Customer Learning Processes, Strategy Selection, and Performance in Business-to-Business Service Firms

Learning about customers takes place through relevant dialogues with those customers, also known as customer relationship management (CRM). As relationships develop, information about the customer is gathered in the firm's customer information systems (CIS): the content, processes, and assets associated with gathering and moving customer information throughout the firm. This research develops a measure of CIS management capabilities based on learning organization theory and measured by the ability to get, store, move, and use information throughout the business unit. This measure is then used to analyze customer learning processes and associated performance in the context of marketing strategic decision making. This study of 209 business services firms finds that generic marketing strategy positioning (low-cost and differentiation) and the marketing tactics of personalization and customization are related to CIS development. Customer information systems development in turn is associated with higher levels of customer-based performance, which in turn is associated with increased business growth. Since the strongest association with customer-based performance is strategy selection, the long-term benefits of the knowledge gained from the CIS may be in the ability to assist in measuring customer-based performance, rather than in the ability to immediately contribute to performance. Finally, for these firms, customization and personalization are not directly associated with performance and thus may not be necessary to support every firm's marketing strategy.

[1]  L. Kim,et al.  Environment, Generic Strategies, and Performance in a Rapidly Developing Country: A Taxonomic Approach , 1988 .

[2]  J. Farley,et al.  Corporate Culture, Customer Orientation, and Innovativeness in Japanese Firms: A Quadrad Analysis , 1993 .

[3]  A. Parasuraman,et al.  The impact of technology on the quality-value-loyalty chain: A research agenda , 2000 .

[4]  R. P. McDonald,et al.  Haldane's Lungs: A Case Study in Path Analysis. , 1997, Multivariate behavioral research.

[5]  P. Bentler,et al.  Comparative fit indexes in structural models. , 1990, Psychological bulletin.

[6]  Philip Salisbury.  Planning Sales Campaigns in Forty-Eight Sovereignties , 1940 .

[7]  R. P. McDonald,et al.  Path Analysis with Composite Variables. , 1996, Multivariate behavioral research.

[8]  G. Hult,et al.  Innovation, Market Orientation, and Organizational Learning: An Integration and Empirical Examination , 1998 .

[9]  G. Hult,et al.  A longitudinal study of the learning climate and cycle time in supply chains , 2002 .

[10]  Hans Baumgartner,et al.  On the use of structural equation models for marketing modeling , 2000 .

[11]  John G. Lynch,et al.  Interactive Home Shopping: Consumer, Retailer, and Manufacturer Incentives to Participate in Electronic Marketplaces , 1997 .

[12]  Justine Ventimiglia.  Ward's business directory of U.S. private and public companies , 2005 .

[13]  Robert C. Blattberg,et al.  Interactive Marketing: Exploiting the Age of Addressability , 1991 .

[14]  Frederik D. Wiersema,et al.  Customer intimacy and other value disciplines , 1993 .

[15]  R. Bagozzi,et al.  On the evaluation of structural equation models , 1988 .

[16]  John Haigh,et al.  Applied multivariate statistical analysis (2nd edition) , by R. A. Johnson and D. W. Wichern. Pp 607. £17·95. 1988. ISBN 0-13-041138-8 (Prentice-Hall) , 1988, The Mathematical Gazette.

[17]  G. Day.  Continuous Learning about Markets , 1994 .

[18]  J. Sheth,et al.  Relationship marketing in consumer markets: Antecedents and consequences , 1995 .

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

[20]  Charles E. Heckler,et al.  Applied Multivariate Statistical Analysis , 2005, Technometrics.

[21]  J. Keats,et al.  Test theory. , 1967, Annual review of psychology.

[22]  Chekitan S. Dev,et al.  Managing Marketing Relationships , 2000 .

[23]  S. Kotha.  Mass Customization: The New Frontier in Business Competition , 1992 .

[24]  R. Kaplan,et al.  Transforming the Balanced Scorecard from Performance Measurement to Strategic Management: Part II , 2001 .

[25]  Bernard J. Jaworski,et al.  Markor: A Measure of Market Orientation , 1993 .

[26]  Dennis L. Hoffman,et al.  Marketing in Hypermedia Computer-Mediated Environments : Conceptual Foundations 1 ) , 1998 .

[27]  Debra Zahay,et al.  Are Customer Information Systems Worth It?: Results from B2B Services , 2002 .

[28]  S. Zahra,et al.  Business strategy, technology policy and firm performance , 1993 .

[29]  Larry C. Giunipero,et al.  Organizational Learning in Global Purchasing: A Model and Test of Internal Users and Corporate Buyers , 2000, Decis. Sci..

[30]  Karl G. Jöreskog,et al.  Lisrel 8: User's Reference Guide , 1997 .

[31]  Olivier Furrer.  Driving Customer Equity: How Customer Lifetime Value Is Reshaping Corporate Strategy , 2002 .

[32]  George R. Milne,et al.  A business perspective on database marketing and consumer privacy practices , 1998 .

[33]  P. M. Podsakoff,et al.  Self-Reports in Organizational Research: Problems and Prospects , 1986 .

[34]  John Deighton,et al.  Commentary on “Exploring the implications of the internet for consumer marketing” , 1997 .

[35]  James M. Sinkula,et al.  A framework for market-based organizational learning: Linking values, knowledge, and behavior , 1997 .

[36]  Hiroyuki Itami.  Mobilizing invisible assets , 1987 .

[37]  G. Day.  Managing market relationships , 2000 .

[38]  Richard Y. Wang,et al.  Anchoring data quality dimensions in ontological foundations , 1996, CACM.

[39]  Scott B. MacKenzie,et al.  Do citizenship behaviors matter more for managers than for salespeople? , 1999 .

[40]  Rashi Glazer.  Marketing in an Information-Intensive Environment: Strategic Implications of Knowledge as an Asset , 1991 .

[41]  David J. Ketchen,et al.  THE APPLICATION OF CLUSTER ANALYSIS IN STRATEGIC MANAGEMENT RESEARCH: AN ANALYSIS AND CRITIQUE , 1996 .

[42]  J. Barney.  Firm Resources and Sustained Competitive Advantage , 1991 .

[43]  David T. Wilson.  An integrated model of buyer-seller relationships , 1995 .

[44]  P N O'Farrell,et al.  The Competitive Advantage of Business Service Firms: A Matched Pairs Analysis of the Relationship Between Generic Strategy and Performance , 1993 .

[45]  James J. Chrisman,et al.  Order of market entry, competitive strategy, and financial performance , 1995 .

[46]  Christian Homburg,et al.  Applications of structural equation modeling in marketing and consumer research: A review , 1996 .

[47]  J. Sampler.  Redefining industry structure for the information age , 1998 .

[48]  Bernard J. Jaworski,et al.  Market Orientation: The Construct, Research Propositions, and Managerial Implications , 1990 .

[49]  D. Garvin.  Building a learning organization. , 1993, Harvard business review.

[50]  L. Kim,et al.  ENVIRONMENT GENERIC STRATEGIES, AND PERFORMANCE IN RAPIDLY DEVELOPING COUNTRY: A TAXONOMIC. , 1988 .

[51]  W. Reinartz,et al.  On the Profitability of Long-Life Customers in a Noncontractual Setting: An Empirical Investigation and Implications for Marketing , 2000 .

[52]  J. Pearce,et al.  Planned patterns of strategic behavior and their relationship to business-unit performance† , 1988 .

[53]  R. Deshpandé,et al.  Organizational Culture and Marketing: Defining the Research Agenda , 1989 .

[54]  Paul Wang,et al.  Strategic database marketing , 1994 .

[55]  D. W.,et al.  CUSTOMER LIFETIME VALUE: MARKETING MODELS AND APPLICATIONS , 1998 .

[56]  M. Browne,et al.  Alternative Ways of Assessing Model Fit , 1992 .

[57]  George S. Day,et al.  The Market Driven Organization: Understanding, Attracting, and Keeping Valuable Customers , 1999 .

[58]  John C. Narver,et al.  Market Orientation and the Learning Organization , 1995 .

[59]  J. S. Long,et al.  Testing Structural Equation Models , 1993 .

[60]  Gregory G. Dess,et al.  Measuring organizational performance in the absence of objective measures: The case of the privately-held firm and conglomerate business unit , 1984 .

[61]  James C. Anderson.  Relationships in business markets: Exchange episodes, value creation, and their empirical assessment , 1995 .

[62]  C. Campbell-Hunt.  What have we learned about generic competitive strategy? A meta‐analysis , 2000 .

[63]  John C. Haughey.  The Loyalty Effect , 1997, Business Ethics Quarterly.

[64]  Debra Zahay,et al.  Information antecedents of personalisation and customisation in business-to-business service markets , 2003 .