The DOI matches its Crossref record; 21 of the 21 references it cites were found in a registry or an index.
Customer Metrics and Their Impact on Financial Performance
Open accessAbstract
The need to understand the relationships among customer metrics and profitability has never been more critical. These relationships are pivotal to tracking and justifying firms’ marketing expenditures, which have come under increasing pressure. The objective of this paper is to integrate existing knowledge and research about the impact of customer metrics on firms’ financial performance. We investigate both unobservable or perceptual customer metrics (e.g., customer satisfaction) and observable or behavioral metrics (e.g., customer retention and lifetime value). We begin with an overview of unobservable and observable metrics, showing how they have been measured and modeled in research. We next offer nine empirical generalizations about the linkages between perceptual and behavioral metrics and their impact on financial performance. We conclude the paper with future research challenges.
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Cites
The commitment-trust theory of relationship marketing
Morgan, R. M., & Hunt, S. D. (1994) · Journal of Marketing · doi:10.1177/002224299405800302 · Cited by 22,355
SERVQUAL: A multiple-Item Scale for measuring consumer perceptions of service quality
Parasuraman, A., Berry, L. L., & Zeithaml, V. A. (1988) · Zenodo · doi:10.5281/zenodo.14579729 · Cited by 21,118
Self-citationFrom Intentions to Actions: A Theory of Planned Behavior
Ajzen, I. (1985) · Action Control · doi:10.1007/978-3-642-69746-3_2 · Cited by 19,057
The Behavioral Consequences of Service Quality
Zeithaml, V. A., Berry, L. L., & Parasuraman, A. (1996) · Journal of Marketing · doi:10.2307/1251929 · Cited by 12,003
Self-citationThe Different Roles of Satisfaction, Trust, and Commitment in Customer Relationships
Garbarino, E., & Johnson, M. S. (1999) · Journal of Marketing · doi:10.1177/002224299906300205 · Cited by 4,899
The antecedents and consequences of customer satisfaction for firms
Anderson, E. W., & Sullivan, M. W. (1993) · Marketing Science · doi:10.1287/mksc.12.2.125 · Cited by 4,610
Consumer trust, value, and loyalty in relational exchanges
Sirdeshmukh, D., Singh, J., & Sabol, B. (2002) · Journal of Marketing · doi:10.1509/jmkg.66.1.15.18449 · Cited by 4,196
Mittal, V., & Kamakura, W. A. (2001) · Journal of Marketing Research · doi:10.1509/jmkr.38.1.131.18832 · Cited by 2,256
Return on Marketing: Using Customer Equity to Focus Marketing Strategy
Rust, R. T., Lemon, K. N., & Zeithaml, V. A. (2004) · Journal of Marketing · doi:10.1509/jmkg.68.1.109.24030 · Cited by 2,151
Self-citationBolton, R. N. (1998) · Marketing Science · doi:10.1287/mksc.17.1.45 · Cited by 1,948
The relationships of customer satisfaction, customer loyalty, and profitability: an empirical study
Hallowell, R. (1996) · International Journal of Service Industry Management · doi:10.1108/09564239610129931 · Cited by 1,862
Implications of Loyalty Program Membership and Service Experiences for Customer Retention and Value
Bolton, R. N., Kannan, P. K., & Bramlett, M. D. (2000) · Journal of the Academy of Marketing Science · doi:10.1177/0092070300281009 · Cited by 1,157
Gupta, S., Lehmann, D. R., & Stuart, J. A. (2004) · Journal of Marketing Research · doi:10.1509/jmkr.41.1.7.25084 · Cited by 849
The Financial Information Content of Perceived Quality
Aaker, D. A., & Jacobson, R. (1994) · Journal of Marketing Research · doi:10.2307/3152193 · Cited by 789
Counting Your Customers: Who-Are They and What Will They Do Next?
Schmittlein, D. C., Morrison, D. G., & Colombo, R. (1987) · Management Science · doi:10.1287/mnsc.33.1.1 · Cited by 679
Customer lifetime value research in marketing: A review and future directions
Jain, D., & Singh, S. S. (2002) · Journal of Interactive Marketing · doi:10.1002/dir.10032 · Cited by 583
Can we predict customer lifetime value?
Malthouse, E. C., & Blattberg, R. C. (2005) · Journal of Interactive Marketing · doi:10.1002/dir.20027 · Cited by 248
Kamakura, W. A., Ramaswami, S. N., & Srivastava, R. K. (1991) · International Journal of Research in Marketing · doi:10.1016/0167-8116(91)90030-b · Cited by 240
Choice Models and Customer Relationship Management
Kamakura, W., Mela, C. F., Ansari, A., Bodapati, A., Fader, P., Iyengar, R., Naik, P., Neslin, S., Sun, B., Verhoef, P. C., et al. (2005) · Marketing Letters · doi:10.1007/s11002-005-5892-2 · Cited by 178
Next-product-to-buy models for cross-selling applications
Knott, A., Hayes, A., & Neslin, S. A. (2002) · Journal of Interactive Marketing · doi:10.1002/dir.10038 · Cited by 161
Moving from customer lifetime value to customer equity
Drèze, X., & Bonfrer, A. (2009) · Quantitative Marketing and Economics · doi:10.1007/s11129-009-9067-y · Cited by 48
Research works printed but not linked: 111
- 10.1177/002224379403100204 · DOI · Paper page
- 10.1080/01621459.1999.10474127 · DOI
- 10.1287/mksc.1030.0040 · DOI
- 10.1177/109467050032001 · DOI · Paper page
- 10.1177/002224299405800304 · DOI
- 10.1509/jmkg.68.4.172.42723 · DOI
- 10.1287/mksc.16.2.129 · DOI · Paper page
- 10.1177/1094670502005001005 · DOI · Paper page
- 10.1016/S0148-2963(98)00042-3 · DOI
- 10.1287/mnsc.42.9.1364 · DOI
- Blattberg Robert, 2001, Customer Equity: Building and Managing Relationships as Valuable Assets
- 10.2307/1252199 · DOI
- 10.2307/3172510 · DOI · Paper page
- Buzzell Robert, 1987, The PIMS Principles
- 10.2307/3151641 · DOI
- Coyles Stephanie, 2002, McKinsey Quart., 2, 81
- 10.2307/1252296 · DOI
- 10.1016/S0022-4359(00)00028-2 · DOI · Paper page
- Dholakia Paul, 2002, Harvard Bus. Rev., 80, 18
- 10.1086/341568 · DOI
- Dowling Grahame R., 1997, Sloan Management Rev., 38, 71
- Dwyer F. Robert, 1997, J. Interactive Marketing, 11, 6
- 10.1509/jmkr.2005.42.4.415 · DOI · Paper page
- Fishbein Martin, 1975, Belief, Attitude, Intention and Behavior
- 10.2307/1251946 · DOI · Paper page
- 10.1287/mksc.1040.0071 · DOI · Paper page
- 10.1287/mnsc.44.9.1249 · DOI
- 10.1002/(SICI)1520-6653(200021)14:2<2::AID-DIR1>3.0.CO;2-N · DOI
- 10.1509/jmkg.69.3.115.66364 · DOI
- 10.1509/jmkg.64.3.34.18030 · DOI
- 10.1287/mksc.2.3.203 · DOI
- 10.1177/002224378802500402 · DOI · Paper page
- 10.1002/dir.10045 · DOI
- Gupta Sunil, 2005, Managing Customers as Investments
- 10.1002/(SICI)1522-7138(199721)11:2<7::AID-DIR3>3.0.CO;2-V · DOI · Paper page
- 10.1177/1094670502238915 · DOI · Paper page
- 10.1177/1094670502005001004 · DOI
- Ittner Christopher, 1996, Advances in the Management of Organizational Quality, 1, 1
- 10.2307/2491304 · DOI · Paper page
- 10.1023/B:QMEC.0000004845.25649.6c · DOI
- Jacoby Jacob, 1978, Brand Loyalty: Measurement and Management
- 10.2307/3172905 · DOI
- Jones Thomas, 1995, Harvard Bus. Rev., 73, 88
- 10.1080/01621459.1966.10480897 · DOI · Paper page
- Kalbfleisch John, 1980, Statistical Analysis of Failure Time Data
- 10.1287/mksc.1.3.243 · DOI
- 10.1287/mnsc.1040.0256 · DOI
- 10.1287/mksc.21.3.294.140 · DOI · Paper page
- 10.1016/S0167-8116(02)00121-0 · DOI · Paper page
- Kamakura Wagner, 2006, Marketing Lett., 16, 279
- Keiningham Timothy, 2005, Loyalty Myths
- 10.1016/S0148-2963(96)00284-6 · DOI
- 10.1016/0040-1625(95)00012-Y · DOI
- 10.2307/3152110 · DOI
- 10.1023/A:1024682529912 · DOI
- 10.1509/jmkr.43.2.276 · DOI · Paper page
- 10.1287/mnsc.1050.0373 · DOI
- 10.1509/jmkg.2005.69.4.230 · DOI
- 10.1509/jmkr.42.2.233.62288 · DOI
- 10.1177/109467059800100103 · DOI
- Loveman Gary, 2003, Harvard Bus. Rev., 81, 109
- 10.2307/1251745 · DOI · Paper page
- 10.1287/mksc.18.2.95 · DOI · Paper page
- Manchanda Puneet, 2005, J. Marketing Res.
- 10.1177/109467050142002 · DOI
- 10.1002/mar.4220060305 · DOI
- McLaughlin John P., 1993, AIC Customer Satisfaction Measurement Conf.
- 10.1177/002224299906300206 · DOI
- 10.1287/mksc.1050.0142 · DOI · Paper page
- 10.2307/3172742 · DOI · Paper page
- 10.2307/1252308 · DOI · Paper page
- 10.1086/209332 · DOI
- 10.2307/3172706 · DOI · Paper page
- 10.1002/smj.4250160106 · DOI
- Nelson Eugene, 1992, J. Health Care Marketing, 6
- 10.1509/jmkr.43.2.204 · DOI · Paper page
- Ngobo Paul Valentin, 1999, Advances in Consumer Research, 469
- 10.1509/jmkg.65.3.1.18332 · DOI
- 10.1086/209358 · DOI · Paper page
- Oliver Richard, 1997, Satisfaction: A Behavioral Perspective on the Consumer
- Parasuraman A., 1988, J. Retailing, 64, 12
- 10.2307/1252255 · DOI · Paper page
- 10.1002/(SICI)1520-6653(200021)14:2<43::AID-DIR4>3.0.CO;2-H · DOI · Paper page
- Reichheld Frederick F., 1996, The Loyalty Effect
- Reichheld Frederick F., 2003, Harvard Bus. Rev., 81, 46
- Reichheld Frederick F., 1990, Harvard Bus. Rev., 105
- 10.1509/jmkg.64.4.17.18077 · DOI · Paper page
- 10.1509/jmkg.67.1.77.18589 · DOI · Paper page
- 10.1509/jmkg.69.1.63.55511 · DOI
- Reynolds Kristy, 2000, J. Personal Selling Sales Management, 20, 89
- Rucci Anthony, 1998, Harvard Bus. Rev., 83
- 10.1016/0022-4359(93)90003-2 · DOI
- 10.2307/1252073 · DOI
- Sasser W. Earl, 1978, Management of Service Operations: Text and Cases
- 10.1287/mksc.13.1.41 · DOI · Paper page
- 10.1016/S0148-2963(99)00017-X · DOI
- 10.1016/S0167-8116(97)00022-0 · DOI · Paper page
- 10.1287/mksc.1050.0124 · DOI
- 10.1287/mnsc.1050.0504 · DOI
- 10.2307/3172645 · DOI
- 10.1509/jmkr.38.2.262.18848 · DOI · Paper page
- 10.1509/jmkr.41.1.31.25086 · DOI
- Thomas Jacquelyn, 2004, Harvard Bus. Rev., 82, 116
- 10.2307/3172652 · DOI
- 10.1509/jmkg.68.4.106.42728 · DOI · Paper page
- 10.1016/S0022-4359(01)00052-5 · DOI · Paper page
- 10.1177/0092070302303002 · DOI · Paper page
- Woodside Arch, 1989, J. Health Care Marketing, 9, 5
- Yi Youjae, 1990, Review of Marketing
- 10.2307/1251446 · DOI · Paper page
- Zeithaml Valarie A., 2004, Service Quality
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Undervalued or overvalued customers: Capturing total customer engagement value
Kumar, V., Aksoy, L., Donkers, B., Venkatesan, R., Wiesel, T., & Tillmanns, S. (2010) · Journal of Service Research · doi:10.1177/1094670510375602 · Cited by 1,382
Ganguli, S., & Roy, S. K. (2011) · International Journal of Bank Marketing · doi:10.1108/02652321111107648 · Cited by 357
Gaining customer experience insights that matter
McColl-Kennedy, J. R., Zaki, M., Lemon, K. N., Urmetzer, F., & Neely, A. (2019) · Journal of Service Research · doi:10.1177/1094670518812182 · Cited by 283
Referral Programs and Customer Value
Schmitt, P., Skiera, B., & Van den Bulte, C. (2011) · Journal of Marketing · doi:10.1509/jm.75.1.46 · Cited by 455
“The latter condition is likely to hold: referrers typically have a higher long-term likelihood to stay, which is why intention to refer is frequently used as an indicator of loyalty (Gupta and Zeithaml 2006).”
Background
Metadata
- Authors
- Gupta, S., & Zeithaml, V.
- Venue
- Marketing Science
- Published
- 2006-11
- Volume
- 25
- Issue
- 6
- Pages
- 718-739
- ISSN
- 0732-2399 (ISSN-L)
- 1526-548X
- OpenAlex
- W2115278118
- Cited by
- 914
- References
- 21
- FWCI
- 93.85
- Type
- journal article
- Language
- en
- Open access
- green
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