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Expectancy-disconfirmation and consumer satisfaction: A meta-analysis

65
Citations
February 1, 2026
Published Date

Research Abstract & Technology Focus

Abstract

Expectancy-disconfirmation has been the dominant paradigm to explain the formation of consumer satisfaction for over 40 years. Within this paradigm, it is possible for expectations to have opposing effects on consumer satisfaction depending on the underlying psychological processes presupposed. In general, assimilation processes predict positive effects, while contrast processes predict negative effects. A comprehensive assessment of the empirical evidence for these positions is missing. Hence, we provide a meta-analysis of expectancy-disconfirmation research, using 150 records (
N
 = 58,597), to test the direct effects of perceived performance and performance expectations on consumer satisfaction, while also including disconfirmation as a mediator in each path (using meta-analytical path analysis). We found evidence for an overall
positive
relationship between expectations and consumer satisfaction (
r
 = .29 [0.24, 0.34]) and no evidence supporting contrast effects. Moderator analyses revealed that the positive correlation between performance expectations and consumer satisfaction was significantly stronger for predictive (vs. normative) expectations, for services (vs. goods), and for cross-sectional (vs. longitudinal and experimental) studies. Furthermore, we found an unexpected
downward
publication bias, which suggests that the true correlation between disconfirmation and consumer satisfaction is
higher
than the (already high) estimate we found. We discuss how future research can empirically scrutinize popular practitioner views and promote the development of causal explanations, account for non-linear effects, and elucidate the anomalous publication bias found here. 
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What is the core focus of the research titled 'Expectancy-disconfirmation and consumer satisfaction: A meta-analysis'?

This literature focuses on: Abstract Expectancy-disconfirmation has been the dominant paradigm to explain the formation of consumer satisfaction for over 40 years. Within this paradigm, it is possible for expectations to have opposing e...

Are there open-source GitHub repositories related to Expectancy-disconfirmation and consumer satisfaction: A meta-analysis?

Yes, open-source projects like JustVugg/colibri (Run GLM-5.2 (744B MoE) on a 25GB-RAM consumer machine — pure C, zero deps, experts streamed from disk. Tiny engine, immense model. 🐦) are actively building upon these concepts.

What other academic literature is closely related to 'Expectancy-disconfirmation and consumer satisfaction: A meta-analysis'?

Yes, highly correlated activity was mapped. An entry titled 'A Comprehensive 2022 Look at the Empirical Performance of Equity Premium Prediction' discusses this: Abstract Our paper reexamines whether 29 variables from 26 papers published after Goyal and Welch 2008, as well as the original 17 v...

Are there commercial applications of 'Expectancy-disconfirmation and consumer satisfaction: A meta-analysis' in market news publications?

Yes, highly correlated activity was mapped. An entry titled 'Subscription Economy' discusses this: The subscription economy is maturing, driving demand for enhanced management tools that offer consumers greater control over recurring payments. Co...

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  • GitHub
    JustVugg/colibri
    Run GLM-5.2 (744B MoE) on a 25GB-RAM consumer machine — pure C, zer...

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