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A user-centered approach was followed, considering the feedback of potential users and mental health professionals.<\/jats:p>\n                  <\/jats:sec>\n                  <jats:sec>\n                    <jats:title>Methods<\/jats:title>\n                    <jats:p>The study had three phases: (a) designing the intervention based on existing scientific literature; (b) piloting and evaluating the beta version involving potential users and health professionals; and (c) refining the intervention based on participants\u2019 suggestions. This iterative process aimed to refine the prevANS intervention before testing in a randomized controlled trial.<\/jats:p>\n                  <\/jats:sec>\n                  <jats:sec>\n                    <jats:title>Results<\/jats:title>\n                    <jats:p>The prevANS intervention provides personalized anxiety risk reports and components tailored to individuals\u2019 needs. Participants at low risk receive psychoeducation had access to a set of tools enhance protective factors. Moderate\/high-risk individuals also receive cognitive-behavioral training. Both groups have access to a reward system and forum. Results from the design evaluation indicate that the prevANS interface is attractive and user-friendly and the psychoeducational materials helpful and engaging. The cognitive-behavioral training module received positive feedback. Participants suggested changes related to usability, content clarity, attractiveness, and engagement, which were implemented afterwards.<\/jats:p>\n                  <\/jats:sec>\n                  <jats:sec>\n                    <jats:title>Conclusions<\/jats:title>\n                    <jats:p>This article describes the development of a personalized intervention for preventing anxiety disorders using a validated risk prediction algorithm. The prevANS intervention was designed based on current scientific literature by a team of experts employing a user-centered approach. Research on the effectiveness of information and communication technologies in mental health prevention interventions considering user needs and preferences is warranted.<\/jats:p>\n                  <\/jats:sec>","DOI":"10.1177\/20552076241292418","type":"journal-article","created":{"date-parts":[[2024,10,26]],"date-time":"2024-10-26T02:54:55Z","timestamp":1729911295000},"update-policy":"https:\/\/doi.org\/10.1177\/sage-journals-update-policy","source":"Crossref","is-referenced-by-count":1,"title":["Personalized online intervention based on a risk algorithm for the universal prevention of anxiety disorders: Design and development of the prevANS intervention"],"prefix":"10.1177","volume":"10","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-8503-1791","authenticated-orcid":false,"given":"Carmela","family":"Mart\u00ednez-Vispo","sequence":"first","affiliation":[{"name":"Department of Clinical Psychology and Psychobiology, University of Santiago de Compostela (USC), Santiago de Compostela, Spain"},{"name":"Institute of Research in Psychology (IPsiUS), University of Santiago de Compostela(USC), Santiago de Compostela, Spain"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-5083-3447","authenticated-orcid":false,"given":"Cristina","family":"Garc\u00eda-Hu\u00e9rcano","sequence":"additional","affiliation":[{"name":"Department of Personality, Evaluation and Psychological Treatment, University of M\u00e1laga (UMA), M\u00e1laga, Spain"},{"name":"Biomedical Research Institute of Malaga (IBIMA plataforma Bionand), M\u00e1laga, Spain"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Sonia","family":"Conejo-Cer\u00f3n","sequence":"additional","affiliation":[{"name":"Biomedical Research Institute of Malaga (IBIMA plataforma Bionand), M\u00e1laga, Spain"},{"name":"Chronicity, Primary Care and Health Promotion Research Network (RICAPSS), Barcelona, Spain"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Alberto","family":"Rodr\u00edguez-Morej\u00f3n","sequence":"additional","affiliation":[{"name":"Department of Personality, Evaluation and Psychological Treatment, University of M\u00e1laga (UMA), M\u00e1laga, Spain"},{"name":"Biomedical Research Institute of Malaga (IBIMA plataforma Bionand), M\u00e1laga, Spain"},{"name":"Chronicity, Primary Care and Health Promotion Research Network (RICAPSS), Barcelona, Spain"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Patricia","family":"Moreno-Peral","sequence":"additional","affiliation":[{"name":"Department of Personality, Evaluation and Psychological Treatment, University of M\u00e1laga (UMA), M\u00e1laga, Spain"},{"name":"Biomedical Research Institute of Malaga (IBIMA plataforma Bionand), M\u00e1laga, Spain"},{"name":"Chronicity, Primary Care and Health Promotion Research Network (RICAPSS), Barcelona, Spain"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"179","published-online":{"date-parts":[[2024,10,25]]},"reference":[{"key":"bibr1-20552076241292418","doi-asserted-by":"publisher","DOI":"10.31887\/DCNS.2015.17.3\/bbandelow"},{"key":"bibr2-20552076241292418","doi-asserted-by":"publisher","DOI":"10.1016\/S2215-0366(21)00395-3"},{"key":"bibr3-20552076241292418","doi-asserted-by":"publisher","DOI":"10.1016\/j.jad.2022.09.003"},{"key":"bibr4-20552076241292418","doi-asserted-by":"publisher","DOI":"10.1016\/S0140-6736(21)02143-7"},{"key":"bibr5-20552076241292418","doi-asserted-by":"publisher","DOI":"10.1007\/s40273-019-00849-7"},{"key":"bibr6-20552076241292418","doi-asserted-by":"publisher","DOI":"10.1017\/S2045796021000275"},{"key":"bibr7-20552076241292418","doi-asserted-by":"publisher","DOI":"10.1891\/9780826190123.ap02"},{"key":"bibr8-20552076241292418","doi-asserted-by":"publisher","DOI":"10.31887\/DCNS.2015.17.3\/akaczkurkin"},{"key":"bibr9-20552076241292418","doi-asserted-by":"publisher","DOI":"10.1186\/s12875-021-01445-5"},{"key":"bibr10-20552076241292418","doi-asserted-by":"publisher","DOI":"10.1007\/s00127-018-1501-6"},{"key":"bibr11-20552076241292418","doi-asserted-by":"publisher","DOI":"10.1001\/jamapsychiatry.2017.2509"},{"key":"bibr12-20552076241292418","doi-asserted-by":"publisher","DOI":"10.1016\/j.jad.2019.06.035"},{"key":"bibr13-20552076241292418","unstructured":"Statista. 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