title: Cluster-Randomized Trial of a Mobile Phone Personalized Behavioral Intervention for Blood Glucose Control Clinic-based support to help overweight patients with type 2 diabetes increase physical activity and lose weight. Improved Glycemic Control Without Hypoglycemia in Elderly Diabetic Patients Using the Ubiquitous Healthcare Service, a New Medical Information System Telecommunication Support for Rural Women With Diabetes Online Diabetes Self-Management Program The development and evaluation of a computer-aided diabetes education program. The D-Net diabetes self-management program: long-term implementation, outcomes, and generalization results. Long-term effects and costs of brief behavioural dietary intervention for patients with diabetes delivered from the medical office. Outcomes of Minimal and Moderate Support Versions of an Internet-Based Diabetes Self-Management Support Program Effects of a brief computer-assisted diabetes self-management intervention on dietary, biological and quality-of-life outcomes A Ubiquitous Chronic Disease Care system using cellular phones and the internet. [Computer assisted nutrition therapy for patients with type 2 diabetes]. Randomized effectiveness trial of a computer-assisted intervention to improve diabetes care. A randomized, controlled trial of an automated wireless messaging system for diabetes. WellDoc mobile diabetes management randomized controlled trial: change in clinical and behavioral outcomes and patient and physician satisfaction.
abstract: OBJECTIVE To test whether adding mobile application coaching and patient/provider web portals to community primary care compared with st and ard diabetes management would reduce glycated hemoglobin levels in patients with type 2 diabetes . RESEARCH DESIGN AND METHODS A cluster-r and omized clinical trial , the Mobile Diabetes Intervention Study , r and omly assigned 26 primary care practice s to one of three stepped treatment groups or a control group ( usual care ) . A total of 163 patients were enrolled and included in analysis . The primary outcome was change in glycated hemoglobin levels over a 1-year treatment period . Secondary outcomes were changes in patient-reported diabetes symptoms , diabetes distress , depression , and other clinical ( blood pressure ) and laboratory ( lipid ) values . Maximal treatment was a mobile- and web-based self-management patient coaching system and provider decision support . Patients received automated , real-time educational and behavioral messaging in response to individually analyzed blood glucose values , diabetes medications , and lifestyle behaviors communicated by mobile phone . Providers received quarterly reports summarizing patient ’s glycemic control , diabetes medication management , lifestyle behaviors , and evidence -based treatment options . RESULTS The mean declines in glycated hemoglobin were 1.9 % in the maximal treatment group and 0.7 % in the usual care group , a difference of 1.2 % ( P = 0.001 ) over 12 months . Appreciable differences were not observed between groups for patient-reported diabetes distress , depression , diabetes symptoms , or blood pressure and lipid levels ( all P > 0.05 ) . CONCLUSIONS The combination of behavioral mobile coaching with blood glucose data , lifestyle behaviors , and patient self-management data individually analyzed and presented with evidence -based guidelines to providers substantially reduced glycated hemoglobin levels over 1 year BACKGROUND Our objective was to test the effect of physicians providing brief health lifestyle counseling to patients with type 2 diabetes mellitus during usual care visits . METHODS We conducted a r and omized controlled trial of a 12-month intervention at 2 large community health centers , enrolling 310 patients with a body mass index ( calculated as weight in kilograms divided by height in meters squared ) of 25 or greater . In the intervention group , self-management goals for nutrition and physical activity were set using a tailored computer program . Goals were then review ed at each clinic visit by physicians . The control group received only printed health education material s. The main outcome measures included change in physical activity and body weight . RESULTS In the intervention group , recommended levels of physical activity increased from 26 % at baseline to 53 % at 12 months ( P < .001 ) compared with controls ( 30 % to 37 % ; P= .27 ) , and 32 % of patients in the intervention group lost 6 or more pounds at 12 months compared with 18.9 % of controls ( odds ratio , 2.2 ; P= .006 ) . CONCLUSION A brief intervention to increase the dialogue between patients and health care providers about behavioral goals can lead to increased physical activity and weight loss OBJECTIVE To improve quality and efficiency of care for elderly patients with type 2 diabetes , we introduced elderly-friendly strategies to the clinical decision support system (CDSS)-based ubiquitous healthcare ( u-healthcare ) service , which is an individualized health management system using advanced medical information technology . RESEARCH DESIGN AND METHODS We conducted a 6-month r and omized , controlled clinical trial involving 144 patients aged > 60 years . Participants were r and omly assigned to receive routine care ( control , n = 48 ) , to the self-monitored blood glucose ( SMBG  , n = 47 ) group , or to the u-healthcare group ( n = 49 ) . The primary end point was the proportion of patients achieving A1C < 7 % without hypoglycemia at 6 months . U-healthcare system refers to an individualized medical service in which medical instructions are given through the patient ’s mobile phone . Patients receive a glucometer with a public switched telephone network-connected cradle that automatically transfers test results to a hospital-based server . Once the data are transferred to the server , an automated system , the CDSS rule engine , generates and sends patient-specific messages by mobile phone . RESULTS After 6 months of follow-up , the mean A1C level was significantly decreased from 7.8 ± 1.3 % to 7.4 ± 1.0 % ( P < 0.001 ) in the u-healthcare group and from 7.9 ± 1.0 % to 7.7 ± 1.0 % ( P = 0.020 ) in the SMBG group , compared with 7.9 ± 0.8 % to 7.8 ± 1.0 % ( P = 0.274 ) in the control group . The proportion of patients with A1C < 7 % without hypoglycemia was 30.6 % in the u-healthcare group , 23.4 % in the SMBG group ( 23.4 % ) , and 14.0 % in the control group ( P < 0.05 ) . CONCLUSIONS The CDSS-based u-healthcare service achieved better glycemic control with less hypoglycemia than SMBG and routine care and may provide effective and safe diabetes management in the elderly diabetic patients PURPOSE The Women to Women Diabetes Project tested the use of telecommunication technology to deliver diabetes education and social support to rural women with diabetes . The aims were to ( 1 ) test the effects of the computer intervention in providing support , information , and education on selected outcomes , and ( 2 ) evaluate the women 's attitudes toward and satisfaction with the intervention and the support provided . METHODS Thirty women were r and omized into computer and noncomputer groups and participated for 10 months . For 5 months , one group participated in a self-help support and educational group via the computer ; the other group continued to use their usual modes of support and communication .  Psychosocial well-being scales were administered and attitudes were surveyed . RESULTS Improving health and higher educational levels positively influenced measures of social support and quality of life .  Women who were married or who reported greater support had higher scores on the Personal Re source Question naire . The women expressed positive effects of the computer-based support group on their lives . CONCLUSIONS The intervention was enthusiastically accepted , and could be conducted effectively in isolated rural areas OBJECTIVE We hypothesized that people with type 2 diabetes in an online diabetes self-management program  , compared with usual-care control subjects , would 1 ) demonstrate reduced A1C at 6 and 18 months , 2 ) have fewer symptoms , 3 ) demonstrate increased exercise , and 4 ) have improved self-efficacy and patient activation . In addition , participants r and omized to listserve reinforcement would have better 18-month outcomes than participants receiving no reinforcement . RESEARCH DESIGN AND METHODS A total of 761 participants were r and omized to 1 ) the program  , 2 ) the program with e-mail reinforcement , or 3 ) were usual-care control subjects ( no treatment ) . This sample included 110 American Indians/Alaska Natives ( AI/ANs ) . Analyses of covariance models were used at the 6- and 18-month follow-up to compare groups . RESULTS At 6 months , A1C , patient activation , and self-efficacy were improved for program participants compared with usual care control subjects ( P < 0.05 ) . There were no changes in other health or behavioral indicators . The AI/AN program participants demonstrated improvements in health distress and activity limitation compared with usual-care control subjects . The subgroup with initial A1C > 7 % demonstrated stronger improvement in A1C ( P = 0.01 ) . At 18 months , self-efficacy and patient activation were improved for program participants . A1C was not measured . Reinforcement showed no improvement . CONCLUSIONS An online diabetes self-management program is acceptable for people with type 2 diabetes . Although the results were mixed they suggest 1 ) that the program may have beneficial effects in reducing A1C , 2 ) AI/AN population s can be engaged in and benefit from online interventions , and 3 ) our follow-up reinforcement appeared to have no value This paper describes the development and evaluation of a computer-aided learning ( CAL ) program . The program was tested in a trial that involved 36 people with diabetes ; 20 received CAL lessons in diabetes management and 16 attended conventional diabetes classes conducted by diabetes educators . When measurements taken before and three months after the education were compared , both groups showed significant improvement in their knowledge ; the blood glucose levels of the CAL group were significantly lower but those of the conventional education group were higher . This means that the CAL program was as effective as conventional education in imparting knowledge but it was more likely to motivate people to control their glucose levels . The CAL program allows diabetes educators to spend less time on education in basic knowledge and to concentrate more on motivational and social factors that are important determinants of patient compliance . It can also benefit people with diabetes whose access to health professionals and /or conventional diabetes education is restricted BACKGROUND A prerequisite to translating research findings into practice is information on consistency of implementation , maintenance of results , and generalization of effects . This follow-up report is one of the few experimental studies to provide such information on Internet-based health education . METHODS We present follow-up data 10 months following r and omization on the " Diabetes Network ( D-Net ) " Internet-based self-management project , a r and omized trial evaluating the incremental effects of adding ( 1 ) tailored self-management training or ( 2 ) peer support components to a basic Internet-based , information-focused comparison intervention .  Participants were 320 adult type 2 diabetes patients from participating primary care offices , mean age 59 ( SD = 9.2 ) , who were relatively novice Internet users . RESULTS All intervention components were consistently implemented by staff , but participant website usage decreased over time . All conditions were significantly improved from baseline on behavioral , psychosocial , and some biological outcomes ; and there were few differences between conditions . Results were robust across on-line coaches , patient characteristics , and participating clinics . CONCLUSIONS The basic D-Net intervention was implemented well and improvements were observed across a variety of patients , interventionists , and clinics . There were , however , difficulties in maintaining usage over time and additions of tailored self-management and peer support components generally did not significantly improve results This study evaluated the 12-month follow-up results and costs of a personalized , medical office-based intervention focused on behavioral issues related to dietary self-management . Two hundred and six adults having diabetes attending an internal medicine outpatient clinic visit were r and omized to either Usual Care or to Brief Intervention . The single session intervention involved touchscreen computer-assisted assessment that provided immediate feedback on key barriers to dietary self-management , goal setting and problem-solving counselling . Follow-up components included phone calls and videotape intervention relevant to each participant . Brief Intervention produced significantly greater improvement than Usual Care on multiple measures of change in dietary behaviour ( e.g. , covariate adjusted difference of 2.2 % of calories from fat ; p = 0.023 ) and on serum cholesterol levels ( covariate adjusted difference of 15 mg/dl ; p = 0.002 ) at 12-month follow-up . There were also significant differences favouring intervention on patient satisfaction ( p < 0.02 ) but not on HbA1c levels . The costs of intervention ( $ 137 per patient ) were modest relative to many commonly used practice OBJECTIVE Internet and other interactive technology-based programs offer great potential for practical , effective , and cost-efficient diabetes self-management ( DSM ) programs capable of reaching large numbers of patients . This study evaluated minimal and moderate support versions of an Internet-based diabetes self-management program , compared to an enhanced usual care condition . RESEARCH DESIGN AND METHODS A three-arm practical r and omized trial was conducted to evaluate minimal contact and moderate contact versions of an Internet-based diabetes self-management program , offered in English and Spanish , compared to enhanced usual care .  A heterogeneous sample of 463 type 2 patients was r and omized and 82.5 % completed a 4-month follow-up . Primary outcomes were behavior changes in healthy eating , physical activity , and medication taking . Secondary outcomes included hemoglobin A1c , body mass index , lipids , and blood pressure . RESULTS The Internet-based intervention produced significantly greater improvements than the enhanced usual care condition on three of four behavioral outcomes ( effect sizes [ d ] for healthy eating = 0.32 ; fat intake = 0.28 ; physical activity= 0.19 ) in both intent-to-treat and complete-cases analyses . These changes did not translate into differential improvements in biological outcomes during the 4-month study period . Added contact did not further enhance outcomes beyond the minimal contact intervention . CONCLUSIONS The Internet intervention meets several of the RE- AIM criteria for potential public health impact , including reaching a large number of persons , and being practical , feasible , and engaging for participants , but with mixed effectiveness in improving outcomes , and consistent results across different subgroups . Additional research is needed to evaluate longer-term outcomes , enhance effectiveness and cost-effectiveness , and underst and the linkages between intervention processes and outcomes Objective : There is a need for practical , efficient and broad-reaching diabetes self-management interventions that can produce changes in lifestyle behaviours such as healthy eating and weight loss . The objective of this study was to evaluate such a computer-assisted intervention . Methods : Type 2 diabetes primary care patients ( n=335 ) from fee-for-service and health maintenance organization setting s were r and omized to social cognitive theory-based tailored self-management ( TSM ) or computer-aided enhanced usual care ( UC ) .  Intervention consisted of computer-assisted self-management assessment and feedback , tailored goal - setting , barrier identification , and problem-solving , followed by health counsellor interaction and follow-up calls . Outcomes were changes in dietary behaviours ( fat and fruit/vegetable intake ) , haemoglobin A1c ( HbA1c ) , lipids , weight , quality of life , and depression . Results : TSM patients reduced dietary fat intake and weight significantly more than UC patients at the 2-month follow-up . Among patients having elevated levels of HbA1c , lipids or depression at baseline , there were consistent directional trends favouring intervention , but these differences did not reach significance . The intervention proved feasible and was implemented successfully by a variety of staff . Conclusions : This relatively low-intensity intervention appealed to a large , generally representative sample of patients , was well implemented , and produced improvement in targeted behaviours . Implication s of this practical clinical trial for dissemination are discussed AIMS The rapidly increasing prevalence of chronic diseases is an important challenge to healthcare systems worldwide . To improve the quality and efficiency of chronic disease care , we investigated the effectiveness and applicability of the Ubiquitous Chronic Disease Care ( UCDC ) system using cellular phones and the internet for overweight patients with both Type 2 diabetes and hypertension . METHODS We conducted a r and omized , controlled clinical trial over 3 months that included 123 patients at a university hospital and a community public health centre . RESULTS After 12 weeks , there were significant improvements in HbA(1c ) in the intervention group ( 7.6 + /- 0.9 % to 7.1 + /- 0.8 % , P < 0.001 ) compared with the control group ( 7.4 + /- 0.9 % to 7.6 + /- 1.0 % , P = 0.03 ) . Furthermore , we observed a significant reduction in systolic and diastolic blood pressure , as well as improvements in total cholesterol , low-density lipoprotein-cholesterol and triglyceride levels in the intervention group . Furthermore , there was a significant increase in adiponectin levels in the intervention group compared with the control group , although high-sensitivity C-reactive protein and interleukin-6 levels did not change in either group . CONCLUSIONS The novel UCDC system presented in this paper improved multiple metabolic parameters simultaneously in overweight patients with both Type 2 diabetes and hypertension OBJECTIVE To evaluate the efficacy of the " Diabetes Diet Advisor"(PC-DR vision 1.0 ) " for type 2 diabetes . METHODS One hundred and fifty type 2 diabetic patients were divided in the 2 groups . The study group included 88 type 2 diabetic patients managed by " Diabetes Diet Advisor(PC-DR vision 1.0 ) " ;  the control group included 62 cases with a fixed carbohydrate content . All patients were followed up for 8 weeks . RESULTS After 8 weeks dietary therapy , the fasting blood glucose ( FBG ) , cholesterol ( TC ) , triglycerides ( TG ) , HDL-cholesterol ( HDL- C ) and body mass index ( BMI ) in study group were all significantly less than those in the control group ( P<0.05 ) . In the study group , the significant decrease were achieved in all indicates and FBG and 2hPBG decreased persistently . Twenty-five patients ( 28.41 % ) in study group and 6 patients ( 9.68 % ) in control group reduced their dosage of hypoglycemic agents or stopped drug therapy ( P=0.007 ) . CONCLUSION The software " Diabetes Diet Advisor ( PC-DR vision 1.0 ) " is a useful tool of dietary management for patients with type 2 diabetes OBJECTIVE There is a well-documented gap between diabetes care guidelines and the services received by patients in most health care setting s. This report presents 12-month follow-up results from a computer-assisted , patient-centered intervention to improve the level of recommended services patients received from a variety of primary care setting s. RESEARCH DESIGN AND METHODS A total of 886 patients with type 2 diabetes under the care of 52 primary care physicians participated in the Diabetes Priority Program . Physicians were stratified and r and omized to intervention or control conditions and evaluated on two primary outcomes : number of recommended laboratory screenings and recommended patient-centered care activities completed from the National Committee on Quality Assurance/American Diabetes Association Provider Recognition Program ( PRP ) . Secondary outcomes were evaluated using the Problem Areas in Diabetes 2 quality of life scale , lipid and HbA1c levels , and the Patient Health Question naire-9 depression scale . RESULTS The program was well implemented and significantly improved both the number of laboratory assays and patient-centered aspects of diabetes care patients received compared with those in the control condition . There was overall improvement on secondary outcomes of lipids , HbA1c , quality of life , and depression scores ; between-condition differences were not significant . CONCLUSIONS Staff in small , mixed-payer primary care offices can consistently implement a patient-centered intervention to improve PRP measures of quality of diabetes care . Alternative explanations for why these process improvements did not lead to improved outcomes , and suggested directions for future research are discussed BACKGROUND Aggressive management of blood glucose reduces future diabetes-related complications , but this is difficult to achieve . METHODS This r and omized , controlled study tested the effect of using a wireless two-way pager-based automated messaging system to improve diabetes control through facilitated self-management . The system sent health-related messages to patients , with automatic forwarding of urgent patient responses to the health care team . RESULTS Participants in both the experimental ( pager ) and the control groups experienced an average hemoglobin A1c decrease of 0.1 - 0.3 % . More patients in the pager group were  normotensive  , and more felt that their health care was better by the end of the study . A total of 79 % of participants enjoyed using the pager , and 68 % wanted to continue using the system . CONCLUSIONS Utilizing a wireless , automated messaging system in clinical practice is a feasible , low-cost , interactive way to facilitate diabetes self-management , which is acceptable to patients . While providing a convenient way for patients and providers to communicate , this system can support automated recording and ready retrieval of these real-time interactions BACKGROUND Less than 63 % of individuals with diabetes meet professional guidelines target of hemoglobin A1c < 7.0 % , and only 7 % meet combined glycemic , lipid , and blood pressure goals . The primary study aim was to assess the impact on A1c of a cell phone-based diabetes management software system used with web-based data analytics and therapy optimization tools . Secondary aims examined health care provider ( HCP ) adherence to prescribing guidelines and assessed HCPs ' adoption of the technology . METHODS Thirty patients with type 2 diabetes were recruited from three community physician practice s for a 3-month study and evenly r and omized . The intervention group received cell phone-based software design ed by endocrinologists and CDEs ( WellDoc Communications , Inc. , Baltimore , MD ) . The software provided real-time feedback on patients ' blood glucose levels , displayed patients ' medication regimens , incorporated hypo- and hyperglycemia treatment algorithms , and requested additional data needed to evaluate diabetes management . Patient data captured and transferred to secure servers were analyzed by proprietary statistical algorithms . The system sent computer-generated logbooks ( with suggested treatment plans ) to intervention patients ' HCPs . RESULTS The average decrease in A1c for intervention patients was 2.03 % , compared to 0.68 % ( P < 0.02 , one-tailed ) for control patients . Of the intervention patients , 84 % had medications titrated or changed by their HCP compared to controls ( 23 % , P = 0.002 ) . Intervention patients ' HCPs reported the system facilitated treatment decisions , provided organized data , and reduced logbook review time . CONCLUSIONS Adults with type 2 diabetes using WellDoc 's software achieved statistically significant improvements in A1c . HCP and patient satisfaction with the system was clinical ly and statistically significant
target: There was no evidence of improvement in depression , quality of life , blood pressure , serum lipids , or weight .
  There was no evidence of significant adverse effects .
  CONCLUSIONS Computer-based diabetes self-management interventions to manage type 2 diabetes appear to have a small beneficial effect on blood glucose control , and this effect was larger in the mobile phone subgroup .
  There was no evidence of benefit for other biological , cognitive , behavioral , or emotional outcomes
background: OBJECTIVE Structured patient education programs can reduce the risk of diabetes-related complications .
  However , people appear to have difficulties attending face-to-face education and alternatives are needed .
  This review looked at the impact of computer-based diabetes self-management interventions on health status , cardiovascular risk factors , and quality of life of adults with type 2 diabetes .