Skip to main content
Top
Published in: BMC Health Services Research 1/2020

Open Access 01-12-2020 | Research article

The influence of mobile phone-based health reminders on patient adherence to medications and healthy lifestyle recommendations for effective management of diabetes type 2: a randomized control trial in Dhaka, Bangladesh

Authors: Farzana Yasmin, Nazmun Nahar, Bilkis Banu, Liaquat Ali, Rainer Sauerborn, Aurélia Souares

Published in: BMC Health Services Research | Issue 1/2020

Login to get access

Abstract

Background

In 2017, 80% of 425 million adults with diabetes worldwide were living in low and middle-income countries. Diabetes affected 6.9 million adults in Bangladesh and accounted for 3% of the country’s total mortality. Proper management of diabetes is the key to positive health outcomes. This study investigated how mobile phone-based health intervention could increase patient adherence and thereby improve the disease outcomes for diabetes type 2 in Bangladesh.

Methods

A mobile phone-based health project (including mobile phone reminders and 24/7 call center) was implemented in Dhaka District, Bangladesh from January to December 2014. A randomized control trial was carried out, recruiting randomly in intervention and control groups among the patients receiving treatment for type 2 diabetes at the Bangladesh Institute of Health Sciences Hospital, Dhaka, Bangladesh. A total of 320 patients from both groups at baseline and 273 at endline were interviewed.

Results

A significant improvement in patient adherence to diet, physical exercise, the cessation of use of tobacco and betel nut, and blood glycaemic control was found in the intervention group, whereas no such significant improvement was found in the control group. Cost and other co-morbidities were found to be the main reasons for non-adherence.

Conclusion

A mobile-health intervention should be considered as an additional option for non-communicable disease programs.
Literature
1.
go back to reference IDF. IDF Diabetes Atlas. In: 7th edition: nternational Diabetes Federation (IDF); 2015. IDF. IDF Diabetes Atlas. In: 7th edition: nternational Diabetes Federation (IDF); 2015.
2.
go back to reference IDF. IDF Diabetes Atlas. In: 8th edition: International Diabetes Federation (IDF); 2017. IDF. IDF Diabetes Atlas. In: 8th edition: International Diabetes Federation (IDF); 2017.
3.
go back to reference IDF. Bangladesh Country report 2017. In: 8th Edition. vol. 8th Edition: International Diabetes Federation; 2017a. IDF. Bangladesh Country report 2017. In: 8th Edition. vol. 8th Edition: International Diabetes Federation; 2017a.
4.
go back to reference WHO. World Health Organization-Diabetes country profiles, 2016: WHO Report In. Geneva: WHO; 2016. WHO. World Health Organization-Diabetes country profiles, 2016: WHO Report In. Geneva: WHO; 2016.
6.
go back to reference (IHME) IfHMaE. GBD Profile: Bangladesh, Institute for Health Metrics and Evaluation. Seattle; 2010. (IHME) IfHMaE. GBD Profile: Bangladesh, Institute for Health Metrics and Evaluation. Seattle; 2010.
7.
go back to reference MOHFW. Bangladesh National Health Accounts (BNHA-III) 1997-2007, Part I. Dhaka: Health economics unit (HEU) MoHaFW; 2011. MOHFW. Bangladesh National Health Accounts (BNHA-III) 1997-2007, Part I. Dhaka: Health economics unit (HEU) MoHaFW; 2011.
8.
go back to reference MOHFW. Bangladesh National Health Accounts 1997–2012. Dhaka: Health Economics Unit (HEU) MoHaFW, Bangladesh; 2015. MOHFW. Bangladesh National Health Accounts 1997–2012. Dhaka: Health Economics Unit (HEU) MoHaFW, Bangladesh; 2015.
9.
go back to reference WHO. In: WHO, editor. Non-Communicable Disease Risk Factor Survey Bangladesh 2010: WHO Report. Geneva: World Health Organization (WHO); 2010. WHO. In: WHO, editor. Non-Communicable Disease Risk Factor Survey Bangladesh 2010: WHO Report. Geneva: World Health Organization (WHO); 2010.
10.
go back to reference WHO: Bangladesh Health System Review. Health Systems in Transition 5 (3): WHO Report. WHO, 5 (3). Geneva: World Health Organization (WHO); 2015. WHO: Bangladesh Health System Review. Health Systems in Transition 5 (3): WHO Report. WHO, 5 (3). Geneva: World Health Organization (WHO); 2015.
11.
go back to reference Horne R, Weinman J, Barber N, Elliott C, Morgan F. Concordance, adherence and compliance in medicine taking. In: Report for the National Co-ordinating Centre for NHS Service Delivery and Organisation R & D (NCCSDO) Centre for Health Care Research University of Brighton, Falmer, Brighton, UK, vol. 2005; 2005. Horne R, Weinman J, Barber N, Elliott C, Morgan F. Concordance, adherence and compliance in medicine taking. In: Report for the National Co-ordinating Centre for NHS Service Delivery and Organisation R & D (NCCSDO) Centre for Health Care Research University of Brighton, Falmer, Brighton, UK, vol. 2005; 2005.
12.
go back to reference Touchette DR, Shapiro NL. Medication compliance, adherence, and persistence: current status of behavioral and educational interventions to improve outcomes. J Manag Care Pharm. 2008;14(6):S2–S10. Touchette DR, Shapiro NL. Medication compliance, adherence, and persistence: current status of behavioral and educational interventions to improve outcomes. J Manag Care Pharm. 2008;14(6):S2–S10.
13.
go back to reference Dimatteo MR. Variations in Patients’ Adherence to Medical Recommendations A Quantitative Review of 50 Years of Research. Med Care. 2004a;42:200–9.PubMedCrossRef Dimatteo MR. Variations in Patients’ Adherence to Medical Recommendations A Quantitative Review of 50 Years of Research. Med Care. 2004a;42:200–9.PubMedCrossRef
14.
go back to reference WHO. Adherence to long term therapies: policy for action. Geneva: WHO; 2001. WHO. Adherence to long term therapies: policy for action. Geneva: WHO; 2001.
15.
go back to reference DiMatteo MR. Social support and patient adherence to medical treatment: a meta-analysis. Health Psychol. 2004;23(2):207–2018.PubMedCrossRef DiMatteo MR. Social support and patient adherence to medical treatment: a meta-analysis. Health Psychol. 2004;23(2):207–2018.PubMedCrossRef
16.
17.
go back to reference BTRC. Mobile Phobe subscriber in Bangladesh, September, 2018. Dhaka: Bangladesh Telecommunication Regulatory Commission, Government of the People's Republic of Bangladesh; 2018. BTRC. Mobile Phobe subscriber in Bangladesh, September, 2018. Dhaka: Bangladesh Telecommunication Regulatory Commission, Government of the People's Republic of Bangladesh; 2018.
18.
go back to reference NIPORT. Bangladesh demographic and heath survey (BDHS), 2014. In. Edited by National Institute of population research and training (NIPORT) MoHaFW. Dhaka: Ministry of Health and Family Welfare; 2016. NIPORT. Bangladesh demographic and heath survey (BDHS), 2014. In. Edited by National Institute of population research and training (NIPORT) MoHaFW. Dhaka: Ministry of Health and Family Welfare; 2016.
19.
go back to reference Ivatury G, Moore J, Bloch A. A doctor in your pocket: health hotlines in developing countries. Innovations. 2009;4(1):119–53.CrossRef Ivatury G, Moore J, Bloch A. A doctor in your pocket: health hotlines in developing countries. Innovations. 2009;4(1):119–53.CrossRef
20.
go back to reference Andreatta P, Debpuur D, Danquah A, Perosky J. Using cell phones to collect postpartum hemorrhage outcome data in rural Ghana. Int J Gynaecol Obstet. 2011;113(2):148–51.PubMedCrossRef Andreatta P, Debpuur D, Danquah A, Perosky J. Using cell phones to collect postpartum hemorrhage outcome data in rural Ghana. Int J Gynaecol Obstet. 2011;113(2):148–51.PubMedCrossRef
21.
go back to reference Aranda-Jan CB, Mohutsiwa-Dibe N, Loukanova S. Systematic review on what works, what does not work and why of implementation of mobile health (mHealth) projects in Africa. BMC Public Health. 2014;14:188.PubMedPubMedCentralCrossRef Aranda-Jan CB, Mohutsiwa-Dibe N, Loukanova S. Systematic review on what works, what does not work and why of implementation of mobile health (mHealth) projects in Africa. BMC Public Health. 2014;14:188.PubMedPubMedCentralCrossRef
22.
go back to reference Chang LW, Kagaayi J, Arem H, Nakigozi G, Ssempijja V, Serwadda D, Quinn TC, Gray RH, Bollinger RC, Reynolds SJ. Impact of a mHealth intervention for peer health workers on AIDS care in rural Uganda: a mixed methods evaluation of a cluster-randomized trial. AIDS Behav. 2011;15(8):1776–84.PubMedPubMedCentralCrossRef Chang LW, Kagaayi J, Arem H, Nakigozi G, Ssempijja V, Serwadda D, Quinn TC, Gray RH, Bollinger RC, Reynolds SJ. Impact of a mHealth intervention for peer health workers on AIDS care in rural Uganda: a mixed methods evaluation of a cluster-randomized trial. AIDS Behav. 2011;15(8):1776–84.PubMedPubMedCentralCrossRef
23.
go back to reference Haberer JE, Kiwanuka J, Nansera D, Wilson IB, Bangsberg DR. Challenges in using mobile phones for collection of antiretroviral therapy adherence data in a resource-limited setting. AIDS Behav. 2010;14(6):1294–301.PubMedPubMedCentralCrossRef Haberer JE, Kiwanuka J, Nansera D, Wilson IB, Bangsberg DR. Challenges in using mobile phones for collection of antiretroviral therapy adherence data in a resource-limited setting. AIDS Behav. 2010;14(6):1294–301.PubMedPubMedCentralCrossRef
24.
go back to reference Hoffman JA, Cunningham JR, Suleh AJ, Sundsmo A, Dekker D, Vago F, Munly K, Igonya EK, Hunt-Glassman J. Mobile direct observation treatment for tuberculosis patients: a technical feasibility pilot using mobile phones in Nairobi, Kenya. Am J Prev Med. 2010;39(1):78–80.PubMedCrossRef Hoffman JA, Cunningham JR, Suleh AJ, Sundsmo A, Dekker D, Vago F, Munly K, Igonya EK, Hunt-Glassman J. Mobile direct observation treatment for tuberculosis patients: a technical feasibility pilot using mobile phones in Nairobi, Kenya. Am J Prev Med. 2010;39(1):78–80.PubMedCrossRef
25.
go back to reference Rotheram-Borus MJ, Richter L, Van Rooyen H, van Heerden A, Tomlinson M, Stein A, Rochat T, de Kadt J, Mtungwa N, Mkhize L, et al. Project Masihambisane: a cluster randomised controlled trial with peer mentors to improve outcomes for pregnant mothers living with HIV. Trials. 2011;12:2.PubMedPubMedCentralCrossRef Rotheram-Borus MJ, Richter L, Van Rooyen H, van Heerden A, Tomlinson M, Stein A, Rochat T, de Kadt J, Mtungwa N, Mkhize L, et al. Project Masihambisane: a cluster randomised controlled trial with peer mentors to improve outcomes for pregnant mothers living with HIV. Trials. 2011;12:2.PubMedPubMedCentralCrossRef
26.
go back to reference Siedner MJ, Haberer JE, Bwana MB, Ware NC, Bangsberg DR. High acceptability for cell phone text messages to improve communication of laboratory results with HIV-infected patients in rural Uganda: a cross-sectional survey study. BMC Med Inform Decis Mak. 2012;12:56.PubMedPubMedCentralCrossRef Siedner MJ, Haberer JE, Bwana MB, Ware NC, Bangsberg DR. High acceptability for cell phone text messages to improve communication of laboratory results with HIV-infected patients in rural Uganda: a cross-sectional survey study. BMC Med Inform Decis Mak. 2012;12:56.PubMedPubMedCentralCrossRef
27.
go back to reference Sultana AM. Factors effect on women autonomy and decision-making power within the household in rural communities. J Appl Sci Res. 2011;7(1):18–22. Sultana AM. Factors effect on women autonomy and decision-making power within the household in rural communities. J Appl Sci Res. 2011;7(1):18–22.
28.
go back to reference van Heerden A, Norris S, Tollman S, Richter L, Rotheram-Borus MJ. Collecting maternal health information from HIV-positive pregnant women using mobile phone-assisted face-to-face interviews in Southern Africa. J Med Internet Res. 2013;15(6):e116.PubMedPubMedCentralCrossRef van Heerden A, Norris S, Tollman S, Richter L, Rotheram-Borus MJ. Collecting maternal health information from HIV-positive pregnant women using mobile phone-assisted face-to-face interviews in Southern Africa. J Med Internet Res. 2013;15(6):e116.PubMedPubMedCentralCrossRef
29.
go back to reference Zurovac D, Larson BA, Sudoi RK, Snow RW. Costs and cost-effectiveness of a mobile phone text-message reminder programmes to improve health workers' adherence to malaria guidelines in Kenya. PLoS One. 2012;7(12):e52045.PubMedPubMedCentralCrossRef Zurovac D, Larson BA, Sudoi RK, Snow RW. Costs and cost-effectiveness of a mobile phone text-message reminder programmes to improve health workers' adherence to malaria guidelines in Kenya. PLoS One. 2012;7(12):e52045.PubMedPubMedCentralCrossRef
31.
go back to reference Rahman MS, Akter S, Abe SK, Islam MR, Mondal MNI, Rahman JAMS, Rahman MM. Awareness, treatment, and control of diabetes in Bangladesh: a Nationwide population-based study. PLoS One. 2015;10(2):e0118365.PubMedPubMedCentralCrossRef Rahman MS, Akter S, Abe SK, Islam MR, Mondal MNI, Rahman JAMS, Rahman MM. Awareness, treatment, and control of diabetes in Bangladesh: a Nationwide population-based study. PLoS One. 2015;10(2):e0118365.PubMedPubMedCentralCrossRef
32.
go back to reference Atan G, Karabulutlu EY. Relationship between Demographic Features, Adherence to Treatment and Quality of Life of Hypertension Patients in Turkey. Int J Caring Sci. 2017;10(3):1624. Atan G, Karabulutlu EY. Relationship between Demographic Features, Adherence to Treatment and Quality of Life of Hypertension Patients in Turkey. Int J Caring Sci. 2017;10(3):1624.
33.
go back to reference WHO. In: (WHO) WHO, editor. The world health report-health systems financing: the path to universal coverage. Geneva: World Health Organization (WHO); 2010a. WHO. In: (WHO) WHO, editor. The world health report-health systems financing: the path to universal coverage. Geneva: World Health Organization (WHO); 2010a.
34.
go back to reference WHO. Essential medicines and basic health technologies for non-communicable diseases: towards a set of actions to improve equitable access in Member States. WHO Discussion Paper. Geneva: World Health Organization (WHO); 2015a. WHO. Essential medicines and basic health technologies for non-communicable diseases: towards a set of actions to improve equitable access in Member States. WHO Discussion Paper. Geneva: World Health Organization (WHO); 2015a.
35.
go back to reference Hogerzeil HV, Liberman J, Wirtz VJ, Kishore SP, Selvaraj S, Kiddell-Monroe R, Mwangi-Powell FN, von Schoen-Angerer T, Lancet, N. C. D. Action group. Promotion of access to essential medicines for non-communicable diseases: practical implications of the UN political declaration. Lancet. 2013;381(9867):680–9.PubMedCrossRef Hogerzeil HV, Liberman J, Wirtz VJ, Kishore SP, Selvaraj S, Kiddell-Monroe R, Mwangi-Powell FN, von Schoen-Angerer T, Lancet, N. C. D. Action group. Promotion of access to essential medicines for non-communicable diseases: practical implications of the UN political declaration. Lancet. 2013;381(9867):680–9.PubMedCrossRef
36.
go back to reference Müller AM, Alley S, Schoeppe S, Vandelanotte C. The effectiveness of e-& mHealth interventions to promote physical activity and healthy diets in developing countries: A systematic review. Int J Behav Nutr Phys Act. 2016;13:109.PubMedPubMedCentralCrossRef Müller AM, Alley S, Schoeppe S, Vandelanotte C. The effectiveness of e-& mHealth interventions to promote physical activity and healthy diets in developing countries: A systematic review. Int J Behav Nutr Phys Act. 2016;13:109.PubMedPubMedCentralCrossRef
37.
go back to reference Parajuli J, Saleh F, Thapa N, Ali L. Factors associated with nonadherence to diet and physical activity among nepalese type 2 diabetes patients; a cross sectional study. BMC Res Notes. 2014;7:758.PubMedPubMedCentralCrossRef Parajuli J, Saleh F, Thapa N, Ali L. Factors associated with nonadherence to diet and physical activity among nepalese type 2 diabetes patients; a cross sectional study. BMC Res Notes. 2014;7:758.PubMedPubMedCentralCrossRef
38.
go back to reference Ganiyu AB, Mabuza LH, Malete NH, Govender I, Ogunbanj GA. Non-adherence to diet and exercise recommendations amongst patients with type 2 diabetes mellitus attending extension II Clinic in Botswana. Afr J Prim Health Care Fam Med. 2013;5(1):457.PubMedCentralCrossRef Ganiyu AB, Mabuza LH, Malete NH, Govender I, Ogunbanj GA. Non-adherence to diet and exercise recommendations amongst patients with type 2 diabetes mellitus attending extension II Clinic in Botswana. Afr J Prim Health Care Fam Med. 2013;5(1):457.PubMedCentralCrossRef
39.
go back to reference Adisa R, Alutundu MB, Fakeye TO. Factors contributing to nonadherence to oral hypoglycemic medications among ambulatory type 2 diabetes patients in southwestern Nigeria. Pharm Pract (Granada). 2009;7(3):163–9.CrossRef Adisa R, Alutundu MB, Fakeye TO. Factors contributing to nonadherence to oral hypoglycemic medications among ambulatory type 2 diabetes patients in southwestern Nigeria. Pharm Pract (Granada). 2009;7(3):163–9.CrossRef
40.
go back to reference Zanetti M, Arrelias CCA, Franco RC, dos Santos MA, Rodrigues FFL, Faria HTG. Adherence to nutritional recommendations and sociodemographic variables in patients with diabetes mellitus. J School of Nurs. 2015;49(4):612–22. Zanetti M, Arrelias CCA, Franco RC, dos Santos MA, Rodrigues FFL, Faria HTG. Adherence to nutritional recommendations and sociodemographic variables in patients with diabetes mellitus. J School of Nurs. 2015;49(4):612–22.
41.
go back to reference Milanović Z, Pantelić S, Trajković N, Sporiš G, Kostić R, James N. Age-related decrease in physical activity and functional fitness among elderly men and women. Clin Interv Aging. 2013;8:549–56.PubMedPubMedCentralCrossRef Milanović Z, Pantelić S, Trajković N, Sporiš G, Kostić R, James N. Age-related decrease in physical activity and functional fitness among elderly men and women. Clin Interv Aging. 2013;8:549–56.PubMedPubMedCentralCrossRef
42.
go back to reference Gupta PC, Ray CS. Epidemiology of betel quid usage. Ann Acad Med Singap. 2004;33(4 Suppl):31–6.PubMed Gupta PC, Ray CS. Epidemiology of betel quid usage. Ann Acad Med Singap. 2004;33(4 Suppl):31–6.PubMed
43.
go back to reference Lee MJ, Hsu JD, Lin CL, Lin MH, Yuan SC, Wang CJ. Induction of epidermal proliferation and expressions of PKC and NF-kappaB by betel quid extracts in mouse: the role of lime-piper additives in betel quid. Chem Biol Interact. 2002;140(1):35–48.PubMedCrossRef Lee MJ, Hsu JD, Lin CL, Lin MH, Yuan SC, Wang CJ. Induction of epidermal proliferation and expressions of PKC and NF-kappaB by betel quid extracts in mouse: the role of lime-piper additives in betel quid. Chem Biol Interact. 2002;140(1):35–48.PubMedCrossRef
44.
go back to reference Rahman MSMM, Spurrier N, Rahman M, Choudhury SR, Leeder S. Why Do Bangladeshi People Use Smokeless Tobacco Products. Asia Pac J Public Health. 2015:27(2). Rahman MSMM, Spurrier N, Rahman M, Choudhury SR, Leeder S. Why Do Bangladeshi People Use Smokeless Tobacco Products. Asia Pac J Public Health. 2015:27(2).
45.
go back to reference Azam MNSM, Yeasmin M, Ahmed NU. Prevalence of Smokeless Tobacco among Low Socioeconomic Populations: A Cross-Sectional Analysis. PLoS One. 2016;11(6):e0156887.PubMedPubMedCentralCrossRef Azam MNSM, Yeasmin M, Ahmed NU. Prevalence of Smokeless Tobacco among Low Socioeconomic Populations: A Cross-Sectional Analysis. PLoS One. 2016;11(6):e0156887.PubMedPubMedCentralCrossRef
46.
go back to reference Kitsiou SPG, Jaana M, Gerber B. Effectiveness of mHealth interventions for patients with diabetes: An overview of systematic reviews. PLoS One. 2017;12(3):e0173160.PubMedPubMedCentralCrossRef Kitsiou SPG, Jaana M, Gerber B. Effectiveness of mHealth interventions for patients with diabetes: An overview of systematic reviews. PLoS One. 2017;12(3):e0173160.PubMedPubMedCentralCrossRef
47.
go back to reference Khatun F, Hanifi SM, Iqbal M, Rasheed S, Rahman MS, Ahmed T, Hoque S, Sharmin T, Khan NU, Mahmood SS, Peters DH, Bhuiya A. Prospects of mHealth services in Bangladesh: recent evidence from Chakaria. PLoS One. 2014;9(11):e111413.PubMedPubMedCentralCrossRef Khatun F, Hanifi SM, Iqbal M, Rasheed S, Rahman MS, Ahmed T, Hoque S, Sharmin T, Khan NU, Mahmood SS, Peters DH, Bhuiya A. Prospects of mHealth services in Bangladesh: recent evidence from Chakaria. PLoS One. 2014;9(11):e111413.PubMedPubMedCentralCrossRef
48.
go back to reference Rajappa T, Ponniraivan K, Kalyan H, Selvaraju K, Karunanandham S. Assessment of degree of awareness about diet, physical exercise, and lifestyle modifications among diabetic patients. Int J Med Sci Public Health. 2018;7:6. Rajappa T, Ponniraivan K, Kalyan H, Selvaraju K, Karunanandham S. Assessment of degree of awareness about diet, physical exercise, and lifestyle modifications among diabetic patients. Int J Med Sci Public Health. 2018;7:6.
49.
go back to reference Crawford J, Larsen-Cooper E, Jezman Z, Cunningham SC, Bancroft E. SMS versus voice messaging to deliver MNCH communication in rural Malawi: assessment of delivery success and user experience. Glob Health Sci Pract. 2014;2(1):35–46.PubMedPubMedCentralCrossRef Crawford J, Larsen-Cooper E, Jezman Z, Cunningham SC, Bancroft E. SMS versus voice messaging to deliver MNCH communication in rural Malawi: assessment of delivery success and user experience. Glob Health Sci Pract. 2014;2(1):35–46.PubMedPubMedCentralCrossRef
50.
go back to reference Hall CS, Fottrell E, Wilkinson S, Byass P. Assessing the impact of mHealth interventions in low- and middle-income countries - what has been shown to work? Glob Health Action. 2014;7:25606.PubMedCrossRef Hall CS, Fottrell E, Wilkinson S, Byass P. Assessing the impact of mHealth interventions in low- and middle-income countries - what has been shown to work? Glob Health Action. 2014;7:25606.PubMedCrossRef
51.
go back to reference Martinez PR. A qualitative study on patient perceptions towards mHealth technology among high risk, chronic disease patients. Harvard Medical School: Harvard Medical School, UK; 2015. Martinez PR. A qualitative study on patient perceptions towards mHealth technology among high risk, chronic disease patients. Harvard Medical School: Harvard Medical School, UK; 2015.
53.
go back to reference Mechael PN. The case for mHealth in developing countries. Innovations Technology Governance Globalization. 2009;4(1):103–18.CrossRef Mechael PN. The case for mHealth in developing countries. Innovations Technology Governance Globalization. 2009;4(1):103–18.CrossRef
54.
go back to reference Huq NL, Koehlmoos TLP, Azmi AJ, Quaiyum MA, Mahmud A, Hossain S. Use of mobile phone: communication barriers in maternal and neonatal emergencies in rural Bangladesh. Int J Sociol Anthropol. 2012;4(8):226–37.CrossRef Huq NL, Koehlmoos TLP, Azmi AJ, Quaiyum MA, Mahmud A, Hossain S. Use of mobile phone: communication barriers in maternal and neonatal emergencies in rural Bangladesh. Int J Sociol Anthropol. 2012;4(8):226–37.CrossRef
Metadata
Title
The influence of mobile phone-based health reminders on patient adherence to medications and healthy lifestyle recommendations for effective management of diabetes type 2: a randomized control trial in Dhaka, Bangladesh
Authors
Farzana Yasmin
Nazmun Nahar
Bilkis Banu
Liaquat Ali
Rainer Sauerborn
Aurélia Souares
Publication date
01-12-2020
Publisher
BioMed Central
Published in
BMC Health Services Research / Issue 1/2020
Electronic ISSN: 1472-6963
DOI
https://doi.org/10.1186/s12913-020-05387-z

Other articles of this Issue 1/2020

BMC Health Services Research 1/2020 Go to the issue