Leveraging Causal Inference to Measure the Impact of a Mental Health App on Users’ Well-being-Reference-Cited by-同舟云学术

Leveraging Causal Inference to Measure the Impact of a Mental Health App on Users’ Well-being

Published:2023-06-18 Issue: Volume: Page:
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Container-title:Proceedings of the 31st ACM Conference on User Modeling, Adaptation and Personalization
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Author:

Ruiz de Villa Aleix¹^ORCID,Sottocornola Gabriele¹^ORCID,Coba Ludovik²^ORCID,Maffei Giovanni³^ORCID,Lucchesi Federico¹^ORCID,Guerreiro João¹^ORCID,Skorulski Bartlomiej⁴^ORCID

Affiliation:

1. Koa Health, Spain

2. Expedia Group, United Kingdom

3. atai Life Sciences N.V., Germany

4. Meta, Spain

Publisher

ACM

Link

https://dl.acm.org/doi/pdf/10.1145/3565472.3592967

Reference49 articles.

1. Two-Stage Least Squares Estimation of Average Causal Effects in Models with Variable Treatment Intensity

2. World Medical Association . 2013. World Medical Association Declaration of Helsinki: Ethical Principles for Medical Research Involving Human Subjects. JAMA 310, 20 (11 2013 ), 2191–2194. https://doi.org/10.1001/jama.2013.281053 arXiv:https://jamanetwork.com/journals/jama/articlepdf/1760318/jsc130006.pdf 10.1001/jama.2013.281053 World Medical Association. 2013. World Medical Association Declaration of Helsinki: Ethical Principles for Medical Research Involving Human Subjects. JAMA 310, 20 (11 2013), 2191–2194. https://doi.org/10.1001/jama.2013.281053 arXiv:https://jamanetwork.com/journals/jama/articlepdf/1760318/jsc130006.pdf

3. Efficacy of a Web-Based Guided Recommendation Service for a Curated List of Readily Available Mental Health and Well-Being Mobile Apps for Young People: Randomized Controlled Trial

4. Patient Engagement and the Design of Digital Health

5. The Minimal Insomnia Symptom Scale (MISS)

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