Centers for Disease Control and Prevention. National diabetes fact sheet: national estimates and general information on diabetes and prediabetes in the United States, 2011. Atlanta, GA: U.S. Department of Health and Human Services; 2011.
Google Scholar
Boyle JP, Thompson TJ, Gregg EW, Barker LE, Williamson DF. Projection of the year 2050 burden of diabetes in the US adult population: dynamic modeling of incidence, mortality, and prediabetes prevalence. Popul Health Metrics. 2010;8:29.
Article
Google Scholar
Dall TM, Zhang Y, Chen YJ, Quick WW, Yang WG, Fogli J. The economic burden of diabetes. Health Aff (Millwood). 2010;29(2):297–303.
Article
Google Scholar
American Diabetes Association (ADA). Standards of medical care in diabetes--2012. Diabetes Care. 2012;35 Suppl 1:S11–63.
Google Scholar
Department of Health and Human Services. Healthy People 2020: goals and objectives-diabetes. Washington, DC: US Department of Health and Human Services; 2012.
Google Scholar
Centers for Disease Control and Prevention. Diabetes report card 2012. Atlanta, GA: U.S. Department of Health and Human Services; 2012.
Google Scholar
Delamater AM. Improving patient adherence. Clin Diabetes. 2006;24(2):71–7.
Article
Google Scholar
Turkcan A, Nuti L, DeLaurentis PC, Tian Z, Daggy J, Zhang L, et al. No-show Modeling for Adult Ambulatory Clinics. In: Healthcare Operations Management: A Handbook of Methods and Applications. edn. Edited by Denton B. New York: Springer; 2013.
Cochran J, Conn VS. Meta-analysis of quality of life outcomes following diabetes self-management training. Diabetes Educ. 2008;34(5):815–23.
Article
PubMed
PubMed Central
Google Scholar
Norris SL, Lau J, Smith SJ, Schmid CH, Engelgau MM. Self-management education for adults with type 2 diabetes: a meta-analysis of the effect on glycemic control. Diabetes Care. 2002;25(7):1159–71.
Article
PubMed
Google Scholar
Donabedian A. The quality of care. How can it be assessed? JAMA. 1988;260(12):1743–8.
Article
CAS
PubMed
Google Scholar
Kirsh S, Watts S, Pascuzzi K, O’Day ME, Davidson D, Strauss G, et al. Shared medical appointments based on the chronic care model: a quality improvement project to address the challenges of patients with diabetes with high cardiovascular risk. Qual Saf Health Care. 2007;16(5):349–53.
Article
PubMed
PubMed Central
Google Scholar
Fischer HH, Eisert SL, Durfee MJ, Moore SL, Steele AW, McCullen K, et al. The impact of tailored diabetes registry report cards on measures of disease control: a nested randomized trial. BMC Med Inform Decis Mak. 2011;11:12.
Article
PubMed
PubMed Central
Google Scholar
Lafata JE, Baker AM, Divine GW, McCarthy BD, Xi H. The use of computerized birthday greeting reminders in the management of diabetes. J Gen Intern Med. 2002;17(7):521–30.
Article
PubMed
PubMed Central
Google Scholar
Anderson RM, Musch DC, Nwankwo RB, Wolf FM, Gillard ML, Oh MS, et al. Personalized follow-up increases return rate at urban eye disease screening clinics for African Americans with diabetes: results of a randomized trial. Ethn Dis. 2003;13(1):40–6.
PubMed
Google Scholar
Seto W, Turner BS, Champagne MT, Liu L. Utilizing a diabetic registry to manage diabetes in a low-income Asian American population. Popul Health Manag. 2012;15(4):207–15.
Article
PubMed
Google Scholar
Edwards HD, Webb RD, Scheid DC, Britton ML, Armor BL. A pharmacist visit improves diabetes standards in a patient-centered medical home (PCMH). Am J Med Qual. 2012;27(6):529–34.
Article
PubMed
Google Scholar
Rai A, Prichard P, Hodach R, Courtemanche T. Using physician-led automated communications to improve patient health. Popul Health Manag. 2011;14(4):175–80.
Article
PubMed
Google Scholar
de Grauw WJ, van Gerwen WH, van de Lisdonk EH, van den Hoogen HJ, van den Bosch WJ, van Weel C. Outcomes of audit-enhanced monitoring of patients with type 2 diabetes. J Fam Pract. 2002;51(5):459–64.
PubMed
Google Scholar
Maclean CD, Gagnon M, Callas P, Littenberg B. The Vermont diabetes information system: a cluster randomized trial of a population based decision support system. J Gen Intern Med. 2009;24(12):1303–10.
Article
PubMed
PubMed Central
Google Scholar
Chumbler NR, Vogel WB, Garel M, Qin H, Kobb R, Ryan P. Health services utilization of a care coordination/home-telehealth program for veterans with diabetes: a matched-cohort study. J Ambul Care Manage. 2005;28(3):230–40.
Article
PubMed
Google Scholar
Sadur CN, Moline N, Costa M, Michalik D, Mendlowitz D, Roller S, et al. Diabetes management in a health maintenance organization. Efficacy of care management using cluster visits. Diabetes Care. 1999;22(12):2011–7.
Article
CAS
PubMed
Google Scholar
Subramanian U, Ackermann RT, Brizendine EJ, Saha C, Rosenman MB, Willis DR, et al. Effect of advanced access scheduling on processes and intermediate outcomes of diabetes care and utilization. J Gen Intern Med. 2009;24(3):327–33.
Article
PubMed
PubMed Central
Google Scholar
Austin S, Wolfe BL. The effect of patient reminders and gas station gift cards on patient adherence to testing guidelines for diabetes. WMJ. 2011;110(3):132–7.
PubMed
Google Scholar
Derose SF, Nakahiro RK, Ziel FH. Automated messaging to improve compliance with diabetes test monitoring. Am J Manag Care. 2009;15(7):425–31.
PubMed
Google Scholar
Thomas KG, Thomas MR, Stroebel RJ, McDonald FS, Hanson GJ, Naessens JM, et al. Use of a registry-generated audit, feedback, and patient reminder intervention in an internal medicine resident clinic--a randomized trial. J Gen Intern Med. 2007;22(12):1740–4.
Article
PubMed
PubMed Central
Google Scholar
Smith DM, Weinberger M, Katz BP. A controlled trial to increase office visits and reduce hospitalizations of diabetic patients. J Gen Intern Med. 1987;2(4):232–8.
Article
CAS
PubMed
Google Scholar
Holbrook A, Thabane L, Keshavjee K, Dolovich L, Bernstein B, Chan D, et al. Individualized electronic decision support and reminders to improve diabetes care in the community: COMPETE II randomized trial. CMAJ. 2009;181(1–2):37–44.
Article
PubMed
PubMed Central
Google Scholar
Lin D, Hale S, Kirby E. Improving diabetes management: structured clinic program for Canadian primary care. Can Fam Physician. 2007;53(1):73–7.
PubMed
PubMed Central
Google Scholar
Meulepas MA, Braspenning JC, de Grauw WJ, Lucas AE, Harms L, Akkermans RP, et al. Logistic support service improves processes and outcomes of diabetes care in general practice. Fam Pract. 2007;24(1):20–5.
Article
PubMed
Google Scholar
Meulepas MA, Braspenning JC, de Grauw WJ, Lucas AE, Wijkel D, Grol RP. Patient-oriented intervention in addition to centrally organised checkups improves diabetic patient outcome in primary care. Qual Saf Health Care. 2008;17(5):324–8.
Article
CAS
PubMed
Google Scholar
McDermott RA, Schmidt BA, Sinha A, Mills P. Improving diabetes care in the primary healthcare setting: a randomised cluster trial in remote Indigenous communities. Med J Aust. 2001;174(10):497–502.
CAS
PubMed
Google Scholar
Yeh YT, Chiu YT, Liu CT, Wu SJ, Lee TI. Development and evaluation of an integrated patient-oriented education management system for diabetes. Stud Health Technol Inform. 2006;122:172–5.
PubMed
Google Scholar
Edelman D, Fredrickson SK, Melnyk SD, Coffman CJ, Jeffreys AS, Datta S, et al. Medical clinics versus usual care for patients with both diabetes and hypertension: a randomized trial. Ann Intern Med. 2010;152(11):689–96.
Article
PubMed
Google Scholar
Wagner EH, Grothaus LC, Sandhu N, Galvin MS, McGregor M, Artz K, et al. Chronic care clinics for diabetes in primary care: a system-wide randomized trial. Diabetes Care. 2001;24(4):695–700.
Article
CAS
PubMed
Google Scholar
Bond GE, Burr R, Wolf FM, Price M, McCurry SM, Teri L. The effects of a web-based intervention on the physical outcomes associated with diabetes among adults age 60 and older: a randomized trial. Diabetes Technol Ther. 2007;9(1):52–9.
Article
PubMed
PubMed Central
Google Scholar
Carter EL, Nunlee-Bland G, Callender C. A patient-centric, provider-assisted diabetes telehealth self-management intervention for urban minorities. Perspect Health Inf Manag. 2011;8:1b.
PubMed
PubMed Central
Google Scholar
Ralston JD, Hirsch IB, Hoath J, Mullen M, Cheadle A, Goldberg HI. Web-based collaborative care for type 2 diabetes: a pilot randomized trial. Diabetes Care. 2009;32(2):234–9.
Article
PubMed
PubMed Central
Google Scholar
Kim HS. A randomized controlled trial of a nurse short-message service by cellular phone for people with diabetes. Int J Nurs Stud. 2007;44(5):687–92.
Article
PubMed
Google Scholar
Kim HS. Impact of Web-based nurse’s education on glycosylated haemoglobin in type 2 diabetic patients. J Clin Nurs. 2007;16(7):1361–6.
Article
Google Scholar
Kim HS, Jeong HS. A nurse short message service by cellular phone in type-2 diabetic patients for six months. J Clin Nurs. 2007;16(6):1082–7.
Article
PubMed
Google Scholar
Kim HS, Kim NC, Ahn SH. Impact of a nurse short message service intervention for patients with diabetes. J Nurs Care Qual. 2006;21(3):266–71.
Article
PubMed
Google Scholar
Kim HS, Song MS. Technological intervention for obese patients with type 2 diabetes. Appl Nurs Res. 2008;21(2):84–9.
Article
PubMed
Google Scholar
Kim HS, Yoo YS, Shim HS. Effects of an Internet-based intervention on plasma glucose levels in patients with type 2 diabetes. J Nurs Care Qual. 2005;20(4):335–40.
Article
PubMed
Google Scholar
Kwon HS, Cho JH, Kim HS, Lee JH, Song BR, Oh JA, et al. Development of web-based diabetic patient management system using short message service (SMS). Diabetes Res Clin Pract. 2004;66 Suppl 1:S133–7.
Article
PubMed
Google Scholar
Cherry JC, Moffatt TP, Rodriguez C, Dryden K. Diabetes disease management program for an indigent population empowered by telemedicine technology. Diabetes Technol Ther. 2002;4(6):783–91.
Article
PubMed
Google Scholar
McMahon GT, Fonda SJ, Gomes HE, Alexis G, Conlin PR. A randomized comparison of online- and telephone-based care management with internet training alone in adult patients with poorly controlled type 2 diabetes. Diabetes Technol Ther. 2012;14(11):1060–7.
Article
PubMed
PubMed Central
Google Scholar
Sacco WP, Malone JI, Morrison AD, Friedman A, Wells K. Effect of a brief, regular telephone intervention by paraprofessionals for type 2 diabetes.J Behav Med. 2009;32(4):349–59.
Article
PubMed
Google Scholar
Meigs JB, Cagliero E, Dubey A, Murphy-Sheehy P, Gildesgame C, Chueh H, et al. A controlled trial of web-based diabetes disease management: the MGH diabetes primary care improvement project. Diabetes Care. 2003;26(3):750–7.
Article
PubMed
Google Scholar
Jones D, Curry W. Impact of a PDA-based diabetes electronic management system in a primary care office. Am J Med Qual. 2006;21(6):401–7.
Article
PubMed
Google Scholar
McDiarmid T, Chambliss ML, Koval PB, Houck S. Improving office-based preventive care for diabetes. The beneficial results of a patient questionnaire and a flow chart. N C Med J. 2001;62(1):8–13.
CAS
PubMed
Google Scholar
Ciemins EL, Coon PJ, Fowles JB, Min SJ. Beyond health information technology: critical factors necessary for effective diabetes disease management. J Diabetes Sci Technol. 2009;3(3):452–60.
Article
PubMed
PubMed Central
Google Scholar
Weber V, Bloom F, Pierdon S, Wood C. Employing the electronic health record to improve diabetes care: a multifaceted intervention in an integrated delivery system. J Gen Intern Med. 2008;23(4):379–82.
Article
PubMed
PubMed Central
Google Scholar
Dijkstra RF, Braspenning JC, Huijsmans Z, Akkermans RP, van Ballegooie E, ten Have P, et al. Introduction of diabetes passports involving both patients and professionals to improve hospital outpatient diabetes care. Diabetes Res Clin Pract. 2005;68(2):126–34.
Article
CAS
PubMed
Google Scholar
Grant RW, Wald JS, Schnipper JL, Gandhi TK, Poon EG, Orav EJ, et al. Practice-linked online personal health records for type 2 diabetes mellitus: a randomized controlled trial. Arch Intern Med. 2008;168(16):1776–82.
Article
PubMed
Google Scholar
Daggy J, Lawley M, Willis D, Thayer D, Suelzer C, DeLaurentis PC, et al. Using no-show modeling to improve clinic performance. Health Informatics J. 2010;16(4):246–59.
Article
PubMed
Google Scholar
Cho JH, Chang SA, Kwon HS, Choi YH, Ko SH, Moon SD, et al. Long-term effect of the Internet-based glucose monitoring system on HbA1c reduction and glucose stability: a 30-month follow-up study for diabetes management with a ubiquitous medical care system. Diabetes Care. 2006;29(12):2625–31.
Article
PubMed
Google Scholar
Glasgow RE, Nutting PA, King DK, Nelson CC, Cutter G, Gaglio B, et al. A practical randomized trial to improve diabetes care. J Gen Intern Med. 2004;19(12):1167–74.
Article
PubMed
PubMed Central
Google Scholar
Conrad DA, Perry L. Quality-based financial incentives in health care: can we improve quality by paying for it? Annu Rev Public Health. 2009;30:357–71.
Article
PubMed
Google Scholar
Hedges LV, Ilkin I. Statistical methods for meta-analysis. New York: Academic Press; 1985.
Google Scholar
Avdal EU, Kizilci S, Demirel N. The effects of web-based diabetes education on diabetes care results: a randomized control study. Comput Inform Nurs. 2011;29(2):101–6.
Article
PubMed
Google Scholar
Bailie RS, Si D, Robinson GW, Togni SJ, D’Abbs PH. A multifaceted health-service intervention in remote Aboriginal communities: 3-year follow-up of the impact on diabetes care. Med J Aust. 2004;181(4):195–200.
PubMed
Google Scholar
Benhamou PY, Melki V, Boizel R, Perreal F, Quesada JL, Bessieres-Lacombe S, et al. 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. 2007;33(3):220–6.
Article
PubMed
Google Scholar
Bond GE, Burr R, Wolf FM, Price M, McCurry SM, Teri L. Preliminary findings of the effects of comorbidities on a web-based intervention on self-reported blood sugar readings among adults age 60 and older with diabetes. Telemed J E Health. 2006;12(6):707–10.
Article
PubMed
Google Scholar
Cavan DA, Everett J, Plougmann S, Hejlesen OK. Use of the internet to optimize self-management of type 1 diabetes: preliminary experience with DiasNet. J Telemed Telecare. 2003;9 Suppl 1:S50–2.
Article
PubMed
Google Scholar
Cho JH, Lee HC, Lim DJ, Kwon HS, Yoon KH. Mobile communication using a mobile phone with a glucometer for glucose control in Type 2 patients with diabetes: as effective as an Internet-based glucose monitoring system. J Telemed Telecare. 2009;15(2):77–82.
Article
PubMed
Google Scholar
Cho JH, Kwon HS, Kim HS, Oh JA, Yoon KH. Effects on diabetes management of a health-care provider mediated, remote coaching system via a PDA-type glucometer and the Internet. J Telemed Telecare. 2011;17(7):365–70.
Article
PubMed
Google Scholar
Farmer AJ, Gibson OJ, Dudley C, Bryden K, Hayton PM, Tarassenko L, et al. 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. 2005;28(11):2697–702.
Article
PubMed
Google Scholar
Fischer HH, Moore SL, Ginosar D, Davidson AJ, Rice-Peterson CM, Durfee MJ, et al. Care by cell phone: text messaging for chronic disease management. Am J Manag Care. 2012;18(2):e42–7.
PubMed
Google Scholar
Glasgow RE, Boles SM, McKay HG, Feil EG, Barrera Jr M. The D-Net diabetes self-management program: long-term implementation, outcomes, and generalization results. Prev Med. 2003;36(4):410–9.
Article
PubMed
Google Scholar
Harno K, Kauppinen-Makelin R, Syrjalainen J. Managing diabetes care using an integrated regional e-health approach. J Telemed Telecare. 2006;12 Suppl 1:13–5.
Article
PubMed
Google Scholar
Hurwitz B, Goodman C, Yudkin J. Prompting the clinical care of non-insulin dependent (type II) diabetic patients in an inner city area: one model of community care. BMJ. 1993;306(6878):624–30.
Article
CAS
PubMed
PubMed Central
Google Scholar
Kim SI, Kim HS. Effectiveness of mobile and internet intervention in patients with obese type 2 diabetes. Int J Med Inform. 2008;77(6):399–404.
Article
PubMed
Google Scholar
Kwon HS, Cho JH, Kim HS, Song BR, Ko SH, Lee JM, et al. Establishment of blood glucose monitoring system using the internet. Diabetes Care. 2004;27(2):478–83.
Article
PubMed
Google Scholar
Litzelman DK, Slemenda CW, Langefeld CD, Hays LM, Welch MA, Bild DE, et al. Reduction of lower extremity clinical abnormalities in patients with non-insulin-dependent diabetes mellitus. A randomized, controlled trial. Ann Intern Med. 1993;119(1):36–41.
Article
CAS
PubMed
Google Scholar
Lorig K, Ritter PL, Laurent DD, Plant K, Green M, Jernigan VB, et al. Online diabetes self-management program: a randomized study. Diabetes Care. 2010;33(6):1275–81.
Article
PubMed
PubMed Central
Google Scholar
McCarrier KP, Ralston JD, Hirsch IB, Lewis G, Martin DP, Zimmerman FJ, et al. Web-based collaborative care for type 1 diabetes: a pilot randomized trial. Diabetes Technol Ther. 2009;11(4):211–7.
Article
PubMed
PubMed Central
Google Scholar
McMahon GT, Gomes HE, Hickson Hohne S, Hu TM, Levine BA, Conlin PR. Web-based care management in patients with poorly controlled diabetes. Diabetes Care. 2005;28(7):1624–9.
Article
PubMed
PubMed Central
Google Scholar
Mehler PS, Krantz MJ, Lundgren RA, Estacio RO, MacKenzie TD, Petralia L, et al. Bridging the quality gap in diabetic hyperlipidemia: a practice-based intervention. Am J Med. 2005;118(12):1414.
Article
PubMed
Google Scholar
Moattari M, Hashemi M, Dabbaghmanesh MH. The impact of electronic education on metabolic control indicators in patients with diabetes who need insulin: a randomised clinical control trial. J Clin Nurs. 2013;22(1–2):32–8.
Article
PubMed
Google Scholar
Moorman JM, Frazee LA, Dillon ML, Chomo DL, Myers NA. Utilization of a reminder mailing to improve blood glucose log reporting in an outpatient diabetes clinic. Am J Ther. 2012;19(4):255–60.
Article
PubMed
Google Scholar
Musacchio N, Lovagnini Scher A, Giancaterini A, Pessina L, Salis G, Schivalocchi F, et al. Impact of a chronic care model based on patient empowerment on the management of Type 2 diabetes: effects of the SINERGIA programme. Diabet Med. 2011;28(6):724–30.
Article
CAS
PubMed
Google Scholar
Nes AA, van Dulmen S, Eide E, Finset A, Kristjansdottir OB, Steen IS, et al. The development and feasibility of a web-based intervention with diaries and situational feedback via smartphone to support self-management in patients with diabetes type 2. Diabetes Res Clin Pract. 2012;97(3):385–93.
Article
PubMed
Google Scholar
Piette JD, Weinberger M, McPhee SJ. The effect of automated calls with telephone nurse follow-up on patient-centered outcomes of diabetes care: a randomized, controlled trial. Med Care. 2000;38(2):218–30.
Article
CAS
PubMed
Google Scholar
Ryan JG, Schwartz R, Jennings T, Fedders M, Vittoria I. Feasibility of an internet-based intervention for improving diabetes outcomes among low-income patients with a high risk for poor diabetes outcomes followed in a community clinic. Diabetes Educ. 2013;39(3):365–75.
Article
PubMed
Google Scholar
Smith KE, Levine BA, Clement SC, Hu MJ, Alaoui A, Mun SK. Impact of MyCareTeam for poorly controlled diabetes mellitus. Diabetes Technol Ther. 2004;6(6):828–35.
Article
PubMed
Google Scholar
Song M, Choe MA, Kim KS, Yi MS, Lee I, Kim J, et al. An evaluation of Web-based education as an alternative to group lectures for diabetes self-management. Nurs Health Sci. 2009;11(3):277–84.
Article
PubMed
Google Scholar
Stone RA, Sevick MA, Rao RH, Macpherson DS, Cheng C, Kim S, et al. The diabetes telemonitoring study extension: an exploratory randomized comparison of alternative interventions to maintain glycemic control after withdrawal of diabetes home telemonitoring. J Am Med Inform Assoc. 2012;19(6):973–9.
Article
PubMed
PubMed Central
Google Scholar
Tang PC, Overhage JM, Chan AS, Brown NL, Aghighi B, Entwistle MP, et al. Online disease management of diabetes: engaging and motivating patients online with enhanced resources-diabetes (EMPOWER-D), a randomized controlled trial. J Am Med Inform Assoc. 2013;20(3):526–34.
Article
PubMed
Google Scholar
Tildesley HD, Mazanderani AB, Ross SA. Effect of internet therapeutic intervention on A1C levels in patients with type 2 diabetes treated with insulin. Diabetes Care. 2010;33(8):1738–40.
Article
CAS
PubMed
PubMed Central
Google Scholar
Yoo HJ, Park MS, Kim TN, Yang SJ, Cho GJ, Hwang TG, et al. A ubiquitous chronic disease care system using cellular phones and the internet. Diabet Med. 2009;26(6):628–35.
Article
CAS
PubMed
Google Scholar
Yoon KH, Kim HS. A short message service by cellular phone in type 2 diabetic patients for 12 months. Diabetes Res Clin Pract. 2008;79(2):256–61.
Article
PubMed
Google Scholar