{"id":68841,"date":"2025-07-17T03:17:14","date_gmt":"2025-07-17T03:17:14","guid":{"rendered":"https:\/\/www.europesays.com\/us\/68841\/"},"modified":"2025-07-17T03:17:14","modified_gmt":"2025-07-17T03:17:14","slug":"access-to-digital-health-technologies-personalized-framework-and-global-perspectives","status":"publish","type":"post","link":"https:\/\/www.europesays.com\/us\/68841\/","title":{"rendered":"Access to digital health technologies: personalized framework and global perspectives"},"content":{"rendered":"
  • \n

    World Health Organization. Fifty-Eighth World Health Assembly. Geneva, 16\u201325 May 2005: Resolutions and Decisions Annex. WHO iris.who.int\/bitstream\/handle\/10665\/20398\/A58_2005_REC1-en.pdf?sequence=1&isAllowed=y<\/a> (2005).<\/p>\n<\/li>\n

  • \n

    Vayena, E. Value from health data: European opportunity to catalyse progress in digital health. Lancet 397<\/b>, 652\u2013653 (2021).<\/p>\n

    CAS<\/a>\u00a0
    \n
    \n Google Scholar<\/a>\u00a0\n <\/p>\n<\/li>\n

  • \n

    Greene, J. A. & Lea, A. S. Digital futures past \u2013 the long arc of big data in medicine. N. Engl. J. Med. 381<\/b>, 480\u2013485 (2019).<\/p>\n


    \n Google Scholar<\/a>\u00a0\n <\/p>\n<\/li>\n

  • \n

    Powell-Wiley, T. M. et al. Role of technology in promoting heart healthy behavior change to increase equity in optimal cardiovascular health: a scientific statement from the American Heart Association. Circulation 151<\/b>, e972\u2013e985 (2025).<\/p>\n


    \n Google Scholar<\/a>\u00a0\n <\/p>\n<\/li>\n

  • \n

    Sim, I. Mobile devices and health. N. Engl. J. Med. 381<\/b>, 956\u2013968 (2019).<\/p>\n


    \n Google Scholar<\/a>\u00a0\n <\/p>\n<\/li>\n

  • \n

    Keesara, S., Jonas, A. & Schulman, K. Covid-19 and health care\u2019s digital revolution. N. Engl. J. Med. 382<\/b>, e82 (2020).<\/p>\n

    CAS<\/a>\u00a0
    \n
    \n Google Scholar<\/a>\u00a0\n <\/p>\n<\/li>\n

  • \n

    Krittanawong, C. et al. Integration of novel monitoring devices with machine learning technology for scalable cardiovascular management. Nat. Rev. Cardiol. 18<\/b>, 75\u201391 (2021).<\/p>\n


    \n Google Scholar<\/a>\u00a0\n <\/p>\n<\/li>\n

  • \n

    Svennberg, E. et al. The digital journey: 25 years of digital development in electrophysiology from an Europace perspective. Europace 25<\/b>, euad176 (2023).<\/p>\n


    \n Google Scholar<\/a>\u00a0\n <\/p>\n<\/li>\n

  • \n

    Armoundas, A. A. et al. Use of artificial intelligence in improving outcomes in heart disease: a scientific statement from the American Heart Association. Circulation 149<\/b>, e1028\u2013e1050 (2024).<\/p>\n


    \n Google Scholar<\/a>\u00a0\n <\/p>\n<\/li>\n

  • \n

    Stevens, M., Kraaijeveld, S. R. & Sharon, T. Sphere transgressions: reflecting on the risks of big tech expansionism. Inf. Commun. Soc. 27<\/b>, 2587\u20132599 (2024).<\/p>\n


    \n Google Scholar<\/a>\u00a0\n <\/p>\n<\/li>\n

  • \n

    Rodriguez, J. A., Clark, C. R. & Bates, D. W. Digital health equity as a necessity in the 21st century Cures Act era. JAMA 323<\/b>, 2381\u20132382 (2020).<\/p>\n


    \n Google Scholar<\/a>\u00a0\n <\/p>\n<\/li>\n

  • \n

    Kickbusch, I. et al. The Lancet and Financial Times commission on governing health futures 2030: growing up in a digital world. Lancet 398<\/b>, 1727\u20131776 (2021).<\/p>\n


    \n Google Scholar<\/a>\u00a0\n <\/p>\n<\/li>\n

  • \n

    Peterson, E. & Yancy, C. W. Eliminating racial and ethnic disparities in cardiac care. N. Engl. J. Med. 360<\/b>, 1172\u20131174 (2009).<\/p>\n

    CAS<\/a>\u00a0
    \n
    \n Google Scholar<\/a>\u00a0\n <\/p>\n<\/li>\n

  • \n

    Modesti, P. A. et al. Cardiovascular risk assessment in low-resource settings: a consensus document of the European Society of Hypertension Working Group on Hypertension and Cardiovascular Risk in Low Resource Settings. J. Hypertens. 32<\/b>, 951\u2013960 (2014).<\/p>\n

    CAS<\/a>\u00a0
    \n
    \n Google Scholar<\/a>\u00a0\n <\/p>\n<\/li>\n

  • \n

    Brant, L. C. C. et al. Epidemiology of cardiometabolic health in Latin America and strategies to address disparities. Nat. Rev. Cardiol. 21<\/b>, 849\u2013864 (2024).<\/p>\n


    \n Google Scholar<\/a>\u00a0\n <\/p>\n<\/li>\n

  • \n

    Zhang, D. T. et al. Social determinants of health and cardiologist involvement in the care of adults hospitalized for heart failure. JAMA Netw. Open. 6<\/b>, e2344070 (2023).<\/p>\n


    \n Google Scholar<\/a>\u00a0\n <\/p>\n<\/li>\n

  • \n

    Shen, Y. C., Sarkar, N. & Hsia, R. Y. Differential treatment and outcomes for patients with heart attacks in advantaged and disadvantaged communities. J. Am. Heart Assoc. 12<\/b>, e030506 (2023).<\/p>\n


    \n Google Scholar<\/a>\u00a0\n <\/p>\n<\/li>\n

  • \n

    Lyles, C. R., Wachter, R. M. & Sarkar, U. Focusing on digital health equity. JAMA 326<\/b>, 1795\u20131796 (2021).<\/p>\n


    \n Google Scholar<\/a>\u00a0\n <\/p>\n<\/li>\n

  • \n

    Bazoukis, G. et al. Impact of social determinants of health on cardiovascular disease. J. Am. Heart Assoc. 14<\/b>, e039031 (2025).<\/p>\n


    \n Google Scholar<\/a>\u00a0\n <\/p>\n<\/li>\n

  • \n

    Pearson, T. A. et al. The science of precision prevention: research opportunities and clinical applications to reduce cardiovascular health disparities. JACC Adv. 3<\/b>, 100759 (2024).<\/p>\n


    \n Google Scholar<\/a>\u00a0\n <\/p>\n<\/li>\n

  • \n

    Vivo, R. P. et al. Short- and long-term rehospitalization and mortality for heart failure in 4 racial\/ethnic populations. J. Am. Heart Assoc. 3<\/b>, e001134 (2014).<\/p>\n


    \n Google Scholar<\/a>\u00a0\n <\/p>\n<\/li>\n

  • \n

    Petretto, D. R. et al. Digital determinants of health as a way to address multilevel complex causal model in the promotion of digital health equity and the prevention of digital health inequities: a scoping review. J. Public. Health Res. 13<\/b>, 22799036231220352 (2024).<\/p>\n


    \n Google Scholar<\/a>\u00a0\n <\/p>\n<\/li>\n

  • \n

    Arias L\u00f3pez, M. D. P. et al. Digital literacy as a new determinant of health: a scoping review. PLOS Digit. Health 2<\/b>, e0000279 (2023).<\/p>\n


    \n Google Scholar<\/a>\u00a0\n <\/p>\n<\/li>\n

  • \n

    Chidambaram, S. et al. An introduction to digital determinants of health. PLOS Digit. Health 3<\/b>, e0000346 (2024).<\/p>\n


    \n Google Scholar<\/a>\u00a0\n <\/p>\n<\/li>\n

  • \n

    Sevakula, R. K. et al. State-of-the-art machine learning techniques aiming to improve patient outcomes pertaining to the cardiovascular system. J. Am. Heart Assoc. 9<\/b>, e013924 (2020).<\/p>\n


    \n Google Scholar<\/a>\u00a0\n <\/p>\n<\/li>\n

  • \n

    Kulkarni, K. et al. Ambulatory monitoring promises equitable personalized healthcare delivery in underrepresented patients. Eur. Heart J. Digit. Health 2<\/b>, 494\u2013510 (2021).<\/p>\n


    \n Google Scholar<\/a>\u00a0\n <\/p>\n<\/li>\n

  • \n

    Richardson, S., Lawrence, K., Schoenthaler, A. M. & Mann, D. A framework for digital health equity. NPJ Digit. Med. 5<\/b>, 119 (2022).<\/p>\n


    \n Google Scholar<\/a>\u00a0\n <\/p>\n<\/li>\n

  • \n

    Forman, R. et al. Technical dissonance in home blood pressure monitoring after stroke: having the machine, but not using correctly. Am. J. Hypertens. 36<\/b>, 195\u2013200 (2023).<\/p>\n


    \n Google Scholar<\/a>\u00a0\n <\/p>\n<\/li>\n

  • \n

    Sieck, C. J. et al. Digital inclusion as a social determinant of health. NPJ Digit. Med. 4<\/b>, 52 (2021).<\/p>\n


    \n Google Scholar<\/a>\u00a0\n <\/p>\n<\/li>\n

  • \n

    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. J. Med. Internet Res. 24<\/b>, e42358 (2022).<\/p>\n


    \n Google Scholar<\/a>\u00a0\n <\/p>\n<\/li>\n

  • \n

    Crenshaw, K. Demarginalizing the intersection of race and sex: a black feminist critique of anti\u2010discrimination doctrine, feminist theory and anti\u2010racist politics. Univ. Chic. Leg. Forum 140<\/b>, 139 (1989).<\/p>\n


    \n Google Scholar<\/a>\u00a0\n <\/p>\n<\/li>\n

  • \n

    Schreiweis, B. et al. Barriers and facilitators to the implementation of eHealth services: systematic literature analysis. J. Med. Internet Res. 21<\/b>, e14197 (2019).<\/p>\n


    \n Google Scholar<\/a>\u00a0\n <\/p>\n<\/li>\n

  • \n

    Perret, S. et al. Standardising the role of a digital navigator in behavioural health: a systematic review. Lancet Digit. Health 5<\/b>, e925\u2013e932 (2023).<\/p>\n

    CAS<\/a>\u00a0
    \n
    \n Google Scholar<\/a>\u00a0\n <\/p>\n<\/li>\n

  • \n

    Rodriguez, J. A. et al. Digital healthcare equity in primary care: implementing an integrated digital health navigator. J. Am. Med. Inf. Assoc. 30<\/b>, 965\u2013970 (2023).<\/p>\n


    \n Google Scholar<\/a>\u00a0\n <\/p>\n<\/li>\n

  • \n

    Nissenbaum, H. A contextual approach to privacy online. Daedalus 4<\/b>, 32\u201348 (2011).<\/p>\n


    \n Google Scholar<\/a>\u00a0\n <\/p>\n<\/li>\n

  • \n

    Sarkar, U. et al. Usability of commercially available mobile applications for diverse patients. J. Gen. Intern. Med. 31<\/b>, 1417\u20131426 (2016).<\/p>\n


    \n Google Scholar<\/a>\u00a0\n <\/p>\n<\/li>\n

  • \n

    Wang, M. L., Gago, C. M. & Rodriguez, K. Digital redlining \u2013 the invisible structural determinant of health. JAMA 331<\/b>, 1267\u20131268 (2024).<\/p>\n


    \n Google Scholar<\/a>\u00a0\n <\/p>\n<\/li>\n

  • \n

    Narayan, S. M., Kohli, N. & Martin, M. M. Addressing contemporary threats in anonymised healthcare data using privacy engineering. NPJ Digit. Med. 8<\/b>, 145 (2025).<\/p>\n


    \n Google Scholar<\/a>\u00a0\n <\/p>\n<\/li>\n

  • \n

    Gilmore, A. B. et al. Defining and conceptualising the commercial determinants of health. Lancet 401<\/b>, 1194\u20131213 (2023).<\/p>\n


    \n Google Scholar<\/a>\u00a0\n <\/p>\n<\/li>\n

  • \n

    Karabekmez, M. E. Data ethics in digital health and genomics. N. Bioeth. 27<\/b>, 320\u2013333 (2021).<\/p>\n


    \n Google Scholar<\/a>\u00a0\n <\/p>\n<\/li>\n

  • \n

    Armoundas, A. A. et al. Data interoperability for ambulatory monitoring of cardiovascular disease: a scientific statement from the American Heart Association. Circ. Genom. Precis. Med. 17<\/b>, e000095 (2024).<\/p>\n


    \n Google Scholar<\/a>\u00a0\n <\/p>\n<\/li>\n

  • \n

    Chahal, C. A. A. et al. Data interoperability and harmonization in cardiovascular genomic and precision medicine. Circ. Genom. Precis. Med. https:\/\/doi.org\/10.1161\/CIRCGEN.124.004624<\/a> (2025).<\/p>\n


    \n Google Scholar<\/a>\u00a0\n <\/p>\n<\/li>\n

  • \n

    Heckbert, S. R. et al. Differences by race\/ethnicity in the prevalence of clinically detected and monitor-detected atrial fibrillation: MESA. Circ. Arrhythm. Electrophysiol. 13<\/b>, e007698 (2020).<\/p>\n


    \n Google Scholar<\/a>\u00a0\n <\/p>\n<\/li>\n

  • \n

    Akar, J. G. et al. Use of remote monitoring of newly implanted cardioverter-defibrillators: insights from the patient related determinants of ICD remote monitoring (PREDICT RM) study. Circulation 128<\/b>, 2372\u20132383 (2013).<\/p>\n


    \n Google Scholar<\/a>\u00a0\n <\/p>\n<\/li>\n

  • \n

    Essien, U. R. et al. Association of race and ethnicity with oral anticoagulation and associated outcomes in patients with atrial fibrillation: findings from the Get With The Guidelines\u2013Atrial Fibrillation Registry. JAMA Cardiol. 7<\/b>, 1207\u20131217 (2022).<\/p>\n


    \n Google Scholar<\/a>\u00a0\n <\/p>\n<\/li>\n

  • \n

    Yong, C. M. et al. Association of insurance type with receipt of oral anticoagulation in insured patients with atrial fibrillation: a report from the American College of Cardiology NCDR PINNACLE registry. Am. Heart J. 195<\/b>, 50\u201359 (2018).<\/p>\n


    \n Google Scholar<\/a>\u00a0\n <\/p>\n<\/li>\n

  • \n

    Haarmann, L. et al. Comprehensive systematic review and meta-analysis on physical health conditions in lesbian- and bisexual-identified women compared with heterosexual-identified women. Women\u2019s Health 19<\/b>, 17455057231219610 (2023).<\/p>\n

    CAS<\/a>\u00a0
    \n
    \n Google Scholar<\/a>\u00a0\n <\/p>\n<\/li>\n

  • \n

    Santana, G. O. et al. Economic evaluations and equity in the use of artificial intelligence in imaging exams for medical diagnosis in people with skin, neurological, and pulmonary diseases: protocol for a systematic review. JMIR Res. Protoc. 12<\/b>, e48544 (2023).<\/p>\n


    \n Google Scholar<\/a>\u00a0\n <\/p>\n<\/li>\n

  • \n

    Mercier, M. R. et al. Differential utilization patterns of total ankle arthroplasty vs arthrodesis: a United States national ambulatory database analysis. Foot Ankle Orthop. 8<\/b>, 24730114231218011 (2023).<\/p>\n


    \n Google Scholar<\/a>\u00a0\n <\/p>\n<\/li>\n

  • \n

    Gomez, S. E. et al. Racial, ethnic, and sex disparities in atrial fibrillation management: rate and rhythm control. J. Interv. Card. Electrophysiol. 66<\/b>, 1279\u20131290 (2022).<\/p>\n


    \n Google Scholar<\/a>\u00a0\n <\/p>\n<\/li>\n

  • \n

    Holmes, D. R. Jr., Mack, M. J., Alkhouli, M. & Vemulapalli, S. Racial disparities and democratization of health care: a focus on TAVR in the United States. Am. Heart J. 224<\/b>, 166\u2013170 (2020).<\/p>\n


    \n Google Scholar<\/a>\u00a0\n <\/p>\n<\/li>\n

  • \n

    Yong, C. M. et al. Temporal trends in transcatheter aortic valve replacement use and outcomes by race, ethnicity, and sex. Catheter. Cardiovasc. Interv. 99<\/b>, 2092\u20132100 (2022).<\/p>\n


    \n Google Scholar<\/a>\u00a0\n <\/p>\n<\/li>\n

  • \n

    Evans, J. You are the product, but with an Apple twist. Computer World www.computerworld.com\/article\/3668913\/you-are-the-product-but-with-an-apple-twist.html<\/a> (2022).<\/p>\n<\/li>\n

  • \n

    Hamilton, I. A. Why it\u2019s totally unsurprising that Amazon\u2019s recruitment AI was biased against women. Business Insider www.businessinsider.com\/amazon-ai-biased-against-women-no-surprise-sandra-wachter-2018-10<\/a> (2018).<\/p>\n<\/li>\n

  • \n

    Obermeyer, Z., Powers, B., Vogeli, C. & Mullainathan, S. Dissecting racial bias in an algorithm used to manage the health of populations. Science 366<\/b>, 447\u2013453 (2019).<\/p>\n

    CAS<\/a>\u00a0
    \n
    \n Google Scholar<\/a>\u00a0\n <\/p>\n<\/li>\n

  • \n

    Perez, M. V. et al. Large-scale assessment of a smartwatch to identify atrial fibrillation. N. Engl. J. Med. 381<\/b>, 1909\u20131917 (2019).<\/p>\n


    \n Google Scholar<\/a>\u00a0\n <\/p>\n<\/li>\n

  • \n

    Lubitz, S. A. et al. Detection of atrial fibrillation in a large population using wearable devices: the Fitbit Heart Study. Circulation 146<\/b>, 1415\u20131424 (2022).<\/p>\n


    \n Google Scholar<\/a>\u00a0\n <\/p>\n<\/li>\n

  • \n

    Groom, L. L., Schoenthaler, A. M., Mann, D. M. & Brody, A. A. Construction of the digital health equity-focused implementation research conceptual model \u2013 bridging the divide between equity-focused digital health and implementation research. PLOS Digit. Health 3<\/b>, e0000509 (2024).<\/p>\n


    \n Google Scholar<\/a>\u00a0\n <\/p>\n<\/li>\n

  • \n

    Eslava-Schmalbach, J. et al. Conceptual framework of equity-focused implementation research for health programs (EquIR). Int. J. Equity Health 18<\/b>, 80 (2019).<\/p>\n

    CAS<\/a>\u00a0
    \n
    \n Google Scholar<\/a>\u00a0\n <\/p>\n<\/li>\n

  • \n

    Damschroder, L. J. et al. Fostering implementation of health services research findings into practice: a consolidated framework for advancing implementation science. Implement. Sci. 4<\/b>, 50 (2009).<\/p>\n


    \n Google Scholar<\/a>\u00a0\n <\/p>\n<\/li>\n

  • \n

    Assistant Secretary for Technology Policy. Your mobile device and health information privacy and security. HealthIT.gov www.healthit.gov\/topic\/privacy-security-and-hipaa\/your-mobile-device-and-health-information-privacy-and-security<\/a> (2020).<\/p>\n<\/li>\n

  • \n

    Spector-Bagdady, K. et al. Principles for health information collection, sharing, and use: a policy statement from the American Heart Association. Circulation 148<\/b>, 1061\u20131069 (2023).<\/p>\n


    \n Google Scholar<\/a>\u00a0\n <\/p>\n<\/li>\n

  • \n

    Food and Drug Administration. Home as a Health Care Hub. FDA www.fda.gov\/medical-devices\/home-health-and-consumer-devices\/home-health-care-hub<\/a> (2024).<\/p>\n<\/li>\n

  • \n

    Rodriguez-Villa, E. & Torous, J. Regulating digital health technologies with transparency: the case for dynamic and multi-stakeholder evaluation. BMC Med. 17<\/b>, 226 (2019).<\/p>\n


    \n Google Scholar<\/a>\u00a0\n <\/p>\n<\/li>\n

  • \n

    StatCounter. Global Stats. Mobile operating system market share worldwide. statcounter gs.statcounter.com\/os-market-share\/mobile\/<\/a> (2025).<\/p>\n<\/li>\n

  • \n

    Victor, R. G. et al. A cluster-randomized trial of blood-pressure reduction in Black barbershops. N. Engl. J. Med. 378<\/b>, 1291\u20131301 (2018).<\/p>\n


    \n Google Scholar<\/a>\u00a0\n <\/p>\n<\/li>\n

  • \n

    Palacholla, R. S. et al. Provider- and patient-related barriers to and facilitators of digital health technology adoption for hypertension management: scoping review. JMIR Cardio 3<\/b>, e11951 (2019).<\/p>\n


    \n Google Scholar<\/a>\u00a0\n <\/p>\n<\/li>\n

  • \n

    Friedman, S. & Mottiar, S. A rewarding engagement? The Treatment Action Campaign and the politics of HIV\/AIDS. Polit. Soc. 33<\/b>, 511\u2013565 (2005).<\/p>\n


    \n Google Scholar<\/a>\u00a0\n <\/p>\n<\/li>\n

  • \n

    Federal Communications Commission. 20+ million households enroll in ACP. FCC www.fcc.gov\/document\/20-million-households-enroll-acp<\/a> (2023).<\/p>\n<\/li>\n

  • \n

    Rodriguez, J. A., Shachar, C. & Bates, D. W. Digital inclusion as health care \u2013 supporting health care equity with digital-infrastructure initiatives. N. Engl. J. Med. 386<\/b>, 1101\u20131103 (2022).<\/p>\n


    \n Google Scholar<\/a>\u00a0\n <\/p>\n<\/li>\n

  • \n

    Dove, E. S. The EU General Data Protection Regulation: implications for international scientific research in the digital era. J. Law. Med. Ethics 46<\/b>, 1013\u20131030 (2018).<\/p>\n


    \n Google Scholar<\/a>\u00a0\n <\/p>\n<\/li>\n

  • \n

    Wang, C. J. & Huang, D. J. The HIPAA conundrum in the era of mobile health and communications. JAMA 310<\/b>, 1121\u20131122 (2013).<\/p>\n

    CAS<\/a>\u00a0
    \n
    \n Google Scholar<\/a>\u00a0\n <\/p>\n<\/li>\n

  • \n

    Dong, L. Good governance is the missing prescription for better digital healthcare. The Conversation theconversation.com\/good-governance-is-the-missing-prescription-for-better-digital-health-care-128375<\/a> (2019).<\/p>\n<\/li>\n

  • \n

    United States Securities and Exchange Commission. Form 10-K: Meta Platforms, Inc.. United States Securities and Exchange Commission www.sec.gov\/Archives\/edgar\/data\/1326801\/000132680123000013\/meta-20221231.htm<\/a> (2023).<\/p>\n<\/li>\n

  • \n

    Bradford, A. The false choice between digital regulation and innovation. Northwest. Univ. Law Rev. 119<\/b>, 377\u2013453 (2024).<\/p>\n


    \n Google Scholar<\/a>\u00a0\n <\/p>\n<\/li>\n

  • \n

    Blood, A. J. et al. Results of a remotely delivered hypertension and lipid program in more than 10000 patients across a diverse health care network. JAMA Cardiol. 8<\/b>, 12\u201321 (2023).<\/p>\n


    \n Google Scholar<\/a>\u00a0\n <\/p>\n<\/li>\n

  • \n

    Schartman-Cycyk, S. & Messier, K. Bridging the gap: what affordable, uncapped internet means for digital inclusion. MobileBeacon www.mobilebeacon.org\/wp-content\/uploads\/2018\/05\/MB_ResearchPaper_FINAL_WEB.pdf<\/a> (2017).<\/p>\n<\/li>\n

  • \n

    Tu, S. S., Leadmon, C., Daval, C. J. R. & Kesselheim, A. S. Inequitable conduct and invalidation of patents related to Food and Drug Administration-regulated products. JAMA 330<\/b>, 2119\u20132121 (2023).<\/p>\n


    \n Google Scholar<\/a>\u00a0\n <\/p>\n<\/li>\n

  • \n

    Javdan, M., Ghasemaghaei, M. & Abouzahra, M. Psychological barriers of using wearable devices by seniors: a mixed-methods study. Comput. Hum. Behav. 141<\/b>, 107615 (2023).<\/p>\n


    \n Google Scholar<\/a>\u00a0\n <\/p>\n<\/li>\n

  • \n

    Goergen, J. A. et al. Comparison of data quality and monitoring completion rates between clinic and self-applied ECG patches. Heart Rhythm. 20<\/b>, 407\u2013413 (2023).<\/p>\n


    \n Google Scholar<\/a>\u00a0\n <\/p>\n<\/li>\n

  • \n

    Food and Drug Administration. Diversity action plans to improve enrollment of participants from underrepresented populations in clinical studies; draft guidance for industry; availability. FDA www.federalregister.gov\/documents\/2024\/06\/28\/2024-14284\/diversity-action-plans-to-improve-enrollment-of-participants-from-underrepresented-populations-in<\/a> (2024).<\/p>\n<\/li>\n

  • \n

    DeFilippis, E. M. et al. Improving enrollment of underrepresented racial and ethnic populations in heart failure trials: a call to action from the Heart Failure Collaboratory. JAMA Cardiol. 7<\/b>, 540\u2013548 (2022).<\/p>\n


    \n Google Scholar<\/a>\u00a0\n <\/p>\n<\/li>\n

  • \n

    Shah, N. S. et al. Social determinants of cardiovascular health in Asian Americans: a scientific statement from the American Heart Association. Circulation 150<\/b>, e296\u2013e315 (2024).<\/p>\n


    \n Google Scholar<\/a>\u00a0\n <\/p>\n<\/li>\n

  • \n

    Sors, T. G. et al. Reciprocal innovation: a new approach to equitable and mutually beneficial global health partnerships. Glob. Public. Health 18<\/b>, 2102202 (2023).<\/p>\n


    \n Google Scholar<\/a>\u00a0\n <\/p>\n<\/li>\n

  • \n

    Bazoukis, G. et al. The inclusion of augmented intelligence in medicine: a framework for successful implementation. Cell Rep. Med. 3<\/b>, 100485 (2022).<\/p>\n


    \n Google Scholar<\/a>\u00a0\n <\/p>\n<\/li>\n

  • \n

    Health in Africa. Nat Commun 15<\/b>, 967 (2024).<\/p>\n<\/li>\n

  • \n

    Odipo, E. et al. The path to universal health coverage in five African and Asian countries: examining the association between insurance status and health-care use. Lancet Glob. Health 12<\/b>, e123\u2013e133 (2024).<\/p>\n


    \n Google Scholar<\/a>\u00a0\n <\/p>\n<\/li>\n

  • \n

    Sustainable Development Goals. Goal 3: Ensure healthy lives and promote well-being for all at all ages. United Nations www.un.org\/sustainabledevelopment\/health\/<\/a> (2023).<\/p>\n<\/li>\n

  • \n

    Arhin, K., Oteng-Abayie, E. F. & Novignon, J. Assessing the efficiency of health systems in achieving the universal health coverage goal: evidence from Sub-Saharan Africa. Health Econ. Rev. 13<\/b>, 25 (2023).<\/p>\n


    \n Google Scholar<\/a>\u00a0\n <\/p>\n<\/li>\n

  • \n

    Kurian, O. C. & Snodgrass, J. Health equity and inclusion in action. Observer Research Foundation www.orfonline.org\/public\/uploads\/upload\/20240220154505.pdf<\/a> (2024).<\/p>\n<\/li>\n

  • \n

    Peter, J., Benjamin, P., LeFevre, A. E., Barron, P. & Pillay, Y. Taking digital health innovation to scale in South Africa: ten lessons from MomConnect. BMJ Glob. Health 3<\/b>, e000592 (2018).<\/p>\n


    \n Google Scholar<\/a>\u00a0\n <\/p>\n<\/li>\n

  • \n

    Adedinsewo, D. A. et al. Artificial intelligence guided screening for cardiomyopathies in an obstetric population: a pragmatic randomized clinical trial. Nat. Med. 30<\/b>, 2897\u20132906 (2024).<\/p>\n

    CAS<\/a>\u00a0
    \n
    \n Google Scholar<\/a>\u00a0\n <\/p>\n<\/li>\n

  • \n

    Abubakar, I. et al. The Lancet Nigeria Commission: investing in health and the future of the nation. Lancet 399<\/b>, 1155\u20131200 (2022).<\/p>\n


    \n Google Scholar<\/a>\u00a0\n <\/p>\n<\/li>\n

  • \n

    Ochi, A., Saidi, Y. & Labidi, M. A. Nonlinear threshold effect of governance quality on poverty reduction in South Asia and Sub-Saharan Africa: a dynamic panel threshold specification. J. Knowl. Econ. 15<\/b>, 4239\u20134264 (2024).<\/p>\n


    \n Google Scholar<\/a>\u00a0\n <\/p>\n<\/li>\n

  • \n

    Kr\u00f6nke, M. Africa\u2019s digital divide and the promise of e-learning. Afrobarometer Policy Paper No. 66. AFROBarometer www.afrobarometer.org\/wp-content\/uploads\/2022\/02\/pp66-africas_digital_divide_and_the_promise_of_e-learning-afrobarometer_policy_paper-14june20.pdf<\/a> (2020).<\/p>\n<\/li>\n

  • \n

    Begazo, T., Dutz, M. A. & Blimpo, M. Digital Africa: Technological Transformation for Jobs (World Bank, 2023).<\/p>\n<\/li>\n

  • \n

    World Bank Group. Current Health Expenditure (% of GDP) \u2013 Nigeria. World Bank Group data.worldbank.org\/indicator\/SH.XPD.CHEX.GD.ZS?locations=NG<\/a> (2025).<\/p>\n<\/li>\n

  • \n

    Mbunge, E., Muchemwa, B. & Batani, J. Are we there yet? Unbundling the potential adoption and integration of telemedicine to improve virtual healthcare services in African health systems. Sens. Int. 3<\/b>, 100152 (2022).<\/p>\n


    \n Google Scholar<\/a>\u00a0\n <\/p>\n<\/li>\n

  • \n

    Olu, O. et al. How can digital health technologies contribute to sustainable attainment of universal health coverage in Africa? A perspective. Front. Public. Health 7<\/b>, 341 (2019).<\/p>\n


    \n Google Scholar<\/a>\u00a0\n <\/p>\n<\/li>\n

  • \n

    Ma, X. Internet use and income gaps between rural and urban residents in China. J. Asia Pac. Econ. 29<\/b>, 789\u2013809 (2024).<\/p>\n


    \n Google Scholar<\/a>\u00a0\n <\/p>\n<\/li>\n

  • \n

    Kumar, A. A. et al. Mobile health for tuberculosis management in South India: is video-based directly observed treatment an acceptable alternative? JMIR Mhealth Uhealth 7<\/b>, e11687 (2019).<\/p>\n


    \n Google Scholar<\/a>\u00a0\n <\/p>\n<\/li>\n

  • \n

    Ngiam, N. H. W. et al. Building digital literacy in older adults of low socioeconomic status in Singapore (Project Wire Up): nonrandomized controlled trial. J. Med. Internet Res. 24<\/b>, e40341 (2022).<\/p>\n


    \n Google Scholar<\/a>\u00a0\n <\/p>\n<\/li>\n

  • \n

    Kyaw, M. Y. et al. Sociodigital determinants of eHealth literacy and related impact on health outcomes and eHealth use in Korean older adults: community-based cross-sectional survey. JMIR Aging 7<\/b>, e56061 (2024).<\/p>\n


    \n Google Scholar<\/a>\u00a0\n <\/p>\n<\/li>\n

  • \n

    Deguchi, N. et al. Sex-specific factors associated with acceptance of smartwatches among urban older adults: the Itabashi Longitudinal Study on Aging. Front. Public. Health 12<\/b>, 1261275 (2024).<\/p>\n


    \n Google Scholar<\/a>\u00a0\n <\/p>\n<\/li>\n

  • \n

    Ramachandran, N. et al. Mobile phone usage and willingness to receive health-related information among patients attending a chronic disease clinic in rural Puducherry, India. J. Diabetes Sci. Technol. 9<\/b>, 1350\u20131351 (2015).<\/p>\n


    \n Google Scholar<\/a>\u00a0\n <\/p>\n<\/li>\n

  • \n

    Teo, C. L. et al. COVID-19 awareness, knowledge and perception towards digital health in an urban multi-ethnic Asian population. Sci. Rep. 11<\/b>, 10795 (2021).<\/p>\n

    CAS<\/a>\u00a0
    \n
    \n Google Scholar<\/a>\u00a0\n <\/p>\n<\/li>\n

  • \n

    Quaosar, G., Hoque, M. R. & Bao, Y. Investigating factors affecting elderly\u2019s intention to use m-health services: an empirical study. Telemed. J. E Health 24<\/b>, 309\u2013314 (2018).<\/p>\n


    \n Google Scholar<\/a>\u00a0\n <\/p>\n<\/li>\n

  • \n

    Horne, M., Tierney, S., Henderson, S., Wearden, A. & Skelton, D. A. A systematic review of interventions to increase physical activity among South Asian adults. Public. Health 162<\/b>, 71\u201381 (2018).<\/p>\n

    CAS<\/a>\u00a0
    \n
    \n Google Scholar<\/a>\u00a0\n <\/p>\n<\/li>\n

  • \n

    Yasmin, F. et al. Understanding patients\u2019 experience living with diabetes type 2 and effective disease management: a qualitative study following a mobile health intervention in Bangladesh. BMC Health Serv. Res. 20<\/b>, 29 (2020).<\/p>\n

    CAS<\/a>\u00a0
    \n
    \n Google Scholar<\/a>\u00a0\n <\/p>\n<\/li>\n

  • \n

    Tromp, J. et al. World Heart Federation roadmap for digital health in cardiology. Glob. Heart 17<\/b>, 61 (2022).<\/p>\n


    \n Google Scholar<\/a>\u00a0\n <\/p>\n<\/li>\n

  • \n

    Chowdhury, S. R., Sunna, T. C. & Ahmed, S. Telemedicine is an important aspect of healthcare services amid COVID-19 outbreak: its barriers in Bangladesh and strategies to overcome. Int. J. Health Plann. Manag. 36<\/b>, 4\u201312 (2021).<\/p>\n


    \n Google Scholar<\/a>\u00a0\n <\/p>\n<\/li>\n

  • \n

    Australian Digital Inclusion Index. Measuring Australia\u2019s digital divide. Australian Digital Inclusion Index www.digitalinclusionindex.org.au\/wp-content\/uploads\/2023\/07\/ADII-2023-Summary_FINAL-Remediated.pdf<\/a> (2023).<\/p>\n<\/li>\n

  • \n

    Australian Digital Health Agency. National digital health strategy. digitalhealth.gov.au www.digitalhealth.gov.au\/national-digital-health-strategy<\/a> (2025).<\/p>\n<\/li>\n

  • \n

    Wong, C. X. et al. Underuse and overuse of anticoagulation for atrial fibrillation: a study in indigenous and non-indigenous Australians. Int. J. Cardiol. 191<\/b>, 20\u201324 (2015).<\/p>\n


    \n Google Scholar<\/a>\u00a0\n <\/p>\n<\/li>\n

  • \n

    Manninger, M. et al. Current perspectives on wearable rhythm recordings for clinical decision-making: the wEHRAbles 2 survey. Europace 23<\/b>, 1106\u20131113 (2021).<\/p>\n


    \n Google Scholar<\/a>\u00a0\n <\/p>\n<\/li>\n

  • \n

    Boriani, G. et al. Current status of reimbursement practices for remote monitoring of cardiac implantable electrical devices across Europe. Europace 24<\/b>, 1875\u20131880 (2022).<\/p>\n


    \n Google Scholar<\/a>\u00a0\n <\/p>\n<\/li>\n

  • \n

    Gawa\u0142ko, M. et al. Changes in healthcare utilisation during implementation of remote atrial fibrillation management: TeleCheck-AF project. Neth. Heart J. 32<\/b>, 130\u2013139 (2024).<\/p>\n


    \n Google Scholar<\/a>\u00a0\n <\/p>\n<\/li>\n

  • \n

    Krijthe, B. P. et al. Projections on the number of individuals with atrial fibrillation in the European Union, from 2000 to 2060. Eur. Heart J. 34<\/b>, 2746\u20132751 (2013).<\/p>\n


    \n Google Scholar<\/a>\u00a0\n <\/p>\n<\/li>\n

  • \n

    Armoundas, A. A. et al. Controversy in hypertension: pro-side of the argument using AI for hypertension diagnosis and management. Hypertension 82<\/b>, 929\u2013944 (2025).<\/p>\n

    CAS<\/a>\u00a0
    \n
    \n Google Scholar<\/a>\u00a0\n <\/p>\n<\/li>\n

  • \n

    European Commission. Digital health: Commission and WHO launch landmark digital health initiative to strengthen global health security. European Commission ec.europa.eu\/commission\/presscorner\/detail\/en\/ip_23_3043<\/a> (2023).<\/p>\n<\/li>\n

  • \n

    European Commission. Communication from the Commission to the European Parliament, the Council, the European Economic and Social Committee and the Committee of the Regions Empty on enabling the digital transformation of health and care in the digital single market; empowering citizens and building a healthier society. European Commission eur-lex.europa.eu\/legal-content\/EN\/TXT\/HTML\/?uri=CELEX:52018DC0233<\/a> (2018).<\/p>\n<\/li>\n

  • \n

    Boriani, G. et al. Reimbursement practices for use of digital devices in atrial fibrillation and other arrhythmias: a European Heart Rhythm Association survey. Europace 24<\/b>, 1834\u20131843 (2022).<\/p>\n


    \n Google Scholar<\/a>\u00a0\n <\/p>\n<\/li>\n

  • \n

    European Commission. Assessing the impact of digital transformation of health services. Report of the Expert Panel on effective ways of investing in health (EXPH). European Commission health.ec.europa.eu\/system\/files\/2019-11\/022_digitaltransformation_en_0.pdf<\/a> (2019).<\/p>\n<\/li>\n

  • \n

    Simovic, S. et al. The use of remote monitoring of cardiac implantable devices during the COVID-19 pandemic: an EHRA physician survey. Europace 24<\/b>, 473\u2013480 (2022).<\/p>\n


    \n Google Scholar<\/a>\u00a0\n <\/p>\n<\/li>\n

  • \n

    Borgeaud, A. Smartphone adoption rate in selected countries in Latin America in 2023 and 2030. Statista www.statista.com\/statistics\/1281782\/latin-america-smartphone-adoption-rate-by-country\/<\/a> (2024).<\/p>\n<\/li>\n

  • \n

    Economic Commission for Latin America and the Caribbean. A digital path for sustainable development in Latin America and the Caribbean. ECLAC www.cepal.org\/en\/publications\/48461-digital-path-sustainable-development-latin-america-and-caribbean<\/a> (2022).<\/p>\n<\/li>\n

  • \n

    United Nations Development Programme. Latin America and the Caribbean. Missed connections: an incomplete digital revolution in Latin America and the Caribbean. UNDP www.undp.org\/latin-america\/blog\/missed-connections-incomplete-digital-revolution-latin-america-and-caribbean-0<\/a> (2024).<\/p>\n<\/li>\n

  • \n

    Inter-American Development Bank. At least 77 million rural inhabitants have no access to high-quality internet services. IDB www.iadb.org\/en\/news\/least-77-million-rural-inhabitants-have-no-access-high-quality-internet-services<\/a> (2020).<\/p>\n<\/li>\n

  • \n

    Gasparini, L. & Cruces, G. The changing picture of inequality in Latin America: evidence for three decades. UNDP www.undp.org\/latin-america\/blog\/changing-picture-inequality-latin-america-evidence-three-decades<\/a> (2022).<\/p>\n<\/li>\n

  • \n

    Economic Commission for Latin America and the Caribbean. Social panorama of Latin America and the Caribbean 2024: the challenges of non-contributory social protection in advancing towards inclusive social development. ECLAC www.cepal.org\/en\/publications\/type\/social-panorama-latin-america-and-caribbean<\/a> (2024).<\/p>\n<\/li>\n

  • \n

    Curioso, W. H. Building capacity and training for digital health: challenges and opportunities in Latin America. J. Med. Internet Res. 21<\/b>, e16513 (2019).<\/p>\n


    \n Google Scholar<\/a>\u00a0\n <\/p>\n<\/li>\n

  • \n

    Presidency of the Republic General Secretariat Deputy Directorate for Legal Affairs. Law No. 14.510 of 27 December 2022 to authorize and regulate the practice of telehealth throughout the national territory. Official Gazette of the Union Section 1, B., DF, p. 1. gov.br www.planalto.gov.br\/ccivil_03\/_ato2019-2022\/2022\/lei\/L14510.htm#:~:Text=LEI%20N%C2%BA%2014.510%2C%20DE%2027,15%20de%20abril%20de%202020<\/a> (2022).<\/p>\n<\/li>\n

  • \n

    Kessel, R. V. et al. Digital health reimbursement strategies of 8 European countries and Israel: scoping review and policy mapping. JMIR Mhealth Uhealth 11<\/b>, e49003 (2023).<\/p>\n


    \n Google Scholar<\/a>\u00a0\n <\/p>\n<\/li>\n

  • \n

    National Center for Health Statistics. Health, United States, 2011: with special feature on socioeconomic status and health. Report No. 2012-1232. NCBI www.ncbi.nlm.nih.gov\/books\/n\/healthus11\/pdf\/<\/a> (2012).<\/p>\n<\/li>\n

  • \n

    Cohen, M. G. et al. Racial and ethnic differences in the treatment of acute myocardial infarction: findings from the Get With The Guidelines\u2013Coronary Artery Disease Program. Circulation 121<\/b>, 2294\u20132301 (2010).<\/p>\n


    \n Google Scholar<\/a>\u00a0\n <\/p>\n<\/li>\n

  • \n

    Public Health Agency of Canada. Key health inequalities in Canada: a national portrait \u2013 executive summary. Government of Canada www.canada.ca\/en\/public-health\/services\/publications\/science-research-data\/key-health-inequalities-canada-national-portrait-executive-summary.html<\/a> (2018).<\/p>\n<\/li>\n

  • \n

    Pew Research Center. Mobile fact sheet. Pew Research Center www.pewresearch.org\/internet\/fact-sheet\/mobile\/<\/a> (2024).<\/p>\n<\/li>\n

  • \n

    Troy, A. L., Xu, J. & Wadhera, R. K. Access to care and cardiovascular health in US counties with low versus higher broadband internet availability. Am. J. Cardiol. 209<\/b>, 190\u2013192 (2023).<\/p>\n


    \n Google Scholar<\/a>\u00a0\n <\/p>\n<\/li>\n

  • \n

    Moorhead, J. B. et al. Internet access and cardiovascular death in the United States. Am. Heart J. 21<\/b>, 100200 (2022).<\/p>\n


    \n Google Scholar<\/a>\u00a0\n <\/p>\n<\/li>\n

  • \n

    Federal Communications Commission. Emergency broadband benefit. FCC www.fcc.gov\/broadbandbenefit<\/a> (2023).<\/p>\n<\/li>\n

  • \n

    National Digital Inclusion Alliance. NDIA definitions. NDIA www.digitalinclusion.org\/definitions\/<\/a> (2024).<\/p>\n<\/li>\n

  • \n

    Masterson Creber, R. et al. Telehealth and health equity in older adults with heart failure: a scientific statement from the American Heart Association. Circ. Cardiovasc. Qual. Outcomes 16<\/b>, e000123 (2023).<\/p>\n


    \n Google Scholar<\/a>\u00a0\n <\/p>\n<\/li>\n

  • \n

    Churchwell, K. et al. Call to action: structural racism as a fundamental driver of health disparities: a presidential advisory from the American Heart Association. Circulation 142<\/b>, e454\u2013e468 (2020).<\/p>\n


    \n Google Scholar<\/a>\u00a0\n <\/p>\n<\/li>\n

  • \n

    American Heart Association. Precision Medicine Platform. American Heart Association pmp.heart.org\/<\/a> (2025).<\/p>\n<\/li>\n

  • \n

    Canadian Medical Association. How Canada\u2019s health care system can improve data and information sharing: new report. Canadian Medical Association www.cma.ca\/latest-stories\/how-canadas-health-care-system-can-improve-data-and-information-sharing-new-report<\/a> (2024).<\/p>\n<\/li>\n

  • \n

    Prosim Financial Group. Health insurance trends for individuals in Canada for 2025. PFG prosimfinancial.ca\/2025\/01\/health-insurance-trends-for-individuals-in-canada-for-2025<\/a> (2024).<\/p>\n<\/li>\n

  • \n

    Task Team on Equitable Access to Virtual Care. Enhancing equitable access to virtual care in Canada: principle-based recommendations for equity. Government of Canada www.canada.ca\/en\/health-canada\/corporate\/transparency\/health-agreements\/bilateral-agreement-pan-canadian-virtual-care-priorities-covid-19\/enhancing-access-principle-based-recommendations-equity.html<\/a> (2021).<\/p>\n<\/li>\n

  • \n

    Shachar, C., Cadario, R., Cohen, I. G. & Morewedge, C. K. HIPAA is a misunderstood and inadequate tool for protecting medical data. Nat. Med. 29<\/b>, 1900\u20131902 (2023).<\/p>\n

    CAS<\/a>\u00a0
    \n
    \n Google Scholar<\/a>\u00a0\n <\/p>\n<\/li>\n

  • \n

    Pan American Health Organization. 8 principles for digital transformation of public health. PAHO www.paho.org\/en\/information-systems-and-digital-health\/8-principles-digital-transformation-public-health<\/a> (2021).<\/p>\n<\/li>\n

  • \n

    MacDorman, M. F., Thoma, M., Declcerq, E. & Howell, E. A. Racial and ethnic disparities in maternal mortality in the United States using enhanced vital records, 2016\u20132017. Am. J. Public. Health 111<\/b>, 1673\u20131681 (2021).<\/p>\n


    \n Google Scholar<\/a>\u00a0\n <\/p>\n<\/li>\n","protected":false},"excerpt":{"rendered":"World Health Organization. Fifty-Eighth World Health Assembly. Geneva, 16\u201325 May 2005: Resolutions and Decisions Annex. WHO iris.who.int\/bitstream\/handle\/10665\/20398\/A58_2005_REC1-en.pdf?sequence=1&isAllowed=y (2005).…\n","protected":false},"author":3,"featured_media":68842,"comment_status":"","ping_status":"","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[35],"tags":[48696,48697,14212,48694,834,210,1141,1142,3209,48695,10542,67,132,68],"class_list":{"0":"post-68841","1":"post","2":"type-post","3":"status-publish","4":"format-standard","5":"has-post-thumbnail","7":"category-health-care","8":"tag-cardiac-imaging","9":"tag-cardiac-surgery","10":"tag-cardiology","11":"tag-computational-biology-and-bioinformatics","12":"tag-general","13":"tag-health","14":"tag-health-care","15":"tag-healthcare","16":"tag-medicine-public-health","17":"tag-prognosis","18":"tag-risk-factors","19":"tag-united-states","20":"tag-unitedstates","21":"tag-us"},"share_on_mastodon":{"url":"https:\/\/pubeurope.com\/@us\/114866415396860454","error":""},"_links":{"self":[{"href":"https:\/\/www.europesays.com\/us\/wp-json\/wp\/v2\/posts\/68841","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.europesays.com\/us\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.europesays.com\/us\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.europesays.com\/us\/wp-json\/wp\/v2\/users\/3"}],"replies":[{"embeddable":true,"href":"https:\/\/www.europesays.com\/us\/wp-json\/wp\/v2\/comments?post=68841"}],"version-history":[{"count":0,"href":"https:\/\/www.europesays.com\/us\/wp-json\/wp\/v2\/posts\/68841\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.europesays.com\/us\/wp-json\/wp\/v2\/media\/68842"}],"wp:attachment":[{"href":"https:\/\/www.europesays.com\/us\/wp-json\/wp\/v2\/media?parent=68841"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.europesays.com\/us\/wp-json\/wp\/v2\/categories?post=68841"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.europesays.com\/us\/wp-json\/wp\/v2\/tags?post=68841"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}