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2.
J Clin Transl Endocrinol ; 15: 70-75, 2019 Mar.
Article in English | MEDLINE | ID: mdl-30792956

ABSTRACT

BACKGROUND: The International Diabetes Federation (IDF) launched the Kids and Diabetes in School (KiDS) project in collaboration with the International Society for Paediatric and Adolescent Diabetes (ISPAD) and Sanofi Diabetes to inform and teach school staff, children and parents on the management of diabetes in school. Brazil and India were chosen as pilot countries. METHODS: The evaluation was conducted using a qualitative methodology using semi-structured face to face in-depth interviews. Five out of fifteen schools were selected, where teachers and parents of children with and without diabetes were interviewed. Interviews took place one and three months after the implementation of KiDS. FINDINGS: Diabetes knowledge among the school staff and parents of children without diabetes was very limited prior to the KiDS Project in both countries. After introducing the KiDS information pack both groups mentioned increased knowledge on the management of diabetes. This was reflected through healthier food choices at school and the encouragement of physical activities. Increased awareness and understanding in the school staff were observed by parents of children with diabetes. INTERPRETATION: The KiDS project received positive feedback on the educational materials. The pack was deemed informative, interesting and engaging, creating increased awareness and understanding among school staff, parents and children. The project has created a demand for diabetes intervention in schools. The pack has been translated into fourteen languages and was downloaded over 17,000 times by November 2018.

3.
Diabetes Res Clin Pract ; 143: 275-281, 2018 Sep.
Article in English | MEDLINE | ID: mdl-30076871

ABSTRACT

AIMS: Bournemouth Type 1 Intensive Education (BERTIE) is a structured education course delivered 1 day a week for 4 weeks for self-management of type 1 diabetes. BERTIE outcomes were analysed to assess long-term effectiveness: primary outcome assessed impact of BERTIE on glycaemic control, secondary outcomes assessed impact on Problem Area in Diabetes (PAID) scale, severe hypoglycaemia and diabetic ketoacidosis incidence (DKA). METHODS: Prospectively collected outcome data from attendees included glycated haemoglobin (HbA1c), PAID, severe hypoglycaemia and DKA incidence recorded pre-course, 6 months and 1 year post-attendance, with HbA1c assessed annually at subsequent clinic visits. RESULTS: Between 1999 and 2015, 524 people attended BERTIE with 5 year follow-up in 316 (60.3%) attendees. HbA1c was reduced from 74 ±â€¯17 mmol/mol (8.9 ±â€¯1.6%) at baseline to 71 ±â€¯15 mmol/mol (8.6 ±â€¯1.4%) at 1 year and 70 ±â€¯15 mmol/mol (8.6 ±â€¯1.3%) at 5 years (p < 0.0001); severe hypoglycaemia incidence reduced from 0.8 ±â€¯2.1 to 0.4 ±â€¯2.2 episodes/person/year at 1 year (p < 0.0001); PAID scale reduced from 23 ±â€¯16 to 15 ±â€¯12 (p < 0.0001) at 1 year; DKA incidence was 0.06 ±â€¯0.34 episodes/person/year pre-course and 0.03 ±â€¯0.21 at 1 year (p = 0.5271). CONCLUSIONS: BERTIE outcome data demonstrate favorable biochemical and psychological outcomes supporting recommendations that structured education be provided to adults with type 1 diabetes.


Subject(s)
Blood Glucose/metabolism , Diabetes Mellitus, Type 1/diagnosis , Patient Education as Topic/standards , Quality of Life/psychology , Adult , Female , Follow-Up Studies , Humans , Male
4.
Diabetes Res Clin Pract ; 121: 215-217, 2016 11.
Article in English | MEDLINE | ID: mdl-27939090
5.
Diabetes Res Clin Pract ; 117: 48-54, 2016 Jul.
Article in English | MEDLINE | ID: mdl-27329022

ABSTRACT

AIMS: To estimate health expenditures due to diabetes in 2014 for the world and its regions. METHODS: Diabetes-attributable health expenditures were estimated using an attributable fraction method. Data were sourced from International Diabetes Federation (IDF) estimates of diabetes prevalence, UN population projections, WHO annual health expenditure reports, and estimates of the cost ratio of people with and without diabetes. Health expenditures were calculated in both US dollars (USD) and international dollars (ID). RESULTS: The average health expenditure per person with diabetes worldwide in 2014 was estimated to range from USD 1583 (ID 1742) to USD 2842 (ID 3110). The estimated annual global health expenditure attributable to diabetes ranged from USD 612 billion (ID 673 billion) to USD 1099 billion (ID 1202 billion). Together, the North America and Caribbean Region and the Europe Region were responsible for over 69% of the costs, and less than 10% of the costs were from the Africa Region, South East Asia Region, and Middle East and North Africa Region combined. The North America and Caribbean Region had the highest annual spending per person with diabetes (USD 7984 [ID 8040.39]), while the South East Asia Region had the lowest annual spending per person with diabetes (USD 92 [ID 234]). CONCLUSIONS: Diabetes imposes a large economic burden on health care systems across the world, yet varies across world regions. Diabetes prevention and effective management of diabetes should be a public health priority to reduce the financial burden.


Subject(s)
Diabetes Mellitus/economics , Global Health , Health Care Costs , Health Expenditures , Adult , Aged , Disease Management , Female , Humans , Male , Middle Aged , Public Health , Young Adult
7.
Community Eye Health ; 28(92): 61-3, 2015.
Article in English | MEDLINE | ID: mdl-27418721
8.
Diabetes Technol Ther ; 16(5): 310-6, 2014 May.
Article in English | MEDLINE | ID: mdl-24716820

ABSTRACT

BACKGROUND: We assessed the impact of using an automated bolus advisor integrated into a blood glucose meter on the timing and frequency of adjusting insulin therapy parameter settings and whether the availability of this technology would increase blood glucose test strip utilization in diabetes patients treated with multiple daily insulin injection (MDI) therapy. SUBJECTS AND METHODS: The Automated Bolus Advisor Control and Usability Study (ABACUS) trial, a 26-week, prospective, randomized, controlled, multinational study that enrolled 218 type 1 and type 2 diabetes patients, demonstrated that use of an automated insulin bolus advisor helps improve glycemic control in suboptimally controlled, MDI-treated patients. Patient data were assessed to determine when and how often changes in insulin parameter settings occurred during the study. Patient meters were downloaded to determine blood glucose monitoring frequency. RESULTS: One hundred ninety-three patients completed the study: 93 control arm (CNL) and 100 intervention (experimental) arm (EXP). Significantly more EXP (47.5%) than CNL (30.7%) patients received one or more changes in their insulin sensitivity factor (ISF) settings during the study (P=0.0191). Changes in ISF settings occurred earlier and more frequently in EXP than CNL patients throughout the study. A similar trend was seen in changes in insulin-to-carbohydrate ratios. There were no differences in daily self-monitoring of blood glucose frequency [mean (SD)] between CNL and EXP patients: 4.7 (1.5) versus 4.6 (1.3) (P=0.4085). CONCLUSIONS: Use of an automated bolus advisor was associated with earlier, more frequent changes in key insulin parameters, which may have contributed to subsequent improvements in glycemic control but without increased glucose test strip utilization.


Subject(s)
Blood Glucose Self-Monitoring/methods , Blood Glucose/analysis , Diabetes Mellitus, Type 1/drug therapy , Diabetes Mellitus, Type 2/drug therapy , Hypoglycemic Agents/administration & dosage , Insulin/administration & dosage , Adolescent , Adult , Blood Glucose Self-Monitoring/instrumentation , Chi-Square Distribution , Diabetes Mellitus, Type 1/blood , Diabetes Mellitus, Type 2/blood , Drug Administration Schedule , Female , Glycated Hemoglobin/analysis , Humans , Male , Prospective Studies , Young Adult
9.
Diabetes Care ; 36(11): 3613-9, 2013 Nov.
Article in English | MEDLINE | ID: mdl-23900590

ABSTRACT

OBJECTIVE: Use of automated bolus advisors is associated with improved glycemic control in patients treated with insulin pump therapy. We conducted a study to assess the impact of using an insulin bolus advisor embedded in a blood glucose (BG) meter on glycemic control and treatment satisfaction in patients treated with multiple daily insulin injection (MDI) therapy. The study goal was to achieve >0.5% A1C reduction in most patients. RESEARCH DESIGN AND METHODS: This was a 26-week, prospective, randomized, controlled, multinational study that enrolled 218 MDI-treated patients with poorly controlled diabetes (202 with type 1 diabetes, 16 with type 2 diabetes) who were 18 years of age or older. Participants had mean baseline A1C of 8.9% (SD, 1.2 [74 mmol/mol]), mean age of 42.4 years (SD, 14.0), mean BMI of 26.5 kg/m(2) (SD, 4.2), and mean diabetes duration of 17.7 years (SD, 11.1). Control group (CNL) patients used a standard BG meter and manual bolus calculation; intervention group (EXP) patients used the Accu-Chek Aviva Expert meter with an integrated bolus advisor to calculate insulin dosages. Glucose data were downloaded and used for therapy parameter adjustments in both groups. RESULTS: A total of 193 patients (CNL, n = 93; EXP, n = 100) completed the study. Significantly more EXP than CNL patients achieved >0.5% A1C reduction (56.0% vs. 34.4%; P < 0.01). Improvement in treatment satisfaction (Diabetes Treatment Satisfaction Questionnaire scale) was significantly greater in EXP patients (11.4 [SD, 6.0] vs. 9.0 [SD, 6.3]; P < 0.01). Percentage of BG values <50 mg/dL was <2% in both groups during the study. CONCLUSIONS: Use of an automated bolus advisor resulted in improved glycemic control and treatment satisfaction without increasing severe hypoglycemia.


Subject(s)
Blood Glucose/drug effects , Diabetes Mellitus, Type 1/drug therapy , Diabetes Mellitus, Type 2/drug therapy , Hypoglycemic Agents/therapeutic use , Insulin/administration & dosage , Adolescent , Adult , Blood Glucose/analysis , Blood Glucose Self-Monitoring/methods , Female , Humans , Hypoglycemia/drug therapy , Insulin Infusion Systems , Male , Prospective Studies , Young Adult
10.
BMC Fam Pract ; 13: 102, 2012 Oct 13.
Article in English | MEDLINE | ID: mdl-23062116

ABSTRACT

BACKGROUND: People with T1DM and insulin-treated T2DM often do not follow and/or adjust their insulin regimens as needed. Key contributors to treatment non-adherence are fear of hypoglycaemia, difficulty and lack of self-efficacy associated with insulin dose determination. Because manual calculation of insulin boluses is both complex and time consuming, people may rely on empirical estimates, which can result in persistent hypoglycaemia and/or hyperglycaemia. Use of automated bolus advisors (BA) has been shown to help insulin pump users to more accurately meet prandial insulin dosage requirements, improve postprandial glycaemic excursions, and achieve optimal glycaemic control with an increased time within optimal range. Use of a BA containing an early algorithm based on sliding scales for insulin dosing has also been shown to improve HbA1c levels in people treated with multiple daily insulin injections (MDI). We designed a study to determine if use of an automated BA can improve clinical and psychosocial outcomes in people treated with MDI. METHODS/DESIGN: The Automated Bolus Advisor Control and Usability Study (ABACUS) is a 6-month, prospective, randomised, multi-centre, multi-national trial to determine if automated BA use improves glycaemic control as measured by a change in HbA1c in people using MDI with elevated HbA1c levels (#62;7.5%). A total of 226 T1DM and T2DM participants will be recruited. Anticipated attrition of 20% will yield a sample size of 90 participants, which will provide #62;80% power to detect a mean difference of 0.5%, with SD of 0.9%, using a one-sided 5% t-test, with 5% significance level. Other measures of glycaemic control, self-care behaviours and psychosocial issues will also be assessed. DISCUSSION: It is critical that healthcare providers utilise available technologies that both facilitate effective glucose management and address concerns about safety and lifestyle. Automated BAs may help people using MDI to manage their diabetes more effectively and minimise the risk of long-term diabetes related complications. Findings from a recent study suggest that BA use positively addresses both safety and lifestyle concerns; however, randomised trials are needed to confirm these perceptions and determine whether bolus advisor use improves clinical outcomes. Our study is designed to make these assessments. TRIAL REGISTRATION: NCT01460446.


Subject(s)
Algorithms , Diabetes Mellitus, Type 1/drug therapy , Diabetes Mellitus, Type 2/drug therapy , Drug Dosage Calculations , Glycated Hemoglobin/analysis , Hypoglycemic Agents/administration & dosage , Insulin/administration & dosage , Humans , Hyperglycemia/prevention & control , Hypoglycemia/prevention & control , Medication Adherence , Patient Satisfaction , Prospective Studies , Self Care , Treatment Outcome
11.
J Diabetes Sci Technol ; 5(4): 894-900, 2011 Jul 01.
Article in English | MEDLINE | ID: mdl-21880231

ABSTRACT

BACKGROUND: Clinical decision support systems allow for decisions based on blood glucose simulations. The DiasNet simulation tool is based on accepted principles of physiology and simulates blood glucose concentrations accurately in type 1 diabetes mellitus (T1DM) patients during periods without hypoglycemia, but deviations appear after hypoglycemia, possibly because of the long-term glucose counter-regulation to hypoglycemia. The purpose of this study was to evaluate the impact of hypoglycemia on blood glucose simulations. METHOD: Continuous glucose monitoring (CGM) data and diary data (meals, insulin, self-monitored blood glucose) were collected for 2 to 5 days from 17 T1DM patients with poor glycemic control. Hypoglycemic episodes [CGM glucose <63 mg/dl (3.5 mmol/liter) for ≥20 min] were identified in valid (well-calibrated) CGM data. For 24 hours after each hypoglycemic episode, a simulated (DiasNet) glucose profile was compared to the CGM glucose. RESULTS: A total of 52 episodes of hypoglycemia were identified in valid data. All subjects had at least one hypoglycemic episode. Ten episodes of hypoglycemia from nine subjects were eligible for analysis. The CGM glucose was significantly (p < .05) higher than simulated blood glucose for a period of 13 h, beginning 8 h after hypoglycemia onset. CONCLUSIONS: The present data show that hypoglycemia introduces substantial and systematic simulation errors for up to 24 h after hypoglycemia. This underlines the need for further evaluation of mechanisms behind this putative long-term glucose counter-regulation to hypoglycemia. When using blood glucose simulations in decision support systems, the results indicate that simulations for several hours following a hypoglycemic event may underestimate glucose levels by 100 mg/dl (5.6 mmol/liter) or more.


Subject(s)
Blood Glucose/analysis , Computer Simulation/standards , Decision Support Systems, Clinical/standards , Diabetes Mellitus, Type 1/blood , Diabetes Mellitus, Type 1/complications , Hypoglycemia/complications , Adult , Blood Glucose Self-Monitoring/methods , Computer Simulation/statistics & numerical data , Female , Humans , Hypoglycemia/blood , Male , Middle Aged , Pilot Projects , Research Design , Retrospective Studies
12.
BMJ ; 328(7450): 1237, 2004 May 22.
Article in English | MEDLINE | ID: mdl-15107313

ABSTRACT

OBJECTIVE: To determine if a school based educational programme aimed at reducing consumption of carbonated drinks can prevent excessive weight gain in children. DESIGN: Cluster randomised controlled trial. SETTING: Six primary schools in southwest England. PARTICIPANTS: 644 children aged 7-11 years. INTERVENTION: Focused educational programme on nutrition over one school year. MAIN OUTCOME MEASURES: Drink consumption and number of overweight and obese children. RESULTS: Consumption of carbonated drinks over three days decreased by 0.6 glasses (average glass size 250 ml) in the intervention group but increased by 0.2 glasses in the control group (mean difference 0.7, 95% confidence interval 0.1 to 1.3). At 12 months the percentage of overweight and obese children increased in the control group by 7.5%, compared with a decrease in the intervention group of 0.2% (mean difference 7.7%, 2.2% to 13.1%). CONCLUSION: A targeted, school based education programme produced a modest reduction in the number of carbonated drinks consumed, which was associated with a reduction in the number of overweight and obese children.


Subject(s)
Carbonated Beverages/adverse effects , Obesity/prevention & control , Patient Education as Topic/methods , Body Mass Index , Carbonated Beverages/statistics & numerical data , Child , Cluster Analysis , Confidence Intervals , Female , Humans , Male
13.
Int J Med Inform ; 70(2-3): 337-44, 2003 Jul.
Article in English | MEDLINE | ID: mdl-12909186

ABSTRACT

INTRODUCTION: We have recently shown, in studies with patients with Type 1 (insulin dependent) diabetes, that alcohol intake at 21:00 h significantly reduced blood glucose values after 10-12 h, compared with control studies with no alcohol. HYPOTHESIS: We hypothesised that this was due to the following effects of alcohol: (1) alcohol metabolism increases NADH, leading to a reduction in hepatic gluconeogenesis; (2) increased glycogen phosphorylase activity depletes hepatic glycogen stores; (3) after the alcohol is metabolised, hepatic insulin sensitivity is increased, leading to the restoration of glycogen stores and reduction in blood glucose levels; and (4) consequently, after several hours, glycogen stores and insulin sensitivity return to normal. RESULTS: A model describing these changes (DiasNet-Alcohol) was implemented into the DiasNet model of human glucose metabolism. Our study suggests that the DiasNet-Alcohol model gives a reasonable approximation of these effects of alcohol on blood glucose concentration observed in our study and supports our hypothesis for the mechanism behind these effects in Type 1 diabetes.


Subject(s)
Blood Glucose/metabolism , Central Nervous System Depressants/pharmacology , Decision Support Systems, Clinical , Diabetes Mellitus, Type 1 , Ethanol/pharmacology , Hypoglycemia/etiology , Models, Theoretical , Bayes Theorem , Decision Making, Computer-Assisted , Glycogen/metabolism , Glycogen Phosphorylase/pharmacology , Humans , NAD/metabolism
14.
Int J Med Inform ; 70(2-3): 353-63, 2003 Jul.
Article in English | MEDLINE | ID: mdl-12909188

ABSTRACT

INTRODUCTION: Within diabetes care, the majority of health decisions are in the hands of the patient. Therefore, the concepts of disease management and self-care represent inescapable challenges for both patient and healthcare professionals, entailing a considerable amount of learning. Thus, a computerised diabetes disease management systems (CDDM) is to be seen not merely as tools for the medical treatment, but also as pedagogical tools to enhance patient competence. HYPOTHESIS: The unfortunate lack of success for most knowledge-based systems might be related to the problem of finding an adequate way of evaluating the systems from their development through the implementation phase to the daily clinical practice. The following presents the initial methodological considerations for evaluating the usefulness of a CDDM system called DiasNet, which is being implemented as a learning tool for patients. The evaluation of usefulness of a CDDM, we claim, entails clinical assessment taking into account the challenges and pitfalls in diabetes disease management. RESULTS: Drawing on activity theory, we suggest the concept of copability as a supplement to 'usability' and 'utility' when determining 'usefulness'. We maintain that it is necessary to ask how well the user copes with the new situation using the system. As ways to measure copability of DiasNet the concepts of coping and learning are discussed, as well as ways this methodology might inform systems development, implementation, and daily clinical practice.


Subject(s)
Adaptation, Psychological , Decision Making, Computer-Assisted , Decision Support Systems, Clinical , Diabetes Mellitus/therapy , Disease Management , Patient Education as Topic , Humans , Information Systems , Learning , Physician-Patient Relations , Self Care
15.
Stud Health Technol Inform ; 90: 66-71, 2002.
Article in English | MEDLINE | ID: mdl-15460663

ABSTRACT

We have recently shown, in studies with patients with Type 1 (insulin dependent) diabetes, that alcohol intake at 2100 hrs significantly reduced blood glucose values after 10-12 hours, compared with control studies with no alcohol. We hypothesised that this was due to the following effects of alcohol: 1. Alcohol metabolism increases NADH, leading to a reduction in hepatic gluconeogenesis; and 2. increased glycogen phosphorylase activity depletes hepatic glycogen stores; 3. After the alcohol is metabolised, hepatic insulin sensitivity is increased, leading to the restoration of glycogen stores and reduction in blood glucose levels, and 4. consequently, after several hours, glycogen stores and insulin sensitivity return to normal. A model describing these changes (DiasNet-Alcohol) was implemented into the DiasNet model of human glucose metabolism. Our study suggests that the DiasNet-Alcohol model gives a reasonable approximation of the effect of alcohol on blood glucose concentration observed in our study and supports our hypothesis for the mechanism behind these effects in Type 1 diabetes.


Subject(s)
Alcohol Drinking/adverse effects , Diabetes Mellitus, Type 1/physiopathology , Models, Biological , Diabetes Mellitus, Type 1/metabolism , Gluconeogenesis , Humans , Insulin Resistance , Liver Glycogen/metabolism , Male
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