Are nonfinancial measures leading indicators of financial performance? An analysis of customer satisfaction

This paper examines three questions on the value relevance of customer satisfaction measures: (1) Are customer satisfaction measures leading indicators of accounting performance? (2) Is the economic value of customer satisfaction (fully) reflected in contemporaneous accounting book values? And (3) Does the release of customer satisfaction measures provide new or incremental information to the stock market? Many argue that improvements in areas such as quality, customer or employee satisfaction, and innovation represent investments in firm-specific assets that are not fully captured in current accounting measures. According to these authors, nonfinancial indicators of investments in "intangible" assets may be better predictors of future financial (i.e., accounting or stock price) performance than historical accounting measures, and should supplement financial measures in internal accounting systems (e.g., Deloitte Touche Tohmatsu International [1994] and Kaplan and Norton [1996]).

[1]  D. Cox,et al.  An Analysis of Transformations , 1964 .

[2]  F. M. Gryna Quality planning and analysis , 1970 .

[3]  H. Wold Nonlinear Iterative Partial Least Squares (NIPALS) Modelling: Some Current Developments , 1973 .

[4]  J. Patell CORPORATE FORECASTS OF EARNINGS PER SHARE AND STOCK-PRICE BEHAVIOR - EMPIRICAL TESTS , 1976 .

[5]  William H. Beaver,et al.  What Determines Price-Earnings Ratios? , 1978 .

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

[7]  J. Bert Keats,et al.  Quality Planning and Analysis , 1981 .

[8]  R. Wilkinson,et al.  Variety, Equity and Efficiency , 1981 .

[9]  Herman Wold,et al.  Soft modelling: The Basic Design and Some Extensions , 1982 .

[10]  Wayne R. Landsman,et al.  AN EMPIRICAL INVESTIGATION OF PENSION FUND PROPERTY RIGHTS , 1986 .

[11]  F. F. Reichheld,et al.  Zero defections: quality comes to services. , 1990, Harvard business review.

[12]  James A. Ohlson A Synthesis of security valuation theory and the role of dividends, cash flows, and earnings* , 1990 .

[13]  C. Fornell A National Customer Satisfaction Barometer: The Swedish Experience: , 1992 .

[14]  Andrew W. Alford THE EFFECT OF THE SET OF COMPARABLE FIRMS ON THE ACCURACY OF THE PRICE EARNINGS VALUATION METHOD , 1992 .

[15]  M. Wilkinson,et al.  Equity and Efficiency , 1993 .

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

[17]  Mary E. Barth,et al.  Estimation And Market Valuation Of Environmental Liabilities Relating To Superfund Sites , 1994 .

[18]  C. Fornell,et al.  Customer Satisfaction, Market Share, and Profitability: Findings from Sweden , 1994 .

[19]  Gerald A. Feltham,et al.  Valuation and Clean Surplus Accounting for Operating and Financial Activities , 1995 .

[20]  James A. Ohlson Earnings, Book Values, and Dividends in Equity Valuation* , 1995 .

[21]  Thomas O. Jones,et al.  Why Satisfied Customers Defect , 1996 .

[22]  B. Lev,et al.  Value-Relevance of Nonfinancial Information: The Wireless Communications Industry , 1996 .

[23]  Raffi J. Indjejikian,et al.  CEO compensation: The role of individual performance evaluation , 1996 .

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

[25]  R. Banker,et al.  An Empirical Investigation of an Incentive Plan Based on Nonfinancial Performance Measures , 1997 .

[26]  R. Rust,et al.  Customer Satisfaction, Productivity, and Profitability: Differences Between Goods and Services , 1997 .

[27]  N. Hayden,et al.  Putting customers first. , 1997, AWHONN lifelines.

[28]  M. Malone,et al.  Intellectual Capital: Realizing Your Company's True Value by Finding Its Hidden Brainpower , 1997 .

[29]  Madhav V. Rajan,et al.  The choice of performance measures in annual bonus contracts , 1997 .

[30]  E. Ziegel,et al.  The Balanced Scorecard , 1998 .

[31]  Sarah C. Mavrinac,et al.  Chapter 16 – Measures that Matter: An Exploratory Investigation of Investors' Information Needs and Value Priorities , 1998 .

[32]  D. Larcker,et al.  Innovations in Performance Measurement: Trends and Research Implications , 1998 .

[33]  Charles M. C. Lee,et al.  Accounting Valuation, Market Expectation, and the Book-to-Market Effect , 1998 .

[34]  Harry P. Hatry,et al.  Performance Measurement , 2020, Software Engineering.