Telemedicine for the Management of Glycemic Control and Clinical Outcomes of Type 1 Diabetes Mellitus: A Systematic Review and Meta-Analysis of Randomized Controlled Studies

Shaun W H Lee, Leanne Ooi, Yin K Lai, Shaun W H Lee, Leanne Ooi, Yin K Lai

Abstract

Importance: Telemedicine has been shown to be an efficient and effective means of providing care to patients with chronic disease especially in remote and undeserved regions, by improving access to care and reduce healthcare cost. However, the evidence surrounding its applicability in type 1 diabetes remains scarce and conflicting. Objective: To synthesize evidence and quantify the effectiveness of telemedicine interventions for the management of glycemic and clinical outcomes in type 1 diabetes patients, relative to comparator conditions. Data Sources: MEDLINE, EMBASE, Cochrane Library, Web of Science, PsycINFO, and CINAHL were searched for published articles since inception until December 2016. Study Selection: Original articles reporting the results of randomized controlled studies on the effectiveness of telemedicine in people with type 1 diabetes were included. Data Extraction and Synthesis: Two reviewers independently extracted data, assessed quality, and strength of evidence. Interventions were categorized based upon the telemedicine focus (monitoring, education, consultation, case-management, and peer mentoring). Main Outcome and Measure: Absolute change in glycosylated hemoglobin A1c (HbA1c) from baseline to follow-up assessment. Results: A total of 38 studies described in 41 articles were identified. Positive effects on glycemic control were noted with studies examining telemedicine, with a mean reduction of 0.18% at the end of intervention. Studies with longer duration (>6 months) who had recruited patients with a higher baseline HbA1c (≥9%) were associated with larger effects. Telemedicine interventions that involve individualized assessments, audit with feedback and skill building were also more effective in improving glycemic control. However, no benefits were observed on blood pressure, lipids, weight, quality of life, and adverse events. Conclusions and Relevance: There is insufficient evidence to support telemedicine use for glycemic control and other clinically relevant outcome among patients with type 1 diabetes.

Keywords: management; meta-analysis; systematic review; telemedicine; type 1 diabetes.

Figures

FIGURE 1
FIGURE 1
Effect of telemedicine versus comparator on hemoglobin A1c at end of intervention.

References

    1. Ahring K. K., Ahring J. P. K., Joyce C., Farid N. R. (1992). Telephone modem access improves diabetes control in those with insulin-requiring diabetes. Diabetes Care 15 971–975. 10.2337/diacare.15.8.971
    1. American Telemedicine Association (2016). Telemedicine Glossary. Available: [accessed July 1 2016].
    1. Benhamou P.-Y., Melki V., Boizel R., Perreal F., Quesada J.-L., Bessieres-Lacombe S., et al. (2007). One-year efficacy and safety of Web-based follow-up using cellular phone in type 1 diabetic patients under insulin pump therapy: the PumpNet study. Diabetes Metab. 33 220–226. 10.1016/j.diabet.2007.01.002
    1. Berndt R.-D., Takenga C., Preik P., Kuehn S., Berndt L., Mayer H., et al. (2014). Impact of information technology on the therapy of type-1 diabetes: a case study of children and adolescents in Germany. J. Pers. Med. 4 200–217. 10.3390/jpm4020200
    1. Biermann E., Dietrich W., Standl E. (1999). Telecare of diabetic patients with intensified insulin therapy. A randomized clinical trial. Stud. Health Technol. Inform. 77 327–332.
    1. Cadario F., Binotti M., Brustia M., Mercandino F., Moreno G., Esposito S., et al. (2007). Telecare for teenagers with type 1 diabetes: a trial. Minerva Pediatr. 59 299–305.
    1. Charpentier G., Benhamou P.-Y., Dardari D., Clergeot A., Franc S., Schaepelynck-Belicar P., et al. (2011). The Diabeo software enabling individualized insulin dose adjustments combined with telemedicine support improves HbA1c in Poorly Controlled Type 1 Diabetic Patients: a 6-month, randomized, open-label, parallel-group, multicenter trial (TeleDiab 1 study). Diabetes Care 34 533–539. 10.2337/dc10-1259
    1. Chase H. P., Pearson J. A., Wightman C., Roberts M. D., Oderberg A. D., Garg S. K. (2003). Modem transmission of glucose values reduces the costs and need for clinic visits. Diabetes Care 26 1475–1479. 10.2337/diacare.26.5.1475
    1. DeSalvo D. J., Keith-Hynes P., Peyser T., Place J., Caswell K., Wilson D. M., et al. (2013). Remote glucose monitoring in camp setting reduces the risk of prolonged nocturnal hypoglycemia. Diabetes Technol. Ther. 16 1–7. 10.1089/dia.2013.0139
    1. Esmatjes E., Jansà M., Roca D., Pérez-Ferre N., del Valle L., Martínez-Hervás S., et al. (2014). The efficiency of telemedicine to optimize metabolic control in patients with type 1 diabetes mellitus: telemed study. Diabetes Technol. Ther. 16 435–441. 10.1089/dia.2013.0313
    1. Fallucca F., DiBiase N., Sabbatini A., Borrello E., Sciullo E., Napoli A. (1996). Telemedicine in the treatment of diabetic pregnancy. Pract. Diabetes Int. 13 115–118. 10.1002/pdi.1960130407
    1. Farmer A. J., Gibson O. J., Dudley C., Bryden K., Hayton P. M., Tarassenko L., et al. (2005). A randomized controlled trial of the effect of real-time telemedicine support on glycemic control in young adults with type 1 diabetes (ISRCTN 46889446). Diabetes Care 28 2697–2702. 10.2337/diacare.28.11.2697
    1. Gay C., Chapuis F., Bendelac N., Tixier F., Treppoz S., Nicolino M. (2006). Reinforced follow-up for children and adolescents with type 1 diabetes and inadequate glycaemic control: a randomized controlled trial intervention via the local pharmacist and telecare. Diabetes Metab. 32 159–165. 10.1016/S1262-3636(07)70263-X
    1. Gómez E. J., Hernando M. E., Garcıa A., Del Pozo F., Cermeno J., Corcoy R., et al. (2002). Telemedicine as a tool for intensive management of diabetes: the DIABTel experience. Comput. Methods Programs Biomed. 69 163–177. 10.1016/S0169-2607(02)00039-1
    1. Harris M. A., Freeman K. A., Duke D. C. (2015). Seeing is believing: using Skype to improve diabetes outcomes in youth. Diabetes Care 38 1427–1434. 10.2337/dc14-2469
    1. Higgins J., Altman D., Jonathan A. S. (2011). Assessing Risk of Bias in Included Studies. The Cochrane Collaboration. Available: [accessed October 18 2016].
    1. Howe C. J., Jawad A. F., Tuttle A. K., Moser J. T., Preis C., Buzby M., et al. (2005). Education and telephone case management for children with type 1 diabetes: a randomized controlled trial. J. Pediatr. Nurs. 20 83–95. 10.1016/j.pedn.2004.12.010
    1. Howells L., Wilson A. C., Skinner T. C., Newton R., Morris A. D., Greene S. A. (2002). A randomized control trial of the effect of negotiated telephone support on glycaemic control in young people with Type 1 diabetes. Diabet. Med. 19 643–648. 10.1046/j.1464-5491.2002.00791.x
    1. Izquierdo R., Morin P. C., Bratt K., Moreau Z., Meyer S., Ploutz-Snyder R., et al. (2009). School-centered telemedicine for children with type 1 diabetes mellitus. J. Pediatr. 155 374–379. 10.1016/j.jpeds.2009.03.014
    1. Jansà M., Vidal M., Viaplana J., Levy I., Conget I., Gomis R., et al. (2006). Telecare in a structured therapeutic education programme addressed to patients with type 1 diabetes and poor metabolic control. Diabetes Res. Clin. Pract. 74 26–32. 10.1016/j.diabres.2006.03.005
    1. Kirwan M., Vandelanotte C., Fenning A., Duncan M. J. (2013). Diabetes self-management smartphone application for adults with type 1 diabetes: randomized controlled trial. J. Med. Internet Res. 15:e235 10.2196/jmir.2588
    1. Landau Z., Mazor-Aronovitch K., Boaz M., Blaychfeld-Magnazi M., Graph-Barel C., Levek-Motola N., et al. (2012). The effectiveness of Internet-based blood glucose monitoring system on improving diabetes control in adolescents with type 1 diabetes. Pediatr. Diabetes 13 203–207. 10.1111/j.1399-5448.2011.00800.x
    1. Lawson M. L., Cohen N., Richardson C., Orrbine E., Pham B. (2005). A randomized trial of regular standardized telephone contact by a diabetes nurse educator in adolescents with poor diabetes control. Pediatr. Diabetes 6 32–40. 10.1111/j.1399-543X.2005.00091.x
    1. Lee J. Y., Chan C. K., Chua S. S., Ng C. J., Paraidathathu T., Lee K. K., et al. (2016). Intervention for Diabetes with Education, Advancement and Support (IDEAS) study: protocol for a cluster randomised controlled trial. BMC Health Serv. Res. 16:524 10.1186/s12913-016-1782-y
    1. Lee J. Y., Lee S. W. H., Nasir N. H., How S., Tan C. S. S., Wong C. P. (2015). Diabetes telemonitoring reduces the risk of hypoglycaemia during Ramadan: a pilot randomized controlled study. Diabet. Med. 32 1658–1661. 10.1111/dme.12836
    1. Lehmkuhl H. D., Storch E. A., Cammarata C., Meyer K., Rahman O., Silverstein J., et al. (2010). Telehealth behavior therapy for the management of type 1 diabetes in adolescents. J. Diabetes Sci. Technol. 4 199–208. 10.1177/193229681000400125
    1. Louch G., Dalkin S., Bodansky J., Conner M. (2013). An exploratory randomised controlled trial using short messaging service to facilitate insulin administration in young adults with type 1 diabetes. Psychol. Health Med. 18 166–174. 10.1080/13548506.2012.689841
    1. Marrero D. G., Vandagriff J. L., Kronz K., Fineberg N. S., Golden M. P., Msn D. G., et al. (1995). Using telecommunication technology to manage children with diabetes: the Computer-Linked Outpatient Clinic (CLOC) Study. Diabetes Educ. 21 313–319. 10.1177/014572179502100409
    1. McCarrier K. P., Ralston J. D., Hirsch I. B., Lewis G., Martin D. P., Zimmerman F. J., et al. (2009). Web-based collaborative care for type 1 diabetes: a pilot randomized trial. Diabetes Technol. Ther. 11 211–217. 10.1089/dia.2008.0063
    1. Montori V. M., Helgemoe P. K., Guyatt G. H., Dean D. S., Leung T. W., Smith S. A., et al. (2004). Telecare for patients with type 1 diabetes and inadequate glycemic control: a randomized controlled trial and meta-analysis. Diabetes Care 27 1088–1094. 10.2337/diacare.27.5.1088
    1. Newton K. T., Ashley A. (2013). Pilot study of a web-based intervention for adolescents with type 1 diabetes. J. Telemed. Telecare 19 443–449. 10.1177/1357633x13512069
    1. Nunn E., King B., Smart C., Anderson D. (2006). A randomized controlled trial of telephone calls to young patients with poorly controlled type 1 diabetes. Pediatr. Diabetes 7 254–259. 10.1111/j.1399-5448.2006.00200.x
    1. Panagiotopoulos C., Preston J., Stewart L., Dl M., Chanoine J. (2003). Weekly telephone contact by a diabetes educator in adolescents with type 1 diabetes. Can. J. Diabetes 27 422–427.
    1. Rami B., Popow C., Horn W., Waldhoer T., Schober E. (2006). Telemedical support to improve glycemic control in adolescents with type 1 diabetes mellitus. Eur. J. Pediatr. 165 701–705. 10.1007/s00431-006-0156-6
    1. Rigla M., Hernando M. E., Gómez E. J., Brugués E., García-Sáez G., Capel I., et al. (2008). Real-time continuous glucose monitoring together with telemedical assistance improves glycemic control and glucose stability in pump-treated patients. Diabetes Technol. Ther. 10 194–199. 10.1089/dia.2007.0273
    1. Rossi M. C., Nicolucci A., Lucisano G., Pellegrini F., Di Bartolo P., Miselli V., et al. (2013). Impact of the “diabetes interactive diary” telemedicine system on metabolic control, risk of hypoglycemia, and quality of life: a randomized clinical trial in type 1 diabetes. Diabetes Technol. Ther. 15 670–679. 10.1089/dia.2013.0021
    1. Rossi M. C. E., Nicolucci A., Di Bartolo P., Bruttomesso D., Girelli A., Ampudia F. J., et al. (2010). Diabetes interactive diary: a new telemedicine system enabling flexible diet and insulin therapy while improving quality of life: an open-label, international, multicenter, randomized study. Diabetes Care 33 109–115. 10.2337/dc09-1327
    1. Schiaffini R., Tagliente I., Carducci C., Ullmann N., Ciampalini P., Lorubbio A., et al. (2016). Impact of long-term use of eHealth systems in adolescents with type 1 diabetes treated with sensor-augmented pump therapy. J. Telemed. Telecare 22 277–281. 10.1177/1357633x15598425
    1. Schünemann H. J., Oxman A. D., Brozek J., Glasziou P., Jaeschke R., Vist G. E., et al. (2008). Grading quality of evidence and strength of recommendations for diagnostic tests and strategies. BMJ 336 1106–1110. 10.1136/
    1. Shalitin S., Ben-Ari T., Yackobovitch-Gavan M., Tenenbaum A., Lebenthal Y., de Vries L., et al. (2014). Using the Internet-based upload blood glucose monitoring and therapy management system in patients with type 1 diabetes. Acta Diabetol. 51 247–256. 10.1007/s00592-013-0510-x
    1. Stratton I. M., Adler A. I., Neil H. A. W., Matthews D. R., Manley S. E., Cull C. A., et al. (2000). Association of glycaemia with macrovascular and microvascular complications of type 2 diabetes (UKPDS 35): prospective observational study. BMJ 321 405–412. 10.1136/bmj.321.7258.405
    1. Suh S., Jean C., Koo M., Lee S. Y., Cho M. J., Sim K.-H., et al. (2014). A randomized controlled trial of an internet-based mentoring program for type 1 diabetes patients with inadequate glycemic control. Diabetes Metab. J. 38 134–142. 10.4093/dmj.2014.38.2.134
    1. The Diabetes Control Complications Trial Research Group (1993). The effect of intensive treatment of diabetes on the development and progression of long-term complications in insulin-dependent diabetes mellitus. N. Engl. J. Med. 329 977–986. 10.1056/NEJM199309303291401
    1. Totten A., Womack D., Eden K., McDonagh M., Griffin J., Grusing S., et al. (2016). Telehealth: Mapping the Evidence for Patient Outcomes from Systematic Reviews. Report No.: 16-EHC034-EF. Rockville, MD: Agency for Healthcare Research and Quality (US).
    1. Vähätalo M., Virtamo H., Viikari J., Rönnemaa T. (2004). Cellular phone transferred self blood glucose monitoring: prerequisites for positive outcome. Pract. Diabetes Int. 21 192–194. 10.1002/pdi.642
    1. Wojcicki J. M., Ladyzynski P., Krzymien J., Jozwicka E., Blachowicz J., Janczewska E., et al. (2001). What we can really expect from telemedicine in intensive diabetes treatment: results from 3-year study on type 1 pregnant diabetic women. Diabetes Technol. Ther. 3 581–589. 10.1089/15209150152811207
    1. You W.-P., Henneberg M. (2016). Type 1 diabetes prevalence increasing globally and regionally: the role of natural selection and life expectancy at birth. BMJ Open Diabetes Res. Care 4:e000161 10.1136/bmjdrc-2015-000161

Source: PubMed

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