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1.
J Phys Act Health ; 21(7): 636-644, 2024 Jul 01.
Article in English | MEDLINE | ID: mdl-38621669

ABSTRACT

BACKGROUND: The prevalence of obesity-related cardiometabolic disease in Samoa is among the highest globally. While physical activity is a modifiable risk factor for obesity-related disease, little is known about physical activity levels among adult Samoans. Using wrist-worn accelerometer-based devices, this study aimed to characterize physical activity among Samoan adults. METHODS: Samoan adults (n = 385; 55% female, mean [SD] age 52 [10] y) wore Actigraph GT3X+ devices for 7 to 10 days. General linear models were used to examine mean daily minutes of sedentary time, light physical activity, and moderate to vigorous physical activity by various participant characteristics. RESULTS: Time spent in moderate to vigorous physical activity did not differ statistically between men (88 [5] min; 95% confidence interval [CI], 80-97) and women (78 [4] min; 95% CI, 70-86; P = .08). Women, however, spent more time than men in light physical activity: 380 (7) minutes (95% CI, 367-393) versus 344 (7) minutes (95% CI, 329-358; P < .001). While there were no differences in physical activity by census region, education, or occupation among women, men in urban areas spent significantly less time in moderate to vigorous physical activity than those in peri-urban and rural areas (P = .015). Women with class II/III obesity spent more time in sedentary activities than those with healthy weight or overweight/class I obesity (P = .048). CONCLUSIONS: This study characterizes physical activity among Samoan adults and highlights variation by sex, urbanicity, and weight status. In providing initial device-measured estimates of physical activity in Samoa, this analysis establishes a baseline from which the success of future attempts to intervene on physical activity may be assessed.


Subject(s)
Accelerometry , Exercise , Sedentary Behavior , Humans , Male , Female , Middle Aged , Samoa/epidemiology , Adult , Sex Factors , Time Factors , Aged , Obesity/epidemiology , Rural Population
2.
JMIR Aging ; 6: e44037, 2023 Nov 09.
Article in English | MEDLINE | ID: mdl-37962566

ABSTRACT

Background: Prediction models are being increasingly used in clinical practice, with some requiring patient-reported outcomes (PROs). The optimal approach to collecting the needed inputs is unknown. Objective: Our objective was to compare mortality prediction model inputs and scores based on electronic health record (EHR) abstraction versus patient survey. Methods: Older patients aged ≥65 years with type 2 diabetes at an urban primary care practice in Chicago were recruited to participate in a care management trial. All participants completed a survey via an electronic portal that included items on the presence of comorbid conditions and functional status, which are needed to complete a mortality prediction model. We compared the individual data inputs and the overall model performance based on the data gathered from the survey compared to the chart review. Results: For individual data inputs, we found the largest differences in questions regarding functional status such as pushing/pulling, where 41.4% (31/75) of participants reported difficulties that were not captured in the chart with smaller differences for comorbid conditions. For the overall mortality score, we saw nonsignificant differences (P=.82) when comparing survey and chart-abstracted data. When allocating participants to life expectancy subgroups (<5 years, 5-10 years, >10 years), differences in survey and chart review data resulted in 20% having different subgroup assignments and, therefore, discordant glucose control recommendations. Conclusions: In this small exploratory study, we found that, despite differences in data inputs regarding functional status, the overall performance of a mortality prediction model was similar when using survey and chart-abstracted data. Larger studies comparing patient survey and chart data are needed to assess whether these findings are reproduceable and clinically important.

3.
Article in English | MEDLINE | ID: mdl-31349639

ABSTRACT

BACKGROUND: While Turkey hosts the largest number of Syrian refugees, the provision of health services for chronic disease among Syrian refugees in Turkey has been inadequate and understudied. This paper explores Turkish healthcare policies surrounding Syrian refugees' access to health services for chronic diseases. METHODS: We conducted a literature review and supplementary stakeholder interviews to evaluate the provision of chronic health services and the most common barriers to healthcare access among Syrian refugees in Turkey. RESULTS: Though access to treatment for displaced Syrians has improved throughout the past five years, five primary barriers persist: registration procedure regulations, navigation of a new health system, language barriers, fear of adverse treatment, and cost. CONCLUSIONS: To drive improvements in healthcare for chronic diseases among Syrian refugees in Turkey, we recommend making registration procedures more accessible, developing more healthcare options in patients' native language, increasing human resources, and advocating for more research surrounding chronic health conditions among refugees.


Subject(s)
Chronic Disease/therapy , Delivery of Health Care/organization & administration , Delivery of Health Care/statistics & numerical data , Health Policy , Health Services Accessibility/organization & administration , Health Services Accessibility/statistics & numerical data , Refugees/statistics & numerical data , Communication Barriers , Humans , Syria , Turkey
4.
Diabetes Care ; 42(8): 1589-1592, 2019 08.
Article in English | MEDLINE | ID: mdl-31189564

ABSTRACT

OBJECTIVE: Young adults with type 1 diabetes (T1D) often struggle to achieve glycemic control and maintain routine clinic visits. We aimed to evaluate the societal cost-effectiveness of the Colorado young adults with T1D (CoYoT1) Clinic, an innovative care model of shared medical appointments through home telehealth. RESEARCH DESIGN AND METHODS: Patients self-selected into the CoYoT1 (N = 42) or usual care (N = 39) groups. RESULTS: Within the trial, we found no significant differences in 9-month quality-adjusted life; however, the control group had a larger decline from baseline in utility than the CoYoT1 group, indicating a quality of life (QoL) benefit of the intervention (difference in difference mean ± SD: 0.04 ± 0.09; P = 0.03). There was no significant difference in total costs. The CoYoT1 group had more study-related visits but fewer nonstudy office visits and hospitalizations. CONCLUSIONS: The CoYoT1 care model may help young adults with T1D maintain a higher QoL with no increase in costs.


Subject(s)
Appointments and Schedules , Diabetes Mellitus, Type 1/economics , Diabetes Mellitus, Type 1/therapy , Telemedicine/economics , Telemedicine/organization & administration , Adolescent , Adult , Ambulatory Care Facilities/economics , Ambulatory Care Facilities/organization & administration , Blood Glucose/analysis , Colorado , Cost-Benefit Analysis , Diabetes Mellitus, Type 1/blood , Female , Humans , Intention to Treat Analysis , Male , Quality of Life , Quality-Adjusted Life Years , Telemedicine/standards , Young Adult
5.
Med Decis Making ; 38(8): 942-953, 2018 11.
Article in English | MEDLINE | ID: mdl-30403576

ABSTRACT

BACKGROUND: The economic impact of both continuous glucose monitoring (CGM) and insulin pumps (continuous subcutaneous insulin infusion [CSII]) in type 1 diabetes (T1D) have been evaluated separately. However, the cost-effectiveness of adding CSII to existing CGM users has not yet been assessed. OBJECTIVE: The aim of this study was to evaluate the societal cost-effectiveness of CSII versus continuing multiple daily injections (MDI) in adults with T1D already using CGM. METHODS: In the second phase of the DIAMOND trial, 75 adults using CGM were randomized to either CGM+CSII or CGM+MDI (control) and surveyed at baseline and 28 weeks. We performed within-trial and lifetime cost-effectiveness analyses (CEAs) and estimated lifetime costs and quality-adjusted life-years (QALYs) via a modified Sheffield T1D model. RESULTS: Within the trial, the CGM+CSII group had a significant reduction in quality of life from baseline (-0.02 ± 0.05 difference in difference [DiD]) compared with controls. Total per-person 28-week costs were $8,272 (CGM+CSII) versus $5,623 (CGM+MDI); the difference in costs was primarily attributable to pump use ($2,644). Pump users reduced insulin intake (-12.8 units DiD) but increased the use of daily number of test strips (+1.2 DiD). Pump users also increased time with glucose in range of 70 to 180 mg/dL but had a higher HbA1c (+0.13 DiD) and more nonsevere hypoglycemic events. In the lifetime CEA, CGM+CSII would increase total costs by $112,045 DiD, decrease QALYs by 0.71, and decrease life expectancy by 0.48 years. CONCLUSIONS: Based on this single trial, initiating an insulin pump in adults with T1D already using CGM was associated with higher costs and reduced quality of life. Additional evidence regarding the clinical effects of adopting combinations of new technologies from trials and real-world populations is needed to confirm these findings.


Subject(s)
Blood Glucose Self-Monitoring/instrumentation , Diabetes Mellitus, Type 1/drug therapy , Insulin Infusion Systems/economics , Insulin/administration & dosage , Adult , Aged , Blood Glucose , Cost-Benefit Analysis , Diabetes Mellitus, Type 1/blood , Female , Glycated Hemoglobin/drug effects , Humans , Insulin/economics , Insulin/therapeutic use , Male , Middle Aged , Patient Acceptance of Health Care/statistics & numerical data , Quality of Life , Quality-Adjusted Life Years , United States
6.
Diabetes Care ; 41(6): 1227-1234, 2018 06.
Article in English | MEDLINE | ID: mdl-29650803

ABSTRACT

OBJECTIVE: This study evaluated the societal cost-effectiveness of continuous glucose monitoring (CGM) in patients with type 1 diabetes (T1D) using multiple insulin injections. RESEARCH DESIGN AND METHODS: In the Multiple Daily Injections and Continuous Glucose Monitoring in Diabetes (DIAMOND) trial, 158 patients with T1D and HbA1c ≥7.5% were randomized in a 2:1 ratio to CGM or control. Participants were surveyed at baseline and 6 months. Within-trial and lifetime cost-effectiveness analyses were conducted. A modified Sheffield T1D policy model was used to simulate T1D complications. The main outcome was cost per quality-adjusted life-year (QALY) gained. RESULTS: Within the 6-month trial, the CGM group had similar QALYs to the control group (0.462 ± 0.05 vs. 0.455 ± 0.06 years, P = 0.61). The total 6-month costs were $11,032 (CGM) vs. $7,236 (control). The CGM group experienced reductions in HbA1c (0.60 ± 0.74% difference in difference [DiD]), P < 0.01), the daily rate of nonsevere hypoglycemia events (0.07 DiD, P = 0.013), and daily test strip use (0.55 ± 1.5 DiD, P = 0.04) compared with the control group. In the lifetime analysis, CGM was projected to reduce the risk of T1D complications and increase QALYs by 0.54. The incremental cost-effectiveness ratio (ICER) was $98,108 per QALY for the overall population. By extending sensor use from 7 to 10 days in a real-world scenario, the ICER was reduced to $33,459 per QALY. CONCLUSIONS: For adults with T1D using multiple insulin injections and still experiencing suboptimal glycemic control, CGM is cost-effective at the willingness-to-pay threshold of $100,000 per QALY, with improved glucose control and reductions in nonsevere hypoglycemia.


Subject(s)
Blood Glucose Self-Monitoring/economics , Blood Glucose/analysis , Diabetes Mellitus, Type 1/blood , Adult , Aged , Cost-Benefit Analysis , Diabetes Mellitus, Type 1/diagnosis , Diabetes Mellitus, Type 1/drug therapy , Diabetes Mellitus, Type 1/economics , Female , Humans , Hypoglycemia/blood , Hypoglycemia/diagnosis , Hypoglycemic Agents/economics , Hypoglycemic Agents/therapeutic use , Insulin/economics , Insulin/therapeutic use , Male , Middle Aged , Monitoring, Ambulatory/economics
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