Customer-Base Concentration: Implications for Firm Performance and Capital Markets

ABSTRACT: This study investigates whether and how customer-base concentration affects supplier firm fundamentals and stock market valuation. I compile a comprehensive sample of supply chain relationships and develop a measure (CC) to capture the extent to which a supplier's customer base is concentrated. In contrast to the conventional view of customer-base concentration as an impediment to supplier firm performance, I document a positive contemporaneous association between CC and accounting rates of return, suggesting that efficiencies accrue to suppliers with concentrated customer bases. Consistent with a cause-and-effect link between customer-base concentration and supplier firm performance, analysis of intertemporal changes demonstrates that CC increases predict efficiency gains in the form of reduced operating expenses per dollar of sales and enhanced asset utilization. Using stock returns tests, I find that investors underreact to the implications of changes in customer-base concentration for future...

[1]  Trish Kelly,et al.  Increased Buyer Concentration and Its Effects on Profitability in the Manufacturing Sector , 2000 .

[2]  C. Granger Investigating causal relations by econometric models and cross-spectral methods , 1969 .

[3]  S. Penman Accounting-Based Stock Price Anomalies : Separating Market Inefficiencies from Risk * , 1998 .

[4]  Paul Zarowin,et al.  The boundaries of financial reporting and how to extend them , 1999 .

[5]  Stefan Nagel,et al.  Short sales, institutional investors and the cross-section of stock returns , 2005 .

[6]  P. R. Cowley Market structure and business performance: An evaluation of buyer/seller power in the pims database , 1988 .

[7]  Charles E. Wasley,et al.  Information Externalities in Capital Markets : The Economic Determinants of Suppliers ’ Stock Price Reaction to Their Major Customers ’ Information Events , 2007 .

[8]  Yonca Ertimur,et al.  Differential Market Reactions to Revenue and Expense Surprises , 2003 .

[9]  Vineet Padmanabhan,et al.  Comments on "Information Distortion in a Supply Chain: The Bullwhip Effect" , 1997, Manag. Sci..

[10]  R. Banz,et al.  The relationship between return and market value of common stocks , 1981 .

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

[12]  D. Collins,et al.  Investor Sophistication and the Mispricing of Accruals , 2003 .

[13]  Steven Lustgarten,et al.  The Impact of Buyer Concentration in Manufacturing Industries , 1975 .

[14]  Merton H. Miller The Cost of Capital, Corporation Finance and the Theory of Investment , 1958 .

[15]  Terry D. Warfield,et al.  The Profitability and Pricing of Major Customers , 2004 .

[16]  D. Collings,et al.  Valuing customers , 2005 .

[17]  Michael R. Kinney,et al.  Further Evidence on the Extent and Origins of JIT's Profitability Effects , 2002 .

[18]  C. Fee,et al.  Sources of Gains in Horizontal Mergers: Evidence from Customer, Supplier, and Rival Firms , 2003 .

[19]  D. Ravenscraft Structure-Profit Relationships at the Line of Business and Industry Level , 1983 .

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

[21]  Tyler Shumway The Delisting Bias in CRSP Data , 1997 .

[22]  Shannon W. Anderson,et al.  Managing Costs and Cost Structure Throughout the Value Chain: Research on Strategic Cost Management , 2005 .

[23]  Y. Amihud,et al.  Illiquidity and Stock Returns II: Cross-Section and Time-Series Effects , 2018, The Review of Financial Studies.

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

[25]  Teri Lombardi Yohn,et al.  Using Asset Turnover and Profit Margin to Forecast Changes in Profitability , 2001 .

[26]  D. Robinson,et al.  Industry Concentration and Average Stock Returns , 2005 .

[27]  Mark D. Treleven,et al.  A risk/benefit analysis of sourcing strategies: Single vs. multiple sourcing , 1988 .

[28]  F. T. Magiera Do Stock Prices Fully Reflect Information in Accruals and Cash Flows about Future Earnings , 1997 .

[29]  Craig S. Galbraith,et al.  Firm profitability and relative firm power , 1983 .

[30]  Asoo J. Vakharia,et al.  Single versus multiple supplier sourcing strategies , 2007, Eur. J. Oper. Res..

[31]  John Kenneth Galbraith,et al.  American Capitalism; The Concept of Countervailing Power , 1952 .

[32]  Stephen H. Penman,et al.  Ratio Analysis and Equity Valuation: From Research to Practice , 2001 .

[33]  Victor L. Bernard,et al.  POST-EARNINGS-ANNOUNCEMENT DRIFT - DELAYED PRICE RESPONSE OR RISK PREMIUM , 1989 .

[34]  C. Fee,et al.  Financial Leverage and Bargaining Power With Suppliers: Evidence from Leveraged Buyouts , 2008 .

[35]  S. Penman Financial Statement Analysis and Security Valuation , 2001 .

[36]  E. Ofek,et al.  Diversification's effect on firm value , 1995 .

[37]  Sunil Gupta,et al.  Valuing customers , 2007 .

[38]  W. Newey,et al.  A Simple, Positive Semi-Definite, Heteroskedasticity and Autocorrelationconsistent Covariance Matrix , 1986 .

[39]  Terence Lim,et al.  Bad News Travels Slowly: Size, Analyst Coverage and the Profitability of Momentum Strategies , 1998 .

[40]  Richard G. Sloan Do Stock Prices Fully Reflect Information in Accruals and Cash Flows About Future Earnings , 1998 .

[41]  Frank Zhang,et al.  Information Uncertainty and Stock Returns , 2004 .

[42]  W. Beaver The Time Series Behavior of Earnings , 1970 .

[43]  R. Young,et al.  Is Wal-Mart good for America? , 2004 .

[44]  Sudipta Basu The conservatism principle and the asymmetric timeliness of earnings , 1997 .

[45]  Michael Lemmon,et al.  Book‐to‐Market Equity, Distress Risk, and Stock Returns , 2002 .

[46]  Kent D. Daniel,et al.  Market Reactions to Tangible and Intangible Information , 2001 .

[47]  Y. Lun,et al.  The impact of trust on innovativeness and supply chain performance , 2009 .

[48]  W. Newey,et al.  A Simple, Positive Semi-Definite, Heteroskedasticity and Autocorrelationconsistent Covariance Matrix , 1986 .

[49]  James A. Ohlson FINANCIAL RATIOS AND THE PROBABILISTIC PREDICTION OF BANKRUPTCY , 1980 .

[50]  Manohar U. Kalwani,et al.  Long-Term Manufacturer-Supplier Relationships: Do They Pay off for Supplier Firms? , 1995 .

[51]  V. Bernard,et al.  Evidence that stock prices do not fully reflect the implications of current earnings for future earnings , 1990 .

[52]  Barbara Bund,et al.  Winning and Keeping Industrial Customers: The Dynamics of Customer Relationships , 1985 .

[53]  Ravi Dhar,et al.  Hedging customers. , 2003, Harvard business review.

[54]  J. Francis,et al.  Have financial statements lost their relevance , 1999 .

[55]  C. F. Phillips Industrial Market Structure and Economic Performance , 1971 .

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

[57]  P. Healy,et al.  Business analysis and valuation : using financial statements , 2010 .

[58]  Mark T. Soliman,et al.  The Use of Dupont Analysis by Market Participants , 2007 .

[59]  Shivaram Rajgopal,et al.  Value-Glamour and Accruals Mispricing: One Anomaly or Two? , 2004 .

[60]  Mark T. Soliman,et al.  Using Industry-Adjusted Dupont Analysis to Predict Future Profitability , 2004 .

[61]  Tzachi Zach,et al.  Information Externalities along the Supply Chain: The Economic Determinants of Suppliers’ Stock Price Reaction to Their Customers’ Earnings Announcements*: Information Externalities along the Supply Chain , 2011 .

[62]  C. Narasimhan,et al.  Customer Profitability in a Supply Chain , 2001 .

[63]  S. Sunder Relationship between Accounting Changes and Stock Prices: Problems of Measurement and Some Empirical Evidence , 1973 .

[64]  Kewei Hou,et al.  The Implied Cost of Capital: A New Approach , 2011 .

[65]  Lior Menzly,et al.  Cross-Industry Momentum , 2006 .

[66]  E. Fama Foundations of Finance: Portfolio Decisions and Securities Prices , 1978 .

[67]  R. Bloomfield The 'Incomplete Revelation Hypothesis' and Financial Reporting , 2002 .

[68]  M. Statman,et al.  How Many Stocks Make a Diversified Portfolio? , 1987, Journal of Financial and Quantitative Analysis.

[69]  Y. Loewenstein The Accounting Review , 1972 .

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

[71]  Michael E. Porter,et al.  Consumer Behavior, Retailer Power and Market Performance in Consumer Goods Industries , 1974 .

[72]  Nirmalya Kumar,et al.  The power of trust in manufacturer-retailer relationships , 1996 .

[73]  James A. Ohlson,et al.  Book Rate-Of-Return And Prediction Of Earnings Changes - An Empirical-Investigation , 1982 .

[74]  Charles M. C. Lee,et al.  Toward an Implied Cost of Capital , 2000 .

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

[76]  B. Lev Intangibles: Management, Measurement, and Reporting , 2001 .

[77]  Chris Olsen,et al.  Vertical Information Transfers: The Association between Retailers' Sales Announcements and Suppliers' Security Returns , 1985 .

[78]  Andrea Frazzini,et al.  Economic Links and Predictable Returns , 2007 .

[79]  J. Stein,et al.  A Unified Theory of Underreaction, Momentum Trading and Overreaction in Asset Markets , 1997 .

[80]  Madeleine Järsjö,et al.  Purchasing Must Become Supply Management , 2013 .

[81]  R. Ball,et al.  How Naive Is the Stock Market's Use of Earnings Information? , 1996 .

[82]  Vincent A. LaFrance The Impact of Buyer Concentration-An Extension , 1979 .

[83]  Ilia D. Dichev Is the Risk of Bankruptcy a Systematic Risk , 1998 .

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

[85]  Craig M. Newmark Administrative Control, Buyer Concentration, and Price-Cost Margins , 1989 .