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J·BJon BishopIndependent growth marketer

Product adoption · Two complementary participant studies (N=272 and N=112): Study 1 was conducted in two natural settings, while Study 2 randomly assigned participants to manipulated joint-versus-separate evaluation modes.

Separate Versus Joint Evaluation: The Roles of Evaluation Mode and Construal Level in Technology Adoption

MIS Quarterly · 2020

Candy K. Y. Ho, Weiling Ke, Hefu Liu, Patrick Y. K. Chau

Summary

In joint evaluation, higher construal level strengthened the effect of perceived ease of use but weakened perceived usefulness's effect on adoption; in separate evaluation these effects reversed. Thus, simply changing presentation mode can reverse technology choices and preferences.

For your marketing

Possible founder application

Use it as a product, platform or behavior mechanism reference rather than a direct forecast for a SaaS funnel.

Reported result

What the study found

In joint evaluation, higher construal level strengthened the effect of perceived ease of use but weakened perceived usefulness's effect on adoption; in separate evaluation these effects reversed. Thus, simply changing presentation mode can reverse technology choices and preferences.

Research question

What the authors investigated

How do joint versus separate evaluation contexts interact with construal level and technology factors (perceived ease of use and perceived usefulness) to influence technology-adoption decisions?

Design

Two complementary participant studies (N=272 and N=112): Study 1 was conducted in two natural settings, while Study 2 randomly assigned participants to manipulated joint-versus-separate evaluation modes.

Sample and setting

Participants evaluated two new e-learning systems, either jointly (JE) or separately (SE); the publisher page reports N=272 and N=112 for the two studies.

Scope and transfer

Limitations to keep in view

Not stated on the fetched publisher article page/abstract.

Research sources

The publisher abstract reports two studies (N=272 and N=112) involving two new e-learning systems, with natural-setting and randomized-mode designs, and explicitly reports the reversed perceived-ease-of-use/perceived-usefulness effects across joint and separate evaluation. Direct publisher-page retrieval was recorded on 2026-10-09; profile summarizes the accessible record and does not claim independent review of inaccessible full text.

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