Published on in Vol 4, No 4 (2016): Oct-Dec

Economic Evaluation of Text-Messaging and Smartphone-Based Interventions to Improve Medication Adherence in Adolescents with Chronic Health Conditions: A Systematic Review

Economic Evaluation of Text-Messaging and Smartphone-Based Interventions to Improve Medication Adherence in Adolescents with Chronic Health Conditions: A Systematic Review

Economic Evaluation of Text-Messaging and Smartphone-Based Interventions to Improve Medication Adherence in Adolescents with Chronic Health Conditions: A Systematic Review

Authors of this article:

Sherif M Badawy1, 2 Author Orcid Image ;   Lisa M Kuhns3 Author Orcid Image

Journals

  1. Haga S, Shaw R, Kneifel C, Bond S, Ginsburg G. Promoting Wellness Through Mobile Health Technology in a College Student Population: Protocol Development and Pilot Study. JMIR Research Protocols 2020;9(4):e16474 View
  2. Badawy S, Cronin R, Hankins J, Crosby L, DeBaun M, Thompson A, Shah N. Patient-Centered eHealth Interventions for Children, Adolescents, and Adults With Sickle Cell Disease: Systematic Review. Journal of Medical Internet Research 2018;20(7):e10940 View
  3. Badawy S, Thompson A, Kuhns L. Medication Adherence and Technology-Based Interventions for Adolescents With Chronic Health Conditions: A Few Key Considerations. JMIR mHealth and uHealth 2017;5(12):e202 View
  4. Kosse R, Bouvy M, Belitser S, de Vries T, van der Wal P, Koster E. Effective Engagement of Adolescent Asthma Patients With Mobile Health–Supporting Medication Adherence. JMIR mHealth and uHealth 2019;7(3):e12411 View
  5. Badawy S, Barrera L, Cai S, Thompson A. Association between Participants’ Characteristics, Patient-Reported Outcomes, and Clinical Outcomes in Youth with Sickle Cell Disease. BioMed Research International 2018;2018:1 View
  6. Alcaraz K, Vereen R, Burnham D. Use of Telephone and Digital Channels to Engage Socioeconomically Disadvantaged Adults in Health Disparities Research Within a Social Service Setting: Cross-Sectional Study. Journal of Medical Internet Research 2020;22(4):e16680 View
  7. Bradway M, Carrion C, Vallespin B, Saadatfard O, Puigdomènech E, Espallargues M, Kotzeva A. mHealth Assessment: Conceptualization of a Global Framework. JMIR mHealth and uHealth 2017;5(5):e60 View
  8. Shin Y, Kim S, Lee M. Mobile phone interventions to improve adolescents' physical health: A systematic review and meta‐analysis. Public Health Nursing 2019;36(6):787 View
  9. Chambergo-Michilot D, Tellez W, Becerra-Chauca N, Zafra-Tanaka J, Taype-Rondan A, Hirst J. Text message reminders for improving sun protection habits: A systematic review. PLOS ONE 2020;15(5):e0233220 View
  10. Jain Y, Garg A, Jhamb D, Jain P, Karar A. Preparing India to Leverage Power of Mobile Technology: Development of a Bilingual Mobile Health Tool for Heart Patients. Cardiovascular & Hematological Agents in Medicinal Chemistry 2019;17(2):125 View
  11. Badawy S, Shah R, Beg U, Heneghan M. Habit Strength, Medication Adherence, and Habit-Based Mobile Health Interventions Across Chronic Medical Conditions: Systematic Review. Journal of Medical Internet Research 2020;22(4):e17883 View
  12. Creary S, Chisolm D, Stanek J, Hankins J, O'Brien S. A Multidimensional Electronic Hydroxyurea Adherence Intervention for Children With Sickle Cell Disease: Single-Arm Before-After Study. JMIR mHealth and uHealth 2019;7(8):e13452 View
  13. Lopez K, O'Connor M, King J, Alexander J, Challman M, Lovick D, Goodly N, Smith A, Fawcett E, Mulligan C, Thompson D, Fordis M. Improving Transitions of Care for Young Adults With Congenital Heart Disease: Mobile App Development Using Formative Research. JMIR Formative Research 2018;2(2):e16 View
  14. Park L, Ng F, K Shim J, Elnaggar A, Villero O. Perceptions and experiences of using mobile technology for medication adherence among older adults with coronary heart disease: A qualitative study. DIGITAL HEALTH 2020;6:205520762092684 View
  15. Baskerville N, Struik L, Guindon G, Norman C, Whittaker R, Burns C, Hammond D, Dash D, Brown K. Effect of a Mobile Phone Intervention on Quitting Smoking in a Young Adult Population of Smokers: Randomized Controlled Trial. JMIR mHealth and uHealth 2018;6(10):e10893 View
  16. Badawy S, Barrera L, Sinno M, Kaviany S, O’Dwyer L, Kuhns L. Text Messaging and Mobile Phone Apps as Interventions to Improve Adherence in Adolescents With Chronic Health Conditions: A Systematic Review. JMIR mHealth and uHealth 2017;5(5):e66 View
  17. Tan J, Christie A, Montalvo S, Wallace C, Yan Y, Folkerts M, Yingling A, Sher D, Choy H, Jiang S, Westover K. Automated Text Message Reminders Improve Radiation Therapy Compliance. International Journal of Radiation Oncology*Biology*Physics 2019;103(5):1045 View
  18. Ramsey W, Heidelberg R, Gilbert A, Heneghan M, Badawy S, Alberts N. eHealth and mHealth interventions in pediatric cancer: A systematic review of interventions across the cancer continuum. Psycho-Oncology 2020;29(1):17 View
  19. Nguyen C, Dew M, Irizarry T, McNulty M, Rennick J, Knäuper B, Descoteaux A, Grenier A, Jeannot L, Foster B, DeVito Dabbs A. Promoting medication adherence from the perspective of adolescent and young adult kidney transplant recipients, parents, and health care professionals: A TAKE‐IT TOO study. Pediatric Transplantation 2020;24(5) View
  20. Virella Pérez Y, Medlow S, Ho J, Steinbeck K. Mobile and Web-Based Apps That Support Self-Management and Transition in Young People With Chronic Illness: Systematic Review. Journal of Medical Internet Research 2019;21(11):e13579 View
  21. Zamberg I, Windisch O, Agoritsas T, Nendaz M, Savoldelli G, Schiffer E. A Mobile Medical Knowledge Dissemination Platform (HeadToToe): Mixed Methods Study. JMIR Medical Education 2020;6(1):e17729 View
  22. Wei N, Dougherty B, Myers A, Badawy S. Using Google Glass in Surgical Settings: Systematic Review. JMIR mHealth and uHealth 2018;6(3):e54 View
  23. Alberts N, Badawy S, Hodges J, Estepp J, Nwosu C, Khan H, Smeltzer M, Homayouni R, Norell S, Klesges L, Porter J, Hankins J. Development of the InCharge Health Mobile App to Improve Adherence to Hydroxyurea in Patients With Sickle Cell Disease: User-Centered Design Approach. JMIR mHealth and uHealth 2020;8(5):e14884 View
  24. Bender B. Where does health communication technology fit into allergy practice?. Annals of Allergy, Asthma & Immunology 2018;121(1):24 View
  25. Iribarren S, Cato K, Falzon L, Stone P, Mihalopoulos C. What is the economic evidence for mHealth? A systematic review of economic evaluations of mHealth solutions. PLOS ONE 2017;12(2):e0170581 View
  26. Badawy S, Radovic A. Digital Approaches to Remote Pediatric Health Care Delivery During the COVID-19 Pandemic: Existing Evidence and a Call for Further Research. JMIR Pediatrics and Parenting 2020;3(1):e20049 View
  27. Badawy S, Thompson A, Liem R. Beliefs about hydroxyurea in youth with sickle cell disease. Hematology/Oncology and Stem Cell Therapy 2018;11(3):142 View
  28. Mulawa M, LeGrand S, Hightow-Weidman L. eHealth to Enhance Treatment Adherence Among Youth Living with HIV. Current HIV/AIDS Reports 2018;15(4):336 View
  29. Chung R, Mackie A, Baker A, de Ferranti S. Cardiovascular Risk and Cardiovascular Health Behaviours in the Transition From Childhood to Adulthood. Canadian Journal of Cardiology 2020;36(9):1448 View
  30. Overdijkink S, Velu A, Rosman A, van Beukering M, Kok M, Steegers-Theunissen R. The Usability and Effectiveness of Mobile Health Technology–Based Lifestyle and Medical Intervention Apps Supporting Health Care During Pregnancy: Systematic Review. JMIR mHealth and uHealth 2018;6(4):e109 View
  31. Haga S. Toward digital-based interventions for medication adherence and safety. Expert Opinion on Drug Safety 2020;19(6):735 View
  32. Steinkamp J, Goldblatt N, Borodovsky J, LaVertu A, Kronish I, Marsch L, Schuman-Olivier Z. Technological Interventions for Medication Adherence in Adult Mental Health and Substance Use Disorders: A Systematic Review. JMIR Mental Health 2019;6(3):e12493 View
  33. Lowres N, Duckworth A, Redfern J, Thiagalingam A, Chow C. Use of a Machine Learning Program to Correctly Triage Incoming Text Messaging Replies From a Cardiovascular Text–Based Secondary Prevention Program: Feasibility Study. JMIR mHealth and uHealth 2020;8(6):e19200 View
  34. Fashakin V, Mathur S, Kwagala P, Mupere E, Kiguli S, Kitaka S, Henry M, Van Ells L, Tusuubira S, Mulumba L, Duong J, Stockwell M, LaRussa P, Green N. Parental Notification Via Text Messaging for Infant Sickle Screening Programs: Exploration of Feasibility and Acceptability in Uganda. Journal of Pediatric Hematology/Oncology 2020;42(7):e593 View
  35. Davis T, DiClemente R, Prietula M. Using ADAPT-ITT to Modify a Telephone-Based HIV Prevention Intervention for SMS Delivery: Formative Study. JMIR Formative Research 2020;4(10):e22485 View
  36. Xu H, Long H. The Effect of Smartphone App–Based Interventions for Patients With Hypertension: Systematic Review and Meta-Analysis. JMIR mHealth and uHealth 2020;8(10):e21759 View
  37. Brief J, Chawla A, Lerner D, Vitola B, Woroniecki R, Morganstern J. The Impact of a Smartphone App on the Quality of Pediatric Colonoscopy Preparations: Randomized Controlled Trial. JMIR Pediatrics and Parenting 2020;3(2):e18174 View
  38. Ingerski L, Loew M, Porter J, Su Y, Zhang H, Hankins J, Wang W. Use of Wise Device Technology to Measure Adherence to Hydroxyurea Therapy in Youth With Sickle Cell Disease. Journal of Pediatric Hematology/Oncology 2021;43(1):e19 View
  39. Schleicher M, Unnikrishnan V, Neff P, Simoes J, Probst T, Pryss R, Schlee W, Spiliopoulou M. Understanding adherence to the recording of ecological momentary assessments in the example of tinnitus monitoring. Scientific Reports 2020;10(1) View
  40. Sasseville M, LeBlanc A, Boucher M, Dugas M, Mbemba G, Tchuente J, Chouinard M, Beaulieu M, Beaudet N, Skidmore B, Cholette P, Aspiros C, Larouche A, Chabot G, Gagnon M. Digital health interventions for the management of mental health in people with chronic diseases: a rapid review. BMJ Open 2021;11(4):e044437 View
  41. Linnemayr S, Zutshi R, Shadel W, Pedersen E, DeYoreo M, Tucker J. Text Messaging Intervention for Young Smokers Experiencing Homelessness: Lessons Learned From a Randomized Controlled Trial. JMIR mHealth and uHealth 2021;9(4):e23989 View
  42. Russ S, Sevdalis N, Ocloo J. A Smartphone App Designed to Empower Patients to Contribute Toward Safer Surgical Care: Qualitative Evaluation of Diverse Public and Patient Perceptions Using Focus Groups. JMIR mHealth and uHealth 2021;9(4):e24065 View
  43. Fogarty H, Gaul A, Syed S, Aleksejenko N, Geoghegan R, Conroy H, Crampton E, Ngwenya N, Tuohy E, McMahon C. Adherence to hydroxyurea, health-related quality of life domains and attitudes towards a smartphone app among Irish adolescents and young adults with sickle cell disease. Irish Journal of Medical Science (1971 -) 2022;191(2):809 View
  44. Hazel C, Bull S, Greenwell E, Bunik M, Puma J, Perraillon M. Systematic review of cost-effectiveness analysis of behavior change communication apps: Assessment of key methods. DIGITAL HEALTH 2021;7:205520762110005 View
  45. Badawy S, Cronin R, Liem R, Palermo T. Digital behavioural interventions for people with sickle cell disease. Cochrane Database of Systematic Reviews 2021 View
  46. Jannati N, Nakhaee N, Yazdi-Feyzabadi V, Tjondronegoro D. A cross-sectional online survey on patients’ satisfaction using store-and-forward voice and text messaging teleconsultation service during the COVID‑19 pandemic. International Journal of Medical Informatics 2021;151:104474 View
  47. Mehta P, Moore S, Bull S, Kwan B. Building MedVenture – A mobile health application to improve adolescent medication adherence – Using a multidisciplinary approach and academic–industry collaboration. DIGITAL HEALTH 2021;7:205520762110198 View
  48. Willems S, Rao J, Bhambere S, Patel D, Biggins Y, Guite J. Digital Solutions to Alleviate the Burden on Health Systems During a Public Health Care Crisis: COVID-19 as an Opportunity. JMIR mHealth and uHealth 2021;9(6):e25021 View
  49. Hussain T, Nassetta K, Badawy S. Adherence to Immunosuppression Medications among Heart Transplant Recipients: Challenges, Opportunities, and Potential Role of Digital Approaches in the COVID-19 Era. Journal of Cardiovascular Development and Disease 2021;8(6):68 View
  50. Pavuluri H, Grant A, Hartman A, Fowler L, Hudson J, Springhart P, Kennedy A. Implementation of iPads to Increase Compliance With Delivery of New Parent Education in the Mother–Baby Unit: Retrospective Study. JMIR Pediatrics and Parenting 2021;4(2):e18830 View
  51. Mushquash A, Pearson E, Waddington K, MacIsaac A, Mohammed S, Grassia E, Smith S, Wekerle C. User Perspectives on a Resilience-Building App (JoyPop): Qualitative Study. JMIR mHealth and uHealth 2021;9(7):e28677 View
  52. Shah A, O’Dwyer L, Badawy S. Telemedicine in Malignant and Nonmalignant Hematology: Systematic Review of Pediatric and Adult Studies. JMIR mHealth and uHealth 2021;9(7):e29619 View
  53. Wijeratne D, Bowman M, Sharpe I, Srivastava S, Jalink M, Gyawali B. Text Messaging in Cancer-Supportive Care: A Systematic Review. Cancers 2021;13(14):3542 View
  54. Emberson M, Lalande A, Wang D, McDonough D, Liu W, Gao Z, Abreu M. Effectiveness of Smartphone-Based Physical Activity Interventions on Individuals’ Health Outcomes: A Systematic Review. BioMed Research International 2021;2021:1 View
  55. Whiteley L, Craker L, Sun S, Tarantino N, Hershkowitz D, Moskowitz J, Arnold T, Haubrick K, Olsen E, Mena L, Brown L. Factors associated with PrEP adherence among MSM living in Jackson, Mississippi. Journal of HIV/AIDS & Social Services 2021;20(3):246 View
  56. Al-Aqeel S, Alsugair J, Alghamdi R. Economic evaluation of interventions to improve medication adherence among patients with chronic diseases: an overview of systematic reviews. Expert Review of Pharmacoeconomics & Outcomes Research 2023;23(2):153 View
  57. Germini F, Borg Debono V, Page D, Zuk V, Kucher A, Cotoi C, Hobson N, Sevestre M, Skinner M, Iorio A. User-Centered Development and Testing of the Online Patient-Reported Outcomes, Burdens, and Experiences (PROBE) Survey and the myPROBE App and Integration With the Canadian Bleeding Disorder Registry: Mixed Methods Study. JMIR Human Factors 2022;9(1):e30797 View
  58. Locke M, Reddy P, Badawy S. Adherence to Iron Chelation Therapy among Adults with Thalassemia: A Systematic Review. Hemoglobin 2022;46(4):201 View
  59. Radovic A, Badawy S. Technology Use for Adolescent Health and Wellness. Pediatrics 2020;145(Supplement_2):S186 View
  60. White P, Cooley W. Supporting the Health Care Transition From Adolescence to Adulthood in the Medical Home. Pediatrics 2018;142(5) View
  61. Schick-Makaroff K, Lagendyk L, Foster B, Lam N, Braam B, Bello A, Shojai S, Wen K. Designing an App for Immunosuppression Adherence and Communication: A Qualitative Approach. Canadian Journal of Kidney Health and Disease 2022;9:205435812110723 View
  62. Park T, Kim H, Song S, Griggs S. Economic Evaluation of Pharmacist-Led Digital Health Interventions: A Systematic Review. International Journal of Environmental Research and Public Health 2022;19(19):11996 View
  63. Selvarajah T, Yamamoto E, Saw Y, Kariya T, Hamajima N. Authors’ Response to Peer Reviews of “Satisfaction With Health Care Services at the Pediatric Specialist Clinic of the National Referral Center in Malaysia: Cross-sectional Study of Caregivers’ Perspectives”. JMIRx Med 2022;3(2):e37117 View
  64. Yu J, Wu J, Huang O, Chen X, Shen K. A Smartphone-Based App to Improve Adjuvant Treatment Adherence to Multidisciplinary Decisions in Patients With Early-Stage Breast Cancer: Observational Study. Journal of Medical Internet Research 2021;23(9):e27576 View
  65. Badawy S. Positive reinforcement using praise text messaging: Can this be the way to optimize and maintain adherence behavior in teens with chronic conditions?. Pediatric Transplantation 2022;26(7) View
  66. Berkanish P, Pan S, Viola A, Rademaker Q, Devine K. Technology-Based Peer Support Interventions for Adolescents with Chronic Illness: A Systematic Review. Journal of Clinical Psychology in Medical Settings 2022;29(4):911 View
  67. Hood A, Stotesbury H, Murphy J, Kölbel M, Slee A, Springall C, Paradis M, Corral-Frías N, Reyes-Aguilar A, Cuellar Barboza A, Noser A, Gomes S, Mitchell M, Watkins S, Butsch Kovacic M, Kirkham F, Crosby L. Attitudes About COVID-19 and Health (ATTACH): Online Survey and Mixed Methods Study. JMIR Mental Health 2021;8(10):e29963 View
  68. Liu C, Chen H, Zhou F, Long Q, Wu K, Lo L, Hung T, Liu C, Chiou W. Positive intervention effect of mobile health application based on mindfulness and social support theory on postpartum depression symptoms of puerperae. BMC Women's Health 2022;22(1) View
  69. Malinka C, von Jan U, Albrecht U. Prioritization of Quality Principles for Health Apps Using the Kano Model: Survey Study. JMIR mHealth and uHealth 2022;10(1):e26563 View
  70. . Peer Review of “Satisfaction With Health Care Services at the Pediatric Specialist Clinic of the National Referral Center in Malaysia: Cross-sectional Study of Caregivers’ Perspectives”. JMIRx Med 2022;3(2):e37050 View
  71. DUAN W, ZHANG J, HE L. 移动健康的理论基础与效果评估. Advances in Psychological Science 2018;26(7):1232 View
  72. Forma F, Chiu K, Shafrin J, Boskovic D, Veeranki S. Are caregivers ready for digital? Caregiver preferences for health technology tools to monitor medication adherence among patients with serious mental illness. DIGITAL HEALTH 2022;8:205520762210844 View
  73. Sayegh C, Im D, Moss I, Urquiza R, Patel S, Thomas D. Randomized pilot trial of praise text messages to improve medication adherence among adolescents and young adults with liver transplants. Pediatric Transplantation 2022;26(7) View
  74. Alòs F, Puig-Ribera A. Uso de wearables y aplicaciones móviles (mHealth) para cambiar los estilos de vida desde la práctica clínica en atención primaria: una revisión narrativa. Atención Primaria Práctica 2021;3:100122 View
  75. Wu H, Yu Y, Ku S, Tseng Y, Yuan C, Li C, Huang P, Ko N, Anderson P, Strong C. Usability and effectiveness of adherence monitoring of a mobile app designed to monitor and improve adherence to event-driven and daily HIV pre-exposure prophylaxis among men who have sex with men in Taiwan. DIGITAL HEALTH 2022;8:205520762211027 View
  76. Songtaweesin W, LeGrand S, Bandara S, Piccone C, Wongharn P, Moonwong J, Jupimai T, Saisaengjan C, Theerawit T, Muessig K, Hightow-Weidman L, Puthanakit T, Phanuphak N, Tangmunkongvorakul A. Adaptation of a Theory-Based Social Networking and Gamified App-Based Intervention to Improve Pre-Exposure Prophylaxis Adherence Among Young Men Who Have Sex With Men in Bangkok, Thailand: Qualitative Study. Journal of Medical Internet Research 2021;23(11):e23852 View
  77. Abasi S, Yazdani A, Kiani S, Mahmoudzadeh‐Sagheb Z. Effectiveness of mobile health‐based self‐management application for posttransplant cares: A systematic review. Health Science Reports 2021;4(4) View
  78. Navarra A, Rosenberg M, Gormley M, Bakken S, Fletcher J, Whittemore R, Gwadz M, Cleland C, Melkus G. Feasibility and Acceptability of the Adherence Connection Counseling, Education, and Support (ACCESS) Proof of Concept: A Peer-Led, Mobile Health (mHealth) Cognitive Behavioral Antiretroviral Therapy (ART) Adherence Intervention for HIV-Infected (HIV+) Adolescents and Young Adults (AYA). AIDS and Behavior 2023;27(6):1807 View
  79. Magalhães B, Fernandes C, Santos C, Martínez-Galiano J. The Use of Mobile Applications for Managing Care Processes During Chemotherapy Treatments: A Systematic Review. Cancer Nursing 2021;44(6):E339 View
  80. Bezabih A, Gerling K, Abebe W, Abeele V. Behavioral Theories and Motivational Features Underlying eHealth Interventions for Adolescent Antiretroviral Adherence: Systematic Review. JMIR mHealth and uHealth 2021;9(12):e25129 View
  81. Jackman K, Ohene-Kyei E, Barfield A, Atanda F, Smith R, Huettner S, Agwu A, Trent M. Patient Portal Privacy: Perspectives of Adolescents and Emerging Adults Living with HIV and the Parental/Guardian Role in Supporting Their Care. Applied Clinical Informatics 2023;14(04):752 View

Books/Policy Documents

  1. Benore E, Scott E, Webster E. Clinical Handbook of Psychological Consultation in Pediatric Medical Settings. View
  2. Dwyer A, Hauschild M. Transition from Pediatric to Adult Healthcare Services for Adolescents and Young Adults with Long-term Conditions. View
  3. Haidari W, Glines K, Cline A, Feldman S. Treatment Adherence in Dermatology. View
  4. Fredericks E, Clifton E, Cousino M. Adherence and Self-Management in Pediatric Populations. View
  5. Mehdi M, Hauck F, Pryss R, Schlee W. Textbook of Tinnitus. View