Evidence map›Paper›PMID 42087535›Full record

ArticleJournal of adolescence2026

Between Dependence and Alienation: Understanding the Digital Minimalist Behavior of Chinese Millennials-An Analysis Based on SEM and fsQCA.

Chao Zhang, Yinze Hao, Jingwen Li

Abstract read
In one paragraph

Article in Journal of adolescence, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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0citing papers in PubMed
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1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

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2 · The registry

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3 · Its place in the literature

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0 citing papers in PubMed.

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4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

3 authors.

Chao ZhangSchool of Journalism and Communication, Henan University, Zhengzhou, China.ORCID https://orcid.org/0000-0002-6930-6505
Yinze HaoSchool of Journalism and Communication, Henan University, Zhengzhou, China.ORCID https://orcid.org/0009-0003-4593-9062
Jingwen LiSchool of Journalism and Communication, Henan University, Zhengzhou, China.ORCID https://orcid.org/0009-0001-7850-6795

Funding

Research and Practice Program on Higher Education Teaching Reform in Henan Province 2023SJGLX250Y
6 · The paper itself

Abstract

introductionFollowing rapid iterations in media technologies, Chinese millennials (born between 1980 and 1995) find themselves in a paradoxical state where digital saturation exists alongside fatigue, making them central practitioners of digital minimalist behavior.

methodsThis study, rooted in psychological reactance theory and the Technology Acceptance Model, employs a mixed-method design that integrates SEM and fsQCA to examine the determinants of digital minimalist behavior among Chinese millennials. Using 560 valid responses gathered from June to August 2025, SEM analyzes the net effects, while fsQCA identifies the configurational pathways associated with high levels of behavior.

resultsThe SEM results indicate that psychological reactance-related perceptions positively predict digital minimalist behavior, including inferred manipulative intent (β = 0.233, p < 0.001), perceived coercion (β = 0.182, p < 0.001), and perceived goal obstruction (β = 0.168, p < 0.01). Perceived Usefulness (β = -0.133, p < 0.01) and Perceived Ease of Use (β = -0.240, p < 0.001) negatively correlate with the behavior, while psychological reactance indirectly contributes to stronger digital minimalist behavior by weakening both perceptions. This indicates that when technology is perceived as intrusive, autonomy-threatening, or disruptive to goals, Chinese millennials are more inclined to adopt selective, context-specific minimalist adjustments, while functional dependence continues to constrain complete disconnection. The fsQCA further identifies six functionally equivalent configurational pathways, emphasizing the intricate nature of the causal conjunctions underlying this behavior.

conclusionThis study demonstrates that digital minimalist behavior among Chinese millennials is not a one-way exit but an ongoing process of digital adjustment under media-related pressures. It offers a context-specific perspective for understanding their anxieties in mediated everyday life.

Indexed as

Attitude to ComputersChinaDigital MediaEast Asian PeopleFemaleHumansLatent Class AnalysisMaleYoung AdultChinese millennialsdigital minimalist behaviormixed‐methods approachpsychological reactance theoryTechnology Acceptance Model (TAM)

Identifiers

PMID42087535
PMCPMC13338654

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.