Digital Stress: Insights from Bibliometric, Scientometric, Meta-Analytic and Thematic Analyses

Digital stress, the psychological strain from constant connectivity, is a growing challenge, but the research field remains conceptually fragmented. This study aims to (1) map the evolution of digital stress research via bibliometric and scientometric analyses; (2) quantify measurement consistency through a meta-analysis of the Digital Stress Scale (DSS); and (3) synthesize thematic trends to clarify the construct's boundaries. A multi-method review was conducted, integrating bibliometric analysis of 215 documents (Scopus/WoS), Google Ngram analysis, a random-effects meta-analysis of 10 DSS studies (n = 8572), and a thematic analysis of keyword co-occurrence. Bibliometrics and Ngram analysis show the field is maturing, with publications rising sharply post-2020, distinguishing it from 'technostress.' The construct evolved from biomedical/engineering uses to a psychosocial concept linked to 'social media' and 'mental health.' The meta-analysis found a moderate pooled mean stress level (2.45 on a 1-5 scale, 95% CI: 2.12-2.78), falling within the 'average' range of U.S. norms. High heterogeneity (I<sup>2</sup> = 99.7%) confirmed that cultural and contextual factors significantly moderate stress levels. Thematic analysis identified four key dimensions: conceptual ambiguity, contextual moderators, the digital transformation paradox, and digital well-being. Digital stress is a distinct, multidimensional construct encompassing social-evaluative pressures beyond original technostress models. This review consolidates its theoretical boundaries and confirms the DSS's psychometric consistency, highlighting digital stress as a critical, context-dependent factor in human adaptation to technology.

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Publication Details

Journal
Healthcare
Published
2026-03-23
DOI
https://doi.org/10.3390/healthcare14060823
Primary Topic
Technostress in Professional Settings
Type
article
Field-Weighted Citation Impact
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article

Digital Stress: Insights from Bibliometric, Scientometric, Meta-Analytic and Thematic Analyses

Ahmed Alduais, Ahmed Yahya Almakrob
Healthcare
Technostress in Professional Settings
article

Digital Stress: Insights from Bibliometric, Scientometric, Meta-Analytic and Thematic Analyses

Ahmed Alduais, Ahmed Yahya Almakrob
article en

Abstract

Digital stress, the psychological strain from constant connectivity, is a growing challenge, but the research field remains conceptually fragmented. This study aims to (1) map the evolution of digital stress research via bibliometric and scientometric analyses; (2) quantify measurement consistency through a meta-analysis of the Digital Stress Scale (DSS); and (3) synthesize thematic trends to clarify the construct's boundaries. A multi-method review was conducted, integrating bibliometric analysis of 215 documents (Scopus/WoS), Google Ngram analysis, a random-effects meta-analysis of 10 DSS studies (n = 8572), and a thematic analysis of keyword co-occurrence. Bibliometrics and Ngram analysis show the field is maturing, with publications rising sharply post-2020, distinguishing it from 'technostress.' The construct evolved from biomedical/engineering uses to a psychosocial concept linked to 'social media' and 'mental health.' The meta-analysis found a moderate pooled mean stress level (2.45 on a 1-5 scale, 95% CI: 2.12-2.78), falling within the 'average' range of U.S. norms. High heterogeneity (I<sup>2</sup> = 99.7%) confirmed that cultural and contextual factors significantly moderate stress levels. Thematic analysis identified four key dimensions: conceptual ambiguity, contextual moderators, the digital transformation paradox, and digital well-being. Digital stress is a distinct, multidimensional construct encompassing social-evaluative pressures beyond original technostress models. This review consolidates its theoretical boundaries and confirms the DSS's psychometric consistency, highlighting digital stress as a critical, context-dependent factor in human adaptation to technology.

HealthcareVol. 14(6)
Prince Sattam Bin Abdulaziz University (SA), Norwegian University of Science and Technology (NO)
Openalex Percentile: Top 18%
Technostress in Professional Settings
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