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Auteur de référence en rhumatologie
27 articles scientifiques publiés — un praticien à la pointe de la recherche
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JMIR mental health · 2025
Abstract Background Although web-based mental health resources have the potential to assist millions, particularly those who face barriers to treatment, most mental health website visitors disengage before accessing resources that can help improve their mental health. Objective We used a sequential multiple assignment randomized trial to test whether personalized tailoring improved engagement on a self-guided mental health website. Methods Data were collected via voluntary response sampling on the Mental Health America website. Inclusion criteria included residing in the United States and viewing a postscreening survey after completing the Patient Health Questionnaire-9 (PHQ-9). Participants were randomized to 1 of 2 postscreening survey conditions: the demographics survey or the Next Steps survey, which included additional tailoring questions assessing perceived need and participants’ intended next steps. Participants who viewed the following screening results page were subsequently randomized to 1 of 5 conditions that displayed nontailored or tailored messages and featured resources, as well as persistent general resources that did not vary by condition. Data were analyzed using logistic regressions predicting disengagement and clicks on featured resources (versus persistent general resources) by condition. Results Adding questions to inform tailoring significantly increased the odds of disengaging by 14% (demographics survey: 25%; Next Steps survey: 27.5%; odds ratio [OR] 1.14, 95% CI 1.11‐1.16; P <.001). Among participants who viewed a postscreening survey (n=169,647), 87,712 participants were randomized to the demographics survey condition, and 81,935 participants were randomized to the Next Steps survey condition. Among participants who submitted the demographics survey (n=38,490), tailoring resources to demographics reduced the odds of disengaging by 10% (OR 0.90, 95% CI 0.87‐0.94; P <.001) and, among those who engaged, increased the odds of clicking a featured resource versus a persistent general resource by 90% (OR 1.90, 95% CI 1.79‐2.01; P <.001). Among participants who submitted the Next Steps survey (n=34,204), tailoring messages to perceived need ( P =.33), tailoring resources to intended next steps ( P =.51), and a combination of both ( P =.52) did not significantly reduce the odds of disengaging compared with the nontailored condition. However, tailoring resources to intended next steps and combining a tailored message to perceived need with tailored resources to intended next steps increased the odds of clicking a featured resource by 25% (OR 1.25, 95% CI 1.14‐1.37; P <.001) and 34% (OR 1.34, 95% CI 1.23‐1.47; P <.001), respectively. Tailoring resources to demographics was significantly more effective in improving engagement than tailoring to perceived need or intended next steps ( P ≤.004). Conclusions There was a small but statistically significant cost to engagement from adding tailoring questions assessing perceived need and intended next steps. Among the strategies tested in this study, tailoring resources to demographics was the most effective strategy for increasing engagement among visitors who viewed their screening results. This study demonstrates how personalization may increase engagement with mental health websites and provides design implications for future research.
Experimental hematology · 2025
Scientific reports · 2025
Source PubMed · Recherche par auteur (homonymes possibles, vérifier l'affiliation).
The Journal of international medical research · 2026 · Journal Article
Been Sayeed SKJ, M M, Mahmud R, Rahman S, et al.
Tropical medicine and health · 2026 · Journal Article
Declerck C, Ferrier L, Boccarrossa A, Michaux C, et al.
Science translational medicine · 2026 · Journal Article
Foulon M, G Fraga A, Robbe-Saule M, Tarnaud F, et al.
Journal of bone and mineral research : the official journal of the American Society for Bone and Mineral Research · 2026 · Journal Article
Marion LA, Johannesdottir F, Nevarez CE, Wang JY, et al.
medRxiv : the preprint server for health sciences · 2026 · Journal Article
Virolainen SJ, Creighton K, Dashtiahangar M, Krishnamurthy D, et al.
Social science & medicine (1982) · 2026 · Journal Article
Boccarossa A, Marion E, Lepetit A, Briand M, et al.
Revue neurologique · 2025 · Journal Article
Marion MH, Flowers JM, Hicklin LA
Experimental hematology · 2025 · Journal Article
Conway AJ, Rosanwo TO, Williamson TE, Landry S, et al.
Scientific reports · 2025 · Journal Article
Abdallah N, Marion JM, Taguelmimt K, Bert J
Physiotherapy · 2026 · Letter
Rashid FA, M RP
Fundamental & clinical pharmacology · 2026 · Journal Article
Fougerou-Leurent C, Forteau L, Perrot-Loyer M, Renault A, et al.
European urology oncology · 2026 · Journal Article
Rozet F, Ruffion A, Lemercier P, Soulié M, et al.
JMIR mental health · 2025 · Journal Article
Rouvere J, Griffith Fillipo IR, Romanelli M, Sharma A, et al.
The International journal of social psychiatry · 2025 · Journal Article
Ranabhat CL, Marion JW, Jakovljevic M
JMIR mental health · 2025 · Journal Article
Rouvere J, Griffith Fillipo IR, Romanelli M, Sharma A, et al.
Health & place · 2026 · Journal Article
Lefebvre L, Marion E, Prédali F, Viola M, et al.
JMIR research protocols · 2025 · Journal Article
M A, Ahmad A, A A, Raj LS, et al.
Pediatric neurology · 2026 · Journal Article
Townsend EL, Kiefer M, Leiro B, Gillan E, et al.
Neurochemical research · 2026 · Journal Article
Lagamjis G, Slayton D, Lu H, Hoerner C, et al.
Physical review letters · 2026 · Journal Article
Abac AG, Abouelfettouh I, Acernese F, Ackley K, et al.
Physical review letters · 2025 · Journal Article
Guichard P, Dochain A, Marion R, de Picquendaele PC, et al.
Pediatric rheumatology online journal · 2026 · Journal Article
Anna R, Combier A, Hecquet S, Monnet D, et al.
BMC infectious diseases · 2026 · Journal Article
Brunac AC, Thouron C, Guy P, Guitard J, et al.
American journal of infection control · 2026 · Journal Article
Marion E, Amour S, Dananché C, Lévi C, et al.
PLoS biology · 2026 · Journal Article
Marion SB, Focht K, Hamid I, Iversen ES, et al.
Clinics in geriatric medicine · 2026 · Journal Article
Marion W, Neeland IJ
Gut microbes reports · 2026 · Journal Article
Bressuire C, Thirion F, Chiaravano L, Ngom SI, et al.
JMIR mental health · 2025 · Journal Article
Rouvere J, Griffith Fillipo IR, Romanelli M, Sharma A, et al.
JMIR mental health · 2025 · Journal Article
Rouvere J, Griffith Fillipo IR, Romanelli M, Sharma A, et al.