Internal Medicine, Boston Medical Center, Boston, MA, United States of America.
Faculty of Medicine, Chulalongkorn University, Bangkok, Thailand.
PLoS One. 2020 Jan 15;15(1):e0226286. doi: 10.1371/journal.pone.0226286. eCollection 2020.
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.
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.
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.
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.
糖尿病是泰国面临的一个日益严峻的挑战。在全民医保覆盖下,评估卫生系统对糖尿病的应对情况的数据十分有限。本研究旨在评估哪些因素会影响糖尿病管理的连续性。
我们对 2014 年泰国全国健康检查调查进行了横断面分析。糖尿病的定义为空腹血糖≥126mg/dL 或正在接受治疗。在筛查、诊断、治疗和控制方面构建了国家和地区的管理连续体。未满足的需求定义为整个连续体水平上的损失。使用逻辑回归分析与连续体退出相关的人口统计学和医疗保健因素。
我们纳入了 15663 人。在年龄在 20 岁及以上患有糖尿病的泰国成年人中,67.0%(95%置信区间:60.9%至 73.1%)接受了筛查,34.0%(95%置信区间:30.6%至 37.2%)被诊断,33.3%(95%置信区间:29.9%至 36.7%)接受了治疗,26.0%(95%置信区间:22.9%至 29.1%)得到了控制。总未满足的需求为 74.0%(95%置信区间:70.9%至 77.1%),区域差异范围从南部的 58.4%(95%置信区间:45.0%至 71.8%)到东北部的 78.0%(95%置信区间:73.0%至 83.0%)。多变量模型表明,年龄较大(OR 1.76)、男性(OR 0.65)以及医务人员密度较高(OR 2.40)和卫生中心密度较高(OR 1.58)与糖尿病患者的诊断显著相关。年龄较大(OR 1.80)和医务人员(OR 1.82)和卫生中心(OR 1.56)的地理密度较高与控制显著相关。
在糖尿病的筛查和诊断方面,糖尿病管理连续体中出现了大量的退出情况,这与个人和卫生系统因素都有关。即使有全民健康保险,泰国仍然需要有效的行为和结构干预措施,特别是在初级卫生保健环境中,以解决其人口的糖尿病护理方面的未满足需求。