{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,9,4]],"date-time":"2026-09-04T23:59:54Z","timestamp":1788566394135,"version":"build-2803163510"},"reference-count":73,"publisher":"Frontiers Media SA","license":[{"start":{"date-parts":[[2026,4,13]],"date-time":"2026-04-13T00:00:00Z","timestamp":1776038400000},"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:p>Chronic obstructive pulmonary disease (COPD) imposes a substantial global health burden, yet conventional management often fails to sustain patient engagement or deliver personalized education. Digital technologies now enable continuous, multidimensional data collection, creating an opportunity to transition from standardized care to dynamic, tailored health support. This perspective article proposes a data-driven \u201cassessment\u2013intervention\u2013feedback\u201d closed-loop framework for COPD health education. By integrating multisource data and leveraging intelligent analytics, the system personalizes educational content, optimizes delivery timing, and iteratively refines strategies based on real-world feedback. The framework enhances the relevance and long-term effectiveness of patient education, fostering improved self-management and health outcomes. We further outline its core components, implementation pathways, and key challenges\u2014such as digital equity and clinical integration\u2014to guide the development of scalable, evidence-based digital education solutions in COPD care.<\/jats:p>","DOI":"10.3389\/fpubh.2026.1806393","type":"journal-article","created":{"date-parts":[[2026,4,13]],"date-time":"2026-04-13T05:43:55Z","timestamp":1776059035000},"update-policy":"https:\/\/doi.org\/10.3389\/crossmark-policy","source":"Crossref","is-referenced-by-count":1,"title":["Data-driven closed-loop health education: constructing an integrated assessment\u2013intervention\u2013feedback pathway for digital COPD management\u2014a perspective"],"prefix":"10.3389","volume":"14","author":[{"given":"Yu","family":"Zhou","sequence":"first","affiliation":[{"name":"Department of Nursing Care, Baoji People\u2019s Hospital","place":["Baoji, 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