{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,5,29]],"date-time":"2026-05-29T05:06:07Z","timestamp":1780031167398,"version":"3.53.1"},"reference-count":40,"publisher":"Frontiers Media SA","license":[{"start":{"date-parts":[[2026,5,29]],"date-time":"2026-05-29T00:00:00Z","timestamp":1780012800000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by\/4.0\/"}],"content-domain":{"domain":["frontiersin.org"],"crossmark-restriction":true},"short-container-title":["Front. Public Health"],"abstract":"<jats:sec>\n                    <jats:title>Introduction<\/jats:title>\n                    <jats:p>Digital transformation is one of the most pervasive social changes of the 21st century. Compared with children and older adults, young adults are most profoundly affected by digital transformation. This study examines the trajectory of young adults' mental health amid digital transformation, the association between internet use and young adults' mental health, and potential heterogeneity.<\/jats:p>\n                  <\/jats:sec>\n                  <jats:sec>\n                    <jats:title>Methods<\/jats:title>\n                    <jats:p>Drawing on data from the 2013 and 2023 waves of the Chinese General Social Survey (CGSS) and official statistics from the National Bureau of Statistics of China, this study constructed a composite indicator of mental health using principal component analysis (PCA) and factor analysis (FA), and examined the association between digital transformation and young adults' mental health.<\/jats:p>\n                  <\/jats:sec>\n                  <jats:sec>\n                    <jats:title>Results<\/jats:title>\n                    <jats:p>Against the backdrop of digital transformation, young adults' mental health declined. Internet use had a significant and robust non-linear association with young adults' mental health, with moderate use associated with better mental health. The positive association was stronger among men and urban residents, but weaker among young adults with higher educational attainment, higher socioeconomic status, and younger birth cohorts. However, once internet use became excessive, this positive association weakened substantially and began to reverse.<\/jats:p>\n                  <\/jats:sec>\n                  <jats:sec>\n                    <jats:title>Conclusion<\/jats:title>\n                    <jats:p>In the context of digital transformation, comprehensive societal changes are associated with an overall decline in young adults' mental health. However, moderate internet use can help alleviate negative emotions and promote young adults' mental health.<\/jats:p>\n                  <\/jats:sec>","DOI":"10.3389\/fpubh.2026.1800927","type":"journal-article","created":{"date-parts":[[2026,5,29]],"date-time":"2026-05-29T04:52:17Z","timestamp":1780030337000},"update-policy":"https:\/\/doi.org\/10.3389\/crossmark-policy","source":"Crossref","is-referenced-by-count":0,"title":["Digital transformation and mental health among young adults"],"prefix":"10.3389","volume":"14","author":[{"given":"Qin","family":"Zhang","sequence":"first","affiliation":[{"name":"School of Philosophy and Social Development, Shandong University","place":["Jinan, China"]}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Cuifang","family":"Du","sequence":"additional","affiliation":[{"name":"School of International Cooperation and Exchange, Weifang Engineering Vocational College","place":["Weifang, 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