Published on in Vol 7, No 11 (2021): November

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/30399, first published .
Defining Digital Public Health and the Role of Digitization, Digitalization, and Digital Transformation: Scoping Review

Defining Digital Public Health and the Role of Digitization, Digitalization, and Digital Transformation: Scoping Review

Defining Digital Public Health and the Role of Digitization, Digitalization, and Digital Transformation: Scoping Review

Journals

  1. Idaiani S, Hendarwan H, Herawati M. Disparities of Health Program Information Systems in Indonesia: A Cross-Sectional Indonesian Health Facility Research 2019. International Journal of Environmental Research and Public Health 2023;20(5):4384 View
  2. McDermott O, Foley I, Antony J, Sony M, Butler M. The Impact of Industry 4.0 on the Medical Device Regulatory Product Life Cycle Compliance. Sustainability 2022;14(21):14650 View
  3. Probst-Hensch N, Bochud M, Chiolero A, Crivelli L, Dratva J, Flahault A, Frey D, Kuenzli N, Puhan M, Suggs L, Wirth C. Swiss Cohort & Biobank – The White Paper. Public Health Reviews 2022;43 View
  4. Iyamu I, Gómez-Ramírez O, Xu A, Chang H, Watt S, Mckee G, Gilbert M. Challenges in the development of digital public health interventions and mapped solutions: Findings from a scoping review. DIGITAL HEALTH 2022;8:205520762211022 View
  5. Zhou S, Ni Z, Ogihara A, Wang X. Behavioral Patterns of Supply and Demand Sides of Health Services for the Elderly in Sustainable Digital Transformation: A Mixed Methods Study. International Journal of Environmental Research and Public Health 2022;19(13):8221 View
  6. Franchini M, Salvatori M, Denoth F, Molinaro S, Pieroni S. Participation in Low Back Pain Management: It Is Time for the To-Be Scenarios in Digital Public Health. International Journal of Environmental Research and Public Health 2022;19(13):7805 View
  7. Wang J, Xu Y. Digitalization, income inequality, and public health: Evidence from developing countries. Technology in Society 2023;73:102210 View
  8. Stankevičienė A, Budrionytė R, Baniulienė V. The effect of digital maturity level of workplace on perceived employee well-being as moderated by locus of control. Buhalterinės apskaitos teorija ir praktika 2022;(26):5 View
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  10. Busse T, Burner-Fritsch I, Deckers M, Münte C, Mühlensiepen F, Peuckmann-Post V, Giehl C. Digitalisierung in der Palliativversorgung – Chancen und Herausforderungen. Zeitschrift für Palliativmedizin 2023;24(05):226 View
  11. Zheng J, Li E, Liu T. From Web2.0 to Web5.0: The Psychological Belongingness of Gen-Z in the Context of Digital Diversification. International Journal of Human–Computer Interaction 2024;40(23):7924 View
  12. Konopik J, Blunck D. Development of an Evidence-Based Conceptual Model of the Health Care Sector Under Digital Transformation: Integrative Review. Journal of Medical Internet Research 2023;25:e41512 View
  13. Singh A, Bansod G, Mahajan M, Dietrich P, Singh S, Rav K, Thissen A, Bharde A, Rothenstein D, Kulkarni S, Bill J. Digital Transformation in Toxicology: Improving Communication and Efficiency in Risk Assessment. ACS Omega 2023;8(24):21377 View
  14. Yi K, Zhou Z, Wu Y, Zhang Q, Li X. Empathic connectivity of exhibition technology and users in the digital Transformation: An integrated method of social network analysis and LDA model. Advanced Engineering Informatics 2023;56:102019 View
  15. Cano-Marin E, Mora-Cantallops M, Sanchez-Alonso S. Prescriptive graph analytics on the digital transformation in healthcare through user-generated content. Annals of Operations Research 2023 View
  16. Helldén D, Tesfaye S, Gachen C, Lindstrand A, Källander K. Digital health funding for COVID-19 vaccine deployment across four major donor agencies. The Lancet Digital Health 2023;5(9):e627 View
  17. Leal Neto O, Von Wyl V. Digital Transformation of Public Health for Noncommunicable Diseases: Narrative Viewpoint of Challenges and Opportunities. JMIR Public Health and Surveillance 2024;10:e49575 View
  18. Gross N, Geiger S. Choreographing for public value in digital health?. Big Data & Society 2023;10(2) View
  19. Minartz P, Aumann C, Vondeberg C, Kuske S. Feeling safe in the context of digitalization in healthcare: a scoping review. Systematic Reviews 2024;13(1) View
  20. Petković G, Bradić-Martinović A, Lazić M. Skills development as an Indicator of the Serbian tourism digitalization progress. Ekonomika preduzeca 2024;72(1-2):137 View
  21. Hartigan-Go K, Prieto M, Castillo A, Eleazar E. Towards Integrated and Quality-Assured Health Service Delivery: Creating A Prototype of Health Smart Card in the Philippines. SSRN Electronic Journal 2024 View
  22. Stanimirovic D. Failures and fallacies of eHealth initiatives: Are we finally able to overcome the underlying theoretical and practical orthodoxies?. DIGITAL HEALTH 2024;10 View
  23. Ramachandran S, Chang H, Worthington C, Kushniruk A, Ibáñez-Carrasco F, Davies H, McKee G, Brown A, Gilbert M, Iyamu I. Digital Competencies and Training Approaches to Enhance the Capacity of Practitioners to Support the Digital Transformation of Public Health: Rapid Review of Current Recommendations. JMIR Public Health and Surveillance 2024;10:e52798 View
  24. Tamirat B, Mazuguni F, Bamutura M, Mercy K, Nyarko K, Tilahun B, Alinon K, Tebeje Y. Africa CDC spearheading the strengthening of health information exchange in Africa. The Lancet Digital Health 2024;6(6):e382 View
  25. Xue H. Towards sustainable development: Unveiling the impact of digital government on urban low-carbon development from a resource curse perspective. Resources Policy 2024;95:105118 View
  26. Ivanova I, Ivanova N, Atanasova B. Artificial intelligence in Laboratory medicine – let’s talk about it. Bulgarian Society of Medical Sciences Journal 2024;3:1 View
  27. BRÎNZAC M, UNGUREANU M, BUMBU M, BABA C. Enhancing Patient Communication Through Health Professionals’ Digital Literacy. Transylvanian Review of Administrative Sciences 2024;(72 E):5 View
  28. Lawrence K, Levine D. The Digital Determinants of Health: A Guide for Competency Development in Digital Care Delivery for Health Professions Trainees. JMIR Medical Education 2024;10:e54173 View
  29. Mayer N, Sotiropoulos G, Novoa N, Daddi N, Batirel H, Asadi N. Digital Transformation in Thoracic Surgery: a survey among the European Society of Thoracic Surgeons. Interdisciplinary CardioVascular and Thoracic Surgery 2024;39(1) View
  30. Alcides Loayza-Effio J, Huayta-Franco Y, Flores-Sotelo W. Systematic review protocol of digital divides in the medical sciences area. Salud, Ciencia y Tecnología 2024;4:750 View
  31. Mielitz A, Kulau U, Bublitz L, Bittner A, Friederichs H, Albrecht U. Teaching Digital Medicine to Undergraduate Medical Students With an Interprofessional and Interdisciplinary Approach: Development and Usability Study. JMIR Medical Education 2024;10:e56787 View
  32. Iyamu I, Kassam R, Worthington C, Grace D, Pedersen H, Haag D, Bondyra M, Salmon A, Koehoorn M, Gilbert M. Missed opportunities to provide sexually transmitted and blood-borne infections testing in British Columbia: An interpretive description of users’ experiences of Get Checked Online's design and implementation. DIGITAL HEALTH 2024;10 View
  33. Popa I, Ștefan S, Olariu A, Popa Ș. Integrating digitalization opportunities into innovative public organizations’ management process. Journal of Innovation & Knowledge 2024;9(4):100564 View
  34. Kuske S, Vondeberg C, Minartz P, Vöcking M, Obert L, Hemming B, Bleck C, Znotka M, Ose C, Heistermann P, Schmitz-Kießler J, Karrenbrock A, Cürlis D. Emotional and psychological safety in the context of digital transformation in healthcare: a mixed-method strategic foresight study. BMJ Health & Care Informatics 2024;31(1):e101048 View
  35. Maaß L, Badino M, Iyamu I, Holl F. Assessing the Digital Advancement of Public Health Systems Using Indicators Published in Gray Literature: Narrative Review. JMIR Public Health and Surveillance 2024;10:e63031 View
  36. Kaur H, Tripathi S, Chalga M, Benara S, Dhiman A, Gupta S, Nair S, Menon G, Gulati B, Sharma S, Sharma S. Unified Mobile App for Streamlining Verbal Autopsy and Cause of Death Assignment in India: Design and Development Study. JMIR Formative Research 2025;9:e59937 View
  37. Wang B, Khan I, Ge C, Naz H. Digital transformation of enterprises promotes green technology innovation – The regulated mediation model. Technological Forecasting and Social Change 2024;209:123812 View
  38. Feroz K, Kwak M. Digital Transformation (DT) and Artificial Intelligence (AI) Convergence in Organizations. Journal of Computer Information Systems 2024:1 View
  39. Ngan L. The Impact of Digital Technologies on the Transnational Aging Experience of Older Hong Kongers. Global Networks 2025;25(1) View
  40. Nana R, Gara L. Using Digital Learning Tools During the Ongoing MPOX Response in Africa: Proposing a Strategy. American Journal of Education and Information Technology 2024;8(2):122 View
  41. Petit P, Vuillerme N. Leveraging Administrative Health Databases to Address Health Challenges in Farming Populations: Scoping Review and Bibliometric Analysis (1975-2024). JMIR Public Health and Surveillance 2025;11:e62939 View
  42. Iyamu I, Ramachandran S, Chang H, Kushniruk A, Ibáñez-Carrasco F, Worthington C, Davies H, McKee G, Brown A, Gilbert M. Considerations for adapting digital competencies and training approaches to the public health workforce: an interpretive description of practitioners’ perspectives in Canada. BMC Public Health 2025;25(1) View
  43. Özkan A, Acar Z. Digitization in nursing processes and the use of clinical decision support systems: do they improve perinatal indicators?. BMC Pregnancy and Childbirth 2025;25(1) View
  44. Petit P, Vuillerme N. Global research trends on the human exposome: a bibliometric analysis (2005–2024). Environmental Science and Pollution Research 2025;32(13):7808 View
  45. Hrzic R, Buttigieg S, Wong B, Silva A, Conyard K, Codd M, Kostkova P, Schutte N, van Kessel R. Reflecting Digital Transformations in Public Health Curricula. Public Health Reviews 2025;46 View
  46. Bobrowicz‐Campos E, Camilo C, Pinheiro G. PROTOCOL: Attitudinal Factors Related to the Use of Digital Technologies in Health by Older Adults: An Overview of Reviews. Campbell Systematic Reviews 2025;21(1) View
  47. Nikulkin V, van Leersum C, Peine A. Key users and the creation of everyday relations with digital technologies in care. SSM - Qualitative Research in Health 2025;7:100547 View
  48. Henkel M, Perjons E, Borg K, Fors U, Johansson J, Möller M, Wåhlander C. Digiphysical Approach in Post-COVID Rehabilitation: Process-Oriented Tool Support and Solution Patterns. Complex Systems Informatics and Modeling Quarterly 2025;(42):1 View
  49. Güneş E, Arslan Y, Velioğlu H, Karahan Ç. Dijital Olgunluk Modelleri Üzerine Bibliyometrik Bir İnceleme. Bilişim Teknolojileri Dergisi 2025;18(2):99 View
  50. Zhang L, Jiang Y, Wu J. The role of digitization: an empirical study on the prediction and impact of changes in waste separation behavior in China. Waste Management 2025;203:114861 View
  51. Alkish I, Iyiola K, Alzubi A, Aljuhmani H. Does Digitization Lead to Sustainable Economic Behavior? Investigating the Roles of Employee Well-Being and Learning Orientation. Sustainability 2025;17(10):4365 View
  52. Chen K, Ding Z, Tao Q, Fu R, Zhu W. Analysis of the Coupled Coordination of Digital Economy and Public Health Services in China and Its Influencing Factors. Risk Management and Healthcare Policy 2025;Volume 18:1651 View
  53. Iyamu I, Haag D, Carson A, Wang I, King C, Roe I, Kerr K, Bartlett S, McKee G, Gilbert M. Opportunities and Challenges for an Organizational Digital Public Health Strategy in a Provincial Public Health Program in Canada: Qualitative Description of Practitioner Perspectives. JMIR Public Health and Surveillance 2025;11:e72588 View
  54. Raymond L, Motulsky A, Vial G, Ringeval M, Paré G. Navigating large-scale EHR implementations in public health systems: Lessons learned and recommendations from a rapid review. Health Informatics Journal 2025;31(2) View
  55. Vyatkina N, Borisova P, Krasnova A, Golikova N, Prisyazhnaya N. System for patient’s well-being monitoring at the postoperative stage in the short-stay hospital. Russian Journal of Preventive Medicine 2025;28(7):63 View
  56. Akatsuka E, Taguchi A, Miyagawa S, Sugiyama D. Development of a digital health competency scale for public health nurses. International Journal of Medical Informatics 2025;204:106076 View
  57. Thissen A, Salgado-Baez E, Fürstenau D, Delucchi Danhier R, Meske C, Kuss P, Angermair S, Spies C, Balzer F. Barriers and Facilitators of the Use of Computerized Critical Care Information Systems in the Intensive Care Unit: Qualitative Interview Study. Journal of Medical Internet Research 2025;27:e49254 View
  58. Amberger O, Lemke D, Müller H, Lüttel D, Schwappach D, Geraedts M, Müller B. Public perceptions of digitalisation and patient safety: a cross-sectional survey in Germany. BMJ Open 2025;15(9):e100516 View
  59. Guo X, Zhang X, Yang J, Wei J, Tamamine T, Lin J, Hu W. Digital transformation, entrepreneurship and total factor productivity of enterprises——empirical evidence from listed companies. International Entrepreneurship and Management Journal 2025;21(1) View
  60. Iyamu I, Ramachandran S, Chang H, Kushniruk A, Ibáñez-Carrasco F, Worthington C, Davies H, McKee G, Brown A, Gilbert M. Building the Workforce’s Capacity to Support the Digital Transformation of Public Health: Environmental Scan of Training Programs for Digital Technologies in Public Health. JMIR Public Health and Surveillance 2025;11:e73088 View
  61. Bertrand A, Escot N, Girodet M, Congiusta T, Baudry A, Demoor C, Christophe V. Digital Tools Used to Enhance the Quality of Life and Well-Being of Adolescent and Young Adult Cancer Survivors: A Systematic Review of the Literature. Journal of Adolescent and Young Adult Oncology 2025 View
  62. Champion A, Burrell A, Holtorf A, Di Bidino R, Earla J, Boltyenkov A, Tabata-Kelly M, Asche C, Seal B, Zrubka Z, Fotovvat H, Kilburg A, Weiss L, Zah V. Toward a Common Ground for Defining Digital Health Interventions, Mapping Digital Health Frameworks to PICOTS-ComTeC: An ISPOR Special Interest Group Report. Value in Health 2025 View
  63. Tortù C, Seghieri C, Doracaj D, Usheva N, Giménez-Legarre N, Manios Y. Understanding Health Care Workers’ Attitudes and Preferences Toward Digital Patient Monitoring Platforms: Cross-Country Survey Study. JMIR Formative Research 2025;9:e67142 View
  64. Thakur A, Bhageerathy R, Mithra P, Sekaran V, Kumar S. Navigating Organizational Challenges of Digital Transformation: A Qualitative Study of Meso-Level Public Health Officers in an Indian High-Priority Aspirational District. Administrative Sciences 2025;15(10):397 View
  65. Iyamu I, Gorun P, Chang H, Sierra-Rosales R, Haag D, Pedersen H, Bartlett S, Lachowsky N, McKee G, Worthington C, Grennan T, Donelle L, Grace D, Gilbert M. Development and validation of a revised multidimensional digital health literacy scale: A secondary analysis using cross-sectional data from the 2022 GetCheckedOnline community survey in British Columbia, Canada (Preprint). Journal of Medical Internet Research 2025 View
  66. Razmak J, Farhan W. The virtual care-physicianism model: integrating foresight projections from hindsight and insight distilled data. Information Discovery and Delivery 2025:1 View

Books/Policy Documents

  1. Haktanır E, Kahraman C, Onar S, Öztayşi B, Çebi S. Intelligent Systems in Digital Transformation. View
  2. Monlezun D. The Thinking Healthcare System. View
  3. Widiasih R, Zakaria H, Nasution S, Firdaus S, Pratiwi R. Bioinformatics and Biomedical Engineering. View
  4. Khan M, Khaled A, Hasan S. Digital Technology in Public Health and Rehabilitation Care. View
  5. Occelli S. Recent Advances and Prospects in Urban E-Planning. View
  6. Ghanem M, Al Sharah H, Alkout M. Tech Fusion in Business and Society. View
  7. Bejarano-Murillo E. Global Perspectives on AI, Ethics, and Business Economics. View
  8. Lange W. Social Work and Social Transformation between Exclusion and Inclusion. View
  9. Beese A, De Gani S. Handbook of Integrated Care. View
  10. Brînzac M, Hrzic R, Hachem M, Ogunlayi F. Digital Public Health. View
  11. Maaß L, Dassow H, Diethei D, Freye M, Niess J, Do S. Digital Public Health. View
  12. Shrestha R, Reinschluessel A, Niess J. Digital Public Health. View
  13. Gilbert S, Freyer O. Digitale Patientenkommunikation. View
  14. Ivascu L, Bogdea F, Pislaru M, Mirea N, Samfirescu M. The Nineteenth International Conference on Management Science and Engineering Management. View
  15. Beese A, De Gani S. Handbook of Integrated Care. View

Conference Proceedings

  1. Mutlu I, den Hartigh E, Ucler C. 2022 IEEE 28th International Conference on Engineering, Technology and Innovation (ICE/ITMC) & 31st International Association For Management of Technology (IAMOT) Joint Conference. Digital Technology and the Stages of Digital Business Transformation View
  2. Manoliu-Hamwi E, Dascalu C, Carausu E, Zegan G, Stan C. 2022 E-Health and Bioengineering Conference (EHB). Patient Satisfaction with Online Pharmacy Services View
  3. Liu X, Cao S, Shen S, Li S, Zeng J, Zhu H, Zhao Z. Proceedings of the 2024 5th International Symposium on Artificial Intelligence for Medicine Science. Mapping knowledge landscapes and emerging trends of digital healthcare: a bibliometric and visual analysis View
  4. Drushlyak M, Lukashova T, Ielizarenko D, Nadtochyi O. 2025 MIPRO 48th ICT and Electronics Convention. Transformation of Homework in Mathematics in the Digital Era View