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Socioeconomic disparities in the trends of inpatient utilization for middle-aged and older adults in China: the perspective of international comparison from four cohorts. 中国中老年人住院利用趋势的社会经济差异:来自四个队列的国际比较视角
IF 4.6 2区 医学 Q1 PUBLIC, ENVIRONMENTAL & OCCUPATIONAL HEALTH Pub Date : 2025-12-19 DOI: 10.1186/s41256-025-00464-4
Yemin Yuan, Huaxin Si, Yiqi Xia, Yanshang Wang, Zhenyu Shi, Ping He

Background: During the past decade, China has witnessed a rapid increase in healthcare utilization. However, whether this surge in healthcare use is reasonable remains an urgent question to be answered, particularly for informing scientific policy design and adjustment in future health systems reform. We aimed to analyze the differences in healthcare utilization trends among Chinese adults aged 50 and above in comparison with other countries and regions, and to investigate the association between socioeconomic status (SES) and healthcare utilization in China.

Methods: Participants aged 50 and over were drawn from the ageing surveys conducted in China, the United States, South Korea, and Europe. SES was measured using education level, total household income, and employment status. Random-effects negative binomial regression models were employed to examine the association between SES and healthcare utilization.

Results: From 2011 to 2020, the outpatient utilization rates in China showed no clear long-term upward or downward trend. The inpatient utilization rates in the United States (tau-b = - 0.02, P < 0.001) and South Korea (tau-b = - 0.05, P < 0.001) declined gradually, whereas inpatient utilization rates in China continuously grew (tau-b = 0.08, P < 0.001). In China, inpatient utilization rates across different SES groups generally showed an upward trend (P < 0.01). Elementary and lower education was positively associated with inpatient utilization rates compared to middle school and higher education (IRR = 1.11, 95% CI: 1.04-1.18, P = 0.003). Similar patterns were observed for low household income (IRR = 1.08, 95% CI: 1.02-1.14, P = 0.007), non-employment (IRR = 1.39, 95% CI: 1.32-1.47, P < 0.001) and retirement (IRR = 1.38, 95% CI: 1.26-1.52, P < 0.001). These associations remained significant even among individuals covered by the Urban and Rural Resident Basic Medical Insurance (URRBMI). Participants with lower SES were more likely to report having two or more chronic diseases and poor self-rated health (P < 0.001).

Conclusions: Inpatient utilization rates among middle-aged and older adults in China have experienced excessive growth over the past decade. Low SES was associated with high inpatient utilization, likely attributable to the poorer health status of low-SES groups. This association persisted in people covered by URRBMI. Policy reforms should prioritize the development of primary care, targeted health management, and equitable adjustments to health insurance. These measures are essential for curbing unnecessary hospitalizations and advancing healthcare equity in China.

背景:在过去的十年中,中国的医疗保健利用率快速增长。然而,这种医疗保健使用的激增是否合理仍然是一个迫切需要回答的问题,特别是为未来卫生体制改革的科学政策设计和调整提供信息。本研究旨在分析中国50岁及以上成年人医疗保健利用趋势与其他国家和地区的差异,并探讨中国社会经济地位(SES)与医疗保健利用的关系。方法:从中国、美国、韩国和欧洲进行的老龄化调查中抽取50岁及以上的参与者。SES是用教育水平、家庭总收入和就业状况来衡量的。采用随机效应负二项回归模型检验社会经济地位与医疗保健利用之间的关系。结果:2011 - 2020年,中国门诊使用率没有明显的长期上升或下降趋势。结论:在过去的十年中,中国中老年患者的住院使用率经历了过度的增长。低社会经济地位与高住院利用率相关,可能归因于低社会经济地位群体较差的健康状况。这种关联在URRBMI覆盖的人群中持续存在。政策改革应优先发展初级保健、有针对性的卫生管理和公平调整医疗保险。这些措施对于遏制不必要的住院和促进中国医疗公平至关重要。
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引用次数: 0
Predicting benign prostatic hyperplasia risks: model development and external validation based on three cohorts. 预测良性前列腺增生的风险:基于三个队列的模型开发和外部验证。
IF 4.6 2区 医学 Q1 PUBLIC, ENVIRONMENTAL & OCCUPATIONAL HEALTH Pub Date : 2025-12-17 DOI: 10.1186/s41256-025-00456-4
Hao Zi, Yong-Bo Wang, Qiao Huang, Yuan-Yuan Zhang, Fa-Zhi He, Li-Min Xing, Yan Yao, Bing-Hui Li, Li-Sha Luo, Fei Li, Shi-Di Tang, Xian-Tao Zeng, Jiao Huang

Background: As benign prostatic hyperplasia (BPH) becomes increasingly prevalent, there is a growing need for simple and accurate methods to predict its risk. This study aimed to develop and validate a prediction model to identify males at high risk of developing BPH.

Methods: The model was developed using data from 210,408 participants in the UK Biobank and externally validated with 5394 participants from the China Health and Retirement Longitudinal Study (CHARLS) and 294 participants from the Fengshen study. Six methods were employed to construct prediction models utilizing readily available medical characteristics at baseline. The DeLong tests were used to assess the differences in the area under the curves (AUCs). Cox regression was adopted to examine the relationships between the predictors and BPH.

Results: During a median follow-up period of 13.2 years (interquartile range [IQR] 12.3-14.0), 7.0 years (IQR 6.8-7.0) and 4.0 years (IQR 2.2-5.0), 18,681 males in the UK Biobank, 309 males in the CHARLS, and 27 males in the Fengshen study developed BPH. The model developed using the LightGBM method exhibited the highest discriminative capability among the six methods. Following feature reduction based on importance ranking, a full model with 17 predictors was established for BPH prediction (AUC = 0.688 ± 0.004). Age was the most important feature that contributed to the model, with older males showing a higher hazard ratio (HR) of 1.091 (95% confidence interval [CI] 1.089-1.094) for BPH incidence. Furthermore, a final simplified model was developed using five predictors (age, hypertension time, blood glucose, urate, and serum creatinine) identified in both the CHARLS and Fengshen studies for potential clinical application. It has been transformed into a user-friendly web tool to facilitate clinical utility.

Conclusions: The model, incorporating five easily accessible predictors with acceptable predictive abilities for incident BPH, can help identify individuals at high risk of BPH in the general population.

背景:随着良性前列腺增生(BPH)越来越普遍,越来越需要简单准确的方法来预测其风险。本研究旨在建立并验证一种预测模型,以确定男性患前列腺增生的高风险。方法:使用英国生物银行210,408名参与者的数据开发模型,并使用来自中国健康与退休纵向研究(CHARLS)的5394名参与者和来自风神研究的294名参与者进行外部验证。采用六种方法构建预测模型,利用现成的基线医学特征。采用DeLong试验评估曲线下面积(auc)的差异。采用Cox回归检验预测因子与BPH的关系。结果:在中位随访期间13.2年(四分位间距[IQR] 12.3-14.0), 7.0年(IQR 6.8-7.0)和4.0年(IQR 2.2-5.0),英国生物银行的18,681名男性,CHARLS的309名男性和风神研究的27名男性发生了BPH。使用LightGBM方法建立的模型在6种方法中表现出最高的判别能力。基于重要性排序特征约简后,建立了17个预测因子的BPH预测完整模型(AUC = 0.688±0.004)。年龄是该模型最重要的特征,年龄较大的男性BPH发病率的风险比(HR)更高,为1.091(95%可信区间[CI] 1.089-1.094)。此外,利用CHARLS和风神研究中确定的五个预测因子(年龄、高血压时间、血糖、尿酸和血清肌酐)建立了一个最终的简化模型,用于潜在的临床应用。它已转变为一个用户友好的网络工具,以促进临床应用。结论:该模型结合了5个容易获得的预测因子,具有可接受的BPH事件预测能力,可以帮助识别一般人群中BPH高风险个体。
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引用次数: 0
Access to antimalarial drugs in the Asia-Pacific region during health emergency: a multinational cross-sectional investigation between 2020 and 2022. 卫生紧急情况下亚太区域抗疟药物的获取:2020年至2022年的跨国横断面调查
IF 4.6 2区 医学 Q1 PUBLIC, ENVIRONMENTAL & OCCUPATIONAL HEALTH Pub Date : 2025-12-15 DOI: 10.1186/s41256-025-00454-6
Yinuo Sun, Yuxuan Cui, Yangmu Huang, Ming Xu

Background: Malaria elimination in the Asia-Pacific region has stalled in recent years, partially due to disrupted access to antimalarial drugs during public health emergencies. This study aims to explore the access to antimalarial drugs and its contextual factors in health emergencies based on investigation into six Asia-Pacific countries during the COVID-19, including Bangladesh, India, Indonesia, Pakistan, Thailand and Viet Nam.

Methods: We extracted the quarterly data for 37 antimalarial drugs using the IQVIA database from the first quarter in 2020 to the second quarter in 2022. We used standard units (SU) sold per 1000 incident cases and US dollars per 1000 incident cases to evaluate consumption (accessibility). Changes in consumption were estimated using compound annual growth rate (CAGR). Associations between consumption and country's socioeconomic, health performance and product supplier indicators were measured using least squares (pooled) panel data regression model.

Results: Available antimalarial drugs ranged from 31 in India, and 6 in Bangladesh and Viet Nam. The predominant medicine category in all six countries was quinine and other quinoline derivatives. The highest level of average consumption per 1000 incident cases was observed in Viet Nam (2004141.9 SU per 1000 incident cases). The country presenting the lowest level of accessibility was Indonesia (3668 SU per 1000 incident cases). Between 2020 and 2022, all countries except Viet Nam presented a decreased consumption per 1000 incident cases, with CAGRs being respectively - 15.11% in Bangladesh, - 3.66% in India, - 23.56% in Indonesia, - 13.28% in Pakistan and - 12.07% in Thailand. Increased Log consumption per 1000 incident cases was associated with higher proportion of health expenditure out of total government expenditure (coefficient 1.84, 95% confidence interval 0.47-3.21) and higher proportion of local supply (coefficient 0.43, 95% confidence interval 0.06-0.80).

Conclusions: There has been a disruption in the access to antimalarial drugs during the COVID-19 pandemic in the Asia-Pacific region, and the predominant available medicines were those with documented resistance. Greater priority should be given to drug innovation aimed at improving availability, along with strengthening health systems and local production to maintain accessibility to these drugs, especially during health emergencies.

背景:近年来,亚太区域消除疟疾的工作停滞不前,部分原因是突发公共卫生事件期间抗疟疾药物的获取中断。本研究旨在通过对孟加拉国、印度、印度尼西亚、巴基斯坦、泰国和越南等六个亚太国家的调查,探讨突发卫生事件中抗疟药物的可及性及其背景因素。方法:利用IQVIA数据库提取2020年第一季度至2022年第二季度37种抗疟药物的季度数据。我们使用每1000个事件案例出售的标准单位(SU)和每1000个事件案例的美元来评估消耗(可访问性)。使用复合年增长率(CAGR)估计消费量的变化。使用最小二乘(合并)面板数据回归模型测量了消费与国家社会经济、卫生绩效和产品供应商指标之间的关联。结果:印度有31种抗疟药物,孟加拉国和越南有6种。所有六个国家的主要药物类别是奎宁和其他喹啉衍生物。越南的平均消费量最高(每1000例病例2004141.9苏)。可及性水平最低的国家是印度尼西亚(每1000例事件中有3668个SU)。在2020年至2022年期间,除越南外,所有国家每1000例病例的消费量都有所下降,复合年增长率分别为孟加拉国- 15.11%,印度- 3.66%,印度尼西亚- 23.56%,巴基斯坦- 13.28%和泰国- 12.07%。每1000例病例原木消费量的增加与卫生支出占政府总支出的比例较高(系数1.84,95%置信区间0.47-3.21)和当地供应比例较高(系数0.43,95%置信区间0.06-0.80)相关。结论:在2019冠状病毒病大流行期间,亚太地区抗疟药物的可及性受到干扰,可获得的主要药物是有记录的耐药药物。应更加优先重视旨在改善药物供应的药物创新,同时加强卫生系统和当地生产,以保持这些药物的可及性,特别是在突发卫生事件期间。
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引用次数: 0
Evaluating the effects of the free healthcare policy on clinical visits and malaria among children in Burkina Faso: a modeling study of past trends and future forecasts. 评估免费保健政策对布基纳法索儿童临床就诊和疟疾的影响:对过去趋势和未来预测的建模研究。
IF 4.6 2区 医学 Q1 PUBLIC, ENVIRONMENTAL & OCCUPATIONAL HEALTH Pub Date : 2025-12-15 DOI: 10.1186/s41256-025-00455-5
André Lin Ouédraogo, Marie-Jeanne Offosse, Julie Zhang, Sylvain Toé, Pierre Yaméogo

Background: Access to primary healthcare remains a major challenge in sub-Saharan Africa. In 2016, Burkina Faso introduced the free healthcare policy, eliminating financial barriers by offering free healthcare services for children under five and pregnant women. While previous studies have reported increased healthcare utilization under the policy, its effects on health outcomes remains unassessed. Here, we evaluate the free healthcare policy's effects on three key indicators: frequency of clinical visits, malaria prevalence, and severe malaria.

Methods: Routine health and demographic data for children under five were collected from health facilities using the government's Electronic Medical Record (EMR) platform. Generalized Linear Mixed Effects Models (GLMM) with a Differences-in-Differences design assessed changes in the three indicators between baseline (2015) and 2018 while Bayesian hierarchical models were used to forecast trends through 2020.

Results: Analysis of 344,935 clinical visits from 199,664 children across 192 villages showed an increase in healthcare utilization, with clinical visits rising from 1.1 to 2 per child between 2015 and 2018 (p < 0.001) resulting in a percentage increase of 82%. However, disparities persisted, as children living within 5 km of a health facility accessed more care than those in remote areas (2.2 vs. 1.7 visits, p < 0.001). Malaria prevalence decreased from 98 to 80% (p < 0.001), and severe malaria declined from 6% to 2.2% (p < 0.001) during the same period. Bayesian forecasts indicated continued increases in clinical visits (from 2.36 in 2019 to 2.75 in 2020) and further declines in malaria prevalence (to 64%) and severe malaria (to 1.02%) by 2020.

Conclusions: Our study highlights the transformative effects of the free healthcare policy in improving healthcare access and outcomes for children under five in Burkina Faso. However, inequities in access remain a challenge. Strengthening community health worker programs and expanding community health activities are critical to addressing these gaps. The findings offer valuable insights for policymakers in Burkina Faso and contribute to global efforts to leverage health reforms to improve malaria control and progress toward universal health coverage.

背景:获得初级保健仍然是撒哈拉以南非洲的一项重大挑战。2016年,布基纳法索推出了免费医疗政策,通过为五岁以下儿童和孕妇提供免费医疗服务,消除了经济障碍。虽然以前的研究报告了该政策下医疗保健利用的增加,但其对健康结果的影响仍未得到评估。在这里,我们评估了免费医疗政策对三个关键指标的影响:临床就诊频率、疟疾患病率和严重疟疾。方法:利用政府电子病历(EMR)平台收集卫生机构5岁以下儿童的常规健康和人口统计数据。采用差中之差设计的广义线性混合效应模型(GLMM)评估了基线(2015年)和2018年之间三个指标的变化,而贝叶斯层次模型用于预测到2020年的趋势。结果:对192个村庄199,664名儿童的344,935次临床就诊的分析显示,医疗保健使用率有所增加,2015年至2018年间,每名儿童的临床就诊次数从1.1次增加到2次(p结论:我们的研究强调了免费医疗政策在改善布基纳法索5岁以下儿童的医疗保健可及性和结果方面的变革性影响。然而,在获取方面的不平等仍然是一个挑战。加强社区卫生工作者规划和扩大社区卫生活动对于解决这些差距至关重要。这些发现为布基纳法索的决策者提供了宝贵的见解,并有助于利用卫生改革改善疟疾控制和实现全民健康覆盖的全球努力。
{"title":"Evaluating the effects of the free healthcare policy on clinical visits and malaria among children in Burkina Faso: a modeling study of past trends and future forecasts.","authors":"André Lin Ouédraogo, Marie-Jeanne Offosse, Julie Zhang, Sylvain Toé, Pierre Yaméogo","doi":"10.1186/s41256-025-00455-5","DOIUrl":"10.1186/s41256-025-00455-5","url":null,"abstract":"<p><strong>Background: </strong>Access to primary healthcare remains a major challenge in sub-Saharan Africa. In 2016, Burkina Faso introduced the free healthcare policy, eliminating financial barriers by offering free healthcare services for children under five and pregnant women. While previous studies have reported increased healthcare utilization under the policy, its effects on health outcomes remains unassessed. Here, we evaluate the free healthcare policy's effects on three key indicators: frequency of clinical visits, malaria prevalence, and severe malaria.</p><p><strong>Methods: </strong>Routine health and demographic data for children under five were collected from health facilities using the government's Electronic Medical Record (EMR) platform. Generalized Linear Mixed Effects Models (GLMM) with a Differences-in-Differences design assessed changes in the three indicators between baseline (2015) and 2018 while Bayesian hierarchical models were used to forecast trends through 2020.</p><p><strong>Results: </strong>Analysis of 344,935 clinical visits from 199,664 children across 192 villages showed an increase in healthcare utilization, with clinical visits rising from 1.1 to 2 per child between 2015 and 2018 (p < 0.001) resulting in a percentage increase of 82%. However, disparities persisted, as children living within 5 km of a health facility accessed more care than those in remote areas (2.2 vs. 1.7 visits, p < 0.001). Malaria prevalence decreased from 98 to 80% (p < 0.001), and severe malaria declined from 6% to 2.2% (p < 0.001) during the same period. Bayesian forecasts indicated continued increases in clinical visits (from 2.36 in 2019 to 2.75 in 2020) and further declines in malaria prevalence (to 64%) and severe malaria (to 1.02%) by 2020.</p><p><strong>Conclusions: </strong>Our study highlights the transformative effects of the free healthcare policy in improving healthcare access and outcomes for children under five in Burkina Faso. However, inequities in access remain a challenge. Strengthening community health worker programs and expanding community health activities are critical to addressing these gaps. The findings offer valuable insights for policymakers in Burkina Faso and contribute to global efforts to leverage health reforms to improve malaria control and progress toward universal health coverage.</p>","PeriodicalId":52405,"journal":{"name":"Global Health Research and Policy","volume":"10 1","pages":"64"},"PeriodicalIF":4.6,"publicationDate":"2025-12-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12703899/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145764461","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Strengthening access to zinc and oral rehydration solution for childhood diarrheal treatment in Africa. 在非洲加强获得锌和口服补液治疗儿童腹泻的途径。
IF 4.6 2区 医学 Q1 PUBLIC, ENVIRONMENTAL & OCCUPATIONAL HEALTH Pub Date : 2025-12-15 DOI: 10.1186/s41256-025-00428-8
Nsikakabasi Samuel George, Sandra Salomy Phiri, Deborah Oluwaseun Shomuyiwa, Martha Mwaba, Francis Ima Imoke, Isack Hokelai Kaniki, Grace Mmesomachukwu Oji, Lucky Iseghehi

Childhood diarrhea remains a formidable public health challenge in Africa, exacerbated by limited access to clean water, poor sanitation, and inadequate healthcare infrastructure, impacting millions of children annually. In sub-Saharan Africa, diarrhea ranks as the leading cause of death among children under five, representing 9% of all deaths in this age group. Zinc supplementation and oral rehydration solution have emerged as pivotal treatments for childhood diarrhea, addressing electrolyte imbalances, dehydration, reducing the severity and duration of diarrhea episodes, while rehydrating children by replacing lost fluids and electrolytes. However, there are several challenges in accessing these essential components, including limited availability, affordability, supply chain challenges, and lack of awareness. In this article, we explored the burden of diarrheal diseases, the impact of zinc and oral rehydration solution, and highlight the urgent need to prioritize and strengthen access to these interventions to significantly improve treatment outcomes and reduce the burden of childhood disease in Africa. Through implementing key strategies such as addressing affordability of these commodities, training and capacity building and supply chain strengthening, community engagement, and monitoring and evaluation, significant progress can be made in overcoming barriers and improving health outcomes for children. These will ultimately contribute to the reduction of childhood mortality and the attainment of global health goals in Africa.

在非洲,儿童腹泻仍然是一项艰巨的公共卫生挑战,由于获得清洁水的机会有限、卫生条件差和医疗保健基础设施不足而加剧,每年影响数百万儿童。在撒哈拉以南非洲,腹泻是5岁以下儿童死亡的主要原因,占该年龄组死亡总数的9%。锌补充剂和口服补液已成为儿童腹泻的关键治疗方法,可解决电解质失衡、脱水问题,减少腹泻发作的严重程度和持续时间,同时通过补充丢失的液体和电解质来补充儿童的水分。然而,在获取这些基本组件方面存在一些挑战,包括有限的可用性、可负担性、供应链挑战以及缺乏认识。在这篇文章中,我们探讨了腹泻疾病的负担,锌和口服补液的影响,并强调迫切需要优先考虑和加强这些干预措施的可及性,以显着改善治疗结果并减轻非洲儿童疾病的负担。通过实施诸如解决这些商品的可负担性问题、培训和能力建设以及加强供应链、社区参与以及监测和评价等关键战略,可以在克服障碍和改善儿童健康结果方面取得重大进展。这些最终将有助于降低非洲的儿童死亡率和实现全球保健目标。
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引用次数: 0
Who remains uncovered? Assessing inequalities and determinants of national health insurance enrolment among informal sector workers in Kenya. 还有谁没有被发现?评估肯尼亚非正规部门工人参加国家健康保险的不平等现象和决定因素。
IF 4.6 2区 医学 Q1 PUBLIC, ENVIRONMENTAL & OCCUPATIONAL HEALTH Pub Date : 2025-12-09 DOI: 10.1186/s41256-025-00461-7
Phidelis Nasimiyu Wamalwa, Christoph Strupat, Kavita Singh, MaryBennah N Kuloba, Jacob Kazungu, Manuela De Allegri

Background: Many sub-Saharan African countries are increasingly adopting national health insurance policies to improve access to essential services. Informal sector workers, however, often lack coverage because their earnings are typically not low enough to qualify for government subsidies but insufficient to cover insurance premiums, resulting in a phenomenon known as "missing middle". This paper examined socioeconomic inequalities in national health insurance enrolment and determinants of participation among informal sector workers in Kenya.

Methods: We used nationally representative cross-sectional household survey data (n = 5168) collected from informal sector workers in Kenya in December 2020. First, we examined levels of national health insurance enrolment among informal sector workers. Second, we examined socioeconomic inequalities in national health insurance enrolment using concentration curves and the Wagstaff index. Third, we employed a three-level mixed effects logistic regression model to assess the determinants of national health insurance enrolment.

Results: Overall, 21.75% (95% Confidence Interval 20.63-22.89) of informal sector workers in Kenya were enrolled in the national health insurance scheme. We observed pro-rich inequalities in national health insurance enrolment, with a concentration index of 0.35 (95% CI 0.30-0.41). Older age (adjusted odds ratio (AOR) = 1.66, 95% CI 1.31-2.10), employment in the non-agricultural sector (AOR = 1.96, 95% CI 1.60-2.39), microfinance institutional membership (AOR = 1.44, 95% CI 1.23-1.69), higher education level (AOR = 2.49, 95% CI 1.99-3.11), household's prior positive experience with healthcare (AOR = 1.45, 95% CI 1.22-1.72), and higher socioeconomic status based on the wealth asset index (AOR = 3.87, 95% CI 2.97-5.05) were all significantly positively associated with national health insurance enrolment. Larger households had lower odds of enrollment (AOR = 0.76, 95% CI 0.60-0.96).

Conclusions: Our findings suggest that enrollment rates among informal sector workers remain low, and important pro-rich inequalities prevail. Economic factors, education, and prior experience with healthcare services were key drivers of national health insurance enrollment. Further policies are needed to increase enrollment among informal sector workers, including differential premium levels, reliance on expanded targeted subsidies, and enhanced awareness campaigns. Our findings are also applicable to other low-resource settings experiencing conditions similar to those in Kenya as they transition toward national health insurance policies, with the goal of achieving universal health coverage.

背景:许多撒哈拉以南非洲国家越来越多地采用国家健康保险政策,以改善获得基本服务的机会。然而,非正规部门的工人往往得不到保障,因为他们的收入通常不够低,不足以获得政府补贴,但也不足以支付保险费,导致了一种被称为“中间缺失”的现象。本文研究了肯尼亚非正规部门工人参加国家健康保险的社会经济不平等和决定因素。方法:我们使用了2020年12月从肯尼亚非正规部门工人中收集的具有全国代表性的横断面家庭调查数据(n = 5168)。首先,我们检查了非正规部门工人参加国家医疗保险的水平。其次,我们使用集中曲线和瓦格斯塔夫指数检验了国民健康保险登记中的社会经济不平等。第三,我们采用了一个三水平混合效应逻辑回归模型来评估国民健康保险登记的决定因素。结果:总体而言,肯尼亚非正规部门工人的21.75%(95%置信区间为20.63-22.89)参加了国家健康保险计划。我们观察到国家健康保险登记中亲富人的不平等,集中指数为0.35 (95% CI 0.30-0.41)。年龄较大(调整优势比(AOR) = 1.66, 95% CI 1.31-2.10),非农业部门就业(AOR = 1.96, 95% CI 1.60-2.39),小额信贷机构成员(AOR = 1.44, 95% CI 1.23-1.69),高等教育水平(AOR = 2.49, 95% CI 1.99-3.11),家庭之前的积极医疗保健经历(AOR = 1.45, 95% CI 1.22-1.72),以及基于财富资产指数的较高社会经济地位(AOR = 3.87),95% CI 2.97-5.05)均与国家健康保险登记呈显著正相关。较大的家庭登记的几率较低(AOR = 0.76, 95% CI 0.60-0.96)。结论:我们的研究结果表明,非正规部门工人的入学率仍然很低,而且重要的亲富人不平等现象普遍存在。经济因素、教育和医疗服务经验是国家健康保险登记的主要驱动因素。需要进一步的政策来增加非正规部门工人的入学率,包括不同的保费水平,依赖扩大的有针对性的补贴,以及加强宣传运动。我们的研究结果也适用于其他资源匮乏的国家,这些国家正在向国家健康保险政策过渡,目标是实现全民健康覆盖,与肯尼亚的情况类似。
{"title":"Who remains uncovered? Assessing inequalities and determinants of national health insurance enrolment among informal sector workers in Kenya.","authors":"Phidelis Nasimiyu Wamalwa, Christoph Strupat, Kavita Singh, MaryBennah N Kuloba, Jacob Kazungu, Manuela De Allegri","doi":"10.1186/s41256-025-00461-7","DOIUrl":"10.1186/s41256-025-00461-7","url":null,"abstract":"<p><strong>Background: </strong>Many sub-Saharan African countries are increasingly adopting national health insurance policies to improve access to essential services. Informal sector workers, however, often lack coverage because their earnings are typically not low enough to qualify for government subsidies but insufficient to cover insurance premiums, resulting in a phenomenon known as \"missing middle\". This paper examined socioeconomic inequalities in national health insurance enrolment and determinants of participation among informal sector workers in Kenya.</p><p><strong>Methods: </strong>We used nationally representative cross-sectional household survey data (n = 5168) collected from informal sector workers in Kenya in December 2020. First, we examined levels of national health insurance enrolment among informal sector workers. Second, we examined socioeconomic inequalities in national health insurance enrolment using concentration curves and the Wagstaff index. Third, we employed a three-level mixed effects logistic regression model to assess the determinants of national health insurance enrolment.</p><p><strong>Results: </strong>Overall, 21.75% (95% Confidence Interval 20.63-22.89) of informal sector workers in Kenya were enrolled in the national health insurance scheme. We observed pro-rich inequalities in national health insurance enrolment, with a concentration index of 0.35 (95% CI 0.30-0.41). Older age (adjusted odds ratio (AOR) = 1.66, 95% CI 1.31-2.10), employment in the non-agricultural sector (AOR = 1.96, 95% CI 1.60-2.39), microfinance institutional membership (AOR = 1.44, 95% CI 1.23-1.69), higher education level (AOR = 2.49, 95% CI 1.99-3.11), household's prior positive experience with healthcare (AOR = 1.45, 95% CI 1.22-1.72), and higher socioeconomic status based on the wealth asset index (AOR = 3.87, 95% CI 2.97-5.05) were all significantly positively associated with national health insurance enrolment. Larger households had lower odds of enrollment (AOR = 0.76, 95% CI 0.60-0.96).</p><p><strong>Conclusions: </strong>Our findings suggest that enrollment rates among informal sector workers remain low, and important pro-rich inequalities prevail. Economic factors, education, and prior experience with healthcare services were key drivers of national health insurance enrollment. Further policies are needed to increase enrollment among informal sector workers, including differential premium levels, reliance on expanded targeted subsidies, and enhanced awareness campaigns. Our findings are also applicable to other low-resource settings experiencing conditions similar to those in Kenya as they transition toward national health insurance policies, with the goal of achieving universal health coverage.</p>","PeriodicalId":52405,"journal":{"name":"Global Health Research and Policy","volume":"10 1","pages":"62"},"PeriodicalIF":4.6,"publicationDate":"2025-12-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12687509/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145716092","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Rethinking global health financing: from philanthropy to public good. 重新思考全球卫生筹资:从慈善事业到公益事业。
IF 4.6 2区 医学 Q1 PUBLIC, ENVIRONMENTAL & OCCUPATIONAL HEALTH Pub Date : 2025-12-09 DOI: 10.1186/s41256-025-00462-6
Augustus Osborne

Global health financing has been dominated by philanthropic and donor-driven vertical programs over the past two decades. While this model has achieved major public health gains, it has also entrenched power asymmetries, fostered fragmentation, and undermined the sustainability and sovereignty of health systems in low- and middle-income countries. This perspective critiques the ethical and practical shortcomings of donor-driven approaches, including the marginalization of local ownership and democratic accountability. The COVID-19 pandemic exposed the fragility of relying on voluntary, unpredictable funding and underscored the need for a shift toward treating health as a global public good. The paper argues for a transition to more sustainable models based on domestic resource mobilization, pooled multilateral funding, and participatory governance, and outlines concrete recommendations for reform. Transitioning to a public goods approach requires reforming funding mechanisms to enhance predictability and alignment with national priorities, embedding participatory budgeting and accountability frameworks, and investing in health systems and governance. A new social contract grounded in solidarity, equity, and shared responsibility is essential to secure health for all.

在过去二十年中,全球卫生融资一直由慈善和捐助者驱动的垂直项目主导。虽然这种模式取得了重大的公共卫生成果,但它也巩固了权力不对称,助长了分裂,并破坏了低收入和中等收入国家卫生系统的可持续性和主权。这一观点批评了捐助者驱动的方法的道德和实际缺陷,包括地方所有权和民主问责制的边缘化。2019冠状病毒病大流行暴露了依赖自愿、不可预测的资金的脆弱性,并强调了转向将卫生视为全球公共产品的必要性。该报告主张在国内资源调动、多边资金汇集和参与式治理的基础上向更可持续的模式过渡,并概述了具体的改革建议。向公共产品方法过渡需要改革筹资机制,以提高可预测性并与国家优先事项保持一致,嵌入参与式预算和问责制框架,并投资于卫生系统和治理。建立在团结、公平和分担责任基础上的新的社会契约对于确保人人享有健康至关重要。
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引用次数: 0
Enhancing the role of innovative financing in global health. 加强创新筹资在全球卫生中的作用。
IF 4.6 2区 医学 Q1 PUBLIC, ENVIRONMENTAL & OCCUPATIONAL HEALTH Pub Date : 2025-11-28 DOI: 10.1186/s41256-025-00463-5
Zhebin Wang, Yida Wang, Yuxin Huang, Shuduo Zhou, Jian Yang, Ying Chen, Zhongfei Pei, Yunxuan Hu, Ming Xu

Innovative financing mobilizes funds across varied channels using solidarity, Public-Private Partnerships and catalytic mechanisms to address unmet global health needs and engage investors as partners in development. As a supplementary measure to official development assistances (ODA), it offers a potential remedy for the current challenges in global health financing. Its significance has been magnified in the post-COVID era, where inadequate funding presents a significant hurdle to achieving Universal Health Coverage by 2030. Although efforts to promote innovative financing mechanisms have yielded some impactful results, existing bottlenecks hinder their widespread adoption and implementation. Collaboration among stakeholders is now imperative to foster the development and adoption of innovative financing tools in global health, necessitating the upgrading of existing methods and exploration of new avenues. We strongly advocate for engagement with the private sector, as it could revitalize investments in global health through the infusion of additional financial resources. The significance of innovation and the transformation of global health financing mechanisms also warrant attention. It is high time for all stakeholders to join forces and take actions.

创新融资利用团结、公私伙伴关系和催化机制从各种渠道调动资金,以解决未得到满足的全球卫生需求,并使投资者作为发展伙伴参与进来。作为官方发展援助的一项补充措施,它为目前全球卫生筹资方面的挑战提供了一种潜在的补救办法。在后covid时代,它的重要性被放大了,因为资金不足是到2030年实现全民健康覆盖的重大障碍。虽然促进创新筹资机制的努力取得了一些有影响的成果,但现有的瓶颈阻碍了这些机制的广泛采用和执行。现在必须在利益攸关方之间开展合作,促进开发和采用全球卫生领域的创新融资工具,因此必须改进现有方法并探索新的途径。我们强烈主张与私营部门合作,因为它可以通过注入额外的财政资源来振兴对全球卫生的投资。创新和全球卫生筹资机制变革的重要性也值得注意。现在是所有利益攸关方联合起来采取行动的时候了。
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引用次数: 0
Self-care behaviors and glycemic control in Nigerian patients with type 2 diabetes: a pilot cross-sectional study. 尼日利亚2型糖尿病患者的自我保健行为和血糖控制:一项试点横断面研究
IF 4.6 2区 医学 Q1 PUBLIC, ENVIRONMENTAL & OCCUPATIONAL HEALTH Pub Date : 2025-11-11 DOI: 10.1186/s41256-025-00427-9
Muhammad Idris Abdullahi, Yanxin Bi, Minmin Wang, Mohammad Hamza Ashiru, Zhi-Jie Zheng, Yinzi Jin

Background: Self-care behaviors are essential for managing type 2 diabetes mellitus (T2DM), even among patients receiving specialized clinical care. However, limited evidence exists on how these behaviors affect glycemic outcomes in Nigerian patients already engaged with endocrinology services. This study assessed self-care practices and their association with glycemic control among T2DM patients attending two specialized clinics in Gusau, Nigeria.

Methods: A cross-sectional study was conducted among 262 adult T2DM patients from two endocrinology clinics in Gusau, Nigeria. Participants were recruited using a convenience sampling approach during routine clinic visits. Each completed questionnaires on demographics, the Summary of Diabetes Self-Care Activities (SDSCA), and the Morisky Medication Adherence Scale (MMAS-4). Fasting blood glucose levels were used to assess glycemic control. Logistic regression analyzed the association between self-care behaviors and glycemic outcomes; linear regression identified influencing factors.

Results: Among 262 participants, 45.8% had uncontrolled fasting blood glucose (≥ 7 mmol/L). Higher overall self-care scores were significantly associated with better glycemic control (OR 0.83; 95% CI 0.78-0.88; P < 0.001). Dietary adherence (OR 0.72; 95% CI 0.61-0.85), physical activity (OR 0.74; 95% CI 0.65-0.84), and blood glucose monitoring (OR 0.22; 95% CI 0.09-0.54) were significantly associated with improved glycemic outcomes. Foot care (OR 0.98; P = 0.797) and medication adherence (OR 3.21; P = 0.095) showed no significant association. Males, older adults (≥ 60 years), and Yoruba/Igbo participants had lower dietary scores, while exercise scores were higher among males, singles, and Igbo patients. Longer diabetes duration (≥ 20 years) was linked to better medication adherence and exercise.

Conclusions: Self-care behaviors were significantly associated with glycemic control among T2DM patients attending two specialized endocrinology clinics in Gusau, Nigeria. Interventions tailored to demographic and cultural contexts are essential to strengthen adherence in key areas such as diet, physical activity, and glucose monitoring. These findings underscore the importance of supporting self-management, even in patients with established access to clinical care.

背景:自我护理行为对于管理2型糖尿病(T2DM)至关重要,即使在接受专门临床护理的患者中也是如此。然而,关于这些行为如何影响已经接受内分泌服务的尼日利亚患者的血糖结局的证据有限。本研究评估了在尼日利亚Gusau的两家专科诊所就诊的2型糖尿病患者的自我保健实践及其与血糖控制的关系。方法:对尼日利亚Gusau两个内分泌科诊所的262例成年T2DM患者进行横断面研究。参与者在常规诊所访问期间采用方便抽样方法招募。每个人都完成了人口统计调查问卷、糖尿病自我护理活动摘要(SDSCA)和莫里斯基药物依从性量表(MMAS-4)。空腹血糖水平用于评估血糖控制情况。Logistic回归分析自我护理行为与血糖结局的关系;线性回归确定了影响因素。结果:262名参与者中,45.8%的人空腹血糖不控制(≥7 mmol/L)。较高的自我护理总分与较好的血糖控制显著相关(OR 0.83; 95% CI 0.78-0.88; P)结论:在尼日利亚Gusau的两家内分泌专科诊所就诊的T2DM患者中,自我护理行为与血糖控制显著相关。针对人口和文化背景量身定制的干预措施对于加强在饮食、身体活动和血糖监测等关键领域的坚持至关重要。这些发现强调了支持自我管理的重要性,即使是在已获得临床护理的患者中也是如此。
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引用次数: 0
The outbreak, response, and reflections on the chikungunya fever epidemic in Foshan City, China. 中国佛山市基孔肯雅热疫情的暴发、应对和思考。
IF 4.6 2区 医学 Q1 PUBLIC, ENVIRONMENTAL & OCCUPATIONAL HEALTH Pub Date : 2025-11-10 DOI: 10.1186/s41256-025-00458-2
Nuosu Nama, Yujie Ma, Junwen Zhou, Zhuoya Zhao, Yongyue Wei, Yuantao Hao

Driven by climate change, viral evolution, intensified human mobility, and increasing population susceptibility, mosquito-borne diseases are extending their geographic range and public health impact worldwide. The 2025 chikungunya outbreak in Foshan, Guangdong Province, provided a critical real-world assessment of the province's local surveillance and emergency response system. This commentary aims to elucidate the effectiveness, strengths, and limitations of Foshan's outbreak response, and to identify lessons for strengthening early warning and vector-borne disease preparedness. Containment was achieved within three weeks through coordinated multi-sectoral emergency activation, rapid case detection, and precision vector control. However, the response also exposed systemic vulnerabilities, including delayed activation of warning mechanisms, limitations in entomological surveillance, and deficiencies in multi-source data integration. Addressing these gaps will require establishing a multi-source, data-driven early warning system; institutionalizing standardized cross-border surveillance and response protocols; expanding genomic and epidemiological research capacity; and strengthening research capacities and workforce resources from a global perspective to enhance global preparedness against emerging mosquito-borne diseases.

在气候变化、病毒进化、人类流动加剧和人口易感性增加的推动下,蚊媒疾病正在扩大其地理范围和对全球公共卫生的影响。2025年在广东省佛山暴发的基孔肯雅热疫情为该省的地方监测和应急响应系统提供了重要的现实评估。本评论旨在阐明佛山疫情应对的有效性、优势和局限性,并找出加强早期预警和媒介传播疾病防范的经验教训。通过协调的多部门紧急启动、快速发现病例和精确控制病媒,在三周内实现了控制。然而,应对措施也暴露出系统脆弱性,包括预警机制的延迟激活、昆虫学监测的局限性以及多源数据集成的不足。解决这些差距需要建立一个多来源、数据驱动的预警系统;使标准化的跨境监测和应对协议制度化;扩大基因组学和流行病学研究能力;从全球角度加强研究能力和人力资源,以加强全球对新出现的蚊媒疾病的防范。
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