Published on in Vol 20, No 12 (2018): December

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/11254, first published .
Elements of Trust in Digital Health Systems: Scoping Review

Elements of Trust in Digital Health Systems: Scoping Review

Elements of Trust in Digital Health Systems: Scoping Review

Authors of this article:

Afua Adjekum1 Author Orcid Image ;   Alessandro Blasimme1 Author Orcid Image ;   Effy Vayena1 Author Orcid Image

Journals

  1. Shah P. Wireless monitoring in the ICU on the horizon. Nature Medicine 2020;26(3):316 View
  2. Baltaxe E, Czypionka T, Kraus M, Reiss M, Askildsen J, Grenkovic R, Lindén T, Pitter J, Rutten-van Molken M, Solans O, Stokes J, Struckmann V, Roca J, Cano I. Digital Health Transformation of Integrated Care in Europe: Overarching Analysis of 17 Integrated Care Programs. Journal of Medical Internet Research 2019;21(9):e14956 View
  3. Hossain M, Tasnim S, Sharma R, Sultana A, Shaik A, Faizah F, Kaur R, Uppuluri M, Sribhashyam M, Bhattacharya S. Digital interventions for people living with non-communicable diseases in India: A systematic review of intervention studies and recommendations for future research and development. DIGITAL HEALTH 2019;5 View
  4. Lingg M, Lütschg V. Health System Stakeholders’ Perspective on the Role of Mobile Health and Its Adoption in the Swiss Health System: Qualitative Study. JMIR mHealth and uHealth 2020;8(5):e17315 View
  5. Carland J, Elhage T, Baysari M, Stocker S, Marriott D, Taylor N, Day R. Would they trust it? An exploration of psychosocial and environmental factors affecting prescriber acceptance of computerised dose‐recommendation software. British Journal of Clinical Pharmacology 2021;87(3):1215 View
  6. Gille F, Vayena E, Blasimme A. Future-proofing biobanks’ governance. European Journal of Human Genetics 2020;28(8):989 View
  7. Halldorsdottir H, Thoroddsen A, Ingadottir B. Impact of technology-based patient education on modifiable cardiovascular risk factors of people with coronary heart disease: A systematic review. Patient Education and Counseling 2020;103(10):2018 View
  8. van Haasteren A, Gille F, Fadda M, Vayena E. Development of the mHealth App Trustworthiness checklist. DIGITAL HEALTH 2019;5 View
  9. Holzmann S, Holzapfel C. A Scientific Overview of Smartphone Applications and Electronic Devices for Weight Management in Adults. Journal of Personalized Medicine 2019;9(2):31 View
  10. Singh H, Armas A, Law S, Tang T, Steele Gray C, Cunningham H, Thombs R, Ellen M, Sritharan J, Nie J, Plett D, Jarach C, Thavorn K, Nelson M. How digital health solutions align with the roles and functions that support hospital to home transitions for older adults: a rapid review study protocol. BMJ Open 2021;11(2):e045596 View
  11. Bicket M, Iyengar V, States L. Addressing Inequities in Older Adults’ Health: A Role for Emerging Technologies. JAMA Health Forum 2021;2(4):e210680 View
  12. Lebcir R, Hill T, Atun R, Cubric M. Stakeholders’ views on the organisational factors affecting application of artificial intelligence in healthcare: a scoping review protocol. BMJ Open 2021;11(3):e044074 View
  13. Zuidema W, Graumans M, Oosterhuis J, van der Steeg A, van Heurn E. The Quality of Web Sites' Health Information on Minimal Invasive Repair of Pectus Excavatum Using the DISCERN Instrument. European Journal of Pediatric Surgery 2021;31(02):157 View
  14. Silvennoinen P. Professional Master’s Degree Students’ Perceptions on the Changes Digitalisation Imposes on Counselling in the Social and Health Care Sector. International Journal of Environmental Research and Public Health 2020;17(17):6243 View
  15. Roberts R, Flin R, Millar D, Corradi L. Psychological factors influencing technology adoption: A case study from the oil and gas industry. Technovation 2021;102:102219 View
  16. Hui C, McKinstry B, Fulton O, Buchner M, Pinnock H. Patients’ and Clinicians’ Perceived Trust in Internet-of-Things Systems to Support Asthma Self-management: Qualitative Interview Study. JMIR mHealth and uHealth 2021;9(7):e24127 View
  17. Schueller S. Grand Challenges in Human Factors and Digital Health. Frontiers in Digital Health 2021;3 View
  18. Street J, Fabrianesi B, Adams C, Flack F, Smith M, Carter S, Lybrand S, Brown A, Joyner S, Mullan J, Lago L, Carolan L, Irvine K, Wales C, Braunack‐Mayer A. Sharing administrative health data with private industry: A report on two citizens' juries. Health Expectations 2021;24(4):1337 View
  19. Garcia-Queiruga M, Margusino-Framinan L, Gutierrez Estoa M, Güeto Rial X, Capitán Guarnizo J, Martín-Herranz I. e-Interconsultations between a hospital pharmacy service and primary care pharmacy units in Spain. European Journal of Hospital Pharmacy 2021;28(4):202 View
  20. Cordeiro J. Digital Technologies and Data Science as Health Enablers: An Outline of Appealing Promises and Compelling Ethical, Legal, and Social Challenges. Frontiers in Medicine 2021;8 View
  21. Graham S, Stein N, Shemaj F, Branch O, Paruthi J, Kanick S. Older Adults Engage With Personalized Digital Coaching Programs at Rates That Exceed Those of Younger Adults. Frontiers in Digital Health 2021;3 View
  22. Győrffy Z, Békási S, Döbrössy B, Bognár V, Radó N, Morva E, Zsigri S, Tari P, Girasek E, Lim S. Exploratory attitude survey of homeless persons regarding telecare services in shelters providing mid- and long-term accommodation: The importance of trust. PLOS ONE 2022;17(1):e0261145 View
  23. Kreyenschulte T, Bohnet-Joschko S. Nutzung digitaler Innovationen durch Patient*innen im Versorgungsprozess – Ein Scoping Review. Das Gesundheitswesen 2023;85(01):48 View
  24. Vassolo R, Mac Cawley A, Tortorella G, Fogliatto F, Tlapa D, Narayanamurthy G. Hospital Investment Decisions in Healthcare 4.0 Technologies: Scoping Review and Framework for Exploring Challenges, Trends, and Research Directions. Journal of Medical Internet Research 2021;23(8):e27571 View
  25. Klingberg S, Motlhatlhedi M, Mabena G, Mooki T, Verdezoto N, Densmore M, Norris S, Leslie H. “Must you make an app?” A qualitative exploration of socio-technical challenges and opportunities for designing digital maternal and child health solutions in Soweto, South Africa. PLOS Global Public Health 2022;2(12):e0001280 View
  26. Belt R, Rahimi K, Cai S. Researching the hard-to-reach: a scoping review protocol of digital health research in hidden, marginal and excluded populations. BMJ Open 2022;12(9):e061361 View
  27. Sabri B, Saha J, Lee J, Murray S. Conducting Digital Intervention Research among Immigrant Survivors of Intimate Partner Violence: Methodological, Safety and Ethnical Considerations. Journal of Family Violence 2023;38(3):447 View
  28. Workman A, Johnston F, Campbell S, Williamson G, Lucani C, Bowman D, Cooling N, Jones P. Evaluating User Preferences, Comprehension, and Trust in Apps for Environmental Health Hazards: Qualitative Case Study. JMIR Formative Research 2022;6(12):e38471 View
  29. Liberman J, Davis T, Velligan D, Robinson D, Carpenter W, Jaeger C, Waters H, Ruetsch C, Forma F. Mental Health Care Provider's Perspectives Toward Adopting a Novel Technology to Improve Medication Adherence. Psychiatric Research and Clinical Practice 2022;4(2):61 View
  30. Maina A, Singh U. Rebuilding Stakeholder Confidence in Health-Relevant Big Data Applications: A Social Representations Perspective. Information 2022;13(9):441 View
  31. Tomczyk S. Appsolutely secure? Psychometric properties of the German version of an app information privacy concerns measure during COVID-19. Frontiers in Psychology 2022;13 View
  32. van de Vijver S, Hummel D, van Dijk A, Cox J, van Dijk O, Van den Broek N, Metting E. Evaluation of a Digital Self-management Platform for Patients With Chronic Illness in Primary Care: Qualitative Study of Stakeholders’ Perspectives. JMIR Formative Research 2022;6(8):e38424 View
  33. Gonzales A, Custodio R, Lapitan M, Ladia M. End Users' Perspectives on the Quality and Design of mHealth Technologies During the COVID-19 Pandemic in the Philippines: Qualitative Study. JMIR Formative Research 2023;7:e41838 View
  34. Moorthy K, Halliday L, Noor N, Peters C, Wynter-Blyth V, Urch C. Feasibility of Implementation and the Impact of a Digital Prehabilitation Service in Patients Undergoing Treatment for Oesophago-Gastric Cancer. Current Oncology 2023;30(2):1673 View
  35. Kickbusch I, Piselli D, Agrawal A, Balicer R, Banner O, Adelhardt M, Capobianco E, Fabian C, Singh Gill A, Lupton D, Medhora R, Ndili N, Ryś A, Sambuli N, Settle D, Swaminathan S, Morales J, Wolpert M, Wyckoff A, Xue L, Bytyqi A, Franz C, Gray W, Holly L, Neumann M, Panda L, Smith R, Georges Stevens E, Wong B. The Lancet and Financial Times Commission on governing health futures 2030: growing up in a digital world. The Lancet 2021;398(10312):1727 View
  36. Landerdahl Stridsberg S, Richardson M, Redekop K, Ehn M, Wamala Andersson S. Gray Literature in Evaluating Effectiveness in Digital Health and Health and Welfare Technology: A Source Worth Considering. Journal of Medical Internet Research 2022;24(3):e29307 View
  37. Egermark M, Blasiak A, Remus A, Sapanel Y, Ho D. Overcoming Pilotitis in Digital Medicine at the Intersection of Data, Clinical Evidence, and Adoption. Advanced Intelligent Systems 2022;4(9) View
  38. Braunack-Mayer A, Fabrianesi B, Street J, O'Shaughnessy P, Carter S, Engelen L, Carolan L, Bosward R, Roder D, Sproston K. Sharing Government Health Data With the Private Sector: Community Attitudes Survey. Journal of Medical Internet Research 2021;23(10):e24200 View
  39. Oshni Alvandi A, Bain C, Burstein F, Patman S. Understanding digital health ecosystem from Australian citizens’ perspective: A scoping review. PLOS ONE 2021;16(11):e0260058 View
  40. Jaworski B, Webb Hooper M, Aklin W, Jean-Francois B, Elwood W, Belis D, Riley W, Hunter C. Advancing digital health equity: Directions for behavioral and social science research. Translational Behavioral Medicine 2023;13(3):132 View
  41. Ito-Jaeger S, Perez Vallejos E, Logathasan S, Curran T, Crawford P. Young People’s Trust in Cocreated Web-Based Resources to Promote Mental Health Literacy: Focus Group Study. JMIR Mental Health 2023;10:e38346 View
  42. Jäger N, Dowthwaite L, Barnard P, Hughes A, das Nair R, Crepaz-Keay D, Cobb S, Lang A, Vayani F, Benford S. Reflections on RRI in “TAS for Health at Home”. Journal of Responsible Technology 2022;12:100049 View
  43. Peixoto M, Ferreira J, Oliveira L. Drivers for Teleconsultation Acceptance in Brazil: Patients’ Perspective during the COVID-19 Pandemic. Revista de Administração Contemporânea 2022;26(2) View
  44. Banerjee S, Alsop P, Jones L, Cardinal R. Patient and public involvement to build trust in artificial intelligence: A framework, tools, and case studies. Patterns 2022;3(6):100506 View
  45. Uncovska M, Freitag B, Meister S, Fehring L. Patient Acceptance of Prescribed and Fully Reimbursed mHealth Apps in Germany: An UTAUT2-based Online Survey Study. Journal of Medical Systems 2023;47(1) View
  46. Howell P, Aryal A, Wu C. Web-Based Patient Recommender Systems for Preventive Care: Protocol for Empirical Research Propositions. JMIR Research Protocols 2023;12:e43316 View
  47. Chew E, Teo S, Tang W, Ng D, Koh G, Teo V. Trust and Uncertainty in the Implementation of a Pilot Remote Blood Pressure Monitoring Program in Primary Care: Qualitative Study of Patient and Health Care Professional Views. JMIR Human Factors 2023;10:e36072 View
  48. Ferrario A, Luo M, Polsinelli A, Moseley S, Mehl M, Yordanova K, Martin M, Demiray B. Predicting Working Memory in Healthy Older Adults Using Real-Life Language and Social Context Information: A Machine Learning Approach. JMIR Aging 2022;5(1):e28333 View
  49. Jermutus E, Kneale D, Thomas J, Michie S. Influences on User Trust in Healthcare Artificial Intelligence: A Systematic Review. Wellcome Open Research 2022;7:65 View
  50. Temple A, Hamilton K, Bryce C, Griffiths F, Sturt J. Perspective on digital communication with health professions from close supporters of young people with long-term health conditions (The LYNC Study). DIGITAL HEALTH 2022;8:205520762210925 View
  51. De Sutter E, Verreydt S, Yskout K, Geerts D, Borry P, Outtier A, Ferrante M, Vandermeulen C, Vanmechelen N, Van der Schueren B, Huys I. Using provocative design to foster electronic informed consent innovation. BMC Medical Informatics and Decision Making 2022;22(1) View
  52. Ito‐Jaeger S, Perez Vallejos E, Curran T, Crawford P. What's Up With Everyone? A qualitative study on young people's perceptions of cocreated online animations to promote mental health literacy. Health Expectations 2022;25(4):1633 View
  53. Rahimi-Ardabili H, Magrabi F, Coiera E. Digital health for climate change mitigation and response: a scoping review. Journal of the American Medical Informatics Association 2022;29(12):2140 View
  54. Smith A, Davis M, MacGibbon J, Broady T, Ellard J, Rule J, Cook T, Duck-Chong E, Holt M, Newman C. Engaging Stigmatised Communities in Australia with Digital Health Systems: Towards Data Justice in Public Health. Sexuality Research and Social Policy 2023;20(3):1220 View
  55. Ruotsalainen P, Blobel B, Pohjolainen S. Privacy and Trust in eHealth: A Fuzzy Linguistic Solution for Calculating the Merit of Service. Journal of Personalized Medicine 2022;12(5):657 View
  56. Landers C, Vayena E, Amann J, Blasimme A. Stuck in translation: Stakeholder perspectives on impediments to responsible digital health. Frontiers in Digital Health 2023;5 View
  57. Chan Y, Tang Y, Teng L. A comparative analysis of digital health usage intentions towards the adoption of virtual reality in telerehabilitation. International Journal of Medical Informatics 2023;174:105042 View
  58. Wang J, Shahzad F, Ashraf S. Elements of information ecosystems stimulating the online consumer behavior: A mediating role of cognitive and affective trust. Telematics and Informatics 2023;80:101970 View
  59. Rosenlund M, Kinnunen U, Saranto K. The Use of Digital Health Services Among Patients and Citizens Living at Home: Scoping Review. Journal of Medical Internet Research 2023;25:e44711 View
  60. Mohamed H, Salsberg J, Kelly D, Machado A. An integrative review protocol on interventions to improve users’ ability to identify trustworthy online health information. PLOS ONE 2023;18(4):e0284028 View
  61. Spector-Bagdady K, Armoundas A, Arnaout R, Hall J, Yeager McSwain B, Knowles J, Price W, Rawat D, Riegel B, Wang T, Wiley K, Chung M. Principles for Health Information Collection, Sharing, and Use: A Policy Statement From the American Heart Association. Circulation 2023;148(13):1061 View
  62. Ito-Jaeger S, Lane G, Dowthwaite L, Webb H, Patel M, Rawsthorne M, Portillo V, Jirotka M, Perez Vallejos E. TrustScapes: A Visualisation Tool to Capture Stakeholders’ Concerns and Recommendations About Data Protection, Algorithmic Bias, and Online Safety. International Journal of Qualitative Methods 2023;22 View
  63. Rathbone A, Stumpf S, Claisse C, Sillence E, Coventry L, Brown R, Durrant A, Kocaballi B. People with long-term conditions sharing personal health data via digital health technologies: A scoping review to inform design. PLOS Digital Health 2023;2(5):e0000264 View
  64. Venkatasubramanian A. A digital health trust framework guided by values from the science of yoga. Oxford Open Digital Health 2023;1 View
  65. Pergolizzi Jr. J, LeQuang J, Vasiliu-Feltes I, Breve F, Varrassi G. Brave New Healthcare: A Narrative Review of Digital Healthcare in American Medicine. Cureus 2023 View
  66. Sampson F, Knowles E, Long J, Turner J, Coster J. How could online NHS 111 reduce demand for the telephone NHS 111 service? Qualitative study of user and staff views. Emergency Medicine Journal 2024;41(1):34 View
  67. Těšinová J, Dobiášová K, Dušek Z, Tobiášová A. Development of telemedicine in the Czech Republic from patients’ and other key stakeholders’ perspective. Frontiers in Public Health 2023;11 View
  68. Ramachandran M, Brinton C, Wiljer D, Upshur R, Gray C. The impact of eHealth on relationships and trust in primary care: a review of reviews. BMC Primary Care 2023;24(1) View
  69. Hurvitz N, Ilan Y. The Constrained-Disorder Principle Assists in Overcoming Significant Challenges in Digital Health: Moving from “Nice to Have” to Mandatory Systems. Clinics and Practice 2023;13(4):994 View
  70. Demirci H, Yardan E. Data management in the digital health environment scale development study*. BMC Health Services Research 2023;23(1) View
  71. Thomassen E, Berg I, Kristianslund E, Tveter A, Østerås N. Willingness, perceived facilitators and barriers to use remote care among healthcare professionals – a cross-sectional study. BMC Health Services Research 2023;23(1) View
  72. Catapan S, Haydon H, Hickman I, Webb L, Isbel N, Johnson D, Campbell K, Mayr H, Canfell O, Scuffham P, Burton N, Caffery L, Smith A, Kelly J. Trust and confidence in using telehealth in people with chronic kidney disease: A cross-sectional study. Journal of Telemedicine and Telecare 2023;29(10_suppl):16S View
  73. Williams V, Peachey L. Digital health systems may not fully incorporate the nursing process thus posing a risk to effective clinical decision-making. Evidence Based Nursing 2024;27(4):129 View
  74. Popa V, Geissler J, Vermeulen R, Priest E, Capperella K, Susuzlu G, Terry S, Brooke N. Delivering Digital Health Solutions that Patients Need: A Call to Action. Therapeutic Innovation & Regulatory Science 2024;58(2):236 View
  75. De Sutter E, Geerts D, Yskout K, Verreydt S, Borry P, Barbier L, Huys I. Testing and Practical Implementation of a User-Friendly Personalized and Long-Term Electronic Informed Consent Prototype in Clinical Research: Mixed Methods Study. Journal of Medical Internet Research 2023;25:e46306 View
  76. Lim J, Yu H, Kwon Y, Do J, Hwang J. Feasibility of digital technology-supported home exercise intervention for health promotion in community-dwelling older adults: A pilot randomized controlled trial. Heliyon 2024;10(3):e24933 View
  77. Steele Gray C, Ramachandran M, Brinton C, Forte M, Loganathan M, Walsh R, Callaghan J, Upshur R, Wiljer D. Digitally mediated relationships: How social representation in technology influences the therapeutic relationship in primary care. Social Science & Medicine 2024;353:116962 View
  78. Dennard S, Patel R, Garety P, Edwards C, Gumley A. A systematic review of users experiences of using digital interventions within psychosis: a thematic synthesis of qualitative research. Social Psychiatry and Psychiatric Epidemiology 2024 View
  79. Lehmann M, Jones L, Schirmann F. App Engagement as a Predictor of Weight Loss in Blended-Care Interventions: Retrospective Observational Study Using Large-Scale Real-World Data. Journal of Medical Internet Research 2024;26:e45469 View
  80. Ng W, Lau N, Lee V, Vijayakumar S, Leong Q, Ooi S, Su L, Lee Y, Chan S, Blasiak A, Ho D. Shaping Adoption and Sustained Use Across the Maternal Journey: Qualitative Study on Perceived Usability and Credibility in Digital Health Tools. JMIR Human Factors 2024;11:e59269 View
  81. Riley M, Kilkenny M, Robinson K, Leggat S. Researchers’ perceptions of the trustworthiness, for reuse purposes, of government health data in Victoria, Australia: Implications for policy and practice. Health Information Management Journal 2024 View
  82. Alquran H, Banitaan S, Bari T, Chavarkar Y, Bellamy A. The impact of trust, comfortability, usability and technophobia factors on acceptance of health information technology. Telematics and Informatics Reports 2024;15:100159 View
  83. Ma C, Adler R, Neidre D, Chen R, Northouse L, Rini C, Tan X, Song L. The Challenges and Strategies of Accrual and Retention During COVID-19 in a Randomized Controlled Trial Testing A Dyad-focused eHealth Intervention (Preprint). Journal of Medical Internet Research 2023 View
  84. Chandrashekar C, Shetty S, Radhakrishnan R. Evolution of biobanks and ethical governance for the emerging applications in biomedical research. Journal of Oral and Maxillofacial Pathology 2022;26(4):433 View
  85. Paccoud I, Leist A, Schwaninger I, van Kessel R, Klucken J. Socio-ethical challenges and opportunities for advancing diversity, equity, and inclusion in digital medicine. DIGITAL HEALTH 2024;10 View
  86. Tay E, Makeham M, Hargreaves A, Laba T, Baysari M. Prescription drug monitoring program in Australia: a qualitative study of stakeholders’ experiences and perceptions of a state-wide implementation. BMC Health Services Research 2024;24(1) View
  87. Padillah R. Sensitive personal health information, public trust, and biases in algorithmic decision-making: public health concerns in digital wellness. Journal of Public Health 2024 View
  88. Chow E, Virani A, Pinkney S, Abdulhussein F, van Rooij T, Görges M, Wasserman W, Bone J, Longstaff H, Amed S. Caregiver and Youth Characteristics That Influence Trust in Digital Health Platforms in Pediatric Care: Mixed Methods Study. Journal of Medical Internet Research 2024;26:e53657 View
  89. Catapan S, Snoswell C, Haydon H, Banbury A, Thomas E, Caffery L, Smith A, Kelly J. Trust and confidence in telehealth-delivered services: a nation-wide cross-sectional study. Health Marketing Quarterly 2024:1 View
  90. Howe S, Smak Gregoor A, Uyl-de Groot C, Wakkee M, Nijsten T, Wehrens R. Embedding artificial intelligence in healthcare: An ethnographic exploration of an AI-based mHealth app through the lens of legitimacy. DIGITAL HEALTH 2024;10 View

Books/Policy Documents

  1. Martinez-Martin N. Ethical Dimensions of Commercial and DIY Neurotechnologies. View
  2. Kaur H, Sahay S, Mukherjee A. The Future of Digital Work: The Challenge of Inequality. View
  3. Landers C, Wies B, Ienca M. Digital Therapeutics for Mental Health and Addiction. View
  4. Holzapfel C. Adipositas. View