Customer base management and profitability in information technology industries

The study of information-technology (IT) markets has emerged as an important research theme in the literature. They are governed by a unique set of features and characteristics that may render invalid some of the well-established models and findings in prior research. In these markets, the customer base becomes a critical strategic asset to assessing the firm�s current and future competitive position. To optimally manage the customer base and maximize profitability in IT industries, it is crucial to understand the key drivers of customer acquisition and retention, and how they are related to performance outcomes. In this study, we integrate customer relationship management (CRM) and information systems research and provide a comprehensive framework to understand the effects of two defining IT characteristics, network effects and market growth, on a firm�s ability to acquire and retain customers, and the links from acquisition and retention to profitability. The proposed framework is empirically tested in the European mobile communications industry using a panel that provides longitudinal information (quarterly data during 1998-2008) for 65 companies in 19 European markets. The results reveal that network size and market growth positively affect customer acquisition and retention, and that these two IT characteristics moderate the impact of price on customer acquisition, but not on retention. They also show that acquisition and retention are two key sources of profitability for IT firms. This research discusses the theoretical and managerial implications of the study findings.

[1]  P. Klemperer Competition when Consumers have Switching Costs: An Overview with Applications to Industrial Organization, Macroeconomics, and International Trade , 1992 .

[2]  Carmen Pérez Esparrells,et al.  Los rankings internacionales de las instituciones de educación superior y las clasificaciones universitarias en españa: visión panorámica y prospectiva de futuro , 2010 .

[3]  W. Reinartz,et al.  Balancing Acquisition and Retention Resources to Maximize Customer Profitability , 2005 .

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

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

[6]  P. Verhoef Understanding the Effect of Customer Relationship Management Efforts on Customer Retention and Customer Share Development , 2003 .

[7]  Álvaro B. Choi Mendizábal,et al.  The efficiency of public and publicly-subsidiz ed high schools in Spain. evidence from pisa-2006 , 2010 .

[8]  J. G. Benito,et al.  On the effects of supply strategy on business performance: do the relationships among generic competitive objectives matter? , 2010 .

[9]  M. Ben-Akiva,et al.  The demand for local telephone service: a fully discrete model of residential calling patterns and service choices , 1987 .

[10]  A. Gustafsson,et al.  The Effects of Customer Satisfaction, Relationship Commitment Dimensions, and Triggers on Customer Retention , 2005 .

[11]  L BayusBarry,et al.  The Market Evolution and Sales Takeoff of Product Innovations , 2002 .

[12]  D. Aaker The Value of Brand Equity , 1992 .

[13]  José Antonio Belso Martínez,et al.  Outsourcing decision, product innovation and the spatial dimension: evidence from the Spanish footwear industry , 2009 .

[14]  Glenn B. Voss,et al.  Competitive Density and the Customer Acquisition–Retention Trade-Off: , 2008 .

[15]  Hal R. Varian,et al.  Information rules - a strategic guide to the network economy , 1999 .

[16]  Julio Berbel,et al.  Beneficios ambientales no comerciales de la Directiva Marco del agua en condiciones de escasez: análisis económico para el Guadalquivir , 2010 .

[17]  David P. McIntyre,et al.  Strategy in Network Industries: A Review and Research Agenda , 2009 .

[18]  Jorge Onrubia Fernández,et al.  ¿Cómo ha afectado la fiscalidad a la rentabilidad de la inversión en vivienda en España?. Un análisis para el periodo 1996 y 2007 , 2010 .

[19]  T. S. Robertson,et al.  A Propositional Inventory for New Diffusion Research , 1985 .

[20]  Francisco Requena Silvente,et al.  The intensive and extensive margins of trade decomposing exports growth differences across Spanish regions , 2010 .

[21]  José Enrique Devesa Carpio,et al.  La deuda implícita y el desequilibrio financiero-actuarial de un sistema de pensiones: el caso del régimen general de la seguridad social en España , 2008 .

[22]  David Matesanz Gómez,et al.  Economic growth and currency crisis: A real exchange rate entropic approach , 2005 .

[23]  Katherine N. Lemon,et al.  A Dynamic Model of Customers’ Usage of Services: Usage as an Antecedent and Consequence of Satisfaction , 1999 .

[24]  Peter C. Verhoef,et al.  Customer Equity: Building and Managing Relationships as Valuable Assets , 2002 .

[25]  Nuria Suárez,et al.  How Bank Market Concentration, Regulation, and Institutions Shape the Real Effects of Banking Crises , 2010 .

[26]  Ana Salomé García Muñiz Modelización de flujos en el análisis input-output a partir de la teoría de redes , 2010 .

[27]  Ana Cristina Mingorance Arnáiz Convergencia económica en España y coordinación de políticas económicas: un estudio basado en la estructura productiva de las CC.AA. , 2009 .

[28]  Thomas W. Valente Network models of the diffusion of innovations , 1996, Comput. Math. Organ. Theory.

[29]  R. Blundell,et al.  Initial Conditions and Moment Restrictions in Dynamic Panel Data Models , 1998 .

[30]  Susan M. Keaveney,et al.  Customer Switching Behavior in Service Industries: An Exploratory Study , 1995 .

[31]  A. F. Sainz,et al.  Analyzing Semiparametrically the Trends in the Gender Pay Gap - The Example of Spain , 2008 .

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

[33]  José Antonio Carrasco Gallego,et al.  The Marshall Plan and the Spanish autarky: A welfare loss analysis , 2010 .

[34]  Waymond Rodgers,et al.  Auditors¿ ethical dilemmas in the going concern evaluation , 2007 .

[35]  V. Rodríguez,et al.  Performance and completeness in repeated inter-firm relationships: the case of franchising , 2010 .

[36]  Venkatesh Shankar,et al.  Network Effects and Competition: An Empirical Analysis of the Home Video Game Industry , 2002 .

[37]  Frank Verboven,et al.  The Diffusion of Mobile Telecommunications Services in the European Union , 1999 .

[38]  Carlos Fernández Méndez,et al.  Corporate governance structure and board of directors remuneration policies: evidence from Spain , 2008 .

[39]  A. Díaz,et al.  The resolution of banking crises and market discipline: international evidence , 2010 .

[40]  S. Stremersch,et al.  Indirect Network Effects in New Product Growth , 2007 .

[41]  Ruth N. Bolton,et al.  A Dynamic Model of the Duration of the Customer's Relationship with a Continuous Service Provider: The Role of Satisfaction , 1994 .

[42]  Javier F. Navas,et al.  Pricing levered warrants with dilution using observable variables , 2013 .

[43]  Russell S. Winer,et al.  A reference price model of brand choice for frequently purchased products. , 1986 .

[44]  J. Paz,et al.  Acercando posturas sobre el descuento ambiental: sondeo Delphi a expertos en el ámbito internacional , 2008 .

[45]  V. Rao Pricing Research in Marketing: The State of the Art , 1984 .

[46]  E. Rodríguez,et al.  Determining operational capital at risk: an empirical application to the retail banking , 2009 .

[47]  Hee-Su Kim,et al.  The advantage of network size in acquiring new subscribers: a conditional logit analysis of the Korean mobile telephony market , 2003, Inf. Econ. Policy.

[48]  F. M. I. Coma,et al.  Does social spending increase support for free trade in advanced democracies , 2008 .

[49]  M. Pérez,et al.  Including non-cognitive outputs in a multidimensional evaluation of education production: an international comparison , 2009 .

[50]  Antonio Sánchez-Braza,et al.  Average effect of training programs on the time needed to find a job: the case of the training schools program in the south of Spain (Seville, 1997-1999) , 2008 .

[51]  Maria C. Latorre,et al.  Multinationals in the Czech Motor Vehicles Industry: A General Equilibrium Analysis for a Transition Economy , 2011 .

[52]  Oz Shy,et al.  A quick-and-easy method for estimating switching costs , 2001 .

[53]  David A. Aaker,et al.  The perils of high-growth markets , 1986 .

[54]  Luis Fernando Muga Caperos,et al.  Riesgo asimétrico y estrategias de "momentum" en el mercado de valores español , 2007 .

[55]  Carlos Llano Verduras,et al.  Una estimación del comercio interregional trimestral de bienes en España mediante técnicas de interpolación temporal , 2010 .

[56]  Clayton M. Christensen,et al.  Strategies for Survival in Fast-Changing Industries , 1998 .

[57]  V. Kumar,et al.  Expanding the Role of Marketing: From Customer Equity to Market Capitalization , 2009 .

[58]  A. Rao,et al.  No Pain, No Gain: A Critical Review of the Literature on Signaling Unobservable Product Quality , 2000 .

[59]  Brijesh Pazhayathodi,et al.  Review of The Economics of Information Technology: An Introduction , 2008 .

[60]  Andrés J. Picazo-Tadeo,et al.  Does playing several competitions influence a team’s league performance? Evidence from Spanish professional football , 2010, Central Eur. J. Oper. Res..

[61]  Jesús López Rodríguez,et al.  Human Capital, Geographical location and Policy Implications: The case of Romania , 2010 .

[62]  M. Arellano,et al.  Another look at the instrumental variable estimation of error-components models , 1995 .

[63]  Gary L. Lilien,et al.  First in, First out? The Effects of Network Externalities on Pioneer Survival , 2004 .

[64]  B. T. D. L. Fe,et al.  Have Spanish port sector reforms during the last two decades been successful? A cost frontier approach , 2010 .

[65]  C. Shapiro,et al.  Systems Competition and Network Effects , 1994 .

[66]  Jaishankar Ganesh,et al.  Understanding the Customer Base of Service Providers: An Examination of the Differences between Switchers and Stayers , 2000, Journal of Marketing.

[67]  J. Laffont,et al.  Network Competition: II. Price Discrimination , 1998 .

[68]  W. Reinartz,et al.  The Impact of Customer Relationship Characteristics on Profitable Lifetime Duration , 2003 .

[69]  Óscar González Benito,et al.  Papel del posicionamiento del distribuidor en la relación entre la marca de distribuidor y lealtad al establecimiento comercial , 2010 .

[70]  R. Amit,et al.  Value creation in E‐business , 2001 .

[71]  Ignacio Álvarez Peralta La inserción financiera externa de la economía francesa: inversores institucionales y nueva gestión empresarial , 2008 .

[72]  Toker Doganoglu,et al.  Estimating network effects in mobile telephony in Germany , 2007, Inf. Econ. Policy.

[73]  José Manuel Cansino Muñoz-Repiso y Antonio Sánchez Braza José Manuel Cansino Muñoz-Repiso y Antonio Sánchez Braza , 2010 .

[74]  Bernard Fingleton,et al.  Regional productivity variation and the impact of public capital stock: an analysis with spatial interaction, with reference to Spain , 2012 .

[75]  Anthony Wensley,et al.  Organizational unlearning context fostering learning for customer capital through time: lessons from smes in the telecommunications industry , 2010 .

[76]  Cristina López Duarte,et al.  INCERTIDUMBRE EXTERNA Y ELECCIÓN DEL MODO DE ENTRADA EN EL MARCO DE LA INVERSIÓN DIRECTA EN EL EXTERIOR , 2009 .

[77]  Sunil Gupta,et al.  Customer Metrics and Their Impact on Financial Performance , 2006 .

[78]  J. D. Freitas,et al.  Inequality, the politics of redistribution and the tax mix , 2012 .

[79]  Jan B. Heide,et al.  Choice of Supplier in Embedded Markets: Relationship and Marketing Program Effects , 2001 .

[80]  José María Durán Cabré,et al.  Key issues when using tax data for concentration analysis: an application to the Spanish wealth tax , 2009 .

[81]  Francisco Javier Sese,et al.  The role of (personal) network effects and switching costs in determining mobile users' choice , 2009, J. Inf. Technol..

[82]  John D. C. Little,et al.  A Logit Model of Brand Choice Calibrated on Scanner Data , 2011, Mark. Sci..

[83]  Mikel González Ruiz de Eguino,et al.  Instrumentos de mercado para reducir emisiones de co2: un análisis de equilibrio general para España , 2009 .

[84]  Javier González Benito Una teoría integradora de la función de producción al rendimiento empresarial , 2010 .

[85]  A. Rao,et al.  The Effect of Price, Brand Name, and Store Name on Buyers’ Perceptions of Product Quality: An Integrative Review , 1989 .

[86]  Jorge Guardiola,et al.  WHY DO LOCAL GOVERNMENTS PRIVATIZE THE PROVISION OF WATER SERVICES? EMPIRICAL EVIDENCE FROM SPAIN , 2011 .

[87]  Juan Lopez,et al.  ORDER OF MARKET ENTRY, MARKET AND TECHNOLOGICAL EVOLUTION AND FIRM COMPETITIVE PERFORMANCE , 2009 .

[88]  Pablo García Estévez,et al.  Size & Regional Distribution of Financial Behavior Patterns in Spain , 2010 .

[89]  Philip Hans Franses,et al.  The impact of adoption timing on new service usage and early disadoption , 2009 .

[90]  P. Klemperer,et al.  Coordination and Lock-In: Competition with Switching Costs and Network Effects , 2006 .

[91]  D. North Competing Technologies , Increasing Returns , and Lock-In by Historical Events , 1994 .

[92]  Alan Wall,et al.  On measuring the effect of demand uncertainty on costs: an application to port terminals , 2009 .

[93]  Andrés José Picazo Tadeo,et al.  Do we sack the manager... or is it better not to? Evidence from Spanish professional football , 2010 .

[94]  C. Shapiro,et al.  Network Externalities, Competition, and Compatibility , 1985 .

[95]  R. Martínez-Espiñeira,et al.  Explanatory Factors of Urban Water Leakage Rates in Southern Spain , 2012 .

[96]  Katherine N. Lemon,et al.  The Theoretical Underpinnings of Customer Asset Management , 2002 .

[97]  Mark S. Johnson,et al.  The Different Roles of Satisfaction, Trust, and Commitment in Customer Relationships , 1999 .

[98]  Silviano Esteve Pérez,et al.  The dynamics of trade and innovation: a joint approach , 2009 .

[99]  F. Reichheld,et al.  E-LOYALTY: YOUR SECRET WEAPON ON THE WEB , 2003 .

[100]  Mike González,et al.  Costes de mitigación y escenarios post-kyoto en España: un análisis de equilibro general para España , 2009 .

[101]  Constantino García Ramos,et al.  Una visión panorámica de las entidades de crédito en España en la última década , 2006 .

[102]  Allen M. Weiss,et al.  Vendor Consideration and Switching Behavior for Buyers in High-Technology Markets , 1995 .

[103]  Rajendra K. Srivastava,et al.  The Integrated Networks Model: Explaining Resource Allocations in Network Markets , 2003 .

[104]  J. M. Ferrera,et al.  Testing the accuracy of DEA for measuring efficiency in education under endogeneity , 2009 .

[105]  G. Tellis,et al.  Does Quality Win? Network Effects versus Quality in High-Tech Markets , 2009 .

[106]  R. Rust,et al.  Customer satisfaction, customer retention, and market share , 1993 .

[107]  Wagner A. Kamakura,et al.  Defection Detection: Measuring and Understanding the Predictive Accuracy of Customer Churn Models , 2006 .

[108]  J. Andrew Petersen,et al.  Choosing the Right Metrics to Maximize Profitability and Shareholder Value , 2009 .

[109]  Judy K. Frels,et al.  Consumer switching costs: A typology, antecedents, and consequences , 2003 .

[110]  David G. McMillan,et al.  Realised hedge ratio properties, performance and implications for risk management: evidence from the spanish ibex 35 spot and futures markets , 2010 .

[111]  L. Fuentelsaz,et al.  The evolution of mobile communications in Europe: The transition from the second to the third generation , 2008 .

[112]  John C. Narver,et al.  Does Competitive Environment Moderate the Market Orientation-Performance Relationship? , 1994 .

[113]  Katherine N. Lemon,et al.  Return on Marketing: Using Customer Equity to Focus Marketing Strategy , 2004 .

[114]  Carlos Llano Verduras,et al.  El comercio intra e inter-regional del sector Turismo en España , 2009 .

[115]  Esteban Fernández Vázquez,et al.  Estimating regional variations of R&D effects on productivity growth by entropy econometrics , 2009 .

[116]  Begoña Cueto Iglesias,et al.  An analysis of urban size and territorial location effects on employment probabilities: the spanish case , 2009 .

[117]  Dominique M. Hanssens,et al.  Market Response Models: Econometric and Time Series Analysis , 1989 .

[118]  Rajkumar Venkatesan,et al.  A Customer Lifetime Value Framework for Customer Selection and Resource Allocation Strategy , 2004 .

[119]  Frank Verboven,et al.  The evolution of markets under entry and standards regulation — the case of global mobile telecommunications , 2001 .

[120]  José Manuel Cordero Ferrera,et al.  Measuring efficiency in primary health care: the effect of exogenous variables on results , 2009 .

[121]  Neil Gandal,et al.  Compatibility, Standardization, and Network Effects: Some Policy Implications , 2002 .

[122]  Jacquelyn S. Thomas A Methodology for Linking Customer Acquisition to Customer Retention , 2001 .

[123]  Antoni Rubí-Barceló,et al.  Core/periphery scientific collaboration networks among very similar researchers , 2012 .

[124]  Marta Rahona López,et al.  Efectos del desajuste educativo sobre el rendimiento privado de la educación: un análisis para el caso español (1995-2006) , 2010 .