Barriers to the use of mobile health in improving health outcomes in developing countries: Systematic review

Journal of Medical Internet Research

Volumn 21, Issue 10, 2019, Pages

  Kruse, Clemens ^a   Betancourt, Jose ^a   Ortiz, Stephanie ^a   Luna, Susana Melissa Valdes ^a   Bamrah, Inderdeep Kaur ^a   Segovia, Narce ^a  

^a TEXAS STATE UNIVERSITY   (United States)

Author keywords

Communication barriers; Developing countries; Health outcomes; Telemedicine; Text messaging; Treatment outcome

Indexed keywords

DEVELOPING COUNTRY; DEVICES; HUMAN; PROCEDURES; TELEMEDICINE; TEXT MESSAGING;

DEVELOPING COUNTRIES; HUMANS; OUTCOME ASSESSMENT, HEALTH CARE; TELEMEDICINE; TEXT MESSAGING;

EID: 85073125778     PISSN: None     EISSN: 14388871     Source Type: Journal    
DOI: 10.2196/13263     Document Type: Review

References (56)

1. Pillay Y, Motsoaledi PA. Digital health in South Africa: Innovating to improve health. BMJ Glob Health 2018;3(Suppl 2):e000722 [FREE Full text] [doi: 10.1136/bmjgh-2018-000722] [Medline: 29713513]
2. Seebregts C, Fogwill T, Tanna G, Barron P, Benjamin P. MomConnect: An exemplar implementation of the health normative standards framework in South Africa. South Afr Health Rev 2016 Jan 01;2016(1):125-135 [FREE Full text]
3. McBride B, Nguyen LT, Wiljer D, Vu NC, Nguyen CK, O'Neil J. Development of a maternal, newborn and child mHealth intervention in Thai Nguyen Province, Vietnam: Protocol for the mMom Project. JMIR Res Protoc 2018 Jan 11;7(1):e6 [FREE Full text] [doi: 10.2196/resprot.7912] [Medline: 29326095]
4. Odetola TD, Ayamolowo LB, Ayamolowo SJ. Childbearing women's perception about the use of mHealth for maternal health information in rural communities, Ile-Ife, Nigeria. J Int Soc Telemed eHealth 2018 May 08;6(1):9-1 [FREE Full text] [doi: 10.29086/JISfTeH.6.e9]
5. Kay M, Santos J, Takane M. mHealth: new horizons for health through mobile technologies. Global Observatory for eHealth series. Volume 3. Geneva, Switzerland: World Health Organization; 2011. URL:https://apps.who.int/iris/bitstream/handle/ 10665/44607/9789241564250_eng.pdf;jsessionid=FB42680AE27DBD769D572E8EC3ED937C?sequence=1 [accessed 2019-08-16]
6. Uddin MJ, Shamsuzzaman M, Horng L, Labrique A, Vasudevan L, Zeller K, et al. Use of mobile phones for improving vaccination coverage among children living in rural hard-to-reach areas and urban streets of Bangladesh. Vaccine 2016 Jan 04;34(2):276-283 [FREE Full text] [doi: 10.1016/j.vaccine.2015.11.024] [Medline: 26647290]
7. Domek GJ, Contreras-Roldan IL, Asturias EJ, Bronsert M, Bolaños Ventura GA, O'Leary ST, et al. Characteristics of mobile phone access and usage in rural and urban Guatemala: Assessing feasibility of text message reminders to increase childhood immunizations. Mhealth 2018;4:9 [FREE Full text] [doi: 10.21037/mhealth.2018.03.05] [Medline: 29780812]
8. Wang X, Luo R, Liu C, Zhang L, Yue A, Medina A, et al. Using daily text messages to improve adherence to infant micronutrient powder (MNP) packets in rural western China: A cluster-randomized controlled trial. PLoS ONE 2018 Jan 19;13(1):e0191549. [doi: 10.1371/journal.pone.0191549] [Medline: 29352304]
9. Sutcliffe CG, Thuma PE, van Dijk JH, Sinywimaanzi K, Mweetwa S, Hamahuwa M, et al. Use of mobile phones and text messaging to decrease the turnaround time for early infant HIV diagnosis and notification in rural Zambia: An observational study. BMC Pediatr 2017 Mar 08;17(1):66 [FREE Full text] [doi: 10.1186/s12887-017-0822-z] [Medline: 28270134]
10. Krishnan A, Ferro EG, Weikum D, Vagenas P, Lama JR, Sanchez J, et al. Communication technology use and mHealth acceptance among HIV-infected men who have sex with men in Peru: Implications for HIV prevention and treatment. AIDS Care 2015;27(3):273-282 [FREE Full text] [doi: 10.1080/09540121.2014.963014] [Medline: 25285464]
11. Albino S, Tabb KM, Requena D, Egoavil M, Pineros-Leano MF, Zunt JR, et al. Perceptions and acceptability of short message services technology to improve treatment adherence amongst tuberculosis patients in Peru: A Focus Group Study. PLoS One 2014;9(5):e95770 [FREE Full text] [doi: 10.1371/journal.pone.0095770] [Medline: 24828031]
12. Snyders FJ. Determining the Feasibility of Using Mobile Phones to Strengthen the Information Management of Preventative Health Care in South Africa [master's thesis]. Stellenbosch, South Africa: Stellenbosch University; 2013.
13. World Health Organization. Maternal mortality. Geneva, Switzerland: WHO; 2018. URL:https://www.who.int/en/news-room/ fact-sheets/detail/maternal-mortality [accessed 2018-12-01] [WebCite Cache ID 74Knn43Yc]
14. Déglise C, Suggs LS, Odermatt P. SMS for disease control in developing countries: A systematic review of mobile health applications. J Telemed Telecare 2012;18(5):273-281. [doi: 10.1258/jtt.2012.110810] [Medline: 22826375]
15. Wu Q, Zhang Y, Chang S, Wang W, van Velthoven MH, Han H, et al. Monitoring and evaluating the adherence to a complementary food supplement (Ying Yang Bao) among young children in rural Qinghai, China: A mixed methods evaluation study. J Glob Health 2017 Jun;7(1) [FREE Full text] [doi: 10.7189/jogh.07.011101] [Medline: 28702176]
16. Farach N, Faba G, Julian S, Mejía F, Cabieses B, D'Agostino M, et al. Stories from the field: The use of information and communication technologies to address the health needs of underserved populations in Latin America and the Caribbean. JMIR Public Health Surveill 2015;1(1):e1 [FREE Full text] [doi: 10.2196/publichealth.4108] [Medline: 27227124]
17. Oliveira-Ciabati L, Vieira CS, Franzon ACA, Alves D, Zaratini FS, Braga GC, et al. PRENACEL - a mHealth messaging system to complement antenatal care: A cluster randomized trial. Reprod Health 2017 Nov 07;14(1):146 [FREE Full text] [doi: 10.1186/s12978-017-0407-1] [Medline: 29116028]
18. Rajan JV, Moura J, Gourley G, Kiso K, Sizilio A, Cortez AM, et al. Understanding the barriers to successful adoption and use of a mobile health information system in a community health center in São Paulo, Brazil: A cohort study. BMC Med Inform Decis Mak 2016 Nov 17;16(1):146 [FREE Full text] [doi: 10.1186/s12911-016-0385-1] [Medline: 27855685]
19. Vieira EM, Vieira CS, Bonifácio LP, de Oliveira Ciabati LM, Franzon AC, Zaratini FS, et al. PRENACEL: Development and evaluation of an m-health strategy to improve prenatal care in Brazil. Health 2016 Aug 01;15:16. [doi: 10.5281/zenodo.1126866]
20. McCarthy OL, Wazwaz O, Osorio Calderon V, Jado I, Saibov S, Stavridis A, et al. Development of an intervention delivered by mobile phone aimed at decreasing unintended pregnancy among young people in three lower middle income countries. BMC Public Health 2018 May 02;18(1):576 [FREE Full text] [doi: 10.1186/s12889-018-5477-7] [Medline: 29716571]
21. Diez-Canseco F, Toyama M, Ipince A, Perez-Leon S, Cavero V, Araya R, et al. Integration of a technology-based mental health screening program into routine practices of primary health care services in Peru (the Allillanchu Project): Development and implementation. J Med Internet Res 2018 Mar 15;20(3):e100 [FREE Full text] [doi: 10.2196/jmir.9208] [Medline: 29588272]
22. Beratarrechea A, Diez-Canseco F, Fernández A, Kanter R, Letona P, Martinez H, et al. [Acceptability of a mobile health based intervention to modify lifestyles in prehypertensive patients in Argentina, Guatemala and Peru: A pilot study]. Rev Peru Med Exp Salud Publica 2015;32(2):221-229 [FREE Full text] [Medline: 26338378]
23. Moher D, Liberati A, Tetzlaff J, Altman DG, PRISMA Group. Preferred reporting items for systematic reviews and meta-analyses: The PRISMA statement. Int J Surg 2010;8(5):336-341 [FREE Full text] [doi: 10.1016/j.ijsu.2010.02.007] [Medline: 20171303]
24. Shea BJ, Grimshaw JM, Wells GA, Boers M, Andersson N, Hamel C, et al. Development of AMSTAR: A measurement tool to assess the methodological quality of systematic reviews. BMC Med Res Methodol 2007 Feb 15;7:10 [FREE Full text] [doi: 10.1186/1471-2288-7-10] [Medline: 17302989]
25. Light RJ. Measures of response agreement for qualitative data: Some generalizations and alternatives. Psychol Bull 1971;76(5):365-377. [doi: 10.1037/h0031643]
26. McHugh ML. Interrater reliability: The kappa statistic. Biochem Med (Zagreb) 2012;22(3):276-282 [FREE Full text] [Medline: 23092060]
27. Medhanyie AA, Little A, Yebyo H, Spigt M, Tadesse K, Blanco R, et al. Health workers' experiences, barriers, preferences and motivating factors in using mHealth forms in Ethiopia. Hum Resour Health 2015 Jan 15;13:2 [FREE Full text] [doi: 10.1186/1478-4491-13-2] [Medline: 25588973]
28. Rokicki S, Cohen J, Salomon JA, Fink G. Impact of a text-messaging program on adolescent reproductive health: A cluster-randomized trial in Ghana. Am J Public Health 2017 Feb;107(2):298-305. [doi: 10.2105/AJPH.2016.303562] [Medline: 27997236]
29. Flax VL, Ibrahim AU, Negerie M, Yakubu D, Leatherman S, Bentley ME. Group cell phones are feasible and acceptable for promoting optimal breastfeeding practices in a women's microcredit program in Nigeria. Matern Child Nutr 2017 Jan;13(1):1 [FREE Full text] [doi: 10.1111/mcn.12261] [Medline: 26990786]
30. Ngabo F, Nguimfack J, Nwaigwe F, Mugeni C, Muhoza D, Wilson DR, et al. Designing and implementing an innovative SMS-based alert system (RapidSMS-MCH) to monitor pregnancy and reduce maternal and child deaths in Rwanda. Pan Afr Med J 2012;13:31 [FREE Full text] [Medline: 23330022]
31. Lund S, Nielsen BB, Hemed M, Boas IM, Said A, Said K, et al. Mobile phones improve antenatal care attendance in Zanzibar: A cluster randomized controlled trial. BMC Pregnancy Childbirth 2014 Jan 17;14:29 [FREE Full text] [doi: 10.1186/1471-2393-14-29] [Medline: 24438517]
32. Ippoliti NB, L'Engle K. Meet us on the phone: Mobile phone programs for adolescent sexual and reproductive health in low-to-middle income countries. Reprod Health 2017 Jan 17;14(1):11 [FREE Full text] [doi: 10.1186/s12978-016-0276-z] [Medline: 28095855]
33. Uddin J, Biswas T, Adhikary G, Ali W, Alam N, Palit R, et al. Impact of mobile phone-based technology to improve health, population and nutrition services in Rural Bangladesh: A study protocol. BMC Med Inform Decis Mak 2017 Jul 06;17(1):101 [FREE Full text] [doi: 10.1186/s12911-017-0502-9] [Medline: 28683742]
34. Balakrishnan R, Gopichandran V, Chaturvedi S, Chatterjee R, Mahapatra T, Chaudhuri I. Continuum of care services for maternal and child health using mobile technology-a health system strengthening strategy in low and middle income countries. BMC Med Inform Decis Mak 2016 Jul 07;16:84 [FREE Full text] [doi: 10.1186/s12911-016-0326-z] [Medline: 27387548]
35. Lin Q, Yang L, Li F, Qin H, Li M, Chen J, et al. A village based intervention: Promoting folic acid use among rural Chinese women. Nutrients 2017 Feb 21;9(2):1 [FREE Full text] [doi: 10.3390/nu9020174] [Medline: 28230798]
36. Ginsburg AS, Delarosa J, Brunette W, Levari S, Sundt M, Larson C, et al. mPneumonia: Development of an innovative mHealth application for diagnosing and treating childhood pneumonia and other childhood illnesses in low-resource settings. PLoS One 2015;10(10):e0139625 [FREE Full text] [doi: 10.1371/journal.pone.0139625] [Medline: 26474321]
37. Nhavoto JA, Grönlund Å, Klein GO. Mobile health treatment support intervention for HIV and tuberculosis in Mozambique: Perspectives of patients and healthcare workers. PLoS One 2017;12(4):e0176051 [FREE Full text] [doi: 10.1371/journal.pone.0176051] [Medline: 28419149]
38. Bediang G, Stoll B, Elia N, Abena J, Nolna D, Chastonay P, et al. SMS reminders to improve the tuberculosis cure rate in developing countries (TB-SMS Cameroon): A protocol of a randomised control study. Trials 2014 Jan 24;15:35 [FREE Full text] [doi: 10.1186/1745-6215-15-35] [Medline: 24460827]
39. Bigna JJR, Kouanfack C, Noubiap JJN, Plottel CS, Koulla-Shiro S. A randomized blinded controlled trial of mobile phone reminders on the follow-up medical care of HIV-exposed and HIV-infected children in Cameroon: Study protocol (MORE CARE). Trials 2013 Sep 25;14:313 [FREE Full text] [doi: 10.1186/1745-6215-14-313] [Medline: 24066735]
40. Leon N, Surender R, Bobrow K, Muller J, Farmer A. Improving treatment adherence for blood pressure lowering via mobile phone SMS-messages in South Africa: A qualitative evaluation of the SMS-text Adherence SuppoRt (StAR) trial. BMC Fam Pract 2015 Jul 03;16:80 [FREE Full text] [doi: 10.1186/s12875-015-0289-7] [Medline: 26137844]
41. Hao W, Hsu Y, Chen K, Li H, Iqbal U, Nguyen P, et al. LabPush: A pilot study of providing remote clinics with laboratory results via short message service (SMS) in Swaziland, Africa - a qualitative study. Comput Methods Programs Biomed 2015 Jan;118(1):77-83. [doi: 10.1016/j.cmpb.2014.10.005] [Medline: 25453385]
42. Linnemayr S, Huang H, Luoto J, Kambugu A, Thirumurthy H, Haberer JE, et al. Text messaging for improving antiretroviral therapy adherence: no effects after 1 year in a randomized controlled trial among adolescents and young adults. Am J Public Health 2017 Dec;107(12):1944-1950. [doi: 10.2105/AJPH.2017.304089] [Medline: 29048966]
43. Steury EE. Mobile phone short message service to improve malaria pharmacoadherence in Zambia. J Nurs Scholarsh 2016 Jul;48(4):354-361. [doi: 10.1111/jnu.12216] [Medline: 27145248]
44. Fang R, Deng X. Electronic messaging intervention for management of cardiovascular risk factors in type 2 diabetes mellitus: A randomised controlled trial. J Clin Nurs 2018 Feb;27(3-4):612-620. [doi: 10.1111/jocn.13962] [Medline: 28700102]
45. Zhou H, Sun S, Luo R, Sylvia S, Yue A, Shi Y, et al. Impact of text message reminders on caregivers' adherence to a home fortification program against child anemia in rural western China: A cluster-randomized controlled trial. Am J Public Health 2016 Jul;106(7):1256-1262. [doi: 10.2105/AJPH.2016.303140] [Medline: 27077354]
46. Fang R, Li X. Electronic messaging support service programs improve adherence to lipid-lowering therapy among outpatients with coronary artery disease: An exploratory randomised control study. J Clin Nurs 2016 Mar;25(5-6):664-671. [doi: 10.1111/jocn.12988] [Medline: 26522838]
47. Kumboyono. Short message service as an alternative in the drug consumption evaluation of persons with tuberculosis in Malang, Indonesia. Jpn J Nurs Sci 2017 Apr;14(2):112-116. [doi: 10.1111/jjns.12140] [Medline: 27412502]
48. Kazi AM, Murtaza A, Khoja S, Zaidi AK, Ali SA. Monitoring polio supplementary immunization activities using an automated short text messaging system in Karachi, Pakistan. Bull World Health Organ 2014 Mar 01;92(3):220-225 [FREE Full text] [doi: 10.2471/BLT.13.122564] [Medline: 24700982]
49. Mohan B, Sharma S, Sharma S, Kaushal D, Singh B, Takkar S, et al. Assessment of knowledge about healthy heart habits in urban and rural population of Punjab after SMS campaign-a cross-sectional study. Indian Heart J 2017;69(4):480-484 [FREE Full text] [doi: 10.1016/j.ihj.2017.05.007] [Medline: 28822515]
50. Rico TM, Dos Santos Machado K, Fernandes VP, Madruga SW, Noguez PT, Barcelos CRG, et al. Text messaging (SMS) helping cancer care in patients undergoing chemotherapy treatment: A pilot study. J Med Syst 2017 Oct 09;41(11):181. [doi: 10.1007/s10916-017-0831-3] [Medline: 28990135]
51. Piette JD, Datwani H, Gaudioso S, Foster SM, Westphal J, Perry W, et al. Hypertension management using mobile technology and home blood pressure monitoring: Results of a randomized trial in two low/middle-income countries. Telemed J E Health 2012 Oct;18(8):613-620 [FREE Full text] [doi: 10.1089/tmj.2011.0271] [Medline: 23061642]
52. Toda M, Njeru I, Zurovac D, O-Tipo S, Kareko D, Mwau M, et al. Effectiveness of a mobile short-message-service-based disease outbreak alert system in Kenya. Emerg Infect Dis 2016 Apr 1;22(4):711-715 [FREE Full text] [doi: 10.3201/eid2204.151459] [Medline: 26981628]
53. Jia K, Mohamed K. Evaluating the use of cell phone messaging for community Ebola syndromic surveillance in high risked settings in Southern Sierra Leone. Afr Health Sci 2015 Sep;15(3):797-802 [FREE Full text] [doi: 10.4314/ahs.v15i3.13] [Medline: 26957967]
54. Tuijn CJ, Hoefman BJ, van Beijma H, Oskam L, Chevrollier N. Data and image transfer using mobile phones to strengthen microscopy-based diagnostic services in low and middle income country laboratories. PLoS One 2011;6(12):e28348 [FREE Full text] [doi: 10.1371/journal.pone.0028348] [Medline: 22194829]
55. Wu HC, Chang CJ, Lin CC, Tsai MC, Chang CC, Tseng MH. Developing screening services for colorectal cancer on Android smartphones. Telemed J E Health 2014 Aug;20(8):687-695 [FREE Full text] [doi: 10.1089/tmj.2013.0288] [Medline: 24848873]
56. Luchetti M. Global health and the 10/90 gap. Br J Med Pract 2014 Dec 01;7(4):a731 [FREE Full text]