Assessing the Value-Relevance of Customer Satisfaction

Making use of the efficient markets hypothesis as a starting point for analysis, we outline an approach for assessing financial value-relevance of marketing metrics. We illustrate the approach by investigating the association between information contained in the American Customer Satisfaction Index (ACSI) customer satisfaction metric and stock market performance. Our findings differ from previous research in that the methodological approach we use, while nesting other models, incorporates a number of efficient market considerations that previous research has not taken into account, e.g., issues ranging from unmodeled autocorrelation, to risk adjustments, to using the unanticipated component of a series in financial market analysis. We find evidence supportive of satisfaction having value-relevance. However, the ACSI metric provides statistically significant incremental value-relevance to accounting measures only for firms in the computer/Internet sector. For other sectors, i.e., the majority of firms in the sample, unanticipated changes in satisfaction do not provide statistically significant incremental information to accounting measures in explaining stock returns.

[1]  C. Granger,et al.  Spurious regressions with stationary series , 1998 .

[2]  E. Fama,et al.  Common risk factors in the returns on stocks and bonds , 1993 .

[3]  D. Simester,et al.  Customer Satisfaction Incentives , 1994 .

[4]  Douglas J. Skinner,et al.  Implications of Accounting Research for the FASB's Initiatives on Disclosure of Information about Intangible Assets , 2003 .

[5]  Natalie Mizik,et al.  The Financial Value Impact of Perceptual Brand Attributes , 2008 .

[6]  Narasimhan Jegadeesh,et al.  Returns to Buying Winners and Selling Losers: Implications for Stock Market Efficiency , 1993 .

[7]  H. White A Heteroskedasticity-Consistent Covariance Matrix Estimator and a Direct Test for Heteroskedasticity , 1980 .

[8]  Roger C. Kormendi,et al.  Earnings Innovations, Earnings Persistence, and Stock Returns , 1987 .

[9]  Z. Griliches Market Value, R&D, and Patents , 1981 .

[10]  Mark S. Klock,et al.  The Impact on Intangible Capital on Tobin's q in the Semiconductor Industry , 1993 .

[11]  Richard A. Lambert Customer satisfaction and future financial performance discussion of are nonfinancial measures leading indicators of financial performance? Are analysis of customer satisfaction , 1998 .

[12]  W. Sharpe CAPITAL ASSET PRICES: A THEORY OF MARKET EQUILIBRIUM UNDER CONDITIONS OF RISK* , 1964 .

[13]  Dominique M. Hanssens,et al.  Marketing and Firm Value: Metrics, Methods, Findings, and Future Directions , 2008 .

[14]  M. Arellano,et al.  Computing Robust Standard Errors for Within-Groups Estimators , 2009 .

[15]  Neil A. Morgan,et al.  The Value of Different Customer Satisfaction and Loyalty Metrics in Predicting Business Performance , 2006 .

[16]  Natalie Mizik,et al.  The Financial Markets and Customer Satisfaction: Reexamining Possible Financial Market Mispricing of Customer Satisfaction , 2009, Mark. Sci..

[17]  Sanjay Kallapur,et al.  The Value Relevance and Reliability of Brand Assets Recognized by U.K. Firms , 2004 .

[18]  D. Aaker,et al.  The Financial Information Content of Perceived Quality , 1994 .

[19]  David A. Aaker,et al.  The Value Relevance of Brand Attitude in High-Technology Markets , 2001 .

[20]  J. Lintner THE VALUATION OF RISK ASSETS AND THE SELECTION OF RISKY INVESTMENTS IN STOCK PORTFOLIOS AND CAPITAL BUDGETS , 1965 .

[21]  Chihwa Kao,et al.  Spurious Regression and Residual-Based Tests for Cointegration in Panel Data When the Cross-Section and Time-Series Dimensions are Comparable , 1996 .

[22]  Brad M. Barber,et al.  Detecting Long-Run Abnormal Stock Returns: The Empirical Power and Specification of Test Statistics , 1997 .

[23]  E. Fama,et al.  The Value Premium and the CAPM , 2005 .

[24]  T. Keiningham,et al.  The Long-Term Stock Market Valuation of Customer Satisfaction , 2008 .

[25]  Forrest V. Morgeson,et al.  Customer Satisfaction and Stock Prices: High Returns, Low Risk: , 2006 .

[26]  Sheridan Titman,et al.  On Persistence in Mutual Fund Performance , 1997 .

[27]  Ian D. Gow,et al.  Correcting for Cross-Sectional and Time-Series Dependence in Accounting Research , 2009 .

[28]  Keith H. Black Testing Trade-Off and Pecking Order Predictions about Dividends and Debt , 2002 .

[29]  Pietro Veronesi,et al.  Technological Revolutions and Stock Prices , 2005 .

[30]  C. Fornell,et al.  The American Customer Satisfaction Index: Nature, Purpose, and Findings , 1996 .

[31]  H. White Asymptotic theory for econometricians , 1985 .

[32]  George Foster,et al.  Brand Values and Capital Market Valuation , 1998 .

[33]  Vincent O'Connell,et al.  Empirical evidence of the stock market's (mis)pricing of customer satisfaction , 2009 .

[34]  E. Anderson,et al.  Dual Emphasis and the Long-Term Financial Impact of Customer Satisfaction , 2005 .

[35]  Kent D. Daniel,et al.  NBER WORKING PAPER SERIES EVIDENCE ON THE CHARACTERISTICS OF CROSS SECTIONAL VARIATION IN STOCK RETURNS , 1996 .

[36]  G. Yule Why do we Sometimes get Nonsense-Correlations between Time-Series?--A Study in Sampling and the Nature of Time-Series , 1926 .

[37]  Leigh McAlister,et al.  Commentaries and Rejoinder to “Marketing and Firm Value: Metrics, Methods, Findings, and Future Directions”: Linking Marketing Actions to Value Creation and Firm Value: Insights from Accounting Research , 2009 .

[38]  Richard A. Lambert,et al.  The information content of security prices , 1980 .

[39]  C. Granger,et al.  Spurious regressions in econometrics , 1974 .

[40]  Georgios Skoulakis,et al.  Panel Data Inference in Finance: Least-Squares vs Fama-Macbeth , 2008 .

[41]  Charles E. Wasley,et al.  Capital Markets Research in Accounting , 2001 .

[42]  R. Jacobson,et al.  Valuing Branded Businesses , 2008 .

[43]  R. Jacobson,et al.  Financial Markets Research in Marketing , 2008 .

[44]  E. Fama,et al.  Risk, Return, and Equilibrium: Empirical Tests , 1973, Journal of Political Economy.

[45]  E. Fama Market Efficiency, Long-Term Returns, and Behavioral Finance , 1997 .

[46]  R. Ball,et al.  An empirical evaluation of accounting income numbers , 1968 .

[47]  Original Pronouncements,et al.  Statement of Financial Accounting Concepts No . 7 Using Cash Flow Information and Present Value in Accounting Measurements Financial Accounting Standards Board , 2003 .

[48]  Jerry A. Hausman,et al.  Errors in Variables in Panel Data , 1984 .

[49]  Ross L. Watts,et al.  Positive Accounting Theory , 2006 .

[50]  Stephen F. LeRoy,et al.  Efficient Capital Markets and Martingales , 1989 .

[51]  F. Eugene FAMA, . Market efficiency, long-term returns, and behavioral finance, Journal of Financial Economics . , 1998 .

[52]  D. Larcker,et al.  Are nonfinancial measures leading indicators of financial performance? An analysis of customer satisfaction , 1998 .