Abstract
Objectives
The use of modern technology and social media has revolutionized the way health information is distributed to diabetes mellitus patients. Social media can be used as a medium of providing health interventions to improve patient health outcomes. Social media is able to provide a more intensive communication facility between healthcare professionals and patients. We aim to systematically review and describe the effect of social media interventions on health outcomes of patients with diabetes mellitus.
Methods
A systematic review was carried out from three electronic databases (Pubmed, Scopus, and Medline). Eligible publications are studies that describe the application of social media interventions on the health outcomes of patients with diabetes mellitus.
Results
Fourteen studies were selected for this systematic review, 10 studies with a randomized controlled trial design, and 4 studies with a nonrandomized controlled trial design. Six studies only used interventions using social media, A blend of face-to-face social media intervention was used in 6 studies, 2 studies used a combination of telephone and social media intervention. One study had treatment behavior outcomes with improvement in treatment behavior, 6 studies had clinical outcomes (an improvement in HbA1c values in the four studies), 6 studies had treatment behavior outcomes and clinical outcomes (1 study had improved treatment behavior and clinical outcomes, 3 studies had improved treatment behavior outcome only), and 1 study had medication adherence outcome (no improvement in medication adherence).
Conclusions
These findings indicate that the intervention using social media can improve the health outcomes of diabetes mellitus patients.
Acknowledgments
This paper has been presented at the 3rd ICPHS Conference on 27–28 October 2020, Universitas Airlangga, Surabaya, Indonesia.
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Research funding: None declared.
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Author contributions: All authors have accepted responsibility for the entire content of this manuscript and approved its submission.
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Competing interests: Authors state no conflict of interest.
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Informed consent: There is no informed consent in this study because this manuscript is a systematic review.
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Ethical approval: The local Institutional Review Board deemed the study exempt from review because this manuscript is a systematic review.
References
1. Pousinho, S, Morgado, M, Falcao, A, Alves, G. Pharmacist interventions in the management of type 2 diabetes mellitus: a systematic review of randomized controlled trials. J Manag Care Spec Pharm 2016;22:493–515. https://doi.org/10.18553/jmcp.2016.22.5.493.Search in Google Scholar PubMed
2. Rezaei, M, Valiee, S, Tahan, M, Ebtekar, F, Ghanei Gheshlagh, R. Barriers of medication adherence in patients with type-2 diabetes: a pilot qualitative study. Diabetes Metabol Syndr Obes 2019;12:589–99. https://doi.org/10.2147/dmso.s197159.Search in Google Scholar
3. Jeong, S, Lee, M, Ji, E. Effect of pharmaceutical care interventions on glycemic control in patients with diabetes: a systematic review and meta-analysis. Therapeut Clin Risk Manag 2018;14:1813–29. https://doi.org/10.2147/tcrm.s169748.Search in Google Scholar PubMed PubMed Central
4. Jaam, M, Hadi, MA, Kheir, N, Mohamed Ibrahim, MI, Diab, MI, Al-Abdulla, SA, et al.. A qualitative exploration of barriers to medication adherence among patients with uncontrolled diabetes in Qatar: integrating perspectives of patients and health care providers. Patient Prefer Adherence 2018;12:2205–16. https://doi.org/10.2147/ppa.s174652.Search in Google Scholar
5. Andanalusia, M, Athiyah, U, Nita, Y. Medication adherence in diabetes mellitus patients at Tanjung Karang primary health care center, mataram. J Basic Clin Physiol Pharmacol 2019;30. https://doi.org/10.1515/jbcpp-2019-0287.Search in Google Scholar PubMed
6. IDF. IDF diabetes atlas ninth edition. Brussels: International Diabetes Federation; 2019.Search in Google Scholar
7. Aditama, L, Athiyah, U, Utami, W, Rahem, A. Adherence behavior assessment of oral antidiabetic medication use: a study of patient decisions in long-term disease management in primary health care centers in Surabaya. J Basic Clin Physiol Pharmacol 2020;30. https://doi.org/10.1515/jbcpp-2019-0257.Search in Google Scholar PubMed
8. Dwiputri, AW, Pristianty, L, Hermansyah, A. Pharmacist contributions in the treatment of diabetes mellitus in Southeast Asia: a narrative review. J Basic Clin Physiol Pharmacol 2020;30. https://doi.org/10.1515/jbcpp-2019-0322.Search in Google Scholar PubMed
9. Hunter, RF, de la Haye, K, Murray, JM, Badham, J, Valente, TW, Clarke, M, et al.. Social network interventions for health behaviours and outcomes: a systematic review and meta-analysis. PLoS Med 2019;16:e1002890. https://doi.org/10.1371/journal.pmed.1002890.Search in Google Scholar PubMed PubMed Central
10. Stellefson, M, Paige, SR, Chaney, BH, Chaney, JD. Evolving role of social media in health promotion: updated responsibilities for health education specialists. Int J Environ Res Publ Health 2020;17. https://doi.org/10.3390/ijerph17041153.Search in Google Scholar PubMed PubMed Central
11. Gijsen, V, Maddux, M, Lavertu, A, Gonzalez-Hernandez, G, Ram, N, Reeves, B, et al.. #Science: the potential and the challenges of utilizing social media and other electronic communication platforms in health care. Clin Transl Sci 2019;13:26–30. https://doi.org/10.1111/cts.12687.Search in Google Scholar PubMed PubMed Central
12. Hermansyah, A, Sukorini, AI, Asmani, F, Suwito, KA, Rahayu, TP. The contemporary role and potential of pharmacist contribution for community health using social media. J Basic Clin Physiol Pharmacol 2019;30. https://doi.org/10.1515/jbcpp-2019-0329.Search in Google Scholar PubMed
13. De Angelis, G, Wells, GA, Davies, B, King, J, Shallwani, SM, McEwan, J, et al.. The use of social media among health professionals to facilitate chronic disease self-management with their patients: a systematic review. Digit Health 2018;4:2055207618771416. https://doi.org/10.1177/2055207618771416.Search in Google Scholar PubMed PubMed Central
14. Benetoli, A, Chen, TF, Schaefer, M, Chaar, B, Aslani, P. Do pharmacists use social media for patient care? Int J Clin Pharm 2017;39:364–72. https://doi.org/10.1007/s11096-017-0444-4.Search in Google Scholar PubMed
15. Smailhodzic, E, Attema, S. Self-determination theory as an explaining mechanism for the effects of patient’s social media use. In: 2016 International conference on information systems, Dublin. ICIS, Dublin; 2016.Search in Google Scholar
16. Grajales, FJ3rd, Sheps, S, Ho, K, Novak-Lauscher, H, Eysenbach, G. Social media: a review and tutorial of applications in medicine and health care. J Med Internet Res 2014;16:e13. https://doi.org/10.2196/jmir.2912.Search in Google Scholar PubMed PubMed Central
17. Welch, V, Petkovic, J, Simeon, R, Presseau, J, Gagnon, D, Hossain, A, et al.. Interactive social media interventions for health behaviour change, health outcomes, and health equity in the adult population. Cochrane Database Syst Rev 2018;2. https://doi.org/10.1002/14651858.cd012932.Search in Google Scholar
18. Hazzam, J, Lahrech, A. Health care professionals’ social media behavior and the underlying factors of social media adoption and use: quantitative study. J Med Internet Res 2018;20:e12035. https://doi.org/10.2196/12035.Search in Google Scholar PubMed PubMed Central
19. Kamel Boulos, M, Giustini, D, Wheeler, S. Instagram and WhatsApp in health and healthcare: an overview. Future Internet 2016;8. https://doi.org/10.3390/fi8030037.Search in Google Scholar
20. Patel, R, Chang, T, Greysen, SR, Chopra, V. Social media use in chronic disease: a systematic review and novel taxonomy. Am J Med 2015;128:1335–50. https://doi.org/10.1016/j.amjmed.2015.06.015.Search in Google Scholar PubMed
21. Giustini, D, Ali, SM, Fraser, M, Kamel Boulos, MN. Effective uses of social media in public health and medicine: a systematic review of systematic reviews. Online J Publ Health Inf 2018;10:e215. https://doi.org/10.5210/ojphi.v10i2.8270.Search in Google Scholar PubMed PubMed Central
22. Alanzi, T, Bah, S, Alzahrani, S, Alshammari, S, Almunsef, F. Evaluation of a mobile social networking application for improving diabetes Type 2 knowledge: an intervention study using WhatsApp. J Comp Effect Res 2018;7:891–9. https://doi.org/10.2217/cer-2018-0028.Search in Google Scholar PubMed
23. Alghafri, TS, Alharthi, SM, Al-Farsi, Y, Alrawahi, AH, Bannerman, E, Craigie, AM, et al.. ’MOVEdiabetes’: a cluster randomized controlled trial to increase physical activity in adults with type 2 diabetes in primary health in Oman. BMJ Open Diabetes Res Care 2018;6:e000605. https://doi.org/10.1136/bmjdrc-2018-000605.Search in Google Scholar PubMed PubMed Central
24. Aligholipour, M, Feizollahzadeh, H, Ghaffari, M, Jabbarzadeh, F. Comparison of in-person and MMS -based education in Telegram on self-care and fasting blood sugar of patients with diabetes mellitus: a randomized clinical trials. J Caring Sci 2019;8:157–64. https://doi.org/10.15171/jcs.2019.023.Search in Google Scholar PubMed PubMed Central
25. Bender, MS, Cooper, BA, Park, LG, Padash, S, Arai, S. A feasible and efficacious mobile-phone based lifestyle intervention for Filipino Americans with type 2 diabetes: randomized controlled trial. JMIR Diabetes 2017;2:e30. https://doi.org/10.2196/diabetes.8156.Search in Google Scholar PubMed PubMed Central
26. Dong, Y, Wang, P, Dai, Z, Liu, K, Jin, Y, Li, A, et al.. Increased self-care activities and glycemic control rate in relation to health education via Wechat among diabetes patients: a randomized clinical trial. Medicine 2018;97:e13632. https://doi.org/10.1097/md.0000000000013632.Search in Google Scholar PubMed PubMed Central
27. Kim, SH, Utz, S. Effectiveness of a social media–based, health literacy–sensitive diabetes self-management intervention: a randomized controlled trial. J Nurs Scholarsh 2019;51:661–9. https://doi.org/10.1111/jnu.12521.Search in Google Scholar PubMed
28. Petrovski, G, Zivkovic, M, Stratrova, SS. Social media and diabetes: can Facebook and Skype improve glucose control in patients with type 1 diabetes on pump therapy? One-year experience. Diabetes Care 2015;38:e51–2. https://doi.org/10.2337/dc14-2487.Search in Google Scholar PubMed
29. Petrovski, G, Zivkovic, M. Impact of facebook on glucose control in type 1 diabetes: a three-year cohort study. JMIR Diabetes 2017;2:e9. https://doi.org/10.2196/diabetes.7693.Search in Google Scholar PubMed PubMed Central
30. Chen, X, Jiang, S, Xu, Y, Tian, Y. The effect of interactive health education based on the WeChat platform on diabetic outpatients. Int J Clin Exp Med 2019;12.Search in Google Scholar
31. Zhang, Y, Chu, L. Effectiveness of systematic health education model for type 2 diabetes patients. Int J Endocrinol 2018;2018. https://doi.org/10.1155/2018/6530607.Search in Google Scholar PubMed PubMed Central
32. Berman, MA, Guthrie, NL, Edwards, KL, Appelbaum, KJ, Njike, VY, Eisenberg, DM, et al.. Change in glycemic control with use of a digital therapeutic in adults with type 2 diabetes: cohort study. JMIR Diabetes 2018;3:e4. https://doi.org/10.2196/diabetes.9591.Search in Google Scholar PubMed PubMed Central
33. Döğer, E, Bozbulut, R, Şebnem Soysal Acar, A, Ercan, Ş, Uğurlu, AK, Akbaş, ED, et al.. Effect of telehealth system on glycemic control in children and adolescents with type 1 diabetes. J Clin Res Pediatr Endocrinol 2019;11:70–5.10.4274/jcrpe.galenos.2018.2018.0017Search in Google Scholar PubMed PubMed Central
34. Sap, S, Kondo, E, Sobngwi, E, Mbono, R, Tatah, S, Dehayem, M, et al.. Effect of patient education through a social network in young patients with type 1 diabetes in a Sub-Saharan context. Pediatr Diabetes 2019;20:361–5. https://doi.org/10.1111/pedi.12835.Search in Google Scholar PubMed
35. Sartori, AC, De Souza Sá, J, Bernuci, MP, Massuda, EM, Lucena, TFR, Yamaguchi, MU. Whatsapp: a tool for adherence to asymptomatic chronic-disease drug therapies? In: Multi conference on computer science and information systems, MCCSIS 2019 - Proceedings of the international conference on e-health 2019, IADIS, Porto; 2019:253–5 pp.10.33965/eh2019_201910P034Search in Google Scholar
36. Peimani, M, Nasli-Esfahani, E, Sadeghi, R. Patients’ perceptions of patient-provider communication and diabetes care: a systematic review of quantitative and qualitative studies. Chron Illness 2020;16:3–22. https://doi.org/10.1177/1742395318782378.Search in Google Scholar PubMed
37. De Martino, I, D’Apolito, R, McLawhorn, AS, Fehring, KA, Sculco, PK, Gasparini, G. Social media for patients: benefits and drawbacks. Curr Rev Musculoskel Med 2017;10:141–5. https://doi.org/10.1007/s12178-017-9394-7.Search in Google Scholar PubMed PubMed Central
38. Khurana, L, Durand, EM, Gary, ST, Otero, AV, Dumais, KM, Beck, J, et al.. Mechanisms for improving diabetes patient-provider communication through optimal use of e-clinical technologies. Patient Prefer Adherence 2019;13:981–92. https://doi.org/10.2147/ppa.s207008.Search in Google Scholar PubMed PubMed Central
39. Bernell, S, Howard, SW. Use your words carefully: what is a chronic disease? Front Public Health 2016;4:159. https://doi.org/10.3389/fpubh.2016.00159.Search in Google Scholar PubMed PubMed Central
40. Smailhodzic, E, Hooijsma, W, Boonstra, A, Langley, DJ. Social media use in healthcare: a systematic review of effects on patients and on their relationship with healthcare professionals. BMC Health Serv Res 2016;16:442. https://doi.org/10.1186/s12913-016-1691-0.Search in Google Scholar PubMed PubMed Central
41. Barnes, SS, Kaul, V, Kudchadkar, SR. Social media engagement and the critical care medicine community. J Intensive Care Med 2019;34:175–82. https://doi.org/10.1177/0885066618769599.Search in Google Scholar PubMed
42. Adu, MD, Malabu, UH, Malau-Aduli, AEO, Malau-Aduli, BS. Enablers and barriers to effective diabetes self-management: a multi-national investigation. PloS One 2019;14:e0217771. https://doi.org/10.1371/journal.pone.0217771.Search in Google Scholar PubMed PubMed Central
43. Latkin, CA, Knowlton, AR. Social network assessments and interventions for health behavior change: a critical review. Behav Med 2015;41:90–7. https://doi.org/10.1080/08964289.2015.1034645.Search in Google Scholar PubMed PubMed Central
44. Linetzky, B, Jiang, D, Funnell, MM, Curtis, BH, Polonsky, WH. Exploring the role of the patient-physician relationship on insulin adherence and clinical outcomes in type 2 diabetes: insights from the MOSAIc study. J Diabetes 2017;9:596–605. https://doi.org/10.1111/1753-0407.12443.Search in Google Scholar PubMed
45. Bell, D, Fried, D, Huangfu, L, Surdeanu, M, Kobourov, S. Towards using social media to identify individuals at risk for preventable chronic illness. In: Proceedings of the 10th international conference on language resources and evaluation. LREC, Portoroz; 2016, vol 2016:2957–64 pp.Search in Google Scholar
46. Nelakhurti, AR, Pinto, AM, Cook, CB, Jones, L, Boyle, M, Ye, J, et al.. Should patients with diabetes Be encouraged to integrate social media in to their care plan? Future Sci 2018;4.10.4155/fsoa-2018-0021Search in Google Scholar PubMed PubMed Central
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