Parallel mediation analysis of technology performance expectancy, technology paternalism and rumination on greater materialism

The theory of planned behavior explains consumers will act when they have favorable attitudes and the ability to make a change possible. Contemporary industrialized societies have generally accepted technological advancements because of their perceived benefits to daily efficiencies [(i.e. technology performance expectancy (TPE)]. In the digital era, technology has increased productivity and what consumers can own (e.g. smartphones with advanced capabilities). While research has studied TPE and adoption, less is known about how technology-related beliefs translate into broader motivational value orientations (e.g. materialism). Consumer electronics are material goods that also symbolize social status and are perceived as a source of happiness. Parallel mediation path analysis evinced TPE associated to greater materialism. TPE associated to less technology paternalism (mediator) and thereby greater materialism. TPE associated to less rumination (mediator) and thereby greater materialism. Business implications discuss how marketers can appeal to high-tech consumers.

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Publication Details

Journal
Cogent Business & Management
Published
2026-03-03
DOI
https://doi.org/10.1080/23311975.2026.2635181
Primary Topic
Technology Adoption and User Behaviour
Type
article
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article

Parallel mediation analysis of technology performance expectancy, technology paternalism and rumination on greater materialism

James Shum, Stephen Bok, Maria Lee
Cogent Business & Management
Technology Adoption and User Behaviour
article

Parallel mediation analysis of technology performance expectancy, technology paternalism and rumination on greater materialism

James Shum, Stephen Bok, Maria Lee
article en

Abstract

The theory of planned behavior explains consumers will act when they have favorable attitudes and the ability to make a change possible. Contemporary industrialized societies have generally accepted technological advancements because of their perceived benefits to daily efficiencies [(i.e. technology performance expectancy (TPE)]. In the digital era, technology has increased productivity and what consumers can own (e.g. smartphones with advanced capabilities). While research has studied TPE and adoption, less is known about how technology-related beliefs translate into broader motivational value orientations (e.g. materialism). Consumer electronics are material goods that also symbolize social status and are perceived as a source of happiness. Parallel mediation path analysis evinced TPE associated to greater materialism. TPE associated to less technology paternalism (mediator) and thereby greater materialism. TPE associated to less rumination (mediator) and thereby greater materialism. Business implications discuss how marketers can appeal to high-tech consumers.

Cogent Business & ManagementVol. 13(1)
California State University, East Bay (US), University of California, Irvine (US), Golden Gate University (US)
Decent work and economic growth
Openalex Percentile: Top 36%
Technology Adoption and User Behaviour
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Parallel mediation analysis of technology performance expectancy, technology paternalism and rumination on greater materialism — James Shum, Stephen Bok, et al. · Cogent Business & Management (2026) | TGRS Research Map | TGRS