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These papers are organized into four broad themes related to COVID-related impacts on (a) data collection, (b) measurement and missingness, (c) implementation supports and delivery considerations, and (d) broader pandemic impacts. The special issue concludes with a commentary focused on measurement and methodological considerations in analyzing data impacted by COVID-related disruptions. This set of papers provides insights for prevention science scholars and practitioners, illustrates lessons learned for managing pandemic-related data collection and design challenges, and highlights innovations in online data collection.\n                  <\/jats:p>","DOI":"10.1007\/s11121-026-01884-5","type":"journal-article","created":{"date-parts":[[2026,2,11]],"date-time":"2026-02-11T05:58:59Z","timestamp":1770789539000},"page":"1-5","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":0,"title":["Introduction to the Special Issue: Innovations and Strategies for Addressing COVID-19 Pandemic Related Challenges in Prevention Science Research in Applied Settings"],"prefix":"10.1007","volume":"27","author":[{"ORCID":"https:\/\/orcid.org\/0000-0003-2048-3225","authenticated-orcid":false,"given":"Catherine P.","family":"Bradshaw","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Antonio A.","family":"Morgan-L\u00f3pez","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Rashelle J.","family":"Musci","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2026,2,11]]},"reference":[{"key":"1884_CR1","doi-asserted-by":"publisher","DOI":"10.1007\/s11121-024-01706-6","volume-title":"Does being in-person matter?","author":"SAJ Basha","year":"2024","unstructured":"Basha, S. 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