Published on in Vol 22 , No 6 (2020) :June

Preprints (earlier versions) of this paper are available at, first published .
Digital Health Equity and COVID-19: The Innovation Curve Cannot Reinforce the Social Gradient of Health

Digital Health Equity and COVID-19: The Innovation Curve Cannot Reinforce the Social Gradient of Health

Digital Health Equity and COVID-19: The Innovation Curve Cannot Reinforce the Social Gradient of Health

Authors of this article:

Allison Crawford 1, 2 Author Orcid Image ;   Eva Serhal 1 Author Orcid Image


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  108. Seivwright A, Kaleveld L, Meltzer A, Atkins M, Varadharajan M, Campbell P, Callis Z, Wilson E. Adaptation among aged care and disability service providers in response to the COVID-19 pandemic: Lessons for the future. Frontiers in Health Services 2022;2 View
  109. Maddock J, Parsons S, Di Gessa G, Green M, Thompson E, Stevenson A, Kwong A, McElroy E, Santorelli G, Silverwood R, Captur G, Chaturvedi N, Steves C, Steptoe A, Patalay P, Ploubidis G, Katikireddi S. Inequalities in healthcare disruptions during the COVID-19 pandemic: evidence from 12 UK population-based longitudinal studies. BMJ Open 2022;12(10):e064981 View
  110. Motahari-Nezhad H, Fgaier M, Mahdi Abid M, Péntek M, Gulácsi L, Zrubka Z. Digital Biomarker–Based Studies: Scoping Review of Systematic Reviews. JMIR mHealth and uHealth 2022;10(10):e35722 View
  111. Vincent W. Developing and Evaluating a Measure of the Willingness to Use Pandemic-Related mHealth Tools Using National Probability Samples in the United States: Quantitative Psychometric Analyses and Tests of Sociodemographic Group Differences. JMIR Formative Research 2023;7:e38298 View
  112. Siribaddana P, Wirasinghe C, Perera S, Ganepola D, Dissanayake V. Frugal development and deployment of an innovative mobile health platform for COVID-19 in Sri Lanka: the case of SelfShield app. BMJ Innovations 2021;7(4):604 View
  113. Lau Y, Lau K, Ibrahim N. Management of Parkinson’s Disease in the COVID-19 Pandemic and Future Perspectives in the Era of Vaccination. Journal of Movement Disorders 2021;14(3):177 View
  114. Sammour Y, Spertus J, Shatla I, Gupta S, Nassif M, Magalski A, Main M, Sperry B. Comparison of Video and Telephone Visits in Outpatients With Heart Failure. The American Journal of Cardiology 2021;158:153 View
  115. Liu S, Zhao H, Fu J, Kong D, Zhong Z, Hong Y, Tan J, Luo Y. Current status and influencing factors of digital health literacy among community-dwelling older adults in Southwest China: a cross-sectional study. BMC Public Health 2022;22(1) View
  116. Pham Q, El-Dassouki N, Lohani R, Jebanesan A, Young K. The Future of Virtual Care for Older Ethnic Adults Beyond the COVID-19 Pandemic. Journal of Medical Internet Research 2022;24(1):e29876 View
  117. Rój J. Inequity in the Access to eHealth and Its Decomposition Case of Poland. International Journal of Environmental Research and Public Health 2022;19(4):2340 View
  118. Hertling S, Hertling D, Martin D, Graul I. Acceptance, Use, and Barriers of Telemedicine in Transgender Health Care in Times of SARS-CoV-2: Nationwide Cross-sectional Survey. JMIR Public Health and Surveillance 2021;7(12):e30278 View
  119. Adams A, Williams K, Langill J, Arsenault M, Leblanc I, Munro K, Haggerty J. Telemedicine perceptions and experiences of socially vulnerable households during the early stages of the COVID-19 pandemic: a qualitative study. CMAJ Open 2023;11(2):E219 View
  120. Khunti K, Aroda V, Aschner P, Chan J, Del Prato S, Hambling C, Harris S, Lamptey R, McKee M, Tandon N, Valabhji J, Seidu S. The impact of the COVID-19 pandemic on diabetes services: planning for a global recovery. The Lancet Diabetes & Endocrinology 2022;10(12):890 View
  121. Singh H, Tang T, Thombs R, Armas A, Nie J, Nelson M, Gray C. Methodological Insights From a Virtual, Team-Based Rapid Qualitative Method Applied to a Study of Providers’ Perspectives of the COVID-19 Pandemic Impact on Hospital-To-Home Transitions. International Journal of Qualitative Methods 2022;21:160940692211071 View
  122. Ahlers-Schmidt C, Schunn C, Hervey A, Torres M, Nelson J. Promoting Safe Sleep, Tobacco Cessation, and Breastfeeding to Rural Women During the COVID-19 Pandemic: Quasi-Experimental Study. JMIR Pediatrics and Parenting 2021;4(4):e31908 View
  123. Sendra A, Torkkola S, Govender E. The breakthrough of digital health: Communication as the catalyst of the transformation of care. Catalan Journal of Communication & Cultural Studies 2021;13(2):169 View
  124. 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
  125. Hopkins D, Visser R, Armes J. Going paper-lite: housebound patient perspectives on the introduction of mobile working. British Journal of Community Nursing 2022;27(10):508 View
  126. Iyamu I, Xu A, Gómez-Ramírez O, Ablona A, Chang H, Mckee G, Gilbert M. Defining Digital Public Health and the Role of Digitization, Digitalization, and Digital Transformation: Scoping Review. JMIR Public Health and Surveillance 2021;7(11):e30399 View
  127. Lawrence K, Chong S, Krelle H, Roberts T, Thorpe L, Trinh-Shevrin C, Yi S, Kwon S. Chinese Americans’ Use of Patient Portal Systems: Scoping Review. JMIR Human Factors 2022;9(2):e27924 View
  128. Di Girolamo C, Gnavi R, Landriscina T, Forni S, Falcone M, Calandrini E, Cesaroni G, Russo A, Leoni O, Fanizza C, Allotta A, Costa G, Spadea T. Indirect impact of the COVID-19 pandemic and its containment measures on social inequalities in hospital utilisation in Italy. Journal of Epidemiology and Community Health 2022;76(8):707 View
  129. Kokorelias K, Nelson M, Tang T, Steele Gray C, Ellen M, Plett D, Jarach C, Xin Nie J, Thavorn K, Singh H. Inclusion of Older Adults in Digital Health Technologies to Support Hospital-to-Home Transitions: Secondary Analysis of a Rapid Review and Equity-Informed Recommendations. JMIR Aging 2022;5(2):e35925 View
  130. Ford K, West A, Bucher A, Osborn C. Personalized Digital Health Communications to Increase COVID-19 Vaccination in Underserved Populations: A Double Diamond Approach to Behavioral Design. Frontiers in Digital Health 2022;4 View
  131. Garcia-Dia M. Addressing bias in healthcare technology. Nursing Management 2022;53(10):48 View
  132. Sharma P, Patten C, Tilburt J, Cheville A, Pritchett J, Brewer L, White R, Kelpin S, Albertie M, Brockman T, Doubeni C. Development and initial cognitive testing of the Digital Equity Screening Tool (DEST): Community participatory approach to assessing digital inequality. Journal of Clinical and Translational Science 2022;6(1) View
  133. Budhwani S, Fujioka J, Thomas-Jacques T, De Vera K, Challa P, De Silva R, Fuller K, Shahid S, Hogeveen S, Chandra S, Bhatia R, Seto E, Shaw J. Challenges and strategies for promoting health equity in virtual care: findings and policy directions from a scoping review of reviews. Journal of the American Medical Informatics Association 2022;29(5):990 View
  134. Bernard R, Toppo C, Raggi A, de Mul M, de Miquel C, Pugliese M, van der Feltz-Cornelis C, Ortiz-Tallo A, Salvador-Carulla L, Lukersmith S, Hakkaart-van Roijen L, Merecz-Kot D, Staszewska K, Sabariego C. Strategies for Implementing Occupational eMental Health Interventions: Scoping Review. Journal of Medical Internet Research 2022;24(6):e34479 View
  135. Webb Hooper M, Marshall V, Pérez-Stable E. COVID-19 Health Disparities and Adverse Social Determinants of Health. Behavioral Medicine 2022;48(2):133 View
  136. 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
  137. Western M, Armstrong M, Islam I, Morgan K, Jones U, Kelson M. The effectiveness of digital interventions for increasing physical activity in individuals of low socioeconomic status: a systematic review and meta-analysis. International Journal of Behavioral Nutrition and Physical Activity 2021;18(1) View
  138. Selick A, Durbin J, Hamdani Y, Rayner J, Lunsky Y. Accessibility of Virtual Primary Care for Adults With Intellectual and Developmental Disabilities During the COVID-19 Pandemic: Qualitative Study. JMIR Formative Research 2022;6(8):e38916 View
  139. Schriger S, Klein M, Last B, Fernandez-Marcote S, Dallard N, Jones B, Beidas R. Community Mental Health Clinicians’ Perspectives on Telehealth During the COVID-19 Pandemic: Mixed Methods Study. JMIR Pediatrics and Parenting 2022;5(1):e29250 View
  140. Williams K, Wijaya C, Stamatis C, Abbott G, Lattie E. Insights Into Needs and Preferences for Mental Health Support on Social Media and Through Mobile Apps Among Black Male University Students: Exploratory Qualitative Study. JMIR Formative Research 2022;6(8):e38716 View
  141. Stoumpos A, Kitsios F, Talias M. Digital Transformation in Healthcare: Technology Acceptance and Its Applications. International Journal of Environmental Research and Public Health 2023;20(4):3407 View
  142. Ahmed A, Charate R, Pothineni N, Aedma S, Gopinathannair R, Lakkireddy D. Role of Digital Health During Coronavirus Disease 2019 Pandemic and Future Perspectives. Cardiac Electrophysiology Clinics 2022;14(1):115 View
  143. Shen N, Kassam I, Chen S, Ma C, Wang W, Boparai N, Jankowicz D, Strudwick G. Canadian perspectives of digital mental health supports: Findings from a national survey conducted during the COVID-19 pandemic. DIGITAL HEALTH 2022;8:205520762211022 View
  144. Breton M, Sullivan E, Deville-Stoetzel N, McKinstry D, DePuccio M, Sriharan A, Deslauriers V, Dong A, McAlearney A. Telehealth challenges during COVID-19 as reported by primary healthcare physicians in Quebec and Massachusetts. BMC Family Practice 2021;22(1) View
  145. Mattsson E, Lindblad M, Kneck Å, Salzmann-Eriksson M, Klarare A. Voices of women in homelessness during the outbreak of the COVID-19 pandemic: a co-created qualitative study. BMC Women's Health 2023;23(1) View
  146. Mistry S, Shaw M, Raffan F, Johnson G, Perren K, Shoko S, Harris-Roxas B, Haigh F. Inequity in Access and Delivery of Virtual Care Interventions: A Scoping Review. International Journal of Environmental Research and Public Health 2022;19(15):9411 View
  147. Huang M, Khurana A, Mastorakos G, Wen A, He H, Wang L, Liu S, Wang Y, Zong N, Prigge J, Costello B, Shah N, Ting H, Fan J, Patten C, Liu H. Patient Portal Messaging for Asynchronous Virtual Care During the COVID-19 Pandemic: Retrospective Analysis. JMIR Human Factors 2022;9(2):e35187 View
  148. Zwaigenbaum L, Bishop S, Stone W, Ibanez L, Halladay A, Goldman S, Kelly A, Klaiman C, Lai M, Miller M, Saulnier C, Siper P, Sohl K, Warren Z, Wetherby A. Rethinking autism spectrum disorder assessment for children during COVID ‐19 and beyond. Autism Research 2021;14(11):2251 View
  149. Said C, Batchelor F, Duque G. The Impact of the COVID-19 Pandemic on Physical Activity, Function, and Quality of Life. Clinics in Geriatric Medicine 2022;38(3):519 View
  150. Achieng M, Ogundaini O. Digital health and self-management of chronic diseases in sub-Saharan Africa: A scoping review. SA Journal of Information Management 2022;24(1) View
  151. Bhatti S, Dahrouge S, Muldoon L, Rayner J. Virtual care in Ontario community health centres: a cross-sectional study to understand changes in care delivery. BJGP Open 2022;6(3):BJGPO.2021.0239 View
  152. Chan-Nguyen S, Ritsma B, Nguyen L, Srivastava S, Shukla G, Appireddy R. Virtual Care Access and Health Equity during the COVID-19 Pandemic, a qualitative study of patients with chronic diseases from Canada. DIGITAL HEALTH 2022;8:205520762210744 View
  153. Moens J. Rethinking autism assessments in the time of COVID-19: Q&A with Bishop, Zwaigenbaum. Spectrum 2021 View
  154. Toombs M, Curtis C, Brolan C. Supporting Indigenous health equity strategic planning: a Queensland perspective. Medical Journal of Australia 2023;218(1):5 View
  155. Strudwick G. People taking control of their own health information. Clinics in Integrated Care 2023;17:100140 View
  156. Parra Aguirre M, Caza Chango S. Determinantes sociales y desafíos para la deconstrucción social de la pandemia por COVID-19. Avances en Enfermería 2021;39(1supl):44 View
  157. Rosário R, Fronteira I, Martins M, Augusto C, Silva M, Messer M, Martins S, Duarte A, Ramos N, Rathmann K, Okan O, Dadaczynski K. Infodemic Preparedness and COVID-19: Searching about Public Health and Social Measures Is Associated with Digital Health Literacy in University Students. International Journal of Environmental Research and Public Health 2022;19(19):12320 View
  158. Coats H, Doyon K, Isaacson M, Tay D, Rosa W, Mayahara M, Kates J, Frechman E, Wright P, Boyden J, Broden E, Hinds P, James R, Keller S, Thrane S, Mooney-Doyle K, Sullivan S, Xu J, Tanner J, Natal M. The 2023-2026 Hospice and Palliative Nurses Association Research Agenda. Journal of Hospice & Palliative Nursing 2023;25(2):55 View
  159. Noori S, Jordan A, Bromage W, Fineberg S, Cahill J, Mathis W. Navigating the digital divide: providing services to people with serious mental illness in a community setting during COVID-19. SN Social Sciences 2022;2(8) View
  160. Wood B, Lan K, Tao Y, Mose E, Aas E, Budak J, Dhanireddy S, Kim H. Visit Trends and Factors Associated With Telemedicine Uptake Among Persons With HIV During the COVID-19 Pandemic. Open Forum Infectious Diseases 2021;8(11) View
  161. Chun H, Park E, Choi S, Yoon H, Okan O, Dadaczynski K. Validating the Digital Health Literacy Instrument in Relation to COVID-19 Information (COVID-DHL-K) among South Korean Undergraduates. International Journal of Environmental Research and Public Health 2022;19(6):3437 View
  162. Hertling S, Hertling D, Loos F, Martin D, Graul I. Digitization in gynecology and obstetrics in times of COVID-19: Results of a national survey. Internet Interventions 2021;26:100478 View
  163. Crawford A, Graham B, Bloch A, Bornyk A, Ford S, Mastey D, Teddy M, Larsen C. Going Local to Global through Technology-Needs Assessment and Development of a Virtual Arctic Youth Wellbeing Network. International Journal of Environmental Research and Public Health 2022;19(20):13290 View
  164. Sugarman D, Busch A, McHugh R, Bogunovic O, Trinh C, Weiss R, Greenfield S. Patients' perceptions of telehealth services for outpatient treatment of substance use disorders during the COVID‐19 pandemic. The American Journal on Addictions 2021;30(5):445 View
  165. Thomas-Jacques T, Jamieson T, Shaw J. Telephone, video, equity and access in virtual care. npj Digital Medicine 2021;4(1) View
  166. Menici V, Barzacchi V, Filogna S, Beani E, Tinelli F, Cioni G, Sgandurra G. Tele-Rehabilitation for Postural Control by Means of Virtual Reality Rehabilitation System in an Adolescent With Motor Disorder: A Case Study. Frontiers in Psychology 2021;12 View
  167. 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
  168. Fang M, Walker M, Wong K, Sixsmith J, Remund L, Sixsmith A. Future of digital health and community care: Exploring intended positive impacts and unintended negative consequences of COVID-19. Healthcare Management Forum 2022;35(5):279 View
  169. Lo B, Charow R, Laberge S, Bakas V, Williams L, Wiljer D. Why are Patient Portals Important in the Age of COVID-19? Reflecting on Patient and Team Experiences From a Toronto Hospital Network. Journal of Patient Experience 2022;9:237437352211122 View
  170. Pullyblank K, Atav S. Enrollment and Completion Characteristics for Novel Remote Delivery Modes of the Self-management Programs During the COVID-19 Pandemic: Exploratory Analysis. JMIR Formative Research 2022;6(11):e38357 View
  171. Tartarilla A, Tennermann N, Melvin P, Ward V, Bauer A. Sociodemographic Missed-care Predictors for Pediatric Orthopaedic Telemedicine During COVID-19. Journal of Pediatric Orthopaedics 2022;42(6):e688 View
  172. Husain L, Greenhalgh T, Hughes G, Finlay T, Wherton J. Desperately Seeking Intersectionality in Digital Health Disparity Research: Narrative Review to Inform a Richer Theorization of Multiple Disadvantage. Journal of Medical Internet Research 2022;24(12):e42358 View
  173. Alkhalifah J, Seddiq W, Alshehri B, Alhaluli A, Alessa M, Alsulais N. The role of the COVID-19 pandemic in expediting digital health-care transformation: Saudi Arabia's experience. Informatics in Medicine Unlocked 2022;33:101097 View
  174. Britwum F, Anin S, Agormedah E, Quansah F, Srem-Sai M, Hagan J, Schack T. Assessing Internet Surfing Behaviours and Digital Health Literacy among University Students in Ghana during the COVID-19 Pandemic. COVID 2023;3(3):405 View
  175. Embrett M, Packer T, Fitzgerald E, Jaswal S, Lehman M, Brown M, Burge F, Christian E, Isenor J, Marshall E, Martin-Misener R, Sampalli T, Zed J, Leigh J. The impact of the COVID-19 pandemic on primary care physicians and nurses in Nova Scotia: a qualitative exploratory study. CMAJ Open 2023;11(2):E274 View
  176. Caminiti C, Annunziata M, Di Giulio P, Isa L, Mosconi P, Nanni M, Piredda M, Verusio C, Diodati F, Maglietta G, Passalacqua R. Psychosocial Impact of Virtual Cancer Care through Technology: A Systematic Review and Meta-Analysis of Randomized Controlled Trials. Cancers 2023;15(7):2090 View
  177. Hartzler A, Xie S, Wedgeworth P, Spice C, Lybarger K, Wood B, Duber H, Hsieh G, Singh A, Cragg K, Goomansingh S, Simons S, Wong J, Yancey-Watson A. Integrating patient voices into the extraction of social determinants of health from clinical notes: ethical considerations and recommendations. Journal of the American Medical Informatics Association 2023 View
  178. Gustavson A, Lewinski A, Fitzsimmons-Craft E, Coronado G, Linke S, O'Malley D, Adams A, Glasgow R, Klesges L. Strategies to bridge equitable implementation of telehealth: a commentary (Preprint). Interactive Journal of Medical Research 2022 View
  179. Patten C, Brockman T, Kelpin S, Sinicrope P, Boehmer K, St. Sauver J, Lampman M, Sharma P, Reinecke N, Huang M, McCoy R, Allen S, Pritchett J, Esterov D, Kamath C, Decker P, Petersen C, Cheville A. Interventions for Increasing Digital Equity and Access (IDEA) Among Rural Patients Who Smoke: Study Protocol for a Pragmatic Randomized Pilot Trial. SSRN Electronic Journal 2022 View
  180. Fitzpatrick K, Ody M, Goveas D, Montesanti S, Campbell P, MacDonald K, Crowshoe L, Campbell S, Roach P. Understanding virtual primary healthcare with Indigenous populations: a rapid evidence review. BMC Health Services Research 2023;23(1) View
  181. Taylor N, Saharan A, Saliba-Gustafsson E, Brown-Johnson C, Grady B, Aboelata N, Asch S, Shaw J. Experiences of Opioid Use and Perceptions of Medication-Assisted Treatment (MAT) in Oakland's Safety Net Clinics Amid the COVID-19 Pandemic. SSRN Electronic Journal 2022 View
  182. van Lotringen C, Lusi B, Westerhof G, Ludden G, Kip H, Kelders S, Noordzij M. The Role of Compassionate Technology in Blended and Digital Mental Health Interventions: Systematic Scoping Review. JMIR Mental Health 2023;10:e42403 View
  183. Bouclaous C, Kamand A, Daher R, Razim A, Kaedbey H. Digital health literacy and online information-seeking behavior of Lebanese university students in the time of the COVID-19 pandemic and infodemic. Nordic Journal of Digital Literacy 2023;18(1):60 View
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Books/Policy Documents

  1. Lawrence K. Digital Health. View
  2. Zouhairi A. COVID-19 and a World of Ad Hoc Geographies. View
  3. Hilty D, Ahuja S, Naslund J, Crawford A. Virtual Mental Health Care for Rural and Underserved Settings. View
  4. Hilty D, Naslund J, Ahuja S, Torous J, Kishimoto T, Crawford A. Mental Health in a Digital World. View
  5. Serhal E, Crawford A. Virtual Mental Health Care for Rural and Underserved Settings. View
  6. Fischer F. Digital Innovation for Healthcare in COVID-19 Pandemic: Strategies and Solutions. View
  7. Kelleher B, Protho T, Hamrick L, Smith D, McCormick C, DeMaria A, Rispoli M, Seidl A. Contemporary Issues in Evaluating Treatment Outcomes in Neurodevelopmental Disorders. View
  8. Ghanem M, Drachmann D, Münter L, Faber N, Eliasen B, Fullilove R, Sørensen K. Digital Innovation for Healthcare in COVID-19 Pandemic: Strategies and Solutions. View
  9. Crawford A, Richardson L, Simmonds E, Wiljer D, Strudwick G. Virtual Mental Health Care for Rural and Underserved Settings. View