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.
Overview
Integrity signals
Registry
Cites
Statistics
Verification
Claims the paper makes
Claims other papers make about this one
Each is checked against this paper’s own text: does it say what the citing paper says it does?
In the citing paper
“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
Cited by
Sorted by citations
A new criterion for assessing discriminant validity in variance-based structural equation modeling
Henseler, J., Ringle, C. M., & Sarstedt, M. (2015) · Journal of the Academy of Marketing Science · doi:10.1007/s11747-014-0403-8 · Cited by 38,459
An empirical comparison of the efficacy of covariance-based and variance-based SEM
Reinartz, W., Haenlein, M., & Henseler, J. (2009) · International Journal of Research in Marketing · doi:10.1016/j.ijresmar.2009.08.001 · Cited by 2,906
Hair, J. F., Hult, G. T. M., Ringle, C. M., Sarstedt, M., & Thiele, K. O. (2017) · Journal of the Academy of Marketing Science · doi:10.1007/s11747-017-0517-x · Cited by 2,712
Gustafsson, A., Johnson, M. D., & Roos, I. (2005) · Journal of Marketing · doi:10.1509/jmkg.2005.69.4.210 · Cited by 1,576
Self-citationUnderstanding e-learning continuance intention: An extension of the Technology Acceptance Model
Roca, J. C., Chiu, C.-M., & Martínez, F. J. (2006) · International Journal of Human-Computer Studies · doi:10.1016/j.ijhcs.2006.01.003 · Cited by 1,399
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
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
Statistics and arithmetic are recomputed, not judged.
Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.
What counts as a claim ›How we measure confidence ›How we check this ›
Are you an author, or do you see a problem with this page? Request a review
How to cite
Cite CoChat for the checks on this page, and the paper for its own findings.
- This page
- CoChat. (2026). Citation check: The American Customer Satisfaction Index: Nature, Purpose, and Findings. https://app.cochat.ai/papers/10.2307/1251898
- The paper
- Fornell, C., Johnson, M. D., Anderson, E. W., Cha, J., & Bryant, B. E. (1996). The American Customer Satisfaction Index: Nature, Purpose, and Findings. Journal of Marketing. https://doi.org/10.2307/1251898