The DOI matches its Crossref record; 5 of the 5 references it cites were found in a registry or an index.
The American Customer Satisfaction Index: Nature, Purpose, and Findings
Abstract
The American Customer Satisfaction Index (ACSI) is a new type of market-based performance measure for firms, industries, economic sectors, and national economies. The authors discuss the nature and purpose of ACSI and explain the theory underlying the ACSI model, the nation-wide survey methodology used to collect the data, and the econometric approach employed to estimate the indices. They also illustrate the use of ACSI in conducting benchmarking studies, both cross-sectionally and over time. The authors find customer satisfaction to be greater for goods than for services and, in turn, greater for services than for government agencies, as well as find cause for concern in the observation that customer satisfaction in the United States is declining, primarily because of decreasing satisfaction with services. The authors estimate the model for the seven major economic sectors for which data are collected. Highlights of the findings include that (1) customization is more important than reliability in determining customer satisfaction, (2) customer expectations play a greater role in sectors in which variance in production and consumption is relatively low, and (3) customer satisfaction is more quality-driven than value- or price-driven. The authors conclude with a discussion of the implications of ACSI for public policymakers, managers, consumers, and marketing in general.
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“Customer satisfaction, regarded as a post-purchase evaluation, plays a pivotal mediating role in shaping loyal customer behavior (Cronin et al., 2000;Fornell et al., 1996).”
From The MEDIATING ROLE OF CUSTOMER SATISFACTION IN THE RELATIONSHIP BETWEEN TRUST, EMOTIONAL BONDING, AND LOYALTY: EMPIRICAL EVIDENCE FROM AN SME AUTOMOTIVE WORKSHOP (2026) · cites this paper as Fornell et al., 1996
In the citing paper
“Third, customers' expectations of a product or service shape their evaluations of it (Anderson and Fornell 2000; Fornell et al. 1996; Szymanski and Hernard 2001) when they compare their experience with what they expected.”
From Mirage of Police Reform: Procedural Justice and Police Legitimacy (2017) · cites this paper as Fornell et al. 1996
Citations
Cites
Prospect Theory: An Analysis of Decision under Risk
Kahneman, D., & Tversky, A. (1979) · Econometrica · doi:10.2307/1914185 · Cited by 48,524
A Cognitive Model of the Antecedents and Consequences of Satisfaction Decisions
Oliver, R. L. (1980) · Journal of Marketing Research · doi:10.1177/002224378001700405 · Cited by 14,494
Construct validity in psychological tests.
Cronbach, L. J., & Meehl, P. E. (1955) · Psychological Bulletin · doi:10.1037/h0040957 · Cited by 11,195
A national customer satisfaction barometer: the Swedish experience
Fornell, C. (1992) · Journal of Marketing · doi:10.2307/1252129 · Cited by 5,641
Self-citationDefensive Marketing Strategy by Customer Complaint Management: A Theoretical Analysis
Fornell, C., & Wernerfelt, B. (1987) · Journal of Marketing Research · doi:10.1177/002224378702400401 · Cited by 1,395
Self-citation
Research works printed but not linked: 23
- American Society for Quality Control, 1995, American Customer Satisfaction Index: Methodology Report
- 10.1007/BF00993955 · DOI
- 10.1177/002224299405800304 · DOI
- Anderson Eugene W., 1996, working paper
- 10.1086/268840 · DOI
- Buzzell Robert D., 1990, Harvard Business Review, Reprint No. 90201, 68, 33
- 10.1177/002224299205600103 · DOI · Paper page
- 10.1287/mksc.14.3.G203 · DOI
- 10.1177/002224378201900406 · DOI
- Fornell Claes, 1995, Proceedings of the Juran Institute's Conference on Managing for Total Quality
- Fornell Claes, 1996, National Quality Research Center working paper
- 10.1016/0167-4870(93)90016-E · DOI
- Hirschman Albert O., 1970, Exit, Voice, and Loyalty—Responses to Decline in Firms, Organizations, and States
- Howard John A., 1977, Consumer Behavior: Application of Theory
- Ittner Christopher D., 1996, Advances in the Management of Organizational Quality, 1, 1
- 10.1086/209428 · DOI
- 10.1016/0167-4870(91)90016-M · DOI · Paper page
- Lancaster Kelvin, 1971, Consumer Demand: A New Approach
- Meyer Anton, 1994, Das Deutsche Kundenbarometer 1994
- National Quality Research Center, 1995, American Customer Satisfaction Index: Methodology Report, University of Michigan Business School
- Reichheld Fredrick F., 1990, Harvard Business Review, 68, 105
- Wold Herman, 1989, Theoretical Empiricism: A General Rationale for Scientific Model Building
- Yi Youjae, 1991, Review of Marketing 1990, 68
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Metadata
- Authors
- Fornell, C., Johnson, M. D., Anderson, E. W., Cha, J., & Bryant, B. E.
- Affiliations
- University of Michigan (US)
- ORCID
- Johnson, Michael D.
- Venue
- Journal of Marketing
- Publisher
- SAGE Publications
- Published
- 1996-10
- Volume
- 60
- Issue
- 4
- Pages
- 7-18
- ISSN
- 0022-2429 (ISSN-L)
- 1547-7185
- OpenAlex
- W2001916972
- Cited by
- 4,736
- References
- 5
- Citations by year
- 2026: 86 · 2025: 159 · 2024: 150 · 2023: 191 · 2022: 210 · 2021: 243 · 2020: 244 · 2019: 180 · 2018: 205 · 2017: 217 · 2016: 230 · 2015: 261 · 2014: 269 · 2013: 288 · 2012: 255
- FWCI
- 41.59
- Type
- journal article
- Language
- en
- Open access
- closed
- Locations
- Journal of Marketing (publishedVersion)
- Cornell Peter and Stephanie Nolan School of Hotel Administration (Cornell University) (submittedVersion)
- eCommons (Cornell University) (submittedVersion)
- Topics
- Social Sciences › Business, Management and Accounting › Marketing › Customer Service Quality and Loyalty
- Health Sciences › Health Professions › General Health Professions › Patient Satisfaction in Healthcare
- Social Sciences › Business, Management and Accounting › Marketing › Consumer Behavior and Marketing Influence
- Keywords
- American Customer Satisfaction Index, customer satisfaction, benchmarking, goods versus services, government agencies, economic sectors, customization, reliability, customer expectations, quality, price sensitivity
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