{"title":"Institutional digitalization and digital stress: a four-wave observational study of teacher-reported AI-collaborative teaching in physical education.","authors":"Xiangyu Wang, Xiaoyun Wang","doi":"10.3389/fpsyg.2026.1973587","DOIUrl":null,"url":null,"abstract":"<p><strong>Introduction: </strong>How institutional digitalization relates to teachers' experience of work and subsequent artificial intelligence (AI)-supported practice remains unclear.</p><p><strong>Methods: </strong>Drawing on job demands-resources principles, we examined these relationships in a four-wave observational cohort of 961 physical education teachers from 120 Chinese institutions. We linked an organizational-source digitalization proxy to teacher questionnaires and a study-specific teacher-reported score of AI involvement in teaching tasks. Analyses adjusted for baseline practice and separated between-institution from teacher-relative associations.</p><p><strong>Results: </strong>Two of five primary tests met the Holm-adjusted criterion. The stress-related product of between-institution coefficients was negative (-0.099; pointwise 95% confidence interval [-0.184, -0.033]). The positive digitalization-stress association was weaker among teachers with higher digital self-efficacy relative to colleagues (interaction coefficient -0.101; [-0.168, -0.037]) but remained positive at the low, average, and high self-efficacy levels examined. The adjusted digitalization-practice association, appraisal-related coefficient product, and appraisal interaction did not meet the corrected criterion.</p><p><strong>Discussion: </strong>The findings connect the organization and experience of work with reported AI practice, emphasizing perceived digital work pressure and relative self-efficacy while complementing accounts centered on technology acceptance.</p>","PeriodicalId":12525,"journal":{"name":"Frontiers in Psychology","volume":"17 ","pages":"1973587"},"PeriodicalIF":3.8000,"publicationDate":"2026-10-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC13716614/pdf/","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Frontiers in Psychology","FirstCategoryId":"102","ListUrlMain":"https://doi.org/10.3389/fpsyg.2026.1973587","RegionNum":3,"RegionCategory":"心理学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"2026/1/1 0:00:00","PubModel":"eCollection","JCR":"Q2","JCRName":"PSYCHOLOGY, MULTIDISCIPLINARY","Score":null,"Total":0}
引用次数: 0
Abstract
Introduction: How institutional digitalization relates to teachers' experience of work and subsequent artificial intelligence (AI)-supported practice remains unclear.
Methods: Drawing on job demands-resources principles, we examined these relationships in a four-wave observational cohort of 961 physical education teachers from 120 Chinese institutions. We linked an organizational-source digitalization proxy to teacher questionnaires and a study-specific teacher-reported score of AI involvement in teaching tasks. Analyses adjusted for baseline practice and separated between-institution from teacher-relative associations.
Results: Two of five primary tests met the Holm-adjusted criterion. The stress-related product of between-institution coefficients was negative (-0.099; pointwise 95% confidence interval [-0.184, -0.033]). The positive digitalization-stress association was weaker among teachers with higher digital self-efficacy relative to colleagues (interaction coefficient -0.101; [-0.168, -0.037]) but remained positive at the low, average, and high self-efficacy levels examined. The adjusted digitalization-practice association, appraisal-related coefficient product, and appraisal interaction did not meet the corrected criterion.
Discussion: The findings connect the organization and experience of work with reported AI practice, emphasizing perceived digital work pressure and relative self-efficacy while complementing accounts centered on technology acceptance.
期刊介绍:
Frontiers in Psychology is the largest journal in its field, publishing rigorously peer-reviewed research across the psychological sciences, from clinical research to cognitive science, from perception to consciousness, from imaging studies to human factors, and from animal cognition to social psychology. Field Chief Editor Axel Cleeremans at the Free University of Brussels is supported by an outstanding Editorial Board of international researchers. This multidisciplinary open-access journal is at the forefront of disseminating and communicating scientific knowledge and impactful discoveries to researchers, academics, clinicians and the public worldwide. The journal publishes the best research across the entire field of psychology. Today, psychological science is becoming increasingly important at all levels of society, from the treatment of clinical disorders to our basic understanding of how the mind works. It is highly interdisciplinary, borrowing questions from philosophy, methods from neuroscience and insights from clinical practice - all in the goal of furthering our grasp of human nature and society, as well as our ability to develop new intervention methods.