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J·BJon BishopIndependent growth marketer

Retention · Field survey testing five hypotheses from an expectation-confirmation model.

Understanding Information Systems Continuance: An Expectation-Confirmation Model

MIS Quarterly · 2001

Anol Bhattacherjee

Summary

Continuance intention was determined by satisfaction with use and perceived usefulness of continued use; confirmation influenced satisfaction and usefulness.

For your marketing

Possible founder application

Use it as a behavioral mechanism or experiment-design reference, not a direct forecast for a SaaS funnel.

Reported result

What the study found

Continuance intention was determined by satisfaction with use and perceived usefulness of continued use; confirmation influenced satisfaction and usefulness.

Research question

What the authors investigated

What cognitive beliefs and affect explain continued rather than initial IS use?

Design

Field survey testing five hypotheses from an expectation-confirmation model.

Sample and setting

Online banking users with experience of the system.

Scope and transfer

Limitations to keep in view

Single service (online banking), field survey and intention outcome limit causal and cross-product inference.

Research sources

Publisher abstract: “Five research hypotheses… empirically validated using a field survey of online banking users”; it reports satisfaction and continued-use usefulness as determinants. Direct publisher-page retrieval was recorded on 2026-10-09; this profile uses publisher metadata/abstract and does not claim independent review of unavailable full text.

Additional research source ↗

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