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J·BJon BishopIndependent growth marketer

Buyer behavior · Empirical questionnaire study using structural equation modeling.

Trust and TAM in Online Shopping: An Integrated Model

MIS Quarterly · 2003

David Gefen, E. Karahanna, Detmar W. Straub

Summary

Trust, perceived usefulness and perceived ease of use jointly explained intended online-shopping behavior; trust complemented TAM.

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

Trust, perceived usefulness and perceived ease of use jointly explained intended online-shopping behavior; trust complemented TAM.

Research question

What the authors investigated

Does trust add explanatory power to TAM for online shopping?

Design

Empirical questionnaire study using structural equation modeling.

Sample and setting

Online shoppers evaluating an electronic-commerce website.

Scope and transfer

Limitations to keep in view

Cross-sectional perceptions and intention in one online-shopping context cannot establish behavior over time or generalize to subscription-product retention.

Research sources

The publisher abstract reports an integrated trust/TAM model and empirical testing in online shopping. 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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