Universal coverage but unmet need: National and regional estimates of attrition across the diabetes care continuum in Thailand

被引:15
|
作者
Yan, Lily D. [1 ]
Hanvoravongchai, Piya [2 ]
Aekplakorn, Wichai [3 ]
Chariyalertsak, Suwat [4 ,5 ]
Kessomboon, Pattapong [6 ]
Assanangkornchai, Sawitri [7 ]
Taneepanichskul, Surasak [8 ]
Neelapaichit, Nareemarn [9 ,10 ]
Stokes, Andrew C. [11 ]
机构
[1] Boston Med Ctr, Internal Med, Boston, MA USA
[2] Chulalongkorn Univ, Fac Med, Bangkok, Thailand
[3] Mahidol Univ, Fac Med, Dept Community Med, Ramathibodi Hosp, Bangkok, Thailand
[4] Chiang Mai Univ, Res Inst Hlth Sci, Chiang Mai, Thailand
[5] Chiang Mai Univ, Fac Publ Hlth, Chiang Mai, Thailand
[6] Khon Kaen Univ, Med, Khon Kaen, Thailand
[7] Prince Songkla Univ, Epidemiol Unit, Hat Yai, Thailand
[8] Chulalongkorn Univ, Coll Publ Hlth Sci, Bangkok, Thailand
[9] Mahidol Univ, Ramathibodi Hosp, Ramathibodi Sch Nursing, Fac Med, Bangkok, Thailand
[10] Chiang Mai Univ, Thailand Res Inst Hlth Sci, Chiang Mai, Thailand
[11] Boston Univ, Sch Publ Hlth, Global Hlth, Boston, MA 02118 USA
来源
PLOS ONE | 2020年 / 15卷 / 01期
关键词
UNITED-STATES; PREVALENCE; CASCADE; GLUCOSE; TRENDS;
D O I
10.1371/journal.pone.0226286
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
Background Diabetes is a growing challenge in Thailand. Data to assess health system response to diabetes is scarce. We assessed what factors influence diabetes care cascade retention, under universal health coverage. Methods We conducted a cross-sectional analysis of the 2014 Thai National Health Examination Survey. Diabetes was defined as fasting plasma glucose >= 126mg/dL or on treatment. National and regional care cascades were constructed across screening, diagnosis, treatment, and control. Unmet need was defined as the total loss across cascade levels. Logistic regression was used to examine the demographic and healthcare factors associated with cascade attrition. Findings We included 15,663 individuals. Among Thai adults aged 20+ with diabetes, 67.0% (95% CI 60.9% to 73.1%) were screened, 34.0% (95% CI 30.6% to 37.2%) were diagnosed, 33.3% (95% CI 29.9% to 36.7%) were treated, and 26.0% (95% CI 22.9% to 29.1%) were controlled. Total unmet need was 74.0% (95% CI 70.9% to 77.1%), with regional variation ranging from 58.4% (95% CI 45.0% to 71.8%) in South to 78.0% (95% CI 73.0% to 83.0%) in Northeast. Multivariable models indicated older age (OR 1.76), males (OR 0.65), and a higher density of medical staff (OR 2.40) and health centers (OR 1.58) were significantly associated with being diagnosed among people with diabetes. Older age (OR 1.80) and higher geographical density of medical staff (OR 1.82) and health centers (OR 1.56) were significantly associated with being controlled. Conclusions Substantial attrition in the diabetes care continuum was observed at diabetes screening and diagnosis, related to both individual and health system factors. Even with universal health insurance, Thailand still needs effective behavioral and structural interventions, especially in primary health care settings, to address unmet need in diabetes care for its population.
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页数:14
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