Customization strategies aimed at providing customers with individually tailored products and services are growing in popularity. In a service context, the responsibility for customization frequently falls on the shoulders of front-line customer contact employees. Few marketing scholars, however, have considered what it means to be adaptive in these roles and how customization behaviors can be encouraged. Drawing on marketing, organizational behavior, and psychology literatures, the authors define and empirically test antecedents of two distinct dimensions of employee adaptive behavior: interpersonal adaptive behavior and service-offering adaptive behavior. Results indicate that an employee’s level of customer knowledge, certain personality predispositions, and intrinsic motivation positively influence the propensity to adapt both their interpersonal style and the actual service offering. Implications for market segmentation, employee selection, training, and motivation are offered.
Allport, Gordon W. (1961), Pattern and Growth in Personality. New York: Holt, Rinehart & Winston.
2.
Anderson, Eugene W., Claes Fornell, and Roland T. Rust (1997), “Customer Satisfaction, Productivity, and Profitability: Differences between Goods and Services,”Marketing Science, 16 (2), 129-145.
3.
Anderson, James C. and David W. Gerbing (1988), “Structural Equation Modeling in Practice: A Review and Recommended Two-Step Approach,”Psychological Bulletin, 103 (3), 411-423.
4.
Ansari, Asim and Carl F. Mela (2003), “E-Customization,”Journal of Marketing Research, 40 (2), 131-145.
5.
Bagozzi, Richard P. and Youjae Yi (1988), “On the Evaluation of Structural Equation Models,”Journal of the Academy of Marketing Science, 16 (1), 74-94.
6.
Bagozzi, Richard P., Youjae Yi, and Lynn W. Phillips (1991), “Assessing Construct Validity in Organizational Research,”Administrative Science Quarterly, 36 (September), 421-458.
7.
Barrick, Murray R. and Michael K. Mount (1991), “The Big Five Personality Dimensions and Job Performance: A Meta-Analysis,”Personnel Psychology, 44, 1-26.
8.
Bateman, Thomas S. and Dennis W. Organ (1983), “Job Satisfaction and the Good Soldier: The Relationship between Affect and ‘Citizenship,’ ”Academy of Management Journal, 26, 587-595.
9.
Bentler, Peter M. (1990), “Comparative Fit Indexes in Structural Models,”Psychological Bulletin, 107 (2), 238-246.
10.
Bentler, Peter M. and Douglas G. Bonett (1980), “Significance Tests and Goodness of Fit in the Analysis of Covariance Structures,”Psychological Bulletin, 88 (3), 588-606.
11.
Bettencourt, Lance A. and Stephen W. Brown (2003), “Role Stressors and Customer-Oriented Boundary-Spanning Behaviors in Service Organizations,”Journal of the Academy of Marketing Science, 31 (Fall), 394-408.
12.
Bitner, Mary Jo, Bernard H. Booms, and Lois A. Mohr (1994), “Critical Service Encounters: The Employee’s Viewpoint,”Journal of Marketing, 58 (October), 95-106.
13.
Brown, Tom J., John C. Mowen, D. Todd Donavan, and Jane W. Licata (2002), “The Customer Orientation of Service Workers: Personality Trait Effects on Self- and Supervisor Performance Ratings,”Journal of Marketing Research, 39 (February), 110-119.
14.
Budner, Stanley (1962), “Intolerance of Ambiguity as a Personality Variable,”Journal of Personality, 30 (March), 29-50.
15.
Caldwell, David F. and Charles A. O’Reilly III (1982), “Boundary Spanning and Individual Performance: The Impact on Self-Monitoring,”Journal of Applied Psychology, 67 (1), 124-127.
16.
Campbell, John P. (1990), “Modeling the Performance Prediction Problem in Industrial and Organizational Psychology,” in Handbook of Industrial and Organizational Psychology, 2nd ed., Marvin D. Dunnette and Leaetta M. Hough, eds. Palo Alto, CA: Consulting Psychologists Press, 687-732.
17.
Campbell, John P., Marvin D. Dunnette, Edward E. Lawler III, and Karl E. Weick Jr. (1970), Managerial Behavior, Performance, and Effectiveness. New York: McGraw-Hill.
18.
Campbell, John P., Michael Blake Gasser, and Frederick L. Oswald (1996), “The Substantive Nature of Job Performance Variability,” in Individual Differences and Behavior in Organizations, Kevin R. Murphy, ed. San Francisco: Jossey-Bass, 258-299.
19.
Cannon, Joseph P. and William D. Perreault Jr. (1999), “Buyer-Seller Relationships in Business Markets,”Journal of Marketing Research, 36 (November), 439-460.
20.
Cantor, Nancy and Walter Mischel (1979), “Prototypes in Person Perception,” in Advances in Experimental Social Psychology, Leonard Berkowitz, ed. New York: Academic Press, 3-52.
21.
Clark, Margaret and Judson Mills (1993), “The Difference between Communal and Exchange Relationships: What It Is and Is Not,”Personality and Social Psychology Bulletin, 19, 684-691.
22.
Cohen, Joel B. and Kunal Basu (1987), “Alternative Models of Categorization: Toward a Contingent Processing Framework,”Journal of Consumer Research, 13 (March), 455-472.
23.
Comstock, Jamie and Gary Higgins (1997), “Appropriate Relational Messages in Direct Selling Interaction: Should Salespeople Adapt to Buyers’ Communicator Style?”Journal of Business Communication, 34 (October), 401-418.
24.
Cran, David J. (1994), “Towards Validation of the Service Orientation Construct,”The Service Industries Journal, 14 (January), 34-44.
25.
Day, David V., Deidra J. Schleicher, Amy L. Unckless, and Nathan J. Hiller (2002), “Self-Monitoring Personality at Work: A Meta-Analytic Investigation of Construct Validity,”Journal of Applied Research, 87 (2), 390-401.
26.
Day, George S. and David B. Montgomery (1999), “Charting New Directions for Marketing,”Journal of Marketing, 63, 3-13.
27.
Donavan, D. Todd, Tom J. Brown, and John C. Mowen (2004), “Internal Benefits of Service-Worker Customer Orientation: Job Satisfaction, Commitment, and Organizational Citizenship Behaviors,”Journal of Marketing, 68 (January), 128-146.
28.
Evans, Kenneth R., Todd J. Arnold, and John A. Grant (1999), “Combining Service and Sales at the Point of Customer Contact,”Journal of Service Research, 2 (August), 34-49.
29.
Fornell, Claes, Michael D. Johnson, Eugene W. Anderson, Jaesung Cha, and Barbara Everitt Bryant (1996), “The American Customer Satisfaction Index,”Journal of Marketing, 60 (October), 7-18.
30.
Fornell, Claes and David F. Larcker (1981), “Evaluating Structural Equation Models with Unobservable Variables and Measurement Error,”Journal of Marketing Research, 18 (February), 39-50.
31.
Frese, Michael and Doris Fay (2001), “Personal Initiative: An Active Performance Concept for Work in the 21st Century,”Research in Organizational Behavior, 23, 133-187.
32.
Friedman, Margaret L. and Gilbert A. Churchill Jr. (1987), “Using Consumer Perceptions and a Contingency Approach to Improve Health Care Delivery,”Journal of Consumer Research, 13 (March), 492-510.
33.
Gangestad, Steven W. and Mark Snyder (2000), “Self Monitoring: Appraisal and Reappraisal,”Psychological Bulletin, 126(4), 530-555.
34.
Gronroos, Christian (1982), “An Applied Service Marketing Theory,”European Journal of Marketing, 16 (February), 30-41.
35.
Gutek, Barbara (2000), “Services Relationships, Pseudo Relationships, and Encounters,” in Handbook of Services Marketing and Management, Terri A. Swartz and Dawn Iacobucci, eds. Thousand Oaks, CA: Sage, 371-379.
36.
Gutek, Barbara, Anita D. Bhappu, Matthew A. Liao-Troth, and Bennett Cherry (1999), “Distinguishing between Service Relationships and Encounters,”Journal of Applied Psychology, 84 (2), 218-233.
37.
Harris, Michael M. and John Schaubroeck (1988), “A Meta-Analysis of Self-Supervisor, Self-Peer, and Peer-Supervisor Ratings,”Personnel Psychology, 41 (2), 43-62.
38.
Hartline, Michael D. and O. C. Ferrell (1996), “The Management of Customer-Contact Service Employees,”Journal of Marketing, 60 (October), 52-70.
39.
Henkoff, Ronald (1994), “Service Is Everybody’s Business,”Fortune, June 27, 48-60.
40.
Hogan, Joyce, Robert Hogan, and Catherine M. Busch (1984), “How to Measure Service Orientation,”Journal of Applied Psychology, 69 (1), 167-173.
41.
Hogan, Joyce and Brent W. Roberts (1996), “Issues and Nonissues in the Fidelity/Bandwidth Tradeoff,”Journal of Organizational Behavior, 17 (November), 627-637.
42.
Homburg, Christian, Wayne D. Hoyer, and Martin Fassnacht (2002), “Service Orientation of a Retailer’s Business Strategy: Dimensions, Antecedents, and Performance Outcomes,”Journal of Marketing, 66 (October), 86-101.
43.
Humphery, Ronald H. and Blake E. Ashforth (1994), “Cognitive Scripts and Prototypes in Service Encounters,” in Advances in Services Marketing and Management, Teresa A. Swartz, David E. Bowen, and Stephen W. Brown, eds. Greenwich, CT: JAI, 175-199.
44.
Ingram, Thomas N., Keun S. Lee, and Steven J. Skinner (1989), “An Empirical Assessment of Salesperson Motivation, Commitment, and Job Outcomes,”Journal of Personal Selling and Sales Management, 9 (Fall), 25-33.
45.
Kane, Jeffery S. and Edward E. Lawler III (1978), “Methods of Peer Assessment,”Psychological Bulletin, 85 (3), 555-586.
46.
Katerberg, Ralph and Gary J. Blau (1983), “An Examination of Level and Direction of Effort and Job Performance,”Academy of Management Journal, 26 (2), 249-257.
47.
Katz, Daniel and Robert Kahn (1978), The Social Psychology of Organizations. New York: John Wiley.
48.
Kelley, Scott W. (1992), “Developing Customer Orientation among Service Employees,”Journal of the Academy of Marketing Science, 20 (Winter), 27-36.
49.
Kelley, Scott W. (1993), “Discretion and the Service Employee,”Journal of Retailing, 69 (Spring), 104-126.
50.
Kennedy, Karen Norman, Felicia G. Lassk, and Jerry R. Goolsby (2002), “Customer Mind-Set of Employees throughout the Organization,”Journal of the Academy of Marketing Science, 30 (2), 159-171.
51.
Kerr, Steven (1975), “On the Folly of Rewarding A While Hoping for B,”Academy of Management Journal, 18, 769-783.
52.
Kohli, Ajay K. (1985), “Some Unexplored Supervisory Behaviors and Their Influence on Salespeople’s Role Clarity, Specific Self-Esteem, Job Satisfaction, and Motivation,”Journal of Marketing, 22 (November), 424-433.
53.
Lampel, Joseph and Henry Mintzberg (1996), “Customizing Customization,”Sloan Management Review, Fall, 21-30.
54.
Leigh, Thomas W. and Patrick F. McGraw (1989), “Mapping the Procedural Knowledge of Industrial Sales Personnel: A Script-Theoretic Investigation,”Journal of Marketing, 53 (1), 16-34.
55.
Leigh, Thomas W. and Arno J. Rethans (1984), “A Script-Theoretic Analysis of Industrial Purchasing Behavior,”Journal of Marketing, 48 (Fall), 22-32.
56.
Lennox, Richard D. and Raymond N. Wolfe (1984), “Revision of the Self-Monitoring Scale,”Journal of Personality and Social Psychology, 46 (6), 1349-1364.
57.
Leong, Siew Meng, Paul S. Busch, and Deborah Roedder John (1989), “Knowledge Bases and Salesperson Effectiveness: A Script-Theoretic Analysis,”Journal of Marketing Research, 26 (May), 164-178.
58.
Le Pine, Jeffrey A., Jason A. Colquitt, and Amir Erez (2000), “Adaptability to Changing Task Contexts: Effects of General Cognitive Ability, Conscientiousness, and Openness to Experience,”Personnel Psychology, 53, 563-593.
59.
Levy, Michael and Arun Sharma (1994), “Adaptive Selling: The Role of Gender, Age, Sales Experience, and Education,”Journal of Business Research, 31, 39-47.
60.
Lovelock, Christopher H. (1983), “Classifying Services to Gain Strategic Marketing Insights,”Journal of Marketing, 47 (Summer), 9-20.
61.
MacDonald, A. P., Jr. (1970), “Revised Scale for Ambiguity Tolerance: Reliability and Validity,”Psychological Reports, 26 (June), 791-798.
62.
Mount, Michael K., Murray R. Barrick, and Greg L. Stewart (1998), “Five-Factor Model of Personality and Performance in Jobs Involving Interpersonal Interactions,”Human Performance, 11 (2-3), 145-165.
63.
Muchinsky, Paul M. (1993), “Validation of Personality Constructs for the Selection of Insurance Industry Employees,”Journal of Business and Psychology, 7 (Summer), 475-482.
64.
Netemeyer, Richard G., James S. Boles, Daryl O. McKee, and Robert McMurrian (1997), “An Investigation into the Antecedents of Organizational Citizenship Behaviors in a Personal Selling Context,”Journal of Marketing, 61 (July) 85-98.
65.
Oliver, Richard L. (1974), “Expectancy Theory Predictions of Salesmen’s Performance,”Journal of Marketing Research, 11 (August), 243-253.
66.
Oliver, Richard W., Roland T. Rust, and Sajeev Varki (1998), “Real-Time Marketing,”Marketing Management, 7 (Fall/Winter), 28-37.
67.
Organ, Dennis W. (1988), Organizational Citizenship Behavior: The Good Soldier Syndrome. Lexington, MA: Lexington Books.
68.
Parasuraman, A., Valerie A. Zeithaml, and Leonard L. Berry (1985), “A Conceptual Model of Service Quality and Its Implications for Future Research,”Journal of Marketing, 49 (Fall), 41-50.
69.
Parasuraman, A., Valerie A. Zeithaml, and Leonard L. Berry (1988), “SERVQUAL: A Multiple-Item Scale for Measuring Consumer Perceptions of Service Quality,”Journal of Retailing, 64 (Spring), 12-40.
70.
Paulhus, Delroy L. and Carol Lynn Martin (1988), “Functional Flexibility: A New Conception of Interpersonal Flexibility,”Journal of Personality and Social Psychology, 55 (1), 88-101.
71.
Peppers, Don and Martha Rogers (1999), “Don’t Put Customer Relationships on Hold,”Sales and Marketing Management, 151 (9), 26-28.
72.
Peppers, Don, Martha Rogers, and Bob Dorf (1999), “Is Your Company Ready for One-to-One Marketing?”Harvard Business Review, January-February, 151-160.
73.
Pine, B. Joseph, Don Peppers, and Martha Rogers (1995), “Do You Want to Keep Your Customers Forever?”Harvard Business Review, March-April, 103-114.
74.
Podsakoff, Philip M. and Scott B. Mackenzie (1994), “Organizational Citizenship Behaviors and Sales Unit Effectiveness,”Journal of Marketing Research, 31 (August), 351-363.
75.
Pulakos, Elaine D., Sharon Arad, Michelle A. Donovan, and Kevin E. Plamondon (2000), “Adaptability in the Workplace: Development of a Taxonomy of Adaptive Performance,”Journal of Applied Psychology, 85 (4), 612-624.
76.
Rosch, Eleanor (1978), “Principles of Categorization,” in Cognition and Categorization, Eleanor Rosch and Barbara B. Lloyd, eds. Hillsdale, NJ: Lawrence Erlbaum, 28-49.
77.
SAS Institute (2000), SAS/STAT User’s Guide, Version 8. Cary, NC: SAS Institute.
78.
Schmidt, Frank L. and John E. Hunter(1998), “The Validity and Utility of Selection Methods in Personnel Psychology: Practical and Theoretical Implications of 85 Years of Research Findings,”Psychological Bulletin, 124, 262-274.
79.
Schneider, Benjamin (1987), “The People Make the Place,”Personnel Psychology, 40 (3), 437-453.
80.
Schneider, Benjamin and David E. Bowen (1985), “Employee and Customer Perceptions of Service in Banks: Replication and Extension,”Journal of Applied Psychology, 70 (3), 423-433.
81.
Schneider, Benjamin and David E. Bowen (1995), Winning the Service Game. Boston: Harvard Business School Press.
82.
Schneider, Benjamin, John J. Parkington, and Virginia M. Buxton (1980), “Employee and Customer Perceptions of Service in Banks,”Administrative Science Quarterly, 25 (June), 252-267.
83.
Schneider, Robert J. and Leaetta M. Hough (1995), “Personality and Industrial/Organizational Psychology,” in International Review of Industrial and Organizational Psychology, Cary L. Cooper and Ivan T. Robertson, eds. Chichester, England: Wiley, 75-129.
84.
Sharma, Arun and Michael Levy (1995), “Categorization of Customers by Retail Salespeople,”Journal of Retailing, 71 (1), 71-81.
85.
Sheridan, James E., John W. Slocum Jr., and M. D. Richards (1974), “Expectancy Theory as a Lead Indicator of Job Behavior,”Decision Sciences, 5, 507-522.
86.
Siehl, Caren, David E. Bowen, and Christine M. Pearson (1992), “Service Encounters as Rites of Integration: An Information Processing Model,”Organization Science, 3 (November), 537-555.
87.
Snyder, Mark (1974), “Self-Monitoring of Expressive Behavior,”Journal of Personality and Social Psychology, 30 (4), 526-537.
88.
Spiro, Rosann L. and Barton A. Weitz (1990), “Adaptive Selling: Conceptualization, Measurement, and Nomological Validity,”Journal of Marketing Research, 27 (February), 61-69.
89.
Stajkovic, Alexander D. and Fred Luthans (1997), “A Meta-Analysis of the Effects of Organizational Behavior Modification on Task Performance, 1975-95,”Academy of Management Journal, 40 (October), 1122-1149.
90.
Stewart, Greg L. and Kenneth P. Carson (1995), “Personality Dimensions and Domains of Service Performance: A Field Investigation,”Journal of Business and Psychology, 9 (Summer), 365-378.
91.
Stewart, Greg L., Kenneth P. Carson, and Robert L. Cardy (1996), “The Joint Effects of Conscientiousness and Self-Leadership Training on Employee Self-Directed Behavior in a Service Setting,”Personnel Psychology, 49, 143-164.
92.
Sujan, Harish, Mita Sujan, and James R. Bettman (1988), “Knowledge Structure Differences between More Effective and Less Effective Salespeople,”Journal of Marketing Research, 25 (February), 81-86.
93.
Sujan, Harish, Barton A. Weitz, and Nirmalya Kumar (1994), “Learning Orientation, Working Smart, and Effective Selling,”Journal of Marketing, 58 (July), 39-52.
94.
Surprenant, Carol F. and Michael R. Solomon (1987), “Predictability and Personalization in the Service Encounter,”Journal of Marketing, 51 (April), 86-96.
95.
Sutton, Robert I. and Anat Rafaeli (1990), “Busy Stores and Demanding Customers: How Do They Affect the Display of Positive Emotion?”Academy of Management Journal, 33 (September), 623-637.
96.
Szymanski, David M. (1988), “Determinants of Selling Effectiveness: The Importance of Declarative Knowledge to the Personal Selling Concept,”Journal of Marketing, 52 (January), 64-77.
97.
Szymanski, David M. and Gilbert A. Churchill Jr. (1990), “Client Evaluation Cues: A Comparison of Successful and Unsuccessful Salespeople,”Journal of Marketing Research, 27 (May), 163-174.
98.
Tanner, John F. (1994), “Adaptive Selling at Trade Shows,”Journal of Personal Selling and Sales Management, 14 (Spring), 15-23.
99.
Teas, R. Kenneth (1981), “Performance-Reward Instrumentalities and the Motivation of Retail Salespeople,”Journal of Retailing, 58 (Fall), 4-26.
100.
Tett, Robert P., Douglass N. Jackson, and Mitchell Rothstein (1991), “Personality Measures as Predictors of Job Performance: A Meta-Analytic Review,”Personnel Psychology, 44, 703-742.
101.
Treacy, Michael and Fred Wiersema (1993), “Customer Intimacy and Other Value Disciplines,”Harvard Business Review, January-February, 84-93.
102.
Tsui, Anne S., Jone L. Pearce, Lyman W. Porter, and Angela M. Tripoli (1997), “Alternative Approaches to the Employee-Organization Relationship: Does Investment in Employees Pay Off?”Academy of Management Journal, 40 (5), 1089-1121.
103.
Tyagi, Pradeep K. (1985), “Relative Importance of Key Job Dimensions and Leadership Behaviors in Motivating Salesperson Work Performance,”Journal of Marketing, 49 (Summer), 76-85.
104.
Van Dyne, Linn, Jill W. Graham, and Richard M. Dienesch (1994), “Organizational Citizenship Behavior: Construct Redefinition, Measurement, and Validation,”Academy of Management Journal, 37 (4), 765-802.
105.
Varki, Sajeev and Roland T. Rust (1998), “Technology and Optimal Segment Size,”Marketing Letters, 9 (2), 147-167.
106.
Vilnai-Yavetz, Iris and Anat Rafaeli (2003), “Organizational Interactions: A Basic Skeleton with Spiritual Tissue,” in Handbook of Work-place Spirituality and Organizational Performance, Robert A. Giacalone and Carole L. Jurkiewicz, eds. Armonk, NY: M. E. Sharpe, 76-92.
107.
Walker, Orville C., Gilbert A. Churchill Jr., and Neil M. Ford (1977), “Motivation and Performance in Industrial Selling: Present Knowledge and Needed Research,”Journal of Marketing Research, 14 (May), 156-168.
108.
Wanous, John P. (1973), “Effects of a Realistic Job Preview on Job Acceptance, Job Attributes, and Job Survival,”Journal of Applied Psychology, 58 (3), 327-332.
109.
Wanous, John P. (1992), Organizational Entry: Recruitment, Selection, Orientation, and Socialization of New Comers. Reading, MA: Addison-Wesley.
110.
Weitz, Barton A. (1981), “Effectiveness in Sales Interactions: A Contingency Framework,”Journal of Marketing, 45 (Winter), 85-103.
111.
Weitz, Barton A., Harish Sujan, and Mita Sujan (1986), “Knowledge, Motivation, and Adaptive Behavior: A Framework for Improving Selling Effectiveness,”Journal of Marketing, 50 (October), 174-191.
112.
Williams, Larry J. and Stella E. Anderson (1991), “Job Satisfaction and Organizational Commitment as Predictors of Organizational Citizenship and In-Role Behaviors,”Journal of Management, 17(3), 601-617.
113.
Wyer, Robert S., Jr. and Thomas K. Srull (1981), “Category Accessibility: Some Theoretical and Empirical Issues Concerning the Processing of Social Stimulus Information,” in Social Cognition: The Ontario Symposium, E. Troy Higgins, C. Peter Herman, and Mark P. Zanna, eds. Hillsdale, NJ: Lawrence Erlbaum, 161-197.
