This paper is in the following e-collection/theme issue:

Special Issue on Computing and Mental Health (2018) (33) Mobile Health (mhealth) (2972) mHealth for Data Collection and Research (972) mHealth for Symptom and Disease Monitoring, Chronic Disease Management (1421) Depression and Mood Disorders; Suicide Prevention (1384) Diagnostic Tools in Mental Health (246)

Published on in Vol 20, No 8 (2018): August

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/10130, first published .
Using Mobile Apps to Assess and Treat Depression in Hispanic and Latino Populations: Fully Remote Randomized Clinical Trial

Using Mobile Apps to Assess and Treat Depression in Hispanic and Latino Populations: Fully Remote Randomized Clinical Trial

Using Mobile Apps to Assess and Treat Depression in Hispanic and Latino Populations: Fully Remote Randomized Clinical Trial

Authors of this article:

Abhishek Pratap1, 2 Author Orcid Image ;   Brenna N Renn3 Author Orcid Image ;   Joshua Volponi4, 5 Author Orcid Image ;   Sean D Mooney1 Author Orcid Image ;   Adam Gazzaley4, 5 Author Orcid Image ;   Patricia A Arean3 Author Orcid Image ;   Joaquin A Anguera4, 5 Author Orcid Image
Article Authors Cited by (78) Tweetations (18) Metrics

Journals

  1. Marciniak M, Shanahan L, Rohde J, Schulz A, Wackerhagen C, Kobylińska D, Tuescher O, Binder H, Walter H, Kalisch R, Kleim B. Standalone Smartphone Cognitive Behavioral Therapy–Based Ecological Momentary Interventions to Increase Mental Health: Narrative Review. JMIR mHealth and uHealth 2020;8(11):e19836 View
  2. Christie G, Shepherd M, Merry S, Hopkins S, Knightly S, Stasiak K. Gamifying CBT to deliver emotional health treatment to young people on smartphones. Internet Interventions 2019;18:100286 View
  3. Sitapati A, Berkovich B, Arellano A, Scioscia A, Friedman L, Millen M, Maysent P, Tai-Seale M, Longhurst C. A case study of the 1115 waiver using population health informatics to address disparities. JAMIA Open 2020;3(2):178 View
  4. Pratap A, Neto E, Snyder P, Stepnowsky C, Elhadad N, Grant D, Mohebbi M, Mooney S, Suver C, Wilbanks J, Mangravite L, Heagerty P, Areán P, Omberg L. Indicators of retention in remote digital health studies: a cross-study evaluation of 100,000 participants. npj Digital Medicine 2020;3(1) View
  5. Schueller S, Hunter J, Figueroa C, Aguilera A. Use of Digital Mental Health for Marginalized and Underserved Populations. Current Treatment Options in Psychiatry 2019;6(3):243 View
  6. Dahne J, Collado A, Lejuez C, Risco C, Diaz V, Coles L, Kustanowitz J, Zvolensky M, Carpenter M. Pilot randomized controlled trial of a Spanish-language Behavioral Activation mobile app (¡Aptívate!) for the treatment of depressive symptoms among united states Latinx adults with limited English proficiency. Journal of Affective Disorders 2019;250:210 View
  7. Pratap A, Allred R, Duffy J, Rivera D, Lee H, Renn B, Areán P. Contemporary Views of Research Participant Willingness to Participate and Share Digital Data in Biomedical Research. JAMA Network Open 2019;2(11):e1915717 View
  8. Sanchez C, Grzenda A, Varias A, Widge A, Carpenter L, McDonald W, Nemeroff C, Kalin N, Martin G, Tohen M, Filippou-Frye M, Ramsey D, Linos E, Mangurian C, Rodriguez C. Social media recruitment for mental health research: A systematic review. Comprehensive Psychiatry 2020;103:152197 View
  9. Bauer M, Glenn T, Geddes J, Gitlin M, Grof P, Kessing L, Monteith S, Faurholt-Jepsen M, Severus E, Whybrow P. Smartphones in mental health: a critical review of background issues, current status and future concerns. International Journal of Bipolar Disorders 2020;8(1) View
  10. Porras-Segovia A, Díaz-Oliván I, Gutiérrez-Rojas L, Dunne H, Moreno M, Baca-García E. Apps for Depression: Are They Ready to Work?. Current Psychiatry Reports 2020;22(3) View
  11. Lv Q, Jiang Y, Qi J, Zhang Y, Zhang X, Fang L, Tu L, Yang M, Liao Z, Zhao M, Guo X, Qiu M, Gu J, Lin Z. Using Mobile Apps for Health Management: A New Health Care Mode in China. JMIR mHealth and uHealth 2019;7(6):e10299 View
  12. Friis-Healy E, Nagy G, Kollins S. It Is Time to REACT: Opportunities for Digital Mental Health Apps to Reduce Mental Health Disparities in Racially and Ethnically Minoritized Groups. JMIR Mental Health 2021;8(1):e25456 View
  13. Soderlund P, Martinez Hollingsworth A, Heilemann M. Participant Engagement in a Transmedia Storytelling Web-Based App Intervention for Mental Health of Latina Women: Qualitative Analysis. JMIR Mental Health 2021;8(1):e22575 View
  14. Liu J, Xu K, Zhu G, Zhang Q, Li X. Effects of smartphone-based interventions and monitoring on bipolar disorder: A systematic review and meta-analysis. World Journal of Psychiatry 2020;10(11):272 View
  15. Brøgger-Mikkelsen M, Ali Z, Zibert J, Andersen A, Thomsen S. Online Patient Recruitment in Clinical Trials: Systematic Review and Meta-Analysis. Journal of Medical Internet Research 2020;22(11):e22179 View
  16. Pratap A, Grant D, Vegesna A, Tummalacherla M, Cohan S, Deshpande C, Mangravite L, Omberg L. Evaluating the Utility of Smartphone-Based Sensor Assessments in Persons With Multiple Sclerosis in the Real-World Using an App (elevateMS): Observational, Prospective Pilot Digital Health Study. JMIR mHealth and uHealth 2020;8(10):e22108 View
  17. Morriss R, Kaylor-Hughes C, Rawsthorne M, Coulson N, Simpson S, Guo B, James M, Lathe J, Moran P, Tata L, Williams L. A Direct-to-Public Peer Support Program (Big White Wall) Versus Web-Based Information to Aid the Self-management of Depression and Anxiety: Results and Challenges of an Automated Randomized Controlled Trial. Journal of Medical Internet Research 2021;23(4):e23487 View
  18. Anguera J, Schachtner J, Simon A, Volponi J, Javed S, Gallen C, Gazzaley A. Long-term maintenance of multitasking abilities following video game training in older adults. Neurobiology of Aging 2021;103:22 View
  19. Hilty D, Armstrong C, Luxton D, Gentry M, Krupinski E. A Scoping Review of Sensors, Wearables, and Remote Monitoring For Behavioral Health: Uses, Outcomes, Clinical Competencies, and Research Directions. Journal of Technology in Behavioral Science 2021;6(2):278 View
  20. Bracken B, Potoczny-Jones I, Wolcott J, Raffaele E, Woodward L, Gogoel C, Kiourtis N, Schulte B, Arean P, Farry M. Development of Human-Out-of-the-Loop Participant Recruitment, Data Collection, Data Handling, and Participant Management System. Proceedings of the Human Factors and Ergonomics Society Annual Meeting 2020;64(1):1770 View
  21. Wu A, Scult M, Barnes E, Betancourt J, Falk A, Gunning F. Smartphone apps for depression and anxiety: a systematic review and meta-analysis of techniques to increase engagement. npj Digital Medicine 2021;4(1) View
  22. Muñoz A, Camacho E, Torous J. Marketplace and Literature Review of Spanish Language Mental Health Apps. Frontiers in Digital Health 2021;3 View
  23. Planas R, Yuguero O. Technological prescription: evaluation of the effectiveness of mobile applications to improve depression and anxiety. Systematic review. Informatics for Health and Social Care 2021;46(3):273 View
  24. Legemaat A, Semkovska M, Brouwer M, Geurtsen G, Burger H, Denys D, Bockting C. Effectiveness of cognitive remediation in depression: a meta-analysis. Psychological Medicine 2022;52(16):4146 View
  25. Tokgöz P, Hrynyschyn R, Hafner J, Schönfeld S, Dockweiler C. Digital Health Interventions in Prevention, Relapse, and Therapy of Mild and Moderate Depression: Scoping Review. JMIR Mental Health 2021;8(4):e26268 View
  26. Roy S, Aithal P, Bose R. Judging Mental Health Disorders Using Decision Tree Models. International Journal of Health Sciences and Pharmacy 2021:11 View
  27. Gonzalez C, Early J, Gordon-Dseagu V, Mata T, Nieto C. Promoting Culturally Tailored mHealth: A Scoping Review of Mobile Health Interventions in Latinx Communities. Journal of Immigrant and Minority Health 2021;23(5):1065 View
  28. Anna Marciniak M, Shanahan L, Rohde J, Ehrt Y, Schulz A, Wackerhagen C, Kobylińska D, Tüscher O, Binder H, Walter H, Kalisch R, Kleim B. Stand-Alone KVT-basierte Interventionen via Smartphone zur Förderung der psychischen Gesundheit. Nervenheilkunde 2021;40(07):558 View
  29. Uribe A, Rudt H, Leak T. Stakeholders’ Views on Mobile Applications to Deliver Infant and Toddler Feeding Education to Latina Mothers of Low Socioeconomic Status. Nutrients 2021;13(8):2569 View
  30. Saad A, Bruno D, Camara B, D’Agostino J, Bolea-Alamanac B. Self-directed Technology-Based Therapeutic Methods for Adult Patients Receiving Mental Health Services: Systematic Review. JMIR Mental Health 2021;8(11):e27404 View
  31. Pratap A, Homiar A, Waninger L, Herd C, Suver C, Volponi J, Anguera J, Areán P. Real-world behavioral dataset from two fully remote smartphone-based randomized clinical trials for depression. Scientific Data 2022;9(1) View
  32. Singer C, Porta C. Improving patient well‐being in the United States through care coordination interventions informed by social determinants of health. Health & Social Care in the Community 2022;30(6):2270 View
  33. Jakob R, Harperink S, Rudolf A, Fleisch E, Haug S, Mair J, Salamanca-Sanabria A, Kowatsch T. Factors Influencing Adherence to mHealth Apps for Prevention or Management of Noncommunicable Diseases: Systematic Review. Journal of Medical Internet Research 2022;24(5):e35371 View
  34. Serrano-Ripoll M, Zamanillo-Campos R, Fiol-DeRoque M, Castro A, Ricci-Cabello I. Impact of Smartphone App–Based Psychological Interventions for Reducing Depressive Symptoms in People With Depression: Systematic Literature Review and Meta-analysis of Randomized Controlled Trials. JMIR mHealth and uHealth 2022;10(1):e29621 View
  35. Kannampallil T, Ronneberg C, Wittels N, Kumar V, Lv N, Smyth J, Gerber B, Kringle E, Johnson J, Yu P, Steinman L, Ajilore O, Ma J. Design and Formative Evaluation of a Virtual Voice-Based Coach for Problem-solving Treatment: Observational Study. JMIR Formative Research 2022;6(8):e38092 View
  36. Castilla-Puentes R, Dagar A, Villanueva D, Jimenez-Parrado L, Valleta L, Falcone T. Digital conversations about depression among Hispanics and non-Hispanics in the US: a big‐data, machine learning analysis identifies specific characteristics of depression narratives in Hispanics. Annals of General Psychiatry 2021;20(1) View
  37. Rodrigues J, Santos C, Ventura C, Machado J. Mental Health Benefits of a Traditional Vegetative Biofeedback Therapy Online Program during the COVID-19 Lockdown: A Controlled Trial. Healthcare 2022;10(10):1843 View
  38. Goodson N, Wicks P, Morgan J, Hashem L, Callinan S, Reites J. Opportunities and counterintuitive challenges for decentralized clinical trials to broaden participant inclusion. npj Digital Medicine 2022;5(1) View
  39. Sociali A, Borgi M, Pettorruso M, Di Carlo F, Di Natale C, Tambelli A, Alessi M, Ciavoni L, Mosca A, Miuli A, Sensi S, Martinotti G, Zoratto F, Di Giannantonio M. What role for cognitive remediation in the treatment of depressive symptoms? A superiority and noninferiority meta‐analysis for clinicians. Depression and Anxiety 2022;39(7):586 View
  40. Leong Q, Sridhar S, Blasiak A, Tadeo X, Yeo G, Remus A, Ho D. Characteristics of Mobile Health Platforms for Depression and Anxiety: Content Analysis Through a Systematic Review of the Literature and Systematic Search of Two App Stores. Journal of Medical Internet Research 2022;24(2):e27388 View
  41. Zhang Y, Pratap A, Folarin A, Sun S, Cummins N, Matcham F, Vairavan S, Dineley J, Ranjan Y, Rashid Z, Conde P, Stewart C, White K, Oetzmann C, Ivan A, Lamers F, Siddi S, Rambla C, Simblett S, Nica R, Mohr D, Myin-Germeys I, Wykes T, Haro J, Penninx B, Annas P, Narayan V, Hotopf M, Dobson R. Long-term participant retention and engagement patterns in an app and wearable-based multinational remote digital depression study. npj Digital Medicine 2023;6(1) View
  42. Daniore P, Nittas V, von Wyl V. Enrollment and Retention of Participants in Remote Digital Health Studies: Scoping Review and Framework Proposal. Journal of Medical Internet Research 2022;24(9):e39910 View
  43. Oakley-Girvan I, Yunis R, Longmire M, Ouillon J. What Works Best to Engage Participants in Mobile App Interventions and e-Health: A Scoping Review. Telemedicine and e-Health 2021 View
  44. Comtois K, Mata-Greve F, Johnson M, Pullmann M, Mosser B, Arean P. Effectiveness of Mental Health Apps for Distress During COVID-19 in US Unemployed and Essential Workers: Remote Pragmatic Randomized Clinical Trial. JMIR mHealth and uHealth 2022;10(11):e41689 View
  45. Molloy A, Anderson P. Engagement with mobile health interventions for depression: A systematic review. Internet Interventions 2021;26:100454 View
  46. Ben-Zeev D, Chander A, Tauscher J, Buck B, Nepal S, Campbell A, Doron G. A Smartphone Intervention for People With Serious Mental Illness: Fully Remote Randomized Controlled Trial of CORE. Journal of Medical Internet Research 2021;23(11):e29201 View
  47. . Updates in Geriatric Psychiatry. Focus 2021;19(3):338 View
  48. Pool-Cen J, Carlos-Martínez H, Hernández-Chan G, Sánchez-Siordia O. Detection of Depression-Related Tweets in Mexico Using Crosslingual Schemes and Knowledge Distillation. Healthcare 2023;11(7):1057 View
  49. Anguera J, Rowe M, Volponi J, Elkurdi M, Jurigova B, Simon A, Anguera-Singla R, Gallen C, Gazzaley A, Marco E. Enhancing attention in children using an integrated cognitive-physical videogame: A pilot study. npj Digital Medicine 2023;6(1) View
  50. Harris C, Pozzar R, Conley Y, Eicher M, Hammer M, Kober K, Miaskowski C, Colomer-Lahiguera S. Big Data in Oncology Nursing Research: State of the Science. Seminars in Oncology Nursing 2023;39(3):151428 View
  51. Ghosh A, Cherian R, Wagle S, Sharma P, Kannan K, Bajpai A, Gupta N. An Unguided, Computerized Cognitive Behavioral Therapy Intervention (TreadWill) in a Lower Middle-Income Country: Pragmatic Randomized Controlled Trial. Journal of Medical Internet Research 2023;25:e41005 View
  52. Lenze E, Torous J, Arean P. Digital and precision clinical trials: innovations for testing mental health medications, devices, and psychosocial treatments. Neuropsychopharmacology 2024;49(1):205 View
  53. Hornstein S, Zantvoort K, Lueken U, Funk B, Hilbert K. Personalization strategies in digital mental health interventions: a systematic review and conceptual framework for depressive symptoms. Frontiers in Digital Health 2023;5 View
  54. Saad F, Eisenstadt M, Liverpool S, Carlsson C, Vainieri I. Self-Guided Mental Health Apps Targeting Racial and Ethnic Minority Groups: Scoping Review. JMIR Mental Health 2023;10:e48991 View
  55. Giebel G, Speckemeier C, Abels C, Plescher F, Börchers K, Wasem J, Blase N, Neusser S. Problems and Barriers Related to the Use of Digital Health Applications: Scoping Review. Journal of Medical Internet Research 2023;25:e43808 View
  56. Duarte-Díaz A, Perestelo-Pérez L, Gelabert E, Robles N, Pérez-Navarro A, Vidal-Alaball J, Solà-Morales O, Sales Masnou A, Carrion C. Efficacy, Safety, and Evaluation Criteria of mHealth Interventions for Depression: Systematic Review. JMIR Mental Health 2023;10:e46877 View
  57. Forbes A, Keleher M, Venditto M, DiBiasi F. Assessing Patient Adherence to and Engagement With Digital Interventions for Depression in Clinical Trials: Systematic Literature Review. Journal of Medical Internet Research 2023;25:e43727 View
  58. Moulaei K, Bahaadinbeigy K, Mashoof E, Dinari F. Design and development of a mobile-based self-care application for patients with depression and anxiety disorders. BMC Medical Informatics and Decision Making 2023;23(1) View
  59. Coe D, Bigirumurame T, Burgess M, Rouse J, Wroe C. Enablers and barriers to engaging under-served groups in research: Survey of the United Kingdom research professional’s views. NIHR Open Research 2023;3:37 View
  60. De Oliveira G, Cianelli R, Solorzano Martinez A, Villegas N, Iriarte E. Biopsychosocial Factors of Depression Among Hispanic Women Aged ≥50 Years. Journal of Psychosocial Nursing and Mental Health Services 2023;61(11):32 View
  61. Coe D, Bigirumurame T, Burgess M, Rouse J, Wroe C. Enablers and barriers to engaging under-served groups in research: Survey of the United Kingdom research professional’s views. NIHR Open Research 2023;3:37 View
  62. Delage N, Cantagrel N, Soriot-Thomas S, Frost M, Deleens R, Ginies P, Eschalier A, Corteval A, Laveyssière A, Phalip J, Bertin C, Pereira B, Chenaf C, Doreau B, Authier N, Kerckhove N. Mobile Health App and Web Platform (eDOL) for Medical Follow-Up of Patients With Chronic Pain: Cohort Study Involving the French eDOL National Cohort After 1 Year. JMIR mHealth and uHealth 2024;12:e54579 View
  63. Soltani Z, Parizad N, Radfar M, Alinejad V, Arzanlo M, Haghighi M. The effect of the Yara smartphone application on anxiety, sleep quality, and suicidal thoughts in patients with major depressive disorder in Iran: a randomized controlled trial. BMC Psychiatry 2024;24(1) View
  64. Pavlacic J, Hampton B, Young J, Witcraft S, Flores C, Vázquez A, Rheingold A. Systematic Review of Mindfulness-Based Ecological Momentary Interventions: Synthesizing Current Methods and Identifying Directions for Future Research. Journal of Technology in Behavioral Science 2024 View
  65. Dinesh D, Rao M, Sinha C. Language adaptations of mental health interventions: User interaction comparisons with an AI-enabled conversational agent (Wysa) in English and Spanish. DIGITAL HEALTH 2024;10 View
  66. Pempho J, Melvin M. Mental health support app with mood tracking and resources. i-manager's Journal on Mobile Applications and Technologies 2024;11(1):5 View
  67. Areán P, Pullmann M, Griffith Fillipo I, Wu J, Mosser B, Chen S, Heagerty P, Hull T. Randomized Trial of the Effectiveness of Videoconferencing-Based Versus Message-Based Psychotherapy on Depression. Psychiatric Services 2024;75(12):1184 View
  68. De La Torre S, El Mistiri M, Hekler E, Klasnja P, Marlin B, Pavel M, Spruijt-Metz D, Rivera D. Modeling engagement with a digital behavior change intervention (HeartSteps II): An exploratory system identification approach. Journal of Biomedical Informatics 2024;158:104721 View
  69. Omylinska-Thurston J, Aithal S, Liverpool S, Clark R, Moula Z, Wood J, Viliardos L, Rodríguez-Dorans E, Farish-Edwards F, Parsons A, Eisenstadt M, Bull M, Dubrow-Marshall L, Thurston S, Karkou V. Digital Psychotherapies for Adults Experiencing Depressive Symptoms: Systematic Review and Meta-Analysis. JMIR Mental Health 2024;11:e55500 View
  70. Niu Z, Rivera Y, Baskar J, Shanmugavel A, Manne S, Hudson S, Penedo F, Heckman C. Barriers and facilitators to skin cancer prevention among Hispanics: a qualitative study. BMC Public Health 2024;24(1) View
  71. Yin R, Martinengo L, Smith H, Subramaniam M, Griva K, Tudor Car L. The views and experiences of older adults regarding digital mental health interventions: a systematic review of qualitative studies. The Lancet Healthy Longevity 2024;5(11):100638 View
  72. Castro O, Salamanca-Sanabria A, Alattas A, Teepe G, Leidenberger K, Fleisch E, Tudor Car L, Muller-Riemenschneider F, Kowatsch T. Top-funded companies offering digital health interventions for the prevention and treatment of depression: a systematic market analysis. Archives of Public Health 2024;82(1) View

Books/Policy Documents

  1. Areán P, Allred R. Digital Therapeutics for Mental Health and Addiction. View
  2. Viana A, Trent E, Silva K. Comprehensive Clinical Psychology. View
  3. Rodrigues J, Oliveira F, Ribeiro C, Santos R. Digital Therapies in Psychosocial Rehabilitation and Mental Health. View
  4. Larsen M, Vo L, Pratap A, Peters D. Tasman’s Psychiatry. View
  5. Ruckau S, Schneider A, Rösch-Lehmann A. Gestaltung des Wandels im Dienstleistungsmanagement. View
  6. Larsen M, Vo L, Pratap A, Peters D. Tasman’s Psychiatry. View