Published on in Vol 9, No 3 (2021): March

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/21061, first published .
Digital Technology Interventions for Risk Factor Modification in Patients With Cardiovascular Disease: Systematic Review and Meta-analysis

Digital Technology Interventions for Risk Factor Modification in Patients With Cardiovascular Disease: Systematic Review and Meta-analysis

Digital Technology Interventions for Risk Factor Modification in Patients With Cardiovascular Disease: Systematic Review and Meta-analysis

Journals

  1. Prieto-Avalos G, Cruz-Ramos N, Alor-Hernández G, Sánchez-Cervantes J, Rodríguez-Mazahua L, Guarneros-Nolasco L. Wearable Devices for Physical Monitoring of Heart: A Review. Biosensors 2022;12(5):292 View
  2. Kyaw T, Ng N, Theocharaki M, Wennberg P, Sahlen K. Cost-effectiveness of Digital Tools for Behavior Change Interventions Among People With Chronic Diseases: Systematic Review. Interactive Journal of Medical Research 2023;12:e42396 View
  3. Montgomery R, Boucher E, Honomichl R, Powell T, Guyton S, Bernecker S, Stoeckl S, Parks A. The Effects of a Digital Mental Health Intervention in Adults With Cardiovascular Disease Risk Factors: Analysis of Real-World User Data. JMIR Cardio 2021;5(2):e32351 View
  4. Aguiar M, Trujillo M, Chaves D, Álvarez R, Epelde G. mHealth Apps Using Behavior Change Techniques to Self-report Data: Systematic Review. JMIR mHealth and uHealth 2022;10(9):e33247 View
  5. Dafny H, Champion S, Gebremichael L, Pearson V, Hendriks J, Clark R, Pinero de Plaza M, Gulyani A, Hines S, Beleigoli A. Cardiac rehabilitation, physical activity, and the effectiveness of activity monitoring devices on cardiovascular patients: an umbrella review of systematic reviews. European Heart Journal - Quality of Care and Clinical Outcomes 2023 View
  6. Yeung A, Kulnik S, Parvanov E, Fassl A, Eibensteiner F, Völkl-Kernstock S, Kletecka-Pulker M, Crutzen R, Gutenberg J, Höppchen I, Niebauer J, Smeddinck J, Willschke H, Atanasov A. Research on Digital Technology Use in Cardiology: Bibliometric Analysis. Journal of Medical Internet Research 2022;24(5):e36086 View
  7. Bughin F, Bui G, Ayoub B, Blervaque L, Saey D, Avignon A, Brun J, Molinari N, Pomies P, Mercier J, Gouzi F, Hayot M. Impact of a Mobile Telerehabilitation Solution on Metabolic Health Outcomes and Rehabilitation Adherence in Patients With Obesity: Randomized Controlled Trial. JMIR mHealth and uHealth 2021;9(12):e28242 View
  8. Lukey A, Mackay M, Hasan K, Rush K. Clinical Perspectives on the Development of a Gamified Heart Failure Patient Education Web Site. CIN: Computers, Informatics, Nursing 2023;41(8):615 View
  9. Vázquez-Lorente H, Jurado-Fasoli L, Kohler I, Di X, Yang W, Osuna-Prieto F, Asadov S, Frias-Rodríguez J, Castillo-Garzón M, Amaro-Gahete F. Linoleic acid-derived oxylipins and isoprostanes plasma levels are influenced by 1,25-Dihydroxyvitamin D levels in middle-aged sedentary adults: The FIT-AGEING study. Experimental Gerontology 2022;169:111954 View
  10. Castro R, Ribeiro-Alves M, Oliveira C, Romero C, Perazzo H, Simjanoski M, Kapciznki F, Balanzá-Martínez V, De Boni R. What Are We Measuring When We Evaluate Digital Interventions for Improving Lifestyle? A Scoping Meta-Review. Frontiers in Public Health 2022;9 View
  11. Foster M, Xiong W, Quintiliani L, Hartmann C, Gaehde S. Preferences of Older Adult Veterans With Heart Failure for Engaging With Mobile Health Technology to Support Self-care: Qualitative Interview Study Among Patients With Heart Failure and Content Analysis. JMIR Formative Research 2022;6(12):e41317 View
  12. Castela Forte J, Gannamani R, Folkertsma P, Kumaraswamy S, Mount S, van Dam S, Hoogsteen J. Changes in Blood Lipid Levels After a Digitally Enabled Cardiometabolic Preventive Health Program: Pre-Post Study in an Adult Dutch General Population Cohort. JMIR Cardio 2022;6(1):e34946 View
  13. Pizga A, Karatzanos E, Tsikrika S, Gioni V, Vasileiadis I, Nanas S, Kordoutis P. Psychosocial Interventions to Enhance Treatment Adherence to Lifestyle Changes in Cardiovascular Disease: A Review of the Literature 2011-2021. European Journal of Environment and Public Health 2022;6(1):em0102 View
  14. Carrillo Alemán L, Roy Añón I, Herrero Brocal M, Alonso Salinas G. Telecardiología. De la prevención primaria a la secundaria. REC: CardioClinics 2022;57:S3 View
  15. Denysyuk H, Pinto R, Silva P, Duarte R, Marinho F, Pimenta L, Gouveia A, Gonçalves N, Coelho P, Zdravevski E, Lameski P, Leithardt V, Garcia N, Pires I. Algorithms for automated diagnosis of cardiovascular diseases based on ECG data: A comprehensive systematic review. Heliyon 2023;9(2):e13601 View
  16. Tabernero C, Gutiérrez-Domingo T, Steca P, Castillo-Mayén R, Cuadrado E, Rubio S, Farhane-Medina N, Luque B. Effectiveness of Mindfulness and Positive Strengthening mHealth Interventions for the Promotion of Subjective Emotional Wellbeing and Management of Self-Efficacy for Chronic Cardiac Diseases. Journal of Personalized Medicine 2022;12(12):1953 View
  17. Adachi T, Tsunekawa Y, Tanimura D. Association among mild cognitive impairment, social frailty, and clinical events in elderly patients with cardiovascular disease. Heart & Lung 2022;55:82 View
  18. Anjum M, Riaz O, Latif M. Diastolic Dysfunction Prediction with Symptoms Using Machine Learning Approach. International Journal of Innovations in Science and Technology 2022;4(3):714 View
  19. Vaucel J, Enaud N, Paradis C, Bragança C, Courtois A, Lan M, Gil-Jardine C, Enaud R, Labadie M, Deguigne M, Roux G, Descatha A, Azzouz R, Nisse P, Patat A, Paret N, Blanc-Brisset I, Nardon A, Haro L, Simon N, Delcourt N, Pelissier F, Tournoud C, Puskarczyk E, Langrand J, Laborde-Casterot H, Care W, Vodovar D. Poison control centres and alternative forms of communication: comparison of response rates between text message and telephone follow-up. Clinical Toxicology 2022;60(8):947 View
  20. Bustos-López M, Cruz-Ramírez N, Guerra-Hernández A, Sánchez-Morales L, Cruz-Ramos N, Alor-Hernández G. Wearables for Engagement Detection in Learning Environments: A Review. Biosensors 2022;12(7):509 View
  21. Patterson K, Davey R, Keegan R, Kunstler B, Woodward A, Freene N. Behaviour change techniques in cardiovascular disease smartphone apps to improve physical activity and sedentary behaviour: Systematic review and meta-regression. International Journal of Behavioral Nutrition and Physical Activity 2022;19(1) View
  22. Dai H, Younis A, Kong J, Puce L, Jabbour G, Yuan H, Bragazzi N. Big Data in Cardiology: State-of-Art and Future Prospects. Frontiers in Cardiovascular Medicine 2022;9 View
  23. Moses J, Adibi S, Angelova M, Islam S. Smart Home Technology Solutions for Cardiovascular Diseases: A Systematic Review. Applied System Innovation 2022;5(3):51 View
  24. Gerges S, Hallit S. Pros and Cons of Telemedicine: Implications in Cardiology and Cardiovascular Medicine. Future Cardiology 2022;18(11):843 View
  25. Liu S, Li J, Wan D, Li R, Qu Z, Hu Y, Liu J. Effectiveness of eHealth Self-management Interventions in Patients With Heart Failure: Systematic Review and Meta-analysis. Journal of Medical Internet Research 2022;24(9):e38697 View
  26. Ju H, Kang E, Kim Y, Ko H, Cho B. The Effectiveness of a Mobile Health Care App and Human Coaching Program in Primary Care Clinics: Pilot Multicenter Real-World Study. JMIR mHealth and uHealth 2022;10(5):e34531 View
  27. Doan L, Nguyen H, Nguyen T, Phan T, Huy L, Nguyen T, Doan T. ModAsian FINDRISC as a Screening Tool for People with Undiagnosed Type 2 Diabetes Mellitus in Vietnam: A Community-Based Cross-Sectional Study. Journal of Multidisciplinary Healthcare 2023;Volume 16:439 View
  28. Cruz-Cobo C, Bernal-Jiménez M, Vázquez-García R, Santi-Cano M. Effectiveness of mHealth Interventions in the Control of Lifestyle and Cardiovascular Risk Factors in Patients After a Coronary Event: Systematic Review and Meta-analysis. JMIR mHealth and uHealth 2022;10(12):e39593 View
  29. Crouse J, LaMonica H, Song Y, Boulton K, Rohleder C, DeMayo M, Wilson C, Loblay V, Hindmarsh G, Stratigos T, Krausz M, Foo N, Teo M, Hunter A, Guastella A, Banati R, Troy J, Hickie I. Designing an App for Parents and Caregivers to Promote Cognitive and Socioemotional Development and Well-being Among Children Aged 0 to 5 Years in Diverse Cultural Settings: Scientific Framework. JMIR Pediatrics and Parenting 2023;6:e38921 View
  30. Castela Forte J, Folkertsma P, Gannamani R, Kumaraswamy S, van Dam S, Hoogsteen J. Effect of a Digitally-Enabled, Preventive Health Program on Blood Pressure in an Adult, Dutch General Population Cohort: An Observational Pilot Study. International Journal of Environmental Research and Public Health 2022;19(7):4171 View
  31. Lareyre F, Chaptoukaev H, Kiang S, Chaudhuri A, Behrendt C, Zuluaga M, Raffort J. Telemedicine and Digital Health Applications in Vascular Surgery. Journal of Clinical Medicine 2022;11(20):6047 View
  32. Fraser M, Gorely T, O’Malley C, Muggeridge D, Giggins O, Crabtree D. Does Connected Health Technology Improve Health-Related Outcomes in Rural Cardiac Populations? Systematic Review Narrative Synthesis. International Journal of Environmental Research and Public Health 2022;19(4):2302 View
  33. Adachi T, Tsunekawa Y, Matsuoka A, Tanimura D. Association between Rapid Dementia Screening Test score and clinical events in elderly patients with cardiovascular disease: a retrospective cohort study. European Journal of Cardiovascular Nursing 2022;21(8):840 View
  34. Turan Kavradim S, Yangöz Ş, Özer Z. Effectiveness of virtual reality interventions on physiological and psychological outcomes of adults with cardiovascular disease: A systematic review and meta‐analysis. Journal of Nursing Scholarship 2023;55(5):949 View
  35. Düsing P, Eckardt I, Schirmer S, Sinning J, Werner N, Bönner F, Krogmann A, Schäfer S, Sedaghat A, Müller C, Nickenig G, Zietzer A. A prospective, randomized, controlled, multicentre trial for secondary prevention in patients with chronic coronary syndrome using a smartphone application for digital therapy: the CHANGE study protocol. European Heart Journal - Digital Health 2023;4(3):207 View
  36. Kaihlaniemi J, Liljamo P, Rajala M, Kaakinen P, Oikarinen A. Health care Professionals' experiences of counselling competence in digital care pathways – A descriptive qualitative study. Nursing Open 2023;10(7):4773 View
  37. Martyn-Nemeth P, Hayman L. Digital Technology in Cardiovascular Health. Journal of Cardiovascular Nursing 2023;38(3):207 View
  38. Noyd D, Liu Q, Yasui Y, Chow E, Bhatia S, Nathan P, Landstrom A, Tonorezos E, Casillas J, Berkman A, Ness K, Mulrooney D, Leisenring W, Howell C, Shoag J, Kirchhoff A, Howell R, Gibson T, Zullig L, Armstrong G, Oeffinger K. Cardiovascular Risk Factor Disparities in Adult Survivors of Childhood Cancer Compared With the General Population. JACC: CardioOncology 2023;5(4):489 View
  39. Lazarus J, Villota-Rivas M, Jiménez-González C, Santos-Laso A, Iruzubieta P, Arias-Loste M, Rice-Duek L, Leigh S, Kopka C, Turnes J, Calleja J, Crespo J. Physicians' Use of Digital Health Interventions in the Management of Nonalcoholic Fatty Liver Disease. Clinics in Liver Disease 2023;27(2):515 View
  40. Li Z, Long Y, Yang Q, Liu J, Wang Y. Smartphone-based interventions in the secondary prevention of cardiovascular disease: A meta-analysis. Technology and Health Care 2023;31(5):1935 View
  41. Kazmi S, Murtaza F, Hashmi F, Iftikhar M, Iqbal M, Nasir A. Predictive and Protective Role of Grit, Internal Locus of Control and Social Support in Mental Health of Cardiac Patients. Pakistan Journal of Health Sciences 2023:34 View
  42. Guan V, Zhou C, Wan H, Zhou R, Zhang D, Zhang S, Yang W, Voutharoja B, Wang L, Win K, Wang P. A Novel Mobile App for Personalized Dietary Advice Leveraging Persuasive Technology, Computer Vision, and Cloud Computing: Development and Usability Study. JMIR Formative Research 2023;7:e46839 View
  43. Glock H, Borgström Bolmsjö B, Milos Nymberg V, Wolff M, Calling S. ‘In the end, I’m the one who has to do the job’: Participant experience of a lifestyle intervention for patients with hypertension. Scandinavian Journal of Primary Health Care 2023;41(4):457 View
  44. Birkun A, Gautam A. Large Language Model-based Chatbot as a Source of Advice on First Aid in Heart Attack. Current Problems in Cardiology 2024;49(1):102048 View
  45. Mair J, Salamanca-Sanabria A, Augsburger M, Frese B, Abend S, Jakob R, Kowatsch T, Haug S. Effective Behavior Change Techniques in Digital Health Interventions for the Prevention or Management of Noncommunicable Diseases: An Umbrella Review. Annals of Behavioral Medicine 2023;57(10):817 View
  46. Azizi Z, Adedinsewo D, Rodriguez F, Lewey J, Merchant R, Brewer L. Leveraging Digital Health to Improve the Cardiovascular Health of Women. Current Cardiovascular Risk Reports 2023;17(11):205 View
  47. Chang S, Chang Y, Jeng W, Wai J. Efficacy of a multidimensional self-management intervention on low-education women with metabolic syndrome: a cluster randomized controlled trial. Scientific Reports 2023;13(1) View
  48. Akinosun A, Kamya S, Watt J, Johnston W, Leslie S, Grindle M. Cardiovascular disease behavioural risk factors in rural interventions: cross-sectional study. Scientific Reports 2023;13(1) View
  49. Kim Y, Lee S. A Systematic Review and Meta-Analysis of the Effectiveness of Non-Face-to-Face Coaching. Sustainability 2023;15(12):9727 View
  50. Hayn D, Sareban M, Höfer S, Wiesmüller F, Mayr K, Mürzl N, Porodko M, Puelacher C, Moser L, Philippi M, Traninger H, Niebauer J. Effect of digital tools in outpatient cardiac rehabilitation including home training—results of the EPICURE study. Frontiers in Digital Health 2023;5 View
  51. Cai C, Cornelius S, Demedis J, Hagen A, Abbey-Lambertz M, Armstrong G, Oeffinger K, Syrjala K, Taylor S, Yi J, Chow E. Experiences of adult survivors of childhood cancer in a randomized cardiovascular health promotion trial: a qualitative report from the Childhood Cancer Survivor Study. Journal of Cancer Survivorship 2023 View
  52. Rigatti M, Chapman B, Chai P, Smelson D, Babu K, Carreiro S. Digital biomarker applications across the spectrum of opioid use disorder. Cogent Mental Health 2023;2(1) View
  53. Braver J, Marwick T, Oldenburg B, Issaka A, Carrington M. Digital Health Programs to Reduce Readmissions in Coronary Artery Disease. JACC: Advances 2023;2(8):100591 View
  54. Alshaiban A, Alavudeen S, Alshahrani I, Kardam A, Alhasan I, Alasiri S, Imam M, Almalki Z, Akhtar M. Impact of Clinical Pharmacist Running Anticoagulation Clinic in Saudi Arabia. Journal of Clinical Medicine 2023;12(12):3887 View
  55. Minuz P, Albini F, Imbalzano E, Izzo R, Masi S, Pengo M, Pucci G, Scalise F, Salvetti M, Tocci G, Cicero A, Iaccarino G, Savoia C, Sechi L, Parati G, Borghi C, Volpe M, Ferri C, Grassi G, Muiesan M. Telemedicine and Digital Medicine in the Clinical Management of Hypertension and Hypertension-Related Cardiovascular Diseases: A Position Paper of the Italian Society of Arterial Hypertension (SIIA). High Blood Pressure & Cardiovascular Prevention 2023;30(5):387 View
  56. Gannamani R, Castela Forte J, Folkertsma P, Hermans S, Kumaraswamy S, van Dam S, Chavannes N, van Os H, Pijl H, Wolffenbuttel B. A digitally-enabled, combined lifestyle intervention for weight loss: a pilot study in a Dutch general population cohort (Preprint). JMIR Formative Research 2022 View
  57. Beckie T, Sengupta A, Dey A, Dutta K, Ji M, Chellappan S. A Mobile Health Behavior Change Intervention for Women With Coronary Heart Disease. Journal of Cardiopulmonary Rehabilitation and Prevention 2024;44(1):40 View
  58. Chen Y, Turkson-Ocran R, Koirala B, Davidson P, Commodore-Mensah Y, Himmelfarb C. Association Between the Composite Cardiovascular Risk and mHealth Use Among Adults in the 2017-2020 Health Information National Trends Survey: Cross-Sectional Study. Journal of Medical Internet Research 2024;26:e46277 View
  59. Liu Y, Wang C, Zhang P, Fu W, Zhang J, Zhang Z, Mao J, Yang Y, Zou L. Association Between the Frequency of Tooth Brushing and the Risk of Cardiovascular Disease: A Systematic Review and Meta-analysis. Angiology 2024 View
  60. Wang Z, Sun Z, Yu L, Wang Z, Li L, Lu X. Machine learning-based prediction of composite risk of cardiovascular events in patients with stable angina pectoris combined with coronary heart disease: development and validation of a clinical prediction model for Chinese patients. Frontiers in Pharmacology 2024;14 View
  61. Johansson M, Romero D, Jakobson M, Heinemans N, Lindner P. Digital interventions targeting excessive substance use and substance use disorders: a comprehensive and systematic scoping review and bibliometric analysis. Frontiers in Psychiatry 2024;15 View
  62. Narayan S, Wan E, Andrade J, Avari Silva J, Bhatia N, Deneke T, Deshmukh A, Chon K, Erickson L, Ghanbari H, Noseworthy P, Pathak R, Roelle L, Seiler A, Singh J, Srivatsa U, Trela A, Tsiperfal A, Varma N, Yousuf O. Visions for digital integrated cardiovascular care: HRS Digital Health Committee perspectives. Cardiovascular Digital Health Journal 2024;5(2):37 View
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  64. Miyakoshi T, Ito Y. Assessing the current utilization status of wearable devices in clinical research. Clinical Trials 2024 View
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  67. Li D, Huang L, Zhang F, Wang J. Comparative effectiveness of ehealth self-management interventions for patients with heart failure: A Bayesian network meta-analysis. Patient Education and Counseling 2024;124:108277 View
  68. Bernal-Jiménez M, Calle G, Gutiérrez Barrios A, Gheorghe L, Cruz-Cobo C, Trujillo-Garrido N, Rodríguez-Martín A, Tur J, Vázquez-García R, Santi-Cano M. Effectiveness of an Interactive mHealth App (EVITE) in Improving Lifestyle After a Coronary Event: Randomized Controlled Trial. JMIR mHealth and uHealth 2024;12:e48756 View
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Books/Policy Documents

  1. Colberg S, Scheiner G. Diabetes Digital Health and Telehealth. View
  2. Lippke S. Digitale Gesundheitsinterventionen. View
  3. Liu, MD, PhD, MSc L, Nelson, PhD, MPH J, Newschaffer, PhD C. Chronic Disease Epidemiology, Prevention, and Control, 5th edition. View
  4. de Oliveira R, Dal Sasso G, Iyengar S, Oinas-Kukkonen H. Digital Health and Wireless Solutions. View