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Employment among individuals with work disabilities before, during and after the COVID-19 pandemic in the Netherlands: results of a longitudinal cohort study. 在荷兰COVID-19大流行之前、期间和之后,工作残疾人士的就业情况:一项纵向队列研究的结果。
Pub Date : 2026-02-20 eCollection Date: 2026-01-01 DOI: 10.1136/bmjph-2025-003143
Mara de Visser, Pierre W C Koning, Marloes Zijl, Johannes Anema, Maaike Huysmans

Objectives: This study investigates the longitudinal trajectory of employment prospects, before, during and after the COVID-19 pandemic for individuals with work disabilities in the Netherlands.

Methods: We conducted a longitudinal cohort study using monthly administrative data between 2018 and 2022 on work and income from all Dutch individuals with a registered work disability in December 2019. Monthly employment probabilities were modelled with longitudinal multivariate Generalised Estimating Equations analysis, where the dependent binomial variable was 'employment status'. Employment prospects in permanent versus flexible contracts were estimated as two potential outcomes. We stratified our analyses by sex, age, educational attainment, migration background and sector.

Results: Our cohort consisted of 476 617 individuals. Employment probabilities gradually increased between 2018 and 2019, but substantially decreased in the year of the COVID-19 pandemic, mainly in flexible contracts. Strikingly, these downturns took place before the start of lockdowns in March 2020. Especially older aged workers (55-63 year) and workers with lower educational attainment were confronted with a lower likelihood of being employed during the first year of the pandemic.

Conclusions: Our results suggest that the lower employment probabilities seem not to be solely due to the COVID-19 pandemic. It is likely that the introduction of new Dutch regulations for employers, effective from 1 January 2020, has strongly decreased the number of workers with work disabilities in flexible contracts. Further research will need to determine whether such effects align with those in the total working population or were restricted to individuals with work disabilities.

目的:本研究调查了荷兰COVID-19大流行之前、期间和之后工作残疾人士就业前景的纵向轨迹。方法:我们使用2018年至2022年期间的每月行政数据,对2019年12月所有登记有工作残疾的荷兰人的工作和收入进行了纵向队列研究。每月就业概率采用纵向多元广义估计方程分析建模,其中因变量为“就业状况”。永久性合同和弹性合同的就业前景被估计为两种潜在的结果。我们根据性别、年龄、受教育程度、移民背景和行业对分析进行了分层。结果:我们的队列包括476617个个体。2018年至2019年期间,就业概率逐渐增加,但在2019冠状病毒病大流行之年,就业概率大幅下降,主要体现在灵活合同方面。引人注目的是,这些衰退发生在2020年3月封锁开始之前。特别是年龄较大的工人(55-63岁)和受教育程度较低的工人在大流行的第一年就业的可能性较低。结论:我们的研究结果表明,较低的就业概率似乎不仅仅是由于COVID-19大流行。自2020年1月1日起生效的荷兰雇主新法规可能大大减少了弹性合同中有工作残疾的工人人数。进一步的研究将需要确定这些影响是否与所有工作人口一致,还是仅限于有工作障碍的个人。
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引用次数: 0
Association between children's secondhand co-exposure to tobacco and cannabis smoke and elevated urinary cotinine levels: a cross-sectional analysis. 儿童二手共同暴露于烟草和大麻烟雾与尿可替宁水平升高之间的关系:横断面分析。
Pub Date : 2026-02-20 eCollection Date: 2026-01-01 DOI: 10.1136/bmjph-2025-003739
Bradley N Collins, Stephen J Lepore, Vincent Berardi, Renee D Goodwin, Karen Wilson, Mona Baishya

Background: Cannabis use is far more common among adults who smoke tobacco than adults who do not, and its use is increasing among people who smoke tobacco with children living in the home. Given the well-established evidence that caregiver smoking is the primary source of children's secondhand exposures to these products, the increasing trend in caregiver co-use is raising public health concerns about children's co-exposure. Emerging data indicates that adult co-use is linked to additive health consequences, such as elevated nicotine and other tobacco-related toxicant blood levels, relative to use of only tobacco. It is unknown whether children's co-exposure leads to similar additive consequences. This study examined whether children's co-exposure to secondhand tobacco and cannabis smoke related to higher urinary levels of cotinine (the primary nicotine metabolite) relative to children exposed to only tobacco smoke.

Methods: This study performed a cross-sectional analysis of baseline data from the 'Babies Living Safe and Smokefree' tobacco intervention randomised controlled trial. All participants (N=396) included low-income mothers who smoked tobacco daily and were primary caretakers of young children (<6 years old). Multivariable regression was performed to test the hypothesis that maternal co-smoking would relate to children's elevated cotinine levels in a model including potential confounding variables (eg, children's mean daily tobacco smoke exposure, maternal nicotine dependence level).

Results: Mean participant age was 30.11+6.52 years old, and their children's age was 30.24+20.0 months old. In the past 7 days, 146 (36.9%) participants reported smoking cannabis on at least 1 day. Multivariable regression modelling showed that maternal co-smoking was associated with higher children's cotinine levels (p=0.04).

Conclusions: Maternal co-use of tobacco and cannabis, relative to tobacco smoking only, is associated with higher cotinine levels in their children. Given that caregiver smoking is the primary source of young children's exposure to both tobacco and cannabis, clinicians and the public could be better informed about the potential additive health risks of co-exposure without diluting existing health messaging and prevention efforts focused on use and exposure risks related to each product independently. Results point to the need for sustained public health efforts to reduce children's exposure to these toxicants.

背景:与不吸烟的成年人相比,吸烟的成年人使用大麻的情况要普遍得多,家中有儿童的吸烟者使用大麻的情况也在增加。鉴于有确凿证据表明,护理人员吸烟是儿童二手接触这些产品的主要来源,护理人员共同使用这些产品的趋势日益增加,引起了对儿童共同接触的公共卫生关注。新出现的数据表明,与仅使用烟草相比,成人共同使用与附加的健康后果有关,例如尼古丁和其他与烟草有关的有毒血液水平升高。目前尚不清楚儿童的共同接触是否会导致类似的附加后果。这项研究调查了与仅接触烟草烟雾的儿童相比,儿童同时接触二手烟草和大麻烟雾是否与尿中可替宁(主要尼古丁代谢物)水平较高有关。方法:本研究对“安全无烟婴儿生活”烟草干预随机对照试验的基线数据进行了横断面分析。所有参与者(N=396)包括每天吸烟并主要照顾幼儿的低收入母亲(结果:参与者平均年龄为30.11+6.52岁,其子女年龄为30.24+20.0个月)。在过去7天内,146名(36.9%)参与者报告至少有1天吸食大麻。多变量回归模型显示,母亲共同吸烟与较高的儿童可替宁水平相关(p=0.04)。结论:母亲同时使用烟草和大麻,相对于只吸烟,与孩子体内较高的可替宁水平有关。鉴于照顾者吸烟是幼儿接触烟草和大麻的主要来源,临床医生和公众可以更好地了解共同接触的潜在附加健康风险,而不会稀释现有的健康信息和预防工作,重点关注与每种产品单独相关的使用和接触风险。结果表明,需要持续的公共卫生努力,以减少儿童接触这些有毒物质。
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引用次数: 0
Is targeted cytomegalovirus testing of infants feasible in Western Australia? An observational study. 婴儿巨细胞病毒靶向检测在西澳大利亚可行吗?一项观察性研究。
Pub Date : 2026-02-20 eCollection Date: 2026-01-01 DOI: 10.1136/bmjph-2024-002013
Allison Reid, Asha C Bowen, Christopher G Brennan-Jones, Jafri Kuthubutheen

Introduction: Congenital cytomegalovirus (cCMV) is a common infection at birth with the potential to cause significant and permanent morbidity, most commonly hearing loss. Targeted cCMV testing programmes use hearing loss as an indicator of an infant being at high risk of the infection and thereby can 'target' or focus testing on those at greatest risk. Australian and International guidelines recommend that high-risk infants be offered cCMV testing, yet across Australia, a formal testing system does not exist. This paper presents the results of a Western Australian (WA) targeted testing study, detailing its methodology, strengths and challenges to evaluate the feasibility of a targeted cCMV testing programme in WA.

Methods: A 2-year statewide observational study was conducted in WA from 2020 to 2022. The study used the established universal infant hearing-screening programme to identify infants at high risk of cCMV. Infants who failed their newborn hearing test were recruited to the study and underwent saliva PCR testing. Confirmatory testing was via urine PCR for CMV. This study examines the first 12 months of data.Data collected included the timeliness of testing and results, both integral to effective cCMV diagnosis and treatment. The reasons for high-risk infants being ineligible for testing were explored, and for cCMV-positive infants, the timeliness of reviews and investigations was evaluated.

Results: During the study period, 212 infants at high risk of cCMV were identified. Of these, 134 (63%) met inclusion criteria and 103 (77%) consented to participate. The study achieved complete and timely cCMV testing, along with timely review and investigation of cCMV-positive infants. Barriers to testing eligibility among high-risk infants (n=78) were assessed to inform strategies to improve testing access.

Conclusions: WA currently lacks a structured, targeted cCMV testing programme, resulting in missed diagnosis and early intervention opportunities for high-risk infants. The study findings indicate that a structured, targeted cCMV testing programme is feasible and would ensure affected children receive care that aligns with national and international standards.

先天性巨细胞病毒(cCMV)是一种常见的出生时感染,有可能导致严重的永久性疾病,最常见的是听力丧失。有针对性的cCMV检测规划将听力损失作为婴儿感染风险较高的一项指标,从而可以“针对”或将检测重点放在风险最高的人群上。澳大利亚和国际指南建议为高危婴儿提供cCMV检测,但在整个澳大利亚,没有一个正式的检测系统。本文介绍了西澳大利亚州(WA)有针对性的测试研究的结果,详细介绍了其方法,优势和挑战,以评估在WA有针对性的cCMV测试计划的可行性。方法:从2020年到2022年,在西澳进行了为期2年的全州观察研究。该研究使用已建立的普遍婴儿听力筛查方案来识别cCMV高危婴儿。未通过新生儿听力测试的婴儿被招募到研究中,并进行了唾液PCR测试。通过尿液PCR检测巨细胞病毒。本研究考察了前12个月的数据。收集的数据包括检测和结果的及时性,这两者对于有效的cCMV诊断和治疗都是不可或缺的。探讨高危婴儿不符合检测条件的原因,并对ccmv阳性婴儿进行审查和调查的及时性进行评估。结果:在研究期间,确定了212例cCMV高危婴儿。其中134例(63%)符合纳入标准,103例(77%)同意参与。该研究实现了完整和及时的cCMV检测,以及对cCMV阳性婴儿的及时审查和调查。评估高危婴儿(n=78)的检测资格障碍,为改善检测获取的策略提供信息。结论:西澳大利亚州目前缺乏一个结构化的、有针对性的cCMV检测方案,导致高危婴儿错过了诊断和早期干预的机会。研究结果表明,一个结构化的、有针对性的cCMV检测项目是可行的,并且将确保受影响的儿童得到符合国家和国际标准的护理。
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引用次数: 0
Trends in end-of-life hospitalisations of nursing home residents: a systematic review. 养老院居民临终住院的趋势:系统回顾。
Pub Date : 2026-02-18 eCollection Date: 2026-01-01 DOI: 10.1136/bmjph-2025-003998
Kathrin Wandscher, Falk Hoffmann, Jonas Czwikla

Objectives: Worldwide, nursing homes are increasingly becoming a place for the last phase of life, with residents often being hospitalised near death. This might have changed by implementing end-of-life care structures more widely over years. Therefore, we aimed to systematically investigate trends in end-of-life hospitalisations among nursing home residents.

Design: Systematic review.

Data sources: MEDLINE (via PubMed), CINAHL and EMBASE were searched from inception to 24 April 2025, supplemented by citation searching.

Eligibility criteria: Observational studies with ≥100 deceased residents reporting proportions of in-hospital deaths or hospitalisations in the last month of life for at least two observations being at least 3 years apart were included.

Data extraction and synthesis: Studies were summarised descriptively. Percentage point changes between the initial and last observations of end-of-life hospitalisations were calculated. Study quality was assessed using the Joanna Briggs Institute's tool.

Results: We screened 4122 records for eligibility and included 12 studies published in 13 articles covering data from Belgium, Germany, Japan and the USA. Reported number of included residents ranged from 1647 to 2 954 276 and most studies assessed only one period in the month before death, mostly in-hospital deaths. 10 studies assessed trends in in-hospital deaths; those with higher initial proportions (from 30.3% to 79.2%, n=8) indicated a decrease (-2.0 to -23.5 percentage points). Trends on hospitalisations in the last month of life (n=5) were heterogeneous. Only three studies stratified findings by age, sex or presence of dementia. End-of-life hospitalisations for all age groups and both sexes have decreased over time, but this trend is inconclusive for residents with and without dementia.

Conclusions: Trends in end-of-life hospitalisations vary between countries. As more policies have been implemented worldwide in recent years aiming to improve end-of-life care in nursing homes, longitudinal studies investigating trends from other countries are needed.

Prospero registration number: CRD420251038131.

目标:在世界范围内,养老院正日益成为生命最后阶段的地方,居民经常在死亡前住院。这种情况可能会随着多年来更广泛地实施临终关怀结构而改变。因此,我们的目的是系统地调查养老院居民的临终住院趋势。设计:系统回顾。数据来源:检索自成立至2025年4月24日的MEDLINE(通过PubMed)、CINAHL和EMBASE,并辅以引文检索。入选标准:纳入≥100名死亡居民报告生命最后一个月住院死亡或住院比例的观察性研究,至少两次观察间隔至少3年。数据提取和综合:对研究进行描述性总结。计算了最初和最后一次临终住院观察之间的百分点变化。使用乔安娜布里格斯研究所的工具评估研究质量。结果:我们筛选了4122条合格的记录,包括发表在13篇文章中的12项研究,数据来自比利时、德国、日本和美国。报告纳入的居民人数从1647人到2954 276人不等,大多数研究只评估死亡前一个月的一个时期,主要是在医院死亡。10项研究评估了院内死亡趋势;初始比例较高的(从30.3%到79.2%,n=8)表明下降(-2.0到-23.5个百分点)。生命最后一个月的住院趋势(n=5)是异质的。只有三项研究将研究结果按年龄、性别或是否患有痴呆症进行了分层。随着时间的推移,所有年龄组和男女的临终住院率都有所下降,但这一趋势对患有和不患有痴呆症的居民来说尚无定论。结论:各国临终住院的趋势各不相同。随着近年来世界范围内实施的旨在改善养老院临终关怀的政策越来越多,需要从其他国家调查趋势的纵向研究。普洛斯彼罗注册号:CRD420251038131。
{"title":"Trends in end-of-life hospitalisations of nursing home residents: a systematic review.","authors":"Kathrin Wandscher, Falk Hoffmann, Jonas Czwikla","doi":"10.1136/bmjph-2025-003998","DOIUrl":"https://doi.org/10.1136/bmjph-2025-003998","url":null,"abstract":"<p><strong>Objectives: </strong>Worldwide, nursing homes are increasingly becoming a place for the last phase of life, with residents often being hospitalised near death. This might have changed by implementing end-of-life care structures more widely over years. Therefore, we aimed to systematically investigate trends in end-of-life hospitalisations among nursing home residents.</p><p><strong>Design: </strong>Systematic review.</p><p><strong>Data sources: </strong>MEDLINE (via PubMed), CINAHL and EMBASE were searched from inception to 24 April 2025, supplemented by citation searching.</p><p><strong>Eligibility criteria: </strong>Observational studies with ≥100 deceased residents reporting proportions of in-hospital deaths or hospitalisations in the last month of life for at least two observations being at least 3 years apart were included.</p><p><strong>Data extraction and synthesis: </strong>Studies were summarised descriptively. Percentage point changes between the initial and last observations of end-of-life hospitalisations were calculated. Study quality was assessed using the Joanna Briggs Institute's tool.</p><p><strong>Results: </strong>We screened 4122 records for eligibility and included 12 studies published in 13 articles covering data from Belgium, Germany, Japan and the USA. Reported number of included residents ranged from 1647 to 2 954 276 and most studies assessed only one period in the month before death, mostly in-hospital deaths. 10 studies assessed trends in in-hospital deaths; those with higher initial proportions (from 30.3% to 79.2%, n=8) indicated a decrease (-2.0 to -23.5 percentage points). Trends on hospitalisations in the last month of life (n=5) were heterogeneous. Only three studies stratified findings by age, sex or presence of dementia. End-of-life hospitalisations for all age groups and both sexes have decreased over time, but this trend is inconclusive for residents with and without dementia.</p><p><strong>Conclusions: </strong>Trends in end-of-life hospitalisations vary between countries. As more policies have been implemented worldwide in recent years aiming to improve end-of-life care in nursing homes, longitudinal studies investigating trends from other countries are needed.</p><p><strong>Prospero registration number: </strong>CRD420251038131.</p>","PeriodicalId":101362,"journal":{"name":"BMJ public health","volume":"4 1","pages":"e003998"},"PeriodicalIF":0.0,"publicationDate":"2026-02-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12927325/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"147286909","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Exploring the mediating factors in the telework-mental health relationship: a cross-sectional analysis of the BELHEALTH study. 探讨远程工作与心理健康关系的中介因素:BELHEALTH研究的横断面分析。
Pub Date : 2026-02-18 eCollection Date: 2026-01-01 DOI: 10.1136/bmjph-2025-003249
Eduardo Antonio Bracho Montes de Oca, Robby De Pauw, Beatrijs Moerkerke, Lize Hermans, Camille Duveau, Kayleigh De Meulemeester, Barbara Cagnie, Bas de Geus

Introduction: This study investigates the relationship between telework and mental health, focusing on mediating factors.

Methods: A sample was drawn from the June 2023 wave of the BELHEALTH study, which monitors mental health trends in Belgium. The sample included 2323 employed participants aged 18-64 years. Interventional effects mediation analyses were conducted to explore the relationship between the frequency of telework (monthly, weekly, and daily) and mental health outcomes including anxiety (Generalised Anxiety Disorder-7, binary), depression (Patient Health Questionnaire-9, binary), burnout (Burnout Assessment Tool-12, scale 1-5) and work engagement (Utrecht Work Engagement Scale-3, scale 1-5) through the following mediators: workload, emotional load, role conflict, autonomy, social support and skills use.

Results: Telework had both direct and indirect effects on mental health. The total effect of weekly telework on work engagement was -0.1614 (95% CI -0.2286 to -0.0972; p<0.01), indicating an overall decrease in work engagement when considering indirect and direct effects. While weekly telework was not significantly associated with anxiety and depression, it was directly associated with an average increase in burnout (0.1339, 95% CI 0.0875 to 0.1801; p<0.01), and a direct decrease in average work engagement (-0.2158, 95% CI -0.2783 to -0.1505; p<0.01). Indirectly, weekly telework was linked with burnout through various job demands and resources. For example, emotional load (-0.0427, 95% CI -0.0600 to -0.0272, p<0.01), and role conflict (-0.0266, 95% CI -0.0419 to -0.0122, p<0.05) were significant mediators of burnout.

Conclusions: It is essential to consider the job characteristics of employees who telework, and the resources they have available to foster healthy workplaces.

前言:本研究探讨了远程办公与心理健康的关系,重点探讨了中介因素。方法:从2023年6月的BELHEALTH研究浪潮中抽取样本,该研究监测比利时的心理健康趋势。样本包括2323名年龄在18-64岁之间的受雇参与者。通过以下中介,进行干预效应中介分析,探讨远程工作频率(每月、每周和每天)与心理健康结果的关系,包括焦虑(广广性焦虑障碍-7,二元)、抑郁(患者健康问卷-9,二元)、倦怠(倦怠评估工具-12,量表1-5)和工作投入(乌得勒支工作投入量表-3,量表1-5):工作负荷、情绪负荷、角色冲突、自主性、社会支持和技能使用。结果:远程办公对心理健康有直接和间接影响。每周远程办公对工作投入的总影响为-0.1614 (95% CI -0.2286至-0.0972)。结论:必须考虑远程办公员工的工作特征,以及他们拥有的资源,以促进健康的工作场所。
{"title":"Exploring the mediating factors in the telework-mental health relationship: a cross-sectional analysis of the BELHEALTH study.","authors":"Eduardo Antonio Bracho Montes de Oca, Robby De Pauw, Beatrijs Moerkerke, Lize Hermans, Camille Duveau, Kayleigh De Meulemeester, Barbara Cagnie, Bas de Geus","doi":"10.1136/bmjph-2025-003249","DOIUrl":"https://doi.org/10.1136/bmjph-2025-003249","url":null,"abstract":"<p><strong>Introduction: </strong>This study investigates the relationship between telework and mental health, focusing on mediating factors.</p><p><strong>Methods: </strong>A sample was drawn from the June 2023 wave of the BELHEALTH study, which monitors mental health trends in Belgium. The sample included 2323 employed participants aged 18-64 years. Interventional effects mediation analyses were conducted to explore the relationship between the frequency of telework (monthly, weekly, and daily) and mental health outcomes including anxiety (Generalised Anxiety Disorder-7, binary), depression (Patient Health Questionnaire-9, binary), burnout (Burnout Assessment Tool-12, scale 1-5) and work engagement (Utrecht Work Engagement Scale-3, scale 1-5) through the following mediators: workload, emotional load, role conflict, autonomy, social support and skills use.</p><p><strong>Results: </strong>Telework had both direct and indirect effects on mental health. The total effect of weekly telework on work engagement was -0.1614 (95% CI -0.2286 to -0.0972; p<0.01), indicating an overall decrease in work engagement when considering indirect and direct effects. While weekly telework was not significantly associated with anxiety and depression, it was directly associated with an average increase in burnout (0.1339, 95% CI 0.0875 to 0.1801; p<0.01), and a direct decrease in average work engagement (-0.2158, 95% CI -0.2783 to -0.1505; p<0.01). Indirectly, weekly telework was linked with burnout through various job demands and resources. For example, emotional load (-0.0427, 95% CI -0.0600 to -0.0272, p<0.01), and role conflict (-0.0266, 95% CI -0.0419 to -0.0122, p<0.05) were significant mediators of burnout.</p><p><strong>Conclusions: </strong>It is essential to consider the job characteristics of employees who telework, and the resources they have available to foster healthy workplaces.</p>","PeriodicalId":101362,"journal":{"name":"BMJ public health","volume":"4 1","pages":"e003249"},"PeriodicalIF":0.0,"publicationDate":"2026-02-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12927397/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"147286856","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Qualitative exploration of COVID-19 vaccine uptake among healthcare workers in Sierra Leone: do the 'trusted messengers' trust the vaccine? 塞拉利昂卫生保健工作者COVID-19疫苗摄取的定性探索:“可信信使”信任疫苗吗?
Pub Date : 2026-02-18 eCollection Date: 2026-01-01 DOI: 10.1136/bmjph-2024-001429
Ifeolu David, Enid Schatz, Wilson Majee

Introduction: Vaccine hesitancy is a global issue, and the important role of healthcare workers in addressing vaccine hesitancy is well documented. However, there is limited theory-guided research on the uptake of COVID-19 vaccinations among healthcare workers in low- and middle-income countries (LMICs). This study examined COVID-19 vaccine uptake among healthcare workers in Sierra Leone and assessed the relevance of the 5C model-which posits that vaccine uptake is shaped by confidence, complacency, constraints, calculation and collective responsibility-in explaining their vaccination attitudes, intentions and behaviours.

Methods: 24 indepth interviews were conducted in 2022 with healthcare workers in Freetown, Makeni and Kenema. The resulting narratives were thematically analysed to identify factors that promoted or deterred COVID-19 vaccination.

Findings: Key facilitators of COVID-19 vaccine uptake included positive views on adult vaccines, self-protection and the desire to be role models. Major barriers were complacency, distrust in available vaccines and safety concerns. Additionally, participants' perspectives were informed by their experiences with the Ebola outbreak, indicating that prior epidemic memory influenced how the 5C domains were interpreted and operationalised in relation to vaccine uptake in contexts such as Sierra Leone.

Conclusions: This paper examines social determinants of vaccine uptake and offers policy recommendations to enhance vaccine uptake among trusted messengers in the region, thereby supporting global COVID-19 recovery and improving LMIC preparedness for future outbreaks. Future responses to public health emergencies in LMICs should be informed by local contextual experiences, and vaccine programmes must consider these factors during planning and implementation.

疫苗犹豫是一个全球性问题,卫生保健工作者在解决疫苗犹豫方面的重要作用有据可查。然而,关于低收入和中等收入国家卫生保健工作者接种COVID-19疫苗的理论指导研究有限。本研究调查了塞拉利昂卫生保健工作者的COVID-19疫苗接种情况,并评估了5C模型在解释其疫苗接种态度、意图和行为方面的相关性。5C模型假设疫苗接种受到信心、自满、约束、计算和集体责任的影响。方法:于2022年对弗里敦、马克尼和凯内马的卫生保健工作者进行了24次深度访谈。对结果进行了主题分析,以确定促进或阻碍COVID-19疫苗接种的因素。研究结果:促进COVID-19疫苗接种的主要因素包括对成人疫苗的积极看法、自我保护和成为榜样的愿望。主要障碍是自满、对现有疫苗的不信任和安全问题。此外,与会者的观点是根据他们在埃博拉疫情中的经验得出的,这表明先前的流行病记忆影响了5C结构域在塞拉利昂等情况下与疫苗接种有关的解释和运作方式。结论:本文探讨了疫苗接种的社会决定因素,并提出了政策建议,以加强该地区受信任信使的疫苗接种,从而支持全球COVID-19恢复并改善低收入国家对未来疫情的准备。今后对中低收入国家突发公共卫生事件的应对应借鉴当地的实际经验,疫苗规划在规划和实施过程中必须考虑这些因素。
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引用次数: 0
Impact of minimum wage increases on smoking before, during and after pregnancy in the USA: a difference-in-differences analysis of cross-sectional surveillance data. 在美国,提高最低工资对怀孕前、怀孕期间和怀孕后吸烟的影响:横断面监测数据的差异分析
Pub Date : 2026-02-17 eCollection Date: 2026-01-01 DOI: 10.1136/bmjph-2025-003755
Slawa Rokicki, Hyunji Ahn, Hyoyoung Han, Paul Duberstein, Nancy E Reichman, Mark E McGovern

Introduction: Smoking before and during pregnancy has long-lasting adverse effects for children's health and development. Financial stress is an important risk factor for maternal smoking, but there is little evidence on how economic policies affect tobacco use. We examined whether increases in state minimum wages had an impact on maternal smoking and cessation.

Methods: This was a secondary analysis of cross-sectional surveillance data from 46 states between 2004 and 2019. Our analysis sample included women without college education. Outcomes were use of cigarettes in the 3 months before pregnancy, the last 3 months of pregnancy, and in the postpartum period, as well as cessation of smoking during and after pregnancy. For the main analysis, a two-way fixed effects difference-in-differences analysis was used to estimate the effects of state-level minimum wage policies on outcomes, adjusting for individual covariates (age, race and ethnicity, marital status, parity, education and month of birth), state-level economic and tobacco policies, and state and year fixed effects. We also explored robustness to de Chaisemartin & D'Haultfœuille (dCDH)'s heterogeneity-robust alternative estimator. Subgroup analysis examined heterogeneous impacts by race and ethnicity, age, marital status and pregnancy intention. We tested differences by subgroup using interaction models and testing the joint null hypothesis of coefficients. We used the Benjamini-Hochberg procedure to adjust p values for multiple comparisons.

Results: The study analysed 421 884 women of whom 28% smoked in the 3 months prior to pregnancy. A 10% increase in the minimum wage was associated with a 0.75 (95% CI -1.32 to -0.19) percentage point decrease in the probability of smoking before pregnancy. Associations were strongest for women who were American Indian/Alaska Native, non-Hispanic White, married and had an unintended pregnancy. Two-way fixed effect results were consistent when using the dCDH estimator. There were no significant associations between minimum wages and smoking during pregnancy or postpartum, or on smoking cessation. The conclusions of the analysis do not change when adjusted for multiple hypothesis testing.

Conclusions: Estimates suggest that an increase from the current federal minimum wage of US$7.25-US$14 would be associated with a 17% decrease in smoking prior to pregnancy in a demographic group that is disproportionately affected by poor health outcomes.

孕前和孕期吸烟对儿童的健康和发育有长期的不良影响。经济压力是产妇吸烟的一个重要风险因素,但关于经济政策如何影响烟草使用的证据很少。我们研究了国家最低工资的增加是否对母亲吸烟和戒烟有影响。方法:这是对2004年至2019年46个州的横断面监测数据的二次分析。我们的分析样本包括没有受过大学教育的女性。结果包括怀孕前3个月、怀孕后3个月和产后吸烟情况,以及怀孕期间和怀孕后戒烟情况。对于主要分析,使用双向固定效应差异中差异分析来估计州一级最低工资政策对结果的影响,调整个体协变量(年龄,种族和民族,婚姻状况,平等,教育和出生月份),州一级经济和烟草政策以及州和年份固定效应。我们还探讨了对de Chaisemartin & D'Haultfœuille (dCDH)的异质性-鲁棒替代估计的鲁棒性。亚组分析考察了种族、民族、年龄、婚姻状况和怀孕意向的异质影响。我们使用相互作用模型和检验系数的联合零假设来检验亚组差异。我们使用Benjamini-Hochberg程序来调整多重比较的p值。结果:该研究分析了421884名妇女,其中28%在怀孕前3个月吸烟。最低工资每提高10%,孕前吸烟的概率就会降低0.75个百分点(95% CI -1.32 -0.19)。在美国印第安人/阿拉斯加原住民、非西班牙裔白人、已婚和意外怀孕的女性中,这种关联最强。当使用dCDH估计器时,双向固定效应结果是一致的。最低工资与怀孕期间或产后吸烟或戒烟之间没有显著关联。当进行多假设检验时,分析的结论没有改变。结论:估计表明,在目前7.25美元至14美元的联邦最低工资基础上提高,在健康状况不佳的人口群体中,怀孕前吸烟率将降低17%。
{"title":"Impact of minimum wage increases on smoking before, during and after pregnancy in the USA: a difference-in-differences analysis of cross-sectional surveillance data.","authors":"Slawa Rokicki, Hyunji Ahn, Hyoyoung Han, Paul Duberstein, Nancy E Reichman, Mark E McGovern","doi":"10.1136/bmjph-2025-003755","DOIUrl":"10.1136/bmjph-2025-003755","url":null,"abstract":"<p><strong>Introduction: </strong>Smoking before and during pregnancy has long-lasting adverse effects for children's health and development. Financial stress is an important risk factor for maternal smoking, but there is little evidence on how economic policies affect tobacco use. We examined whether increases in state minimum wages had an impact on maternal smoking and cessation.</p><p><strong>Methods: </strong>This was a secondary analysis of cross-sectional surveillance data from 46 states between 2004 and 2019. Our analysis sample included women without college education. Outcomes were use of cigarettes in the 3 months before pregnancy, the last 3 months of pregnancy, and in the postpartum period, as well as cessation of smoking during and after pregnancy. For the main analysis, a two-way fixed effects difference-in-differences analysis was used to estimate the effects of state-level minimum wage policies on outcomes, adjusting for individual covariates (age, race and ethnicity, marital status, parity, education and month of birth), state-level economic and tobacco policies, and state and year fixed effects. We also explored robustness to de Chaisemartin & D'Haultfœuille (dCDH)'s heterogeneity-robust alternative estimator. Subgroup analysis examined heterogeneous impacts by race and ethnicity, age, marital status and pregnancy intention. We tested differences by subgroup using interaction models and testing the joint null hypothesis of coefficients. We used the Benjamini-Hochberg procedure to adjust p values for multiple comparisons.</p><p><strong>Results: </strong>The study analysed 421 884 women of whom 28% smoked in the 3 months prior to pregnancy. A 10% increase in the minimum wage was associated with a 0.75 (95% CI -1.32 to -0.19) percentage point decrease in the probability of smoking before pregnancy. Associations were strongest for women who were American Indian/Alaska Native, non-Hispanic White, married and had an unintended pregnancy. Two-way fixed effect results were consistent when using the dCDH estimator. There were no significant associations between minimum wages and smoking during pregnancy or postpartum, or on smoking cessation. The conclusions of the analysis do not change when adjusted for multiple hypothesis testing.</p><p><strong>Conclusions: </strong>Estimates suggest that an increase from the current federal minimum wage of US$7.25-US$14 would be associated with a 17% decrease in smoking prior to pregnancy in a demographic group that is disproportionately affected by poor health outcomes.</p>","PeriodicalId":101362,"journal":{"name":"BMJ public health","volume":"4 1","pages":"e003755"},"PeriodicalIF":0.0,"publicationDate":"2026-02-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12927328/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"147286802","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
'The silent struggles': a qualitative exploration of factors influencing non-implementation of preconception care in Agogo Presbyterian Hospital. “沉默的斗争”:对阿戈戈长老会医院未实施孕前护理的影响因素的定性探讨。
Pub Date : 2026-02-17 eCollection Date: 2026-01-01 DOI: 10.1136/bmjph-2025-003468
Vivian Appiah-Ankobeah, Josephine Mpomaa Kyei, Vivian Efua Senoo-Dogbey

Introduction: Preconception care (PCC) is an important health promotion intervention aimed at optimising the health of women of reproductive age before pregnancy to reduce maternal mortality. However, the quest for its implementation within the healthcare system remains a significant challenge in Ghana. Understanding the views of healthcare professionals and hospital administrative managers is vital for identifying feasible strategies to address challenges. The study sought to explore factors influencing the non-implementation of PCC interventions at Agogo Presbyterian Hospital.

Methods: A qualitative exploratory approach was used. 10 healthcare professionals and three hospital administrative managers with experience in providing maternal healthcare services and the ability to provide information on maternal health issues at Agogo Presbyterian Hospital were interviewed. Data analysis was conducted using Braun and Clarke's thematic content analysis approach.

Result: The study identified key barriers to PCC implementation within the healthcare system. The participants described knowledge gaps among care providers, excessive workload, role confusion, the unavailability of PCC guidelines and infrastructure, inadequate human and financial resources and a lack of support and motivation of staff as hurdles to PCC implementation in the healthcare system. They suggested the need for capacity building of human resources, specific PCC guidelines, job descriptions and sustainable funding mechanisms to strengthen the healthcare system for effective PCC implementation.

Conclusion: The challenges revealed by this study provide policymakers and healthcare institutions with insights to address the implicit barriers in the healthcare system to promote the practice of PCC as part of maternal healthcare services to ensure optimal maternal health before conception and to decrease maternal mortality rates.

前言:孕前护理(PCC)是一项重要的健康促进干预措施,旨在优化育龄妇女孕前健康,降低孕产妇死亡率。然而,在加纳的医疗保健系统内寻求其实施仍然是一个重大挑战。了解医疗保健专业人员和医院行政管理人员的观点对于确定应对挑战的可行战略至关重要。本研究旨在探讨影响Agogo长老会医院不实施PCC干预措施的因素。方法:采用定性探索性方法。对10名保健专业人员和3名医院行政管理人员进行了访谈,他们具有在阿戈戈长老会医院提供产妇保健服务的经验,并有能力提供有关产妇保健问题的信息。数据分析采用Braun和Clarke的主题内容分析方法。结果:该研究确定了在医疗保健系统中实施PCC的主要障碍。与会者描述了保健提供者之间的知识差距、工作量过大、角色混淆、缺乏PCC指南和基础设施、人力和财政资源不足以及工作人员缺乏支持和动机是在卫生保健系统中实施PCC的障碍。他们建议需要人力资源的能力建设、具体的PCC指南、职位描述和可持续的资助机制,以加强卫生保健系统,使PCC有效实施。结论:本研究揭示的挑战为决策者和卫生保健机构解决卫生保健系统中的隐性障碍提供了见解,促进PCC作为孕产妇保健服务的一部分,以确保最佳的孕前孕产妇健康,降低孕产妇死亡率。
{"title":"'The silent struggles': a qualitative exploration of factors influencing non-implementation of preconception care in Agogo Presbyterian Hospital.","authors":"Vivian Appiah-Ankobeah, Josephine Mpomaa Kyei, Vivian Efua Senoo-Dogbey","doi":"10.1136/bmjph-2025-003468","DOIUrl":"https://doi.org/10.1136/bmjph-2025-003468","url":null,"abstract":"<p><strong>Introduction: </strong>Preconception care (PCC) is an important health promotion intervention aimed at optimising the health of women of reproductive age before pregnancy to reduce maternal mortality. However, the quest for its implementation within the healthcare system remains a significant challenge in Ghana. Understanding the views of healthcare professionals and hospital administrative managers is vital for identifying feasible strategies to address challenges. The study sought to explore factors influencing the non-implementation of PCC interventions at Agogo Presbyterian Hospital.</p><p><strong>Methods: </strong>A qualitative exploratory approach was used. 10 healthcare professionals and three hospital administrative managers with experience in providing maternal healthcare services and the ability to provide information on maternal health issues at Agogo Presbyterian Hospital were interviewed. Data analysis was conducted using Braun and Clarke's thematic content analysis approach.</p><p><strong>Result: </strong>The study identified key barriers to PCC implementation within the healthcare system. The participants described knowledge gaps among care providers, excessive workload, role confusion, the unavailability of PCC guidelines and infrastructure, inadequate human and financial resources and a lack of support and motivation of staff as hurdles to PCC implementation in the healthcare system. They suggested the need for capacity building of human resources, specific PCC guidelines, job descriptions and sustainable funding mechanisms to strengthen the healthcare system for effective PCC implementation.</p><p><strong>Conclusion: </strong>The challenges revealed by this study provide policymakers and healthcare institutions with insights to address the implicit barriers in the healthcare system to promote the practice of PCC as part of maternal healthcare services to ensure optimal maternal health before conception and to decrease maternal mortality rates.</p>","PeriodicalId":101362,"journal":{"name":"BMJ public health","volume":"4 1","pages":"e003468"},"PeriodicalIF":0.0,"publicationDate":"2026-02-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12927341/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"147286890","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Functional impact of long COVID among healthcare workers with comorbidities in Quebec, Canada: a cross-sectional study. 加拿大魁北克省有合并症的医护人员长期COVID对功能的影响:一项横断面研究
Pub Date : 2026-02-17 eCollection Date: 2026-01-01 DOI: 10.1136/bmjph-2025-004108
Sabine Isangwe, Denis Talbot, Marie-France Coutu, Elisabeth Canitrot, Simon Décary, Emilia Liana Falcone, Manale Ouakki, Philippe Latouche, Alain Piché, Marc Simard, Marianne Balem, Gaston De Serres, Sara Carazo

Introduction: Long COVID is a frequent post-infectious chronic condition that impacts quality of life and work performance. Whether individuals with comorbidities experience a greater functional impact of long COVID is unknown. We evaluated the functional impact of long COVID among healthcare workers (HCWs) with chronic cardiovascular diseases, chronic respiratory diseases, obesity or a history of depression, and compared it with that of HCWs without comorbidities.

Methods: We conducted a cross-sectional study in Quebec, Canada. We compared self-reported long COVID cases to COVID-19-infected controls without long COVID on work ability, work functioning, health-related absenteeism, dyspnoea-associated impairment and psychological distress among HCWs (a) with at least one of the four comorbidities, (b) with each of the four comorbidities and (c) without comorbidities. We used inverse probability of exposure and robust Poisson regressions to estimate adjusted prevalence differences (aPD) and prevalence ratios. Comorbidity data were obtained from the Quebec integrated chronic disease surveillance system.

Results: A total of 3754 and 8439 HCWs with and without comorbidities, respectively, were included. Among HCWs with at least one of the four comorbidities, long COVID was associated with higher prevalence of low work ability (aPD=15%, 95% CI: 12% to 18%), low work functioning (aPD=27%, 95% CI: 22% to 31%), health-related long-term absenteeism (aPD=8%, 95% CI: 5% to 11%), dyspnoea-associated impairment (aPD=23%, 95% CI: 19% to 26%) and psychological distress (aPD=24%, 95% CI: 20% to 28%). aPDs were greater among HCWs with comorbidities than among those without for low work ability (p=0.013 for interaction), for low work functioning (p=0.034) and for dyspnoea-associated impairment (p<0.001).

Conclusion: Long COVID is associated with significant functional impairment among HCWs with pre-existing chronic conditions. HCWs with at least one of the four comorbidities experience lower work ability, lower work functioning and more dyspnoea-associated impairment compared with those without comorbidities.

长冠肺炎是一种常见的感染后慢性疾病,影响生活质量和工作表现。患有合并症的个体是否会因长期COVID而受到更大的功能影响尚不清楚。我们评估了长期COVID对患有慢性心血管疾病、慢性呼吸道疾病、肥胖或抑郁史的医护人员(HCWs)的功能影响,并将其与无合并症的医护人员进行了比较。方法:我们在加拿大魁北克进行了一项横断面研究。我们比较了自我报告的长时间COVID病例与没有长时间COVID的COVID-19感染对照组的工作能力、工作功能、与健康相关的缺勤、呼吸困难相关的损害和心理困扰,其中医护人员(a)至少有四种合并症中的一种,(b)有四种合并症中的每一种,(c)没有合并症。我们使用暴露逆概率和稳健泊松回归来估计校正患病率差异(aPD)和患病率比。共病数据来自魁北克综合慢性病监测系统。结果:共纳入3754例和8439例合并和不合并合并症的HCWs。在至少有四种合共病之一的医护人员中,长COVID与低工作能力(aPD=15%, 95% CI: 12%至18%)、低工作功能(aPD=27%, 95% CI: 22%至31%)、与健康相关的长期缺勤(aPD=8%, 95% CI: 5%至11%)、呼吸困难相关的损害(aPD=23%, 95% CI: 19%至26%)和心理困扰(aPD=24%, 95% CI: 20%至28%)的患病率较高相关。在低工作能力(相互作用p=0.013)、低工作功能(p=0.034)和呼吸困难相关损害(p)方面,有共病的医护人员的apd高于无共病的医护人员。结论:在已有慢性疾病的医护人员中,长COVID与显著的功能损害相关。与没有合并症的患者相比,患有以上四种合并症中至少一种的HCWs工作能力较低,工作功能较低,呼吸困难相关损害较多。
{"title":"Functional impact of long COVID among healthcare workers with comorbidities in Quebec, Canada: a cross-sectional study.","authors":"Sabine Isangwe, Denis Talbot, Marie-France Coutu, Elisabeth Canitrot, Simon Décary, Emilia Liana Falcone, Manale Ouakki, Philippe Latouche, Alain Piché, Marc Simard, Marianne Balem, Gaston De Serres, Sara Carazo","doi":"10.1136/bmjph-2025-004108","DOIUrl":"https://doi.org/10.1136/bmjph-2025-004108","url":null,"abstract":"<p><strong>Introduction: </strong>Long COVID is a frequent post-infectious chronic condition that impacts quality of life and work performance. Whether individuals with comorbidities experience a greater functional impact of long COVID is unknown. We evaluated the functional impact of long COVID among healthcare workers (HCWs) with chronic cardiovascular diseases, chronic respiratory diseases, obesity or a history of depression, and compared it with that of HCWs without comorbidities.</p><p><strong>Methods: </strong>We conducted a cross-sectional study in Quebec, Canada. We compared self-reported long COVID cases to COVID-19-infected controls without long COVID on work ability, work functioning, health-related absenteeism, dyspnoea-associated impairment and psychological distress among HCWs (a) with at least one of the four comorbidities, (b) with each of the four comorbidities and (c) without comorbidities. We used inverse probability of exposure and robust Poisson regressions to estimate adjusted prevalence differences (aPD) and prevalence ratios. Comorbidity data were obtained from the Quebec integrated chronic disease surveillance system.</p><p><strong>Results: </strong>A total of 3754 and 8439 HCWs with and without comorbidities, respectively, were included. Among HCWs with at least one of the four comorbidities, long COVID was associated with higher prevalence of low work ability (aPD=15%, 95% CI: 12% to 18%), low work functioning (aPD=27%, 95% CI: 22% to 31%), health-related long-term absenteeism (aPD=8%, 95% CI: 5% to 11%), dyspnoea-associated impairment (aPD=23%, 95% CI: 19% to 26%) and psychological distress (aPD=24%, 95% CI: 20% to 28%). aPDs were greater among HCWs with comorbidities than among those without for low work ability (p=0.013 for interaction), for low work functioning (p=0.034) and for dyspnoea-associated impairment (p<0.001).</p><p><strong>Conclusion: </strong>Long COVID is associated with significant functional impairment among HCWs with pre-existing chronic conditions. HCWs with at least one of the four comorbidities experience lower work ability, lower work functioning and more dyspnoea-associated impairment compared with those without comorbidities.</p>","PeriodicalId":101362,"journal":{"name":"BMJ public health","volume":"4 1","pages":"e004108"},"PeriodicalIF":0.0,"publicationDate":"2026-02-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12927349/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"147286817","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Multilevel associations between prostate cancer testing and socioeconomic position: a population-based register study from Stockholm, Sweden. 前列腺癌检测与社会经济地位之间的多层次关联:瑞典斯德哥尔摩一项基于人群的登记研究。
Pub Date : 2026-02-17 eCollection Date: 2026-01-01 DOI: 10.1136/bmjph-2025-003493
Balram Rai, Marta Rado, Anna Sara Oberg, Ralf Kuja-Halkola, Mark S Clements

Introduction: Prostate cancer testing is associated with both individual and area-level socioeconomic position (SEP), but the multilevel nature of this association is unclear and contribution of SEP to the spatial variation is unknown. This study investigated the association of widespread opportunistic prostate-specific antigen (PSA) testing with SEP measures and quantified the extent to which multilevel measures of SEP contributed to the observed spatial variation in PSA testing.

Methods: A population-based register study was conducted, encompassing 471 335 men aged 40 years and older without a prior prostate cancer diagnosis residing in the Stockholm region in 2016. We used hierarchical Bayesian logistic regression models with spatial random effects to estimate the associations between PSA testing and SEP measures.

Results: Men aged 70-79 in the highest income quartile had the highest proportion (35.2%, 95% CI 34.5% to 35.9%) of PSA testing in 2016. Adjusting for age and spatial variation, men with at least 12 years of education for having a PSA test had a 22% (95% CI 19% to 25%) higher odds compared with men with less than 9 years of education. For small area level variance in PSA testing, the highest proportion (42.0%) explained was seen for income.

Conclusions: The findings suggest a moderate association between opportunistic prostate cancer testing and SEP measures at the individual and area levels. The SEP measures at the individual and area levels substantially explained the spatial variation in PSA testing, where income was the strongest driver. Future strategies for prostate cancer testing should be aware of SEP differentials at both individual and area level to reduce socioeconomic inequities in incidence and mortality.

前列腺癌检测与个体和地区水平的社会经济地位(SEP)相关,但这种关联的多水平性质尚不清楚,SEP对空间变异的贡献尚不清楚。本研究调查了广泛的机会性前列腺特异性抗原(PSA)检测与SEP测量的关系,并量化了SEP的多水平测量对PSA检测中观察到的空间变化的影响程度。方法:进行了一项基于人群的登记研究,纳入了2016年居住在斯德哥尔摩地区的471 335名年龄在40岁及以上、没有前列腺癌诊断的男性。我们使用具有空间随机效应的分层贝叶斯逻辑回归模型来估计PSA检测与SEP测量之间的关联。结果:2016年,收入最高的四分位数中70-79岁的男性PSA检测比例最高(35.2%,95% CI 34.5%至35.9%)。调整年龄和空间差异后,与受教育程度低于9年的男性相比,接受过至少12年PSA测试的男性患前列腺癌的几率高出22% (95% CI 19% - 25%)。对于PSA检测的小区域水平方差,收入的解释比例最高(42.0%)。结论:研究结果表明机会性前列腺癌检测与个体和区域水平的SEP测量之间存在适度关联。个体和地区水平的SEP测量基本上解释了PSA测试的空间差异,其中收入是最强大的驱动因素。未来的前列腺癌检测策略应该意识到个体和地区层面的SEP差异,以减少发病率和死亡率的社会经济不平等。
{"title":"Multilevel associations between prostate cancer testing and socioeconomic position: a population-based register study from Stockholm, Sweden.","authors":"Balram Rai, Marta Rado, Anna Sara Oberg, Ralf Kuja-Halkola, Mark S Clements","doi":"10.1136/bmjph-2025-003493","DOIUrl":"https://doi.org/10.1136/bmjph-2025-003493","url":null,"abstract":"<p><strong>Introduction: </strong>Prostate cancer testing is associated with both individual and area-level socioeconomic position (SEP), but the multilevel nature of this association is unclear and contribution of SEP to the spatial variation is unknown. This study investigated the association of widespread opportunistic prostate-specific antigen (PSA) testing with SEP measures and quantified the extent to which multilevel measures of SEP contributed to the observed spatial variation in PSA testing.</p><p><strong>Methods: </strong>A population-based register study was conducted, encompassing 471 335 men aged 40 years and older without a prior prostate cancer diagnosis residing in the Stockholm region in 2016. We used hierarchical Bayesian logistic regression models with spatial random effects to estimate the associations between PSA testing and SEP measures.</p><p><strong>Results: </strong>Men aged 70-79 in the highest income quartile had the highest proportion (35.2%, 95% CI 34.5% to 35.9%) of PSA testing in 2016. Adjusting for age and spatial variation, men with at least 12 years of education for having a PSA test had a 22% (95% CI 19% to 25%) higher odds compared with men with less than 9 years of education. For small area level variance in PSA testing, the highest proportion (42.0%) explained was seen for income.</p><p><strong>Conclusions: </strong>The findings suggest a moderate association between opportunistic prostate cancer testing and SEP measures at the individual and area levels. The SEP measures at the individual and area levels substantially explained the spatial variation in PSA testing, where income was the strongest driver. Future strategies for prostate cancer testing should be aware of SEP differentials at both individual and area level to reduce socioeconomic inequities in incidence and mortality.</p>","PeriodicalId":101362,"journal":{"name":"BMJ public health","volume":"4 1","pages":"e003493"},"PeriodicalIF":0.0,"publicationDate":"2026-02-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12927357/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"147286830","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
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