational identity orientation: Forging a link between organizational identity and organizations’ relations with stakeholders. Administrative Science Quarterly, 50(4), 576–609.

    Google Scholar 

  • Brickson, S. L. (2007). Organizational identity orientation: The genesis of the role of the firm and distinct forms of social value. Academy of Management Review, 32(3), 864–888.

    Article  Google Scholar 

  • Cohen, J. B., & Areni, C. S. (1991). Affect and consumer behavior. In T. S. Robertson & H. S. Kassarjian (Eds.), Hand book of consumer behavior (pp. 188–240). Englewood Cliffs, NJ: Prentice-Hall.

    Google Scholar 

  • Coldwell, D. A. L., Joosub, T., & Papageorgiou, E. (2012). Responsible leadership in organizational crises: an analysis of the effects of public perceptions of selected SA business organizations’ reputations. Journal of Business Ethics, 109(2), 133–144.

    Article  Google Scholar 

  • Dabholkar, P. A. (1994). Incorporating choice into an attitudinal framework: analyzing models of mental comparison processes. Journal of Consumer Research, 21(1), 100–118.

    Article  Google Scholar 

  • de Castro, G. M., López, J. E. N., & Sáez, P. L. (2006). Business and social reputation: Exploring the concept and main dimensions of corporate reputation. Journal of Business Ethics, 63(4), 361–370.

    Article  Google Scholar 

  • Deephouse, D. L., & Carter, S. M. (2005). An examination of differences between organizational legitimacy and organizational reputation. Journal of Management Studies, 42, 329–360.

    Article  Google Scholar 

  • Diamantopoulos, A., Riefler, P., & Roth, K. P. (2008). Advancing formative measurement models. Journal of Business Research, 61(12), 1203–1218.

    Article  Google Scholar 

  • Diamantopoulos, A., & Winklhofer, H. M. (2001). Index construction with formative indicators: An alternative to scale development. Journal of Marketing Research, 38(2), 269–277.

    Article  Google Scholar 

  • Edwards, J. R., & Bagozzi, R. P. (2000). On the nature and direction of relationships between constructs and measures. Psychological Methods, 5(2), 155–174.

    Article  Google Scholar 

  • Feldman, J. M., & Lynch, J. G., Jr. (1988). Self-generated validity and other effects of measurement on belief, attitude, intention, and behavior. Journal of Applied Psychology, 73(3), 421–435.

    Article  Google Scholar 

  • Fischer, E., & Reuber, R. (2007). The good, the bad, and the unfamiliar: The challenges of reputation formation facing new firms. Entrepreneurship Theory and Practice, 31, 53–75.

    Article  Google Scholar 

  • Fiske, S. T., & Pavelchak, M. A. (1986). Category-based versus piecemeal-based affective responses: Developments in schema-triggered affect. In R. M. Sorrentino & T. E. Higgins (Eds.), Handbook of motivation and cognition. New York: Guilford Press.

    Google Scholar 

  • Fombrun, C. J. (1996). Reputation: Realizing value from the corporate image. Cambridge, MA: Harvard Business Press.

    Google Scholar 

  • Fombrun, C. J. (2001). Corporate reputations as economic assets. In M. A. Hitt, R. E. Freeman, & J. S. Harrison (Eds.), The Blackwell handbook of strategic management. Oxford: Blackwell Publishers.

    Google Scholar 

  • Fombrun, C. J., Gardberg, N. A., & Sever, J. W. (2000). The reputation quotient: A multi-stakeholder measure of corporate reputation. The Journal of Brand Management, 7(4), 241–255.

    Article  Google Scholar 

  • Fombrun, C. J., & Rindova, V. (1996). Who’s tops and who decides? The social construction of corporate reputation. New York University, Stern School of Business, Working Paper.

  • Fombrun, C. J., & Shanley, M. (1990). What’s in a name: Reputation-building and corporate strategy. Academy of Management Journal, 33(2), 233–258.

    Article  Google Scholar 

  • Fombrun, C. J., & van Riel, C. B. M. (1997). The reputational landscape. Corporate Reputation Review, 1(1/2), 5–13.

    Article  Google Scholar 

  • Fombrun, C. J., & van Riel, C. B. M. (2004). Fame & fortune: How successful companies build winning reputations. Upper Saddle River, NJ: Financial Times Prentice-Hall.

    Google Scholar 

  • Fornell, C., & Larcker, D. F. (1981). Evaluating structural equation models with unobservable variables and measurement error. Journal of Marketing Research, 18, 39–50.

    Article  Google Scholar 

  • Heise, D. R. (1972). Employing nominal variables, induced variables, and block variables in path analysis. Sociological Methods and Research, 1, 147–173.

    Article  Google Scholar 

  • Helm, S. (2005). Designing a formative measure for corporate reputation. Corporate Reputation Review, 8(2), 95–109.

    Article  Google Scholar 

  • Hillenbrand, C., Money, K., & Pavelin, S. (2012). Stakeholder-defined corporate responsibility for a pre-credit-crunch financial service company: Lessons for how good reputations are won and lost. Journal of Business Ethics, 105(3), 337–356.

    Article  Google Scholar 

  • Howell, R. D., Breivik, E., & Wilcox, J. B. (2007). Reconsidering formative measurement. Psychological Methods, 12(2), 205–218.

    Article  Google Scholar 

  • Hsu, K. T. (2012). The advertising effects of corporate social responsibility on corporate reputation and brand equity: Evidence from the life insurance industry in Taiwan. Journal of Business Ethics, 109(2), 189–201.

    Article  Google Scholar 

  • Jarvis, C. B., Mackenzie, S. B., & Podsakoff, P. M. (2003). A critical review of construct indicators and measurement model misspecification in marketing and consumer research. Journal of Consumer Research, 30(2), 199–218.

    Article  Google Scholar 

  • Kreiner, G. E., & Ashforth, B. E. (2004). Evidence toward an expanded model of organizational identification. Journal of Organizational Behavior, 25, 1–27.

    Article  Google Scholar 

  • Lai, C. S., Chiu, C. J., Yang, C. F., & Pai, D. C. (2010). The effects of corporate social responsibility on brand performance: The mediating effect of industrial brand equity and corporate reputation. Journal of Business Ethics, 95(3), 457–469.

    Article  Google Scholar 

  • Lange, D., Lee, P. M., & Dai, Y. (2011). Organizational reputation: A review. Journal of Management, 37(1), 153–184.

    Article  Google Scholar 

  • Law, K. S., Wong, C. S., & Mobley, W. H. (1998). Toward a taxonomy of multidimensional constructs. Academy of Management Review, 23(4), 741–755.

    Google Scholar 

  • Lee, N., & Cadogan, J. W. (2013). Problems with formative and higher-order reflective variables. Journal of Business Research, 66, 242–247.

  • Lii, Y. S., & Lee, M. (2012). Doing right leads to doing well: When the type of CSR and reputation interact to affect consumer evaluations of the firm. Journal of Business Ethics, 105(1), 69–81.

    Article  Google Scholar 

  • Lindell, M. K., & Whitney, D. J. (2001). Accounting for common method variance in cross-sectional research designs. Journal of Applied Psychology, 86(1), 114–121.

    Article  Google Scholar 

  • Love, E. G., & Kraatz, M. S. (2009). Character, conformity, or the bottom line: How and why downsizing affected corporate reputation. Academy of Management Journal, 52, 314–335.

    Article  Google Scholar 

  • Maas, K., & Liket, K. (2011). Talk the walk: Measuring the impact of strategic philanthropy. Journal of Business Ethics, 100(3), 445–464.

    Article  Google Scholar 

  • MacKenzie, S. B., Podsakoff, P. M., & Jarvis, C. B. (2005). The problem of measurement model misspecification in behavioral and organizational research and some recommended solutions. Journal of Applied Psychology, 90(4), 710–730.

    Article  Google Scholar 

  • Madhavan, R., & Grover, R. (1998). From embedded knowledge to embodied knowledge: New product development as knowledge management. Journal of Marketing, 62(4), 1–4.

    Article  Google Scholar 

  • Mayer, R. C., Davis, J. H., & Schoorman, F. D. (1995). An integration model of organizational trust. Academy of Management Review, 20, 709–735.

    Google Scholar 

  • Morgan, R. M., & Hunt, S. D. (1994). The commitment-trust theory of relationship marketing. Journal of Marketing, 58(July), 20–38.

    Article  Google Scholar 

  • Nunnally, J. C. (1978). Psychometric theory (2nd ed.). New York: McGraw-Hill.

    Google Scholar 

  • Pfarrer, M. D., Pollock, T. G., & Rindova, V. P. (2010). A tale of two assets: The effects of firm reputation and celebrity on earnings surprises and investors’ reactions. Academy of Management Journal, 53, 1131–1152.

    Article  Google Scholar 

  • Podsakoff, P. M., MacKenzie, S. B., & Podsakoff, N. P. (2012). Sources of method bias in social science research and recommendations on how to control it. Annual Review of Psychology, 63, 539–569.

    Article  Google Scholar 

  • Ponzi, L. J., Fombrun, C. J., & Gardberg, N. A. (2011). RepTrak Pulse: Conceptualizing and validating a short-form measure of corporate reputation. Corporate Reputation Review, 14(1), 15–35.

    Article  Google Scholar 

  • Reuber, A. R., & Fischer, E. (2010). Organizations behaving badly: When are discreditable actions likely to damage organizational reputation. Journal of Business Ethics, 93(1), 39–50.

    Article  Google Scholar 

  • Rindova, V. P., Williamson, I. O., Petkova, A. P., & Sever, J. M. (2005). Being good or being known: An empirical examination of the dimensions, antecedents, and consequences of organizational reputation. Academy of Management Journal, 48, 1033–1049.

    Article  Google Scholar 

  • Rindskopf, D., & Rose, T. (1988). Some theory and applications of confirmatory second-order factor analysis. Multivariate Behavioral Research, 23(1), 51–67.

    Article  Google Scholar 

  • Roberts, P. W., & Dowling, G. R. (2002). Corporate reputation and sustained superior financial performance. Strategic Management Journal, 23(12), 1077–1093.

    Article  Google Scholar 

  • Rousseau, D. M., Sitkin, S. B., Burt, R. S., & Camerer, C. (1998). Not so different after all: A cross-discipline view of trust. Academy of Management Review, 23(3), 393–404.

    Article  Google Scholar 

  • Sánchez, J. L. F., & Sotorrío, L. L. (2007). The creation of value through corporate reputation. Journal of Business Ethics, 76(3), 335–346.

    Article  Google Scholar 

  • Sarstedt, M., Wilczynski, P., & Melewar, T. C. (2013). Measuring reputation in global markets—A comparison of reputation measures’ convergent and criterion validities. Journal of World Business, 48(3), 329–339.

    Article  Google Scholar 

  • Schoorman, F. D., Mayer, R. C., & Davis, J. H. (2007). An integrative model of organizational trust: Past, present, and future. Academy of Management Review, 32(2), 344–354.

    Article  Google Scholar 

  • Schwaiger, M., Raithel, S., & Schloderer, M. P. (2009). Recognition or rejection—How a company’s reputation influences stakeholder behaviour. In J. Klewes & R. Wreschniok (Eds.), Reputation capitalBuilding and maintaining trust in the 21st century (pp. 37–55), Heidelberg: Springer.

  • Shamsie, J. (2003). The context of dominance: An industry-driven framework for exploiting reputation. Strategic Management Journal, 24(3), 199–215.

  • Siltaoja, M. E. (2006). Value priorities as combining core factors between CSR and reputation: A qualitative study. Journal of Business Ethics, 68(1), 91–111.

    Article  Google Scholar 

  • Sims, R. (2009). Toward a better understanding of organizational efforts to rebuild reputation following an ethical scandal. Journal of Business Ethics, 90(4), 453–472.

    Article  Google Scholar 

  • Stanaland, A. J., Lwin, M. O., & Murphy, P. E. (2011). Consumer perceptions of the antecedents and consequences of corporate social responsibility. Journal of Business Ethics, 102(1), 47–55.

    Article  Google Scholar 

  • Stuebs, M., & Sun, L. (2010). Business reputation and labor efficiency, productivity, and cost. Journal of Business Ethics, 96(2), 265–283.

    Article  Google Scholar 

  • Thompson, J. A., & Bunderson, J. S. (2003). Violations of principle: Ideological currency in the psychological contract. Academy of Management Review, 28(4), 571–586.

    Google Scholar 

  • Valenzuela, L. M., Mulki, J. P., & Jaramillo, J. F. (2010). Impact of customer orientation, inducements and ethics on loyalty to the firm: Customers’ perspective. Journal of Business Ethics, 93(2), 277–291.

    Article  Google Scholar 

  • Vallaster, C., Lindgreen, A., & Maon, F. (2012). Strategically leveraging corporate social responsibility: A corporate branding perspective. California Management Review, 54(3), 34–60.

    Article  Google Scholar 

  • Verona, G. (1999). A resource-based view of product development. Academy of Management Review, 24(1), 132–142.

    Google Scholar 

  • Walker, K. (2010). A systematic review of the corporate reputation literature: Definition, measurement, and theory. Corporate Reputation Review, 12(4), 357–387.

    Article  Google Scholar 

  • Walsh, G., & Beatty, S. E. (2007). Customer-based corporate reputation of a service firm: Scale development and validation. Journal of the Academy of Marketing Science, 35(1), 127–143.

    Article  Google Scholar 

  • Walsh, G., Beatty, S. E., & Shiu, E. M. (2009). The customer-based corporate reputation scale: Replication and short form. Journal of Business Research, 62(10), 924–930.

    Article  Google Scholar 

  • Wartick, S. L. (2002). Measuring corporate reputation: Definition and data. Business and Society, 41(4), 371–392.

    Article  Google Scholar 

  • Wilcox, J. B., Howell, R. D., & Breivik, E. (2008). Questions about formative measurement. Journal of Business Research, 61(12), 1219–1228.

    Article  Google Scholar 

  • Williams, R. J., & Barrett, J. D. (2000). Corporate philanthropy, criminal activity, and firm reputation: Is there a link? Journal of Business Ethics, 26(4), 341–350.

    Article  Google Scholar 

  • Wilson, T. D., Lindsey, S., & Schooler, T. Y. (2000). A model of dual attitudes. Psychological Review, 107(1), 101–126.

    Article  Google Scholar 

  • Zaheer, A., McEvily, B., & Perrone, V. (1998). Does trust matter? Exploring the effects of interorganizational and interpersonal trust on performance. Organization Science, 9(2), 141–159.

    Article  Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Oleksiy Osiyevskyy.

Appendix 1

Appendix 1

See Table 4.

Table 4 Psychometric properties of scale items

Rights and permissions

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Agarwal, J., Osiyevskyy, O. & Feldman, P.M. Corporate Reputation Measurement: Alternative Factor Structures, Nomological Validity, and Organizational Outcomes. J Bus Ethics 130, 485–506 (2015). https://doi.org/10.1007/s10551-014-2232-6

Download citation

  • Received:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s10551-014-2232-6

Keywords

Navigation