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Scorpionism at the human-environment interface: an eco-epidemiological synthesis and conceptual framework. 人-环境界面的蝎子病:生态流行病学综合和概念框架。
IF 3.4 3区 医学 Q2 PUBLIC, ENVIRONMENTAL & OCCUPATIONAL HEALTH Pub Date : 2026-03-09 eCollection Date: 2026-01-01 DOI: 10.3389/fpubh.2026.1771779
Ahmed Karmaoui, Denis Sereno

Introduction: Scorpion envenomation is a major but persistently under-recognized public health problem in tropical and subtropical regions. Its occurrence arises from complex interactions among climatic, ecological, socioeconomic, and health-system drivers. Despite sustained high incidence and expanding risk associated with climate and land-use change, these relationships remain insufficiently synthesized. Addressing this gap requires an integrative framework capable of capturing the multi-level determinants shaping scorpionism risk and outcomes.

Methods: Drawing on Human Ecology Theory and socio-ecological systems thinking, we developed an integrated conceptual model to organize determinants of scorpion envenomation. The framework synthesizes evidence from environmental science, climate impacts, scorpion biology, venom characteristics, epidemiology, and clinical and public health interventions. More than thirty determinants were categorized into six components: (1) physical-climatic variables, (2) scorpion behavior and ecology, (3) venom composition and toxicity, (4) human exposure and envenomation risk, (5) health impacts and public health response, and (6) socioeconomic factors. The model is structured in two stages: a risk-and-vulnerability stage and a scorpionism-occurrence stage.

Results: The resulting conceptual model provides a unified systems-based framework that integrates environmental, ecological, behavioral, socioeconomic, and health-system determinants of scorpion envenomation. It clarifies pathways linking upstream drivers to exposure, clinical outcomes, and public health responses, enabling interpretation of regional heterogeneity in incidence. The framework also identifies priority leverage points for intervention and offers a structured basis for empirical research, risk mapping, and early-warning development.

Discussion: This work highlights the importance of adopting a socio-ecological systems perspective to better understand and address scorpionism. By integrating diverse determinants into a coherent analytical framework, the model serves as a hypothesis-generating and interpretive tool rather than a predictive model. The approach supports the development of targeted prevention and control strategies and reinforces the need to recognize scorpionism within the broader agenda of neglected tropical health conditions, particularly given its substantial burden and strong socio-ecological determinants.

在热带和亚热带地区,蝎子中毒是一个主要但一直未得到充分认识的公共卫生问题。它的发生源于气候、生态、社会经济和卫生系统驱动因素之间复杂的相互作用。尽管与气候和土地利用变化相关的发病率和风险持续高企,但这些关系仍然没有得到充分综合。解决这一差距需要一个综合框架,能够捕捉形成蝎子病风险和结果的多层次决定因素。方法:借鉴人类生态学理论和社会生态系统思想,建立了一个综合概念模型来组织蝎子中毒的决定因素。该框架综合了来自环境科学、气候影响、蝎子生物学、毒液特性、流行病学以及临床和公共卫生干预的证据。30多个决定因素被分为6个组成部分:(1)物理气候变量,(2)蝎子行为和生态,(3)毒液成分和毒性,(4)人类暴露和中毒风险,(5)健康影响和公共卫生反应,(6)社会经济因素。该模型分为两个阶段:风险和脆弱性阶段和蝎子事件阶段。结果:由此产生的概念模型提供了一个统一的基于系统的框架,该框架整合了蝎子中毒的环境、生态、行为、社会经济和卫生系统决定因素。它阐明了上游驱动因素与暴露、临床结果和公共卫生反应之间的联系途径,从而能够解释发病率的区域异质性。该框架还确定了干预的优先杠杆点,并为实证研究、风险映射和早期预警开发提供了结构化基础。讨论:这项工作强调了采用社会生态系统视角来更好地理解和解决蝎子病的重要性。通过将不同的决定因素整合到一个连贯的分析框架中,该模型作为一个假设生成和解释工具,而不是一个预测模型。该方法支持制定有针对性的预防和控制战略,并加强了在被忽视的热带健康状况的更广泛议程中认识蝎子病的必要性,特别是考虑到它的巨大负担和强大的社会生态决定因素。
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引用次数: 0
The protective role of hearing aids on delayed recall and spatial orientation in age-related hearing loss. 助听器对年龄相关性听力损失延迟回忆和空间定向的保护作用。
IF 3.4 3区 医学 Q2 PUBLIC, ENVIRONMENTAL & OCCUPATIONAL HEALTH Pub Date : 2026-03-09 eCollection Date: 2026-01-01 DOI: 10.3389/fpubh.2026.1753247
Jiacheng Wang, Minqian Gao, Yiwen Luo, Haidi Yang, Ling Chen

Background and objective: Age-related hearing loss (ARHL) is a significant risk factor for cognitive decline that can be mitigated using hearing aids (HAs). This study investigated the impact of HAs on cognitive function in ARHL, specifically targeting delayed recall and spatial orientation, and identified the influencing factors using multivariate logistic regression.

Methods: This is a cross-sectional study. A total of 104 ARHL patients from July 2023 to October 2025 were enrolled, dividing them into HA users (HA+ group, n = 47) and non-HA (HA- group, n = 57). The patients underwent audiological and cognitive assessments, including pure tone average (PTA), Montreal Cognitive Assessment (MoCA), and Mini-Mental State Examination (MMSE). Group comparisons were performed using these measures. Logistic regression was used to identify predictors of impaired delayed recall and spatial orientation, considering variables such as age, sex, HA+/- status, education, severity of hearing loss, depressive symptoms, living alone, smoking, alcohol consumption, diabetes, and hypertension.

Results: The HA + group had significantly better MoCA (24.49 ± 2.78 vs. 21.00 ± 3.63; Z = -4.881, p < 0.001) and MMSE (25.81 ± 2.45 vs. 23.33 ± 3.33; Z = -4.118, p < 0.001) scores than the HA- group, notably in delayed recall (Z = -2.653, p = 0.008) and spatial orientation (Z = -3.643, p < 0.001). HAs were a significant protective factor for both delayed recall [OR = 0.271, 95% confidence interval (CI) = (0.080, 0.914)] and spatial orientation [OR = 0.233, 95% CI = (0.066, 0.823)]. Additionally, higher educational levels were associated with better cognitive function.

Discussion: HAs improved cognitive function in patients with ARHL, especially in terms of delayed recall and spatial orientation, with education offering additional protection.

背景和目的:年龄相关性听力损失(ARHL)是认知能力下降的重要危险因素,可通过助听器(HAs)减轻。本研究探讨了HAs对ARHL患者认知功能的影响,特别是延迟回忆和空间定向,并利用多变量logistic回归分析了影响因素。方法:这是一个横断面研究。2023年7月至2025年10月共纳入104例ARHL患者,将其分为HA+ 组(n = 47)和非HA组(n = 57)。患者接受听力学和认知评估,包括纯音平均(PTA)、蒙特利尔认知评估(MoCA)和简易精神状态检查(MMSE)。采用这些方法进行组间比较。考虑到年龄、性别、HA+/-状态、教育程度、听力损失严重程度、抑郁症状、独居、吸烟、饮酒、糖尿病和高血压等变量,采用Logistic回归来确定延迟回忆和空间定向受损的预测因素。结果:HA + 组显著改善美国华人博物馆( 24.49±2.78 vs 21.00  ± 3.63;Z = -4.881,p Z = -4.118,p Z = -2.653,p = 0.008)和空间定位(Z = -3.643,p 讨论:ARHL患者认知功能有所提高,尤其是延迟回忆和空间定位、与教育提供额外的保护。
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引用次数: 0
ESG performance, financing constraints, and workplace health investment: evidence from Chinese biopharmaceutical enterprises. ESG绩效、融资约束与工作场所健康投资:来自中国生物制药企业的证据。
IF 3.4 3区 医学 Q2 PUBLIC, ENVIRONMENTAL & OCCUPATIONAL HEALTH Pub Date : 2026-03-09 eCollection Date: 2026-01-01 DOI: 10.3389/fpubh.2026.1765422
Aimin Li, Shuyu Zhou

Background: Workplace health promotion (WHP) is critical for occupational health management, yet empirical evidence on determinants of corporate health investment remains limited. This study examines whether ESG performance promotes workplace health investment in Chinese biopharmaceutical enterprises and investigates the mediating role of financing constraints.

Methods: Using panel data from 55 A-share listed biopharmaceutical companies (2015-2023, 495 firm-year observations), we employed fixed effects models with manually collected health expenditure data. The three-step method tested financing constraints as a mediator. Heterogeneity analyses and multiple endogeneity treatments were conducted.

Results: ESG performance significantly promotes workplace health investment (β = 0.0024, p > 0.01), with financing constraints mediating 20.8% of the total effect. The Social dimension shows the strongest association. Effects are stronger in non-state-owned enterprises, high R&D intensity firms, and vaccine/blood products companies. Health expenditure reduces R&D personnel turnover and enhances innovation output.

Conclusion: ESG performance effectively promotes workplace health investment by alleviating financing constraints, providing empirical support for integrating occupational health promotion into corporate sustainability strategies. Theoretically, this study bridges corporate finance and occupational health research by revealing the transmission mechanism of "ESG → financing constraint alleviation → workplace health expenditure." Practically, the findings suggest that ESG improvement can serve as a market-based lever for promoting organizational investment in employee health programs.

背景:工作场所健康促进(WHP)对职业健康管理至关重要,但关于企业健康投资决定因素的经验证据仍然有限。本研究考察了ESG绩效是否促进了中国生物制药企业的工作场所健康投资,并考察了融资约束的中介作用。方法:利用55家a股上市生物制药公司的面板数据(2015-2023年,495家公司年观察数据),采用人工采集的医疗支出数据的固定效应模型。三步法测试了融资约束作为中介的作用。进行异质性分析和多重内生性处理。结果:ESG绩效显著促进了工作场所健康投资(β = 0.0024,p > 0.01),其中融资约束介导了20.8%的总效应。社会维度显示出最强的关联。非国有企业、高研发强度企业和疫苗/血液制品企业的影响更强。卫生支出减少了研发人员的流动,提高了创新产出。结论:ESG绩效通过缓解融资约束有效促进工作场所健康投资,为将职业健康促进纳入企业可持续发展战略提供了实证支持。从理论上讲,本研究通过揭示“ESG → 融资约束缓解→职场健康支出”的传导机制,将企业融资与职业健康研究联系起来。实际上,研究结果表明,ESG改善可以作为促进组织对员工健康计划投资的市场化杠杆。
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引用次数: 0
Capacity, motivation, and opportunity model-derived taxonomy of pharmacist-led interventions applicable to people self-managing cancer medication. 能力,动机和机会模型衍生的药剂师主导的干预适用于人们自我管理癌症药物的分类法。
IF 3.4 3区 医学 Q2 PUBLIC, ENVIRONMENTAL & OCCUPATIONAL HEALTH Pub Date : 2026-03-09 eCollection Date: 2026-01-01 DOI: 10.3389/fpubh.2026.1772293
Joana Ribeiro, Ramón Morillo-Verdugo, Filipa Alves da Costa

Introduction: With health systems facing increasing challenges, it is important to define new care models that may release some of the burden on the workforce, whilst maintaining quality and improving patient convenience. The objective of this study was to create a taxonomy of pharmacist-led interventions aimed at supporting improved health outcomes of people self-managing cancer medication.

Methods: The list was developed following a literature search conducted in Cochrane Library and MEDLINE (PubMed) databases. The Capacity, Motivation and Opportunity (CMO) model developed for people living with HIV was used as theoretical framework to organise the pharmacist-led interventions emerging from literature. A panel of experts (hospital pharmacists with experience in oncology) selected through national hospital pharmacy societies was invited to participate in a consensusseeking Delphi survey, focusing on the most important and feasible interventions.

Results: A total of 28 experts answered and rated 39 interventions. Whilst 35 of the proposed pharmacist-led interventions were considered important (median score above 8, on a scale of 1 to 9, without disagreement among experts), only eight were considered feasible for implementation in practice. The most frequently mentioned reasons for others not to be feasible were understaffing and excessive workload. Nevertheless, there were interventions considered vital for patients' care and hence kept in the final taxonomy.

Discussion: Future hospital-based studies should incorporate this taxonomy based on the CMO model to measure pharmacists' interventions in real clinical practice.

导言:随着卫生系统面临越来越多的挑战,重要的是确定新的护理模式,这可能会减轻工作人员的一些负担,同时保持质量并改善患者便利性。本研究的目的是创建一个以药剂师为主导的干预措施的分类,旨在支持改善人们自我管理癌症药物的健康结果。方法:在Cochrane图书馆和MEDLINE (PubMed)数据库中进行文献检索后制定该列表。为艾滋病毒感染者开发的能力、动机和机会(CMO)模型被用作理论框架来组织从文献中出现的药剂师主导的干预措施。邀请通过国家医院药学协会选出的专家小组(具有肿瘤学经验的医院药剂师)参加寻求共识的德尔菲调查,重点关注最重要和可行的干预措施。结果:共有28位专家回答并评价了39项干预措施。虽然药剂师主导的干预措施中有35项被认为是重要的(在1到9的范围内,中位数得分高于8分,专家之间没有分歧),但只有8项被认为在实践中是可行的。其他不可行的最常提到的理由是员额不足和工作量过大。然而,有些干预措施被认为对病人的护理至关重要,因此保留在最终的分类中。讨论:未来以医院为基础的研究应纳入基于CMO模型的分类,以衡量药师在实际临床实践中的干预措施。
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引用次数: 0
Editorial: Inclusive health communication: strategies for equitable information dissemination. 社论:包容性卫生传播:公平信息传播战略。
IF 3.4 3区 医学 Q2 PUBLIC, ENVIRONMENTAL & OCCUPATIONAL HEALTH Pub Date : 2026-03-09 eCollection Date: 2026-01-01 DOI: 10.3389/fpubh.2026.1812907
Ariadna Munté-Pascual, Laura Ruiz-Eugenio
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引用次数: 0
Application of new media-based home nursing intervention for stroke-related depression patients: a retrospective cohort study. 基于新媒体的家庭护理干预在脑卒中相关抑郁症患者中的应用:一项回顾性队列研究。
IF 3.4 3区 医学 Q2 PUBLIC, ENVIRONMENTAL & OCCUPATIONAL HEALTH Pub Date : 2026-03-09 eCollection Date: 2026-01-01 DOI: 10.3389/fpubh.2026.1775705
Xuhui Huang, Xiaona Tang, Xiaoli Yang, Xiaoyang Wang, Lan Song, Meizhen Lin

Introduction: Persistent functional impairment and psychological distress are common after stroke, highlighting the need for effective post-discharge nursing strategies. We performed a retrospective cohort study evaluating the associations of a family-centered, new-media continuous nursing intervention on stroke recovery outcomes.

Methods: The study included 107 patients with first-ever ischemic stroke who received either routine post-discharge care or a family-centered new-media continuous nursing intervention. Functional status, depressive symptoms, and quality of life were assessed at baseline and 6 months. Rehabilitation adherence, platform engagement indicators, and selected serum biomarkers related to neuroplasticity and inflammation were analyzed. Multivariable models were used to adjust for baseline clinical factors.

Results: At 6 months, the intervention group showed significantly greater improvements in Barthel Index scores, larger reductions in Patient Health Questionnaire-9 scores, and greater gains in quality of life compared with routine care. Rehabilitation compliance and medication adherence were higher in the intervention group. Within this group, greater platform engagement was associated with larger improvements in depressive symptoms and quality of life. In addition, patients receiving the intervention exhibited greater increases in serum brain-derived neurotrophic factor and endothelial progenitor cell counts, along with more pronounced reductions in IL-6 and TNF-α. Participation in the intervention remained independently associated with functional and psychological improvement after adjustment.

Discussion: Family-centered new-media continuous nursing is associated with improved functional independence, psychological recovery, adherence behaviors, and favorable biological changes in patients with ischemic stroke.

持续的功能障碍和心理困扰是常见的中风后,突出需要有效的出院后护理策略。我们进行了一项回顾性队列研究,评估以家庭为中心的新媒体连续护理干预与卒中恢复结果的关系。方法:研究纳入107例首次缺血性脑卒中患者,接受常规出院后护理或以家庭为中心的新媒体持续护理干预。在基线和6个月时评估功能状态、抑郁症状和生活质量。分析康复依从性、平台参与指标以及与神经可塑性和炎症相关的选定血清生物标志物。多变量模型用于调整基线临床因素。结果:在6个月时,与常规护理相比,干预组在Barthel指数得分上有了明显的改善,在患者健康问卷-9得分上有了更大的降低,在生活质量上也有了更大的提高。干预组康复依从性和药物依从性较高。在这一组中,更多的平台参与与抑郁症状和生活质量的更大改善有关。此外,接受干预的患者表现出血清脑源性神经营养因子和内皮祖细胞计数的更大增加,同时IL-6和TNF-α的更明显降低。参与干预与调整后的功能和心理改善仍然独立相关。讨论:以家庭为中心的新媒体持续护理可改善缺血性脑卒中患者的功能独立性、心理恢复、依从性行为和良好的生物学变化。
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引用次数: 0
Bullying, minority stress and revenge impulse among autistic college students: group differences by sexual and gender minority status. 孤独症大学生的欺凌、少数群体压力与报复冲动:性别和性别少数群体的群体差异
IF 3.4 3区 医学 Q2 PUBLIC, ENVIRONMENTAL & OCCUPATIONAL HEALTH Pub Date : 2026-03-09 eCollection Date: 2026-01-01 DOI: 10.3389/fpubh.2026.1727508
Wang Qian, Chunming Chen, Baojian Wei

This study examines how bullying experiences are associated with retaliatory impulses among autistic university students, highlighting minority stress as a key mediating mechanism and sexual and gender minority (SGM) status as a moderating condition within an intersectional framework. Guided by Minority Stress Theory and Social Information Processing Theory, we surveyed 280 autistic undergraduates; 35% identified as SGM. Participants completed validated measures of bullying, minority stress, retaliatory impulse, and related psychosocial factors. Structural equation modeling and multi-group analyses were conducted to evaluate the proposed mediation and moderation patterns while adjusting for gender, grade level, social support, autistic traits, and internet use. The measurement model showed good reliability and convergent validity (Cronbach's α = 0.84-0.89; AVE = 0.62-0.69). Bullying was positively associated with minority stress, which was in turn associated with retaliatory impulses, supporting partial mediation [indirect effect = 0.42, 95% CI (0.36, 0.50)]. Multi-group results indicated stronger path coefficients in the SGM group (bullying → stress β = 0.72; stress → retaliation β = 0.66) than among non-SGM (heterosexual and cisgender) peers, consistent with the possibility that compounded stigma heightens emotional reactivity and defensive processing. Minority stress remained the strongest correlate of retaliatory impulses after covariate adjustment, whereas social support showed a protective association. Taken together, the findings suggest that retaliatory impulses among autistic students are better understood in relation to sustained identity-based exclusion and structural stressors rather than as simple dispositional aggression. The results also imply that effective prevention may require institutional and relational strategies-alongside individual support-such as inclusive curricula, peer sensitization, and policies that strengthen belonging and psychological safety in higher education.

本研究探讨了欺凌经历与自闭症大学生报复冲动之间的关系,并在交叉框架内强调了少数群体压力是一个关键的中介机制,而性和性别少数群体(SGM)地位是一个调节条件。以少数民族应激理论和社会信息加工理论为指导,对280名自闭症大学生进行问卷调查;35%被认定为SGM。参与者完成了欺凌、少数民族压力、报复冲动和相关心理社会因素的有效测量。在调整性别、年级、社会支持、自闭症特征和互联网使用等因素的基础上,采用结构方程模型和多组分析对所提出的中介和调节模式进行了评估。测量模型具有良好的信度和收敛效度(Cronbach's α = 0.84-0.89;AVE = 0.62-0.69)。欺凌与少数民族压力呈正相关,而少数民族压力又与报复冲动相关,支持部分中介作用[间接效应 = 0.42,95% CI(0.36, 0.50)]。多组研究结果显示,受欺负群体的路径系数(欺凌→压力β = 0.72;压力→报复β = 0.66)高于非受欺负群体(异性恋和顺性),这与复合污名化加剧情绪反应和防御加工的可能性一致。协变量调整后,少数民族压力与报复冲动的相关性最强,而社会支持与报复冲动的相关性最强。综上所述,这些发现表明自闭症学生的报复冲动与持续的基于身份的排斥和结构性压力源有关,而不是简单的性格攻击。研究结果还表明,有效的预防可能需要机构和关系策略,以及个人支持,如包容性课程、同伴敏感化和加强高等教育归属感和心理安全的政策。
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引用次数: 0
Strengthening tobacco control policy: using plain packaging to reduce product appeal and enhance public awareness. 加强烟草控制政策:使用平装包装降低产品吸引力,提高公众意识。
IF 3.4 3区 医学 Q2 PUBLIC, ENVIRONMENTAL & OCCUPATIONAL HEALTH Pub Date : 2026-03-09 eCollection Date: 2026-01-01 DOI: 10.3389/fpubh.2026.1781256
Ho Cheung William Li, Wei Xia, Hong Chen, Xinyi Xu, Laurie Long Kwan Ho, Hoi Yan Cora Mok, Oi Kwan Joyce Chung

Background: Tobacco use remains a leading cause of preventable morbidity and mortality worldwide. While smoking prevalence has recently declined in Hong Kong, progress has slowed. Plain packaging may reduce product appeal and enhance the impact of pictorial health warnings (PHWs), supporting reduced tobacco use.

Methods: A cross-sectional study was conducted from August to November 2023 among 1,256 adult smokers in Hong Kong. Participants were recruited at outdoor public smoking hotspots and shown branded and plain cigarette packs with 85% PHWs. Perceptions of pack attractiveness, noticeability of PHWs, smoking-related harm, behavioural intentions, and support for plain packaging were assessed through structured interviews. Quantitative data were weighted by age and sex, and qualitative responses were analysed thematically.

Results: Most participants perceived plain packs as less attractive (79.8%) and PHWs on plain packs were more noticeable (57.5%) than branded packs. About 45.1% perceived plain packs as disgusting, and 28.0% agreed they better conveyed severe smoking harms than branded packs. While only 17.3% reported plain packs may reduce their intention to smoke, 33.1% reported that it could deter youth from smoking. Support for plain packaging was moderate, with 35.7% in favour and 34.5% neutral. The qualitative findings reinforced these perceptions.

Conclusion: Smokers perceived plain packaging as less attractive, the PHWs on it as more noticeable, and potentially useful in preventing smoking initiation in youth. These findings support the integration of plain packaging into Hong Kong's tobacco control strategy and offer valuable insights for jurisdictions considering similar legislation.

背景:烟草使用仍然是世界范围内可预防的发病和死亡的主要原因。虽然香港的吸烟率最近有所下降,但进展缓慢。平装包装可降低产品吸引力,增强图片健康警语的影响,有助于减少烟草使用。方法:于2023年8月至11月对香港1256名成年吸烟者进行横断面研究。参与者在室外公共吸烟热点被招募,并展示了85% phw的品牌和普通香烟包装。通过结构化访谈评估了对包装吸引力、phw的可见性、吸烟相关危害、行为意图和对平装的支持的看法。定量数据按年龄和性别加权,定性回答按主题进行分析。结果:大多数参与者认为普通包装不那么吸引人(79.8%),普通包装上的phw比品牌包装更明显(57.5%)。约45.1%的人认为普通包装令人作呕,28.0%的人认为普通包装比品牌包装更能传达严重的吸烟危害。虽然只有17.3%的人认为普通包装香烟可能会降低他们吸烟的意愿,但33.1%的人认为它可以阻止青少年吸烟。对普通包装的支持是温和的,35.7%的人赞成,34.5%的人中立。定性研究结果强化了这些看法。结论:吸烟者认为普通包装不那么吸引人,其上的phw更明显,并且在防止青少年吸烟方面可能有用。这些研究结果支持将无装饰包装纳入香港的控烟策略,并为考虑类似立法的司法管辖区提供宝贵的见解。
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引用次数: 0
Beyond coverage: why Ayushman Bharat-Pradhan Mantri Jan Arogya Yojana struggles to deliver healthcare in Jammu and Kashmir. 超越覆盖:为什么Ayushman Bharat-Pradhan Mantri Jan Arogya Yojana在查谟和克什米尔努力提供医疗保健。
IF 3.4 3区 医学 Q2 PUBLIC, ENVIRONMENTAL & OCCUPATIONAL HEALTH Pub Date : 2026-03-09 eCollection Date: 2026-01-01 DOI: 10.3389/fpubh.2026.1783458
Esarul Ayub, Olusiji Adebola Lasekan, Blessy Sarah Mathew, Margot Teresa Godoy Pena, Abdul Wahid Bhat

Ayushman Bharat-Pradhan Mantri Jan Arogya Yojana (PM-JAY), the biggest publicly financed health insurance program in the world, has substantial use issues, especially in places like Jammu and Kashmir that are affected by conflict. Despite the program's goal of ensuring equal and cashless access to healthcare, the existing literature does not offer region-specific insights into the actual obstacles preventing its adoption. This study intends to identify and measure the physical, administrative, financial, and informational hurdles experiences by the beneficiaries in the urban and semi-rural areas of Jammu and Kashmir face when utilizing PM-JAY. Primary data was gathered through structured interviews with 320 randomly chosen PM-JAY recipients using a cross-sectional approach. To evaluate the relative effects of various obstacles on scheme use, the study used binary logistic regression, chi-square tests, Pearson correlation, and descriptive statistics. Despite being enrolled, only 48.4% of enrollees reported accessing PM-JAY services. The most significant positive predictors of usage were health literacy and awareness gaps, notably knowledge of empanelled hospital lists (OR = 1.245, p < 0.05) and awareness of scheme entitlement (OR = 1.253, p < 0.05). A statistically significant negative factor was inadequate road infrastructure (OR = 0.761, p < 0.05). Despite being often mentioned, administrative and financial obstacles were surprisingly not significant in the regression model. There were no discernible variations in use between the two districts, indicating problems with systemic access. Increasing PM-JAY use in disadvantaged areas requires more than just financial incentives; it also requires better physical infrastructure and informational availability. To convert coverage into useful access, policymakers should concentrate on region-specific IEC initiatives, transportation connectivity, and health system navigation support mechanisms. These interventions are essential for translating PM-JAY's theoretical coverage into meaningful, equitable healthcare access, particularly in underserved and fragile regions like Jammu and Kashmir.

世界上最大的公共资助医疗保险项目Ayushman bharatpradhan Mantri Jan Arogya Yojana (PM-JAY)在使用方面存在大量问题,特别是在查谟和克什米尔等受冲突影响的地区。尽管该计划的目标是确保平等和无现金获得医疗保健,但现有文献并没有提供具体区域的见解,以了解阻碍其采用的实际障碍。本研究旨在确定和衡量查谟和克什米尔城市和半农村地区的受益人在使用PM-JAY时面临的物质、行政、财务和信息障碍。采用横断面方法对随机选择的320名PM-JAY接受者进行结构化访谈,收集主要数据。为了评估各种障碍对方案使用的相对影响,研究使用了二元逻辑回归、卡方检验、Pearson相关和描述性统计。尽管注册了,但只有48.4%的注册者报告使用PM-JAY服务。使用率最显著的正向预测因子是健康素养和意识差距,特别是对入选医院名单的了解(OR = 1.245,p p p)
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引用次数: 0
Exploring the multidimensional factors associated with the incidence of bacillary dysentery in China based on a panel data model. 基于面板数据模型探讨中国细菌性痢疾发病率相关的多维因素。
IF 3.4 3区 医学 Q2 PUBLIC, ENVIRONMENTAL & OCCUPATIONAL HEALTH Pub Date : 2026-03-09 eCollection Date: 2026-01-01 DOI: 10.3389/fpubh.2026.1701162
Yanbin Hao, Dinglin Yu

Objective: Bacillary dysentery (BD) remains a public health concern in China, with its incidence influenced by multidimensional and interconnected factors. This study aimed to quantify the correlations between meteorological conditions, socioeconomic status, health resources, forest coverage, and BD incidence-an integrated analysis lacking in previous research. The results provide a comprehensive evidence base for formulating targeted BD prevention strategies.

Methods: Using panel data from 31 Chinese provinces (2014 ~ 2018), including BD incidence rates and 12 indicators of proxy variables at the ecological level, fixed-effects and random-effects models with Driscoll-Kraay robust standard errors were applied.

Results: The results of the random-effects model incorporating multidimensional factors showed that a 1% increase in the number of beds per 1,000 people in healthcare facilities, GDP per capita, and forest coverage was significantly associated with decreases in BD incidence rates of 2, 0.8, and 0.6%, respectively, (all p < 0.05). These findings indicate ecological associations with the incidence of BD across different provinces in China.

Conclusion: Improvements in regional investment in healthcare resources, economic development, and forest coverage were inversely associated with BD incidence, suggesting potential protective effects at the population level.

目的:细菌性痢疾(Bacillary dysentery, BD)是中国的一个公共卫生问题,其发病受多方面、相互关联的因素影响。本研究旨在量化气象条件、社会经济状况、卫生资源、森林覆盖率和BD发病率之间的相关性,这是以往研究缺乏的综合分析。研究结果为制定有针对性的BD预防策略提供了全面的证据基础。方法:利用中国31个省份(2014年 ~ 2018年)的面板数据,包括BD发病率和12个生态水平代理变量指标,应用具有Driscoll-Kraay稳健标准误差的固定效应和随机效应模型。结果:纳入多维因素的随机效应模型结果显示,每1000人医疗机构床位数、人均GDP和森林覆盖率每增加1%,BD发病率分别下降2%、0.8%和0.6%,显著相关(均p )。区域医疗资源投资、经济发展和森林覆盖率的改善与BD发病率呈负相关,表明在人口水平上具有潜在的保护作用。
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Frontiers in Public Health
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