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The global burden of climate-sensitive diseases in Brazil: the national and subnational estimates and analysis, 1990-2017. 巴西气候敏感疾病的全球负担:1990-2017年国家和地方估计与分析。
IF 3.2 2区 医学 Q2 PUBLIC, ENVIRONMENTAL & OCCUPATIONAL HEALTH Pub Date : 2025-07-07 DOI: 10.1186/s12963-025-00385-x
Tatiane C Moraes de Sousa, Christovam Barcellos, Mauricio L Barreto

Background: Climatic factors have been associated with the occurrence of several diseases known as climate-sensitive diseases (CSDs). We selected the following categories of disease to represent CSDs for this study: vector-borne diseases (dengue, leishmaniasis, malaria, schistosomiasis, yellow fever, and zika), infectious-diseases (respiratory infections), non-communicable diseases (chronic respiratory and cardiovascular diseases) and water-borne diseases (diarrhea). This study aimed to describe the historical trends and spatial distribution of mortality and morbidity of these selected Climate Sensitive Diseases in Brazil between 1990 and 2017. The analysis is based on findings obtained by the 2017 Brazilian Global Burden of Diseases (GBD) Study.

Methods: Yearly CSD data was taken from the 2017 Brazilian GBD Study for the years between 1990 and 2017. This data was organized by age group and sex at the country level, for 26 states and one Federal District (known as Federative Units), and at the regional level.

Results: Cardiovascular and respiratory diseases presented the greatest disability adjusted life-years (DALYs) in Brazil, followed by chronic and infectious respiratory diseases, although only a small fraction could be attributed to climate changes. Among the vector-borne diseases, the burden of leishmaniasis and malaria have decreased since 1990, while the burden of dengue has increased. The burden of other vector-borne diseases (malaria and yellow fever) increased since 2015, in addition to the recent introduction of zika virus in Brazil. The GBD rates of infectious diseases were greater in predominately the Amazon and northeast regions. This finding contrasts with dengue and zika for which an increase in DALYs rate was observed southeast and central-west, besides the northeast region. The lowest DALYs rates for dengue were observed in the south region, which also experiences the lowest temperatures.

Conclusions: The burden of CSDs in Brazil has increased since 1990 considering non-communicable and communicable diseases. The potential impact of climate change on such diseases must be evaluated considering disease dynamics and spatial specificities, such as land cover and climate patterns. The main challenges in Brazil related to CSDs are the investments needed for research regarding the increase in the burden of CSDs, for vector control and social health determinants mitigation.

背景:气候因素与几种被称为气候敏感性疾病(CSDs)的疾病的发生有关。我们选择以下疾病类别来代表本研究的CSDs:媒介传播疾病(登革热、利什曼病、疟疾、血吸虫病、黄热病和寨卡病毒)、传染病(呼吸道感染)、非传染性疾病(慢性呼吸道和心血管疾病)和水传播疾病(腹泻)。本研究旨在描述1990年至2017年巴西这些气候敏感疾病死亡率和发病率的历史趋势和空间分布。该分析基于2017年巴西全球疾病负担(GBD)研究的结果。方法:从1990年至2017年的2017年巴西GBD研究中获取年度CSD数据。这些数据是在国家一级按年龄组和性别组织的,涉及26个州和一个联邦区(称为联邦单位),以及在区域一级。结果:在巴西,心血管疾病和呼吸系统疾病是最大的残疾调整生命年(DALYs),其次是慢性和传染性呼吸系统疾病,尽管只有一小部分可归因于气候变化。在病媒传播的疾病中,利什曼病和疟疾的负担自1990年以来有所减轻,而登革热的负担有所增加。自2015年以来,除了最近在巴西传入寨卡病毒外,其他病媒传播疾病(疟疾和黄热病)的负担也有所增加。传染病的GBD率主要在亚马逊和东北地区较高。这一发现与登革热和寨卡病毒形成对比,除了东北部地区外,东南部和中西部地区也观察到DALYs率上升。在气温最低的南部地区,登革热的伤残调整生命年发病率最低。结论:考虑到非传染性和传染性疾病,巴西CSDs的负担自1990年以来有所增加。气候变化对这类疾病的潜在影响必须考虑到疾病动态和空间特殊性,如土地覆盖和气候模式,加以评估。在巴西,与可持续发展疾病有关的主要挑战是,需要投资进行有关增加可持续发展疾病负担的研究、媒介控制和减轻社会健康决定因素。
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引用次数: 0
Forecasting life expectancy in São Paulo City, Brazil, amidst the COVID-19 pandemic. 预测2019冠状病毒病大流行期间巴西<s:1>圣保罗市的预期寿命。
IF 3.2 2区 医学 Q2 PUBLIC, ENVIRONMENTAL & OCCUPATIONAL HEALTH Pub Date : 2025-07-06 DOI: 10.1186/s12963-025-00397-7
Maria L Miranda, Cassio M Turra, Ugofilippo Basellini

Background: The COVID-19 pandemic has significantly increased mortality rates, disrupting historical trends and making it challenging to forecast future life expectancy levels. São Paulo, the first city in Brazil to report a COVID-19 case and death, saw a decrease of over four years in life expectancy at birth for males and over three years for females between 2019 and 2021. São Paulo has been at the forefront of the demographic transition in the country and experienced a nonlinear mortality decline over the twentieth century. The city's historical mortality trajectory and the disruptive effects of COVID-19 have introduced challenges to mortality forecasting.

Methods: In this study, we used a unique dataset dating 1920-2022 to forecast life expectancy in São Paulo until 2050 using the Lee-Carter and Lee-Miller methods. Mortality rates were obtained from a combination of deaths gathered by the SEADE Foundation (SEADE) and population collected by the Brazilian Institute of Geography and Statistics. To mitigate the dependency on the fitting period's choice and better incorporate the effects of the recent mortality shock, we used different baseline periods, using all years from 1920 to 1995 as the starting year of the analysis and six scenarios for post-pandemic mortality levels. Prediction intervals were derived from simulated trajectories of the models' time indices. Based on 73,200 simulations for each year between 2023 and 2050, we synthesized the resulting life expectancy forecasts into median values and 95% prediction intervals (PI).

Results: By 2050, we predict that life expectancy at birth in São Paulo will reach approximately 81.4 years for men and 88.3 years for women. Also, within the 95% PI, we estimated that by 2045, male life expectancy could reach the levels of best-performing countries.

Conclusions: Our approach is among the first attempts to forecast mortality in the presence of shocks. Additionally, by evaluating different baseline periods, we advocate for the adoption of more accurate forecasting strategies, particularly in contexts of recent mortality decline. These findings provide valuable resources for policymakers and researchers working to address public health challenges arising from the pandemic and plan for the future well-being of many populations.

背景:2019冠状病毒病(COVID-19)大流行显著增加了死亡率,扰乱了历史趋势,并使预测未来预期寿命水平变得具有挑战性。圣保罗是巴西第一个报告COVID-19病例和死亡的城市,在2019年至2021年期间,男性出生时预期寿命减少了4年多,女性预期寿命减少了3年多。圣保罗一直处于该国人口转型的最前沿,在20世纪经历了非线性的死亡率下降。该市的历史死亡率轨迹和COVID-19的破坏性影响给死亡率预测带来了挑战。方法:在本研究中,我们使用了一个1920-2022年的独特数据集,使用Lee-Carter和Lee-Miller方法预测了圣保罗到2050年的预期寿命。死亡率是根据SEADE基金会收集的死亡人数和巴西地理与统计研究所收集的人口数据综合得出的。为了减轻对拟合期选择的依赖,并更好地纳入近期死亡率冲击的影响,我们使用了不同的基线期,使用1920年至1995年的所有年份作为分析的起始年份,并使用了大流行后死亡率水平的六种情景。预测区间由模型时间指数的模拟轨迹推导而来。基于2023年至2050年间每年73,200次模拟,我们将所得的预期寿命预测综合为中位数和95%预测区间(PI)。结果:到2050年,我们预测圣保罗出生时的预期寿命将达到男性约81.4岁,女性约88.3岁。此外,在95%的PI范围内,我们估计到2045年,男性预期寿命可以达到表现最好的国家的水平。结论:我们的方法是在休克情况下预测死亡率的首批尝试之一。此外,通过评估不同的基准期,我们提倡采用更准确的预测策略,特别是在最近死亡率下降的背景下。这些发现为决策者和研究人员应对大流行带来的公共卫生挑战并为许多人口的未来福祉制定计划提供了宝贵的资源。
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引用次数: 0
Excess and reduced work absence during COVID-19 in Poland: insights from cause-specific time-series models. 波兰2019冠状病毒病期间旷工过多和减少:来自特定原因时间序列模型的见解
IF 3.2 2区 医学 Q2 PUBLIC, ENVIRONMENTAL & OCCUPATIONAL HEALTH Pub Date : 2025-07-02 DOI: 10.1186/s12963-025-00400-1
Błażej Łyszczarz, Jakub Wojtasik

Background: The COVID-19 pandemic profoundly disrupted workplace attendance, yet its impact on cause-specific work absence remains largely unexplored.

Aim: To estimate the cause-specific excess/reduced work absence associated with COVID-19 in Poland.

Methods: Following the concept of excess mortality, we define excess work absence as the difference between observed and expected absence, where the latter reflects the level anticipated in the absence of the pandemic. Using time-series analysis (Seasonal Autoregressive Integrated Moving Average) on pre-pandemic (2012-2019) quarterly (Q) social insurance data, we forecasted absence rates for disease groups (classified by ICD-10 chapters) and caregiving-related absenteeism. Forecasted absence rates were then compared to observed values during 2020-2024, allowing for the identification of excess or reduced work absence.

Results: We observed notable deviations in work absence rates during the pandemic period (until the end of Q1-2022). The highest excess absence was identified in caregiving-related absenteeism at the pandemic's onset, exceeding expected levels by over fivefold. A mental health crisis that began with the pandemic resulted in four consecutive quarters of excess absence, reaching a 54% excess in Q2-2020. We identified a notable excess absence in three ICD-10 chapters that reflect the indirect effects of the pandemic, such as increased diagnostic uncertainty, modified coding practices during early COVID-19 waves, and widespread implementation of public health interventions. Absence rates were lower than expected in neoplasms, endocrine and digestive diseases until the end of the pandemic period, likely reflecting reduced healthcare accessibility. Similarly, absence related to injuries and poisoning was below the expected level until mid-2022, indicating decreased social mobility.

Conclusions: COVID-19 substantially reshaped work absence patterns in Poland, particularly during the early pandemic phase. Pronounced increases and decreases were identified across disease categories. These diverging trends plausibly reflect both the COVID-19's effects on the development of other conditions and disruptions in healthcare access. These findings highlight the need for disease-specific policy responses to mitigate future health crises and ensure continuity of care during pandemics.

背景:2019冠状病毒病大流行严重扰乱了工作场所的出勤率,但其对特定原因缺勤的影响在很大程度上仍未得到探索。目的:估计波兰与COVID-19相关的特定原因的超时/减少缺勤情况。方法:根据超额死亡率的概念,我们将超额缺勤定义为观察到的缺勤与预期缺勤之间的差额,其中后者反映了在没有大流行的情况下的预期水平。利用大流行前(2012-2019)季度(Q)社会保险数据的时间序列分析(季节性自回归综合移动平均线),我们预测了疾病组(按ICD-10章节分类)和护理相关缺勤率。然后将预测的缺勤率与2020-2024年的观测值进行比较,从而确定缺勤率是否过高或降低。结果:我们观察到,在疫情期间(直到2022年第一季度末),缺勤率出现了显著偏差。在大流行开始时,与护理相关的缺勤率最高,超出预期水平五倍以上。从大流行开始的精神健康危机导致连续四个季度缺勤,2020年第二季度缺勤率达到54%。我们在ICD-10的三个章节中发现了明显的过度缺失,这些章节反映了大流行的间接影响,例如诊断不确定性增加、早期COVID-19浪潮期间编码实践的修改以及公共卫生干预措施的广泛实施。直到大流行时期结束,肿瘤、内分泌和消化系统疾病的缺勤率低于预期,这可能反映了获得保健服务的机会减少。同样,直到2022年中期,与受伤和中毒有关的缺勤率低于预期水平,表明社会流动性下降。结论:COVID-19严重改变了波兰的缺勤模式,特别是在大流行早期阶段。在各种疾病类别中都发现了明显的增加和减少。这些不同的趋势似乎既反映了COVID-19对其他疾病发展的影响,也反映了获得医疗服务的中断。这些发现突出表明,需要针对特定疾病采取政策应对措施,以减轻未来的卫生危机,并确保大流行期间的护理连续性。
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引用次数: 0
Non-linear correlation between the ratio of high-density lipoprotein cholesterol to C-reactive protein and all-cause mortality in adults: an extensive study based on nationwide data. 成人高密度脂蛋白胆固醇与c反应蛋白比值与全因死亡率之间的非线性关系:一项基于全国数据的广泛研究。
IF 3.2 2区 医学 Q2 PUBLIC, ENVIRONMENTAL & OCCUPATIONAL HEALTH Pub Date : 2025-07-01 DOI: 10.1186/s12963-025-00396-8
Shujuan Qiu, Jinhua Zhu, Mengxue Yuan, Zhentao Guo

Background: Previous research has explored the association between the ratio of high-density lipoprotein cholesterol to C-reactive protein (HDL-C/CRP) and the mortality risk in individuals with heart failure. This study aims to investigate the correlation between HDL-C/CRP ratio and all-cause mortality through the analysis of extensive data derived from the general public.

Methods: This study analyzed NHANES data and surveyed 28,544 adults from America. Survival outcomes were evaluated using Kaplan-Meier curves, while a survey-weighted multivariable Cox proportional hazards model was employed. Restricted cubic splines (RCS) and hierarchical analysis were used to investigate associations and interactions, respectively. Additionally, the ability of lnHDL-C/CRP to predict all-cause death was assessed using receiver operating characteristic curves.

Results: During a mean follow-up period of 156.5 months, 5965 (20.9%) died from any cause. Weighted RCS analysis revealed an L-shaped association between HDL-C/CRP ratio and all-cause mortality. Below a lnHDL-C/CRP of 6.65 (HDL-C/CRP ratio of 773), the likelihood of all-cause death decreased by 14% with every 1-point rise in lnHDL-C/CRP [HR (95% CI) 0.86 (0.81, 0.90)]. Including lnHDL-C/CRP in the baseline risk model significantly enhanced its predictive power for mortality. Consistent findings were observed in subgroups, with individuals under 60 years or with a BMI over 30 showing a stronger correlation between HDL-C/CRP ratio and overall mortality risk.

Conclusions: The association between HDL-C/CRP ratio and overall mortality in the general US adult population is non-linear, particularly significant in adults under 60 years old and obese individuals. HDL-C/CRP ratio could be regarded as a potential marker for assessing mortality risk.

背景:以往的研究已经探讨了高密度脂蛋白胆固醇与c反应蛋白(HDL-C/CRP)的比值与心力衰竭患者死亡风险之间的关系。本研究旨在通过分析来自公众的大量数据,探讨HDL-C/CRP比值与全因死亡率之间的关系。方法:本研究分析了NHANES数据,调查了来自美国的28,544名成年人。采用Kaplan-Meier曲线评估生存结果,采用调查加权多变量Cox比例风险模型。限制三次样条(RCS)和层次分析分别用于研究关联和相互作用。此外,使用受试者工作特征曲线评估lnHDL-C/CRP预测全因死亡的能力。结果:平均随访156.5个月,死亡5965例(20.9%)。加权RCS分析显示HDL-C/CRP比值与全因死亡率呈l型相关。lnHDL-C/CRP低于6.65 (HDL-C/CRP比值为773),lnHDL-C/CRP每升高1点,全因死亡的可能性降低14% [HR (95% CI) 0.86(0.81, 0.90)]。在基线风险模型中加入lnHDL-C/CRP可显著提高其对死亡率的预测能力。在亚组中观察到一致的结果,60岁以下或BMI超过30的个体显示HDL-C/CRP比率与总体死亡风险之间存在更强的相关性。结论:HDL-C/CRP比值与美国普通成年人总体死亡率之间的关系是非线性的,在60岁以下的成年人和肥胖者中尤为显著。HDL-C/CRP比值可作为评估死亡风险的潜在指标。
{"title":"Non-linear correlation between the ratio of high-density lipoprotein cholesterol to C-reactive protein and all-cause mortality in adults: an extensive study based on nationwide data.","authors":"Shujuan Qiu, Jinhua Zhu, Mengxue Yuan, Zhentao Guo","doi":"10.1186/s12963-025-00396-8","DOIUrl":"10.1186/s12963-025-00396-8","url":null,"abstract":"<p><strong>Background: </strong>Previous research has explored the association between the ratio of high-density lipoprotein cholesterol to C-reactive protein (HDL-C/CRP) and the mortality risk in individuals with heart failure. This study aims to investigate the correlation between HDL-C/CRP ratio and all-cause mortality through the analysis of extensive data derived from the general public.</p><p><strong>Methods: </strong>This study analyzed NHANES data and surveyed 28,544 adults from America. Survival outcomes were evaluated using Kaplan-Meier curves, while a survey-weighted multivariable Cox proportional hazards model was employed. Restricted cubic splines (RCS) and hierarchical analysis were used to investigate associations and interactions, respectively. Additionally, the ability of lnHDL-C/CRP to predict all-cause death was assessed using receiver operating characteristic curves.</p><p><strong>Results: </strong>During a mean follow-up period of 156.5 months, 5965 (20.9%) died from any cause. Weighted RCS analysis revealed an L-shaped association between HDL-C/CRP ratio and all-cause mortality. Below a lnHDL-C/CRP of 6.65 (HDL-C/CRP ratio of 773), the likelihood of all-cause death decreased by 14% with every 1-point rise in lnHDL-C/CRP [HR (95% CI) 0.86 (0.81, 0.90)]. Including lnHDL-C/CRP in the baseline risk model significantly enhanced its predictive power for mortality. Consistent findings were observed in subgroups, with individuals under 60 years or with a BMI over 30 showing a stronger correlation between HDL-C/CRP ratio and overall mortality risk.</p><p><strong>Conclusions: </strong>The association between HDL-C/CRP ratio and overall mortality in the general US adult population is non-linear, particularly significant in adults under 60 years old and obese individuals. HDL-C/CRP ratio could be regarded as a potential marker for assessing mortality risk.</p>","PeriodicalId":51476,"journal":{"name":"Population Health Metrics","volume":"23 1","pages":"32"},"PeriodicalIF":3.2,"publicationDate":"2025-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12211658/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144546081","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
How impact factors, including the COVID-19 pandemic, change the quality of life of the elderly. 包括COVID-19大流行在内的影响因素如何改变老年人的生活质量。
IF 3.2 2区 医学 Q2 PUBLIC, ENVIRONMENTAL & OCCUPATIONAL HEALTH Pub Date : 2025-07-01 DOI: 10.1186/s12963-025-00395-9
Shuang Cang, Yi Lu

Purpose: The worldwide population is facing the aging issue. Additionally, the COVID-19 pandemic has decreased the living standards of elders. Therefore, understanding the impact factors changing the quality of life of the elderly, and considering the effects of the COVID-19 pandemic, has become a focus for central and local governments, as well as individual families.

Methods: This study analyses newly designed comprehensive relationship networks related to the quality of life of elders in association with the COVID-19 phenomenon. Construct validity was assessed using exploratory factor analysis and confirmatory factor analysis. A partial least squares structural equation model was employed to identify the path relationships. Multiple logistic regression was conducted to investigate the impact of demographic information on the quality of life of the elderly.

Results: The findings indicate that the quality of life is directly and strongly influenced by factors such as psychological distress, COVID-19, quality of daily living, and group and individual activities. Companionship particularly affects the latter two factors for elderly individuals. Additionally, COVID-19 significantly impacts companionship due to the perceived isolation it brings to the elderly. Furthermore, the medical condition factor affects psychological distress, suggesting that the health status of the elderly influences their mental well-being. Moreover, the good diet quality factor strongly influences the spiritual and material aspects of life as well as the mental and physical health of elders. Other factors influencing the physical health of elders include demographics, gender, age, marital status, and homeownership status.

Conclusion: These findings show the necessity of taking care of, accompanying, and improving the medication conditions of the elderly, especially during the period of COVID-19.

目的:世界人口正面临老龄化问题。此外,2019冠状病毒病大流行降低了老年人的生活水平。因此,了解改变老年人生活质量的影响因素,并考虑新冠肺炎大流行的影响,已成为中央和地方政府以及个人家庭关注的重点。方法:本研究分析新设计的与COVID-19现象相关的老年人生活质量相关的综合关系网络。采用探索性因子分析和验证性因子分析评估结构效度。采用偏最小二乘结构方程模型识别路径关系。采用多元logistic回归分析人口统计信息对老年人生活质量的影响。结果:心理困扰、新冠肺炎、日常生活质量、群体和个人活动等因素对患者的生活质量有直接而强烈的影响。陪伴对老年人的后两个因素影响尤其大。此外,COVID-19给老年人带来了孤立感,严重影响了陪伴。此外,医疗条件因素影响心理困扰,表明老年人的健康状况影响其心理健康。此外,良好的饮食质量因素对老年人的精神和物质生活以及身心健康都有很大的影响。影响老年人身体健康的其他因素包括人口统计、性别、年龄、婚姻状况和房屋所有权状况。结论:护理、陪伴和改善老年人用药条件的必要性,特别是在新冠肺炎疫情期间。
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引用次数: 0
Navigating the next surge: a perspective on Egypt's preparedness and prospects for another COVID-19 outbreak. 引领下一个高峰:从埃及应对新冠肺炎疫情的准备和前景看
IF 3.2 2区 医学 Q2 PUBLIC, ENVIRONMENTAL & OCCUPATIONAL HEALTH Pub Date : 2025-07-01 DOI: 10.1186/s12963-025-00398-6
Aliaa A Elhosseiny, Mohamed Salama

The global COVID-19 pandemic has presented healthcare systems and economies with unprecedented challenges. Like many other countries, Egypt has experienced the pandemic's multifaceted effects. As new variants continue to emerge, countries are enhancing their preparedness and response strategies in anticipation of possible future outbreaks. This review article focuses on Egypt and discusses the impact of the COVID-19 pandemic on the country's economy. It also examines the country's preparedness for a potential resurgence of COVID-19. Further, it explores Egypt's vaccination campaign, discussing the progress in achieving population immunity and the potential challenges encountered. It also extends to the public health communication strategies employed by the government, investigating their efficacy in disseminating accurate information and fostering public adherence to safety measures. While recognizing progress, the article also flags possible gaps and opportunities for improvement in Egypt's pandemic preparedness.

全球COVID-19大流行给卫生保健系统和经济带来了前所未有的挑战。与许多其他国家一样,埃及经历了这一流行病的多方面影响。随着新的变体不断出现,各国正在加强防范和应对战略,以应对未来可能出现的疫情。这篇综述文章以埃及为重点,讨论了COVID-19大流行对该国经济的影响。它还审查了该国对COVID-19可能卷土重来的准备情况。此外,它探讨了埃及的疫苗接种运动,讨论了在实现人口免疫方面取得的进展和遇到的潜在挑战。它还延伸到政府采用的公共卫生宣传战略,调查其在传播准确信息和促进公众遵守安全措施方面的功效。在承认进展的同时,这篇文章也指出了埃及在大流行防范方面可能存在的差距和改进的机会。
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引用次数: 0
The impact of the COVID-19 pandemic on all-cause mortality and life expectancy in northern Ghana: findings from the Navrongo Health and Demographic Surveillance System. 2019冠状病毒病大流行对加纳北部全因死亡率和预期寿命的影响:纳夫龙戈健康和人口监测系统的调查结果。
IF 3.2 2区 医学 Q2 PUBLIC, ENVIRONMENTAL & OCCUPATIONAL HEALTH Pub Date : 2025-06-26 DOI: 10.1186/s12963-025-00389-7
Daniel K Azongo, Timothy Awine, Chodziwadziwa W Kabudula, Samuel Oladokun, Beth A Tippett Barr, Jean Bashingwa, Bawa Ayaga, Mumuni Abu, Patrick Adum Ansah

Background: Measurement of excess mortality attributable to the COVID-19 pandemic is essential for quantifying the direct and indirect effects on mortality and informing future public health control strategies. This study assessed the impact of COVID-19 on excess mortality and life expectancy at birth in rural northern Ghana.

Methods: Data was obtained from the Navrongo Health and Demographic Surveillance System (NHDSS) in Ghana. We computed the number of deaths and person-years contributed from January 1, 2015, to December 31, 2021, and estimated mortality rates for each year, age group, and gender. Mortality rate differences were calculated by comparing the period before (2018-2019) and during (2020-2021) the pandemic. To estimate excess mortality, a generalised additive model was fitted to the historical data from 2015 to 2019 to predict the expected mortality rates in the COVID-19 period (2020-2021). A Cox proportional hazards model was fitted to assess the risk factors associated with mortality, adjusting for socio-demographic variables. Conventional life table techniques were used to estimate period life expectancy at birth for males and females.

Results: Overall, 12,413 deaths and 1,227,115 person-years were included in the analysis. This consists of 5,930 (49%) deaths and 572,963 person-years for the pre-pandemic period (2015-2019) and 6,483 (52%) deaths and 654,153 person-years for the pandemic period (2020-2021). From 2020 to 2021, the crude mortality rate was 23.9 deaths per 1000 person-years compared with 20.7 deaths per 1000 person-years predicted if COVID-19 had not occurred. COVID-19 also caused a decline in life expectancy at birth, especially in males, by 3.4 years. In addition, the adjusted risk of dying during the pandemic was higher in males (12.1%) compared to females and higher in the 65 + years age group (69.2%) compared to the younger population.

Conclusion: The COVID-19 pandemic caused an increase in deaths and a decrease in life expectancy in the NHDSS population in Ghana, particularly among men and those aged 65 years and older. These results reinforce the critical role of routine surveillance data in assessing the impact of public health emergencies such as the COVID-19 pandemic and informing public health strategies.

背景:测量COVID-19大流行导致的超额死亡率对于量化对死亡率的直接和间接影响以及为未来的公共卫生控制战略提供信息至关重要。本研究评估了COVID-19对加纳北部农村地区过高死亡率和出生时预期寿命的影响。方法:数据来自加纳Navrongo健康和人口监测系统(NHDSS)。我们计算了2015年1月1日至2021年12月31日期间的死亡人数和贡献的人年数,并估计了每年、年龄组和性别的死亡率。死亡率差异是通过比较大流行之前(2018-2019年)和期间(2020-2021年)来计算的。为了估计超额死亡率,将2015年至2019年的历史数据拟合为广义加性模型,以预测2019冠状病毒病期间(2020-2021年)的预期死亡率。采用Cox比例风险模型评估与死亡率相关的危险因素,并对社会人口变量进行调整。使用传统的生命表技术来估计男性和女性出生时的预期寿命。结果:总体而言,分析中包括12,413例死亡和1,227,115人年。其中,大流行前期(2015-2019年)死亡5,930人(49%),572,963人年;大流行期间(2020-2021年)死亡6,483人(52%),654,153人年。从2020年到2021年,粗死亡率为每1000人年23.9人死亡,而如果没有发生COVID-19,预测的粗死亡率为每1000人年20.7人死亡。COVID-19还导致出生时预期寿命下降3.4岁,尤其是男性。此外,大流行期间调整后的死亡风险,男性(12.1%)高于女性,65岁以上年龄组(69.2%)高于年轻人群。结论:2019冠状病毒病大流行导致加纳NHDSS人群死亡人数增加,预期寿命缩短,尤其是男性和65岁及以上人群。这些结果强化了常规监测数据在评估COVID-19大流行等突发公共卫生事件影响和为公共卫生战略提供信息方面的关键作用。
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引用次数: 0
The impact of COVID-19 pandemic on mortality among adults receiving care for chronic health conditions in rural South Africa: findings from Agincourt health and socio-demographic surveillance system. 2019冠状病毒病大流行对南非农村接受慢性疾病治疗的成年人死亡率的影响:来自阿金库尔卫生和社会人口监测系统的调查结果
IF 3.2 2区 医学 Q2 PUBLIC, ENVIRONMENTAL & OCCUPATIONAL HEALTH Pub Date : 2025-06-23 DOI: 10.1186/s12963-025-00388-8
Daniel Ohene-Kwofie, Cyril Chironda, Jean Bashingwa, Tshegofatso Seabi, Audry Dube, Beth Tippett-Barr, Francesc Xavier Gómez-Olivé, Kathleen Kahn, Stephen Tollman, Chodziwadziwa W Kabudula

Background: Globally, the COVID-19 pandemic greatly interrupted healthcare programmes, and resulted in excess deaths. The age-specific mortality profile of the COVID-19 disease indicates that older people and those with comorbidities, specifically diabetes and hypertension, face a higher risk of mortality. In South Africa, excess deaths from natural causes in 2020 and 2021 were estimated to be nearly three times higher than the reported COVID-19 deaths. The study aims to characterise and compare mortality changes over the period 2015-2021 among individuals receiving care for HIV, hypertension and diabetes, in a rural South African setting.

Methods: Data from the Agincourt Health and Demographic Surveillance System and the Hospital-Clinic link system was used to characterise the sex and age-specific mortality patterns for HIV, hypertension, and diabetes for the period before (2015-2019) and during the COVID-19 pandemic (2020-2021). Cox regression model was used to investigate the risk factors associated with death before and during the COVID-19 period for individuals receiving care for these three major chronic conditions of interest in South Africa.

Results: Among individuals receiving care for chronic conditions in primary healthcare facilities there was a general increase across the years from 2015 to 2021; HIV from 23.3 to 48.8%; for hypertension from 31.1 to 46.1%; and for diabetes from 5.1 to 6.4%. Mortality rates, particularly among females, as well as individuals, aged 65+, increased from 2019 to 2021 (during the pandemic) reversing the progressive declining trend from 2016 to 2019. Mortality rate among persons with HIV, and diabetes or hypertension increased by up to 26% and 70%, respectively during the COVID-19 pandemic period, particularly among women. Differences were noted across individual and household factors, with age, sex, and education being associated with mortality risk for persons living with HIV, hypertension and/or diabetes.

Conclusions: This study shows increased mortality during the COVID-19 pandemic for individuals with chronic conditions in a rural South African setting, particularly among the elderly with hypertension, and diabetes, as well as those with comorbidity. The findings highlight the need to strengthen HIV, diabetes, and hypertension screening and care programmes to improve survival outcomes, especially in times of pandemics like COVID-19.

背景:在全球范围内,COVID-19大流行严重中断了卫生保健规划,并导致过多死亡。COVID-19疾病的年龄特异性死亡率概况表明,老年人和患有合并症(特别是糖尿病和高血压)的人面临更高的死亡风险。在南非,2020年和2021年自然原因造成的超额死亡人数估计比报告的COVID-19死亡人数高出近三倍。该研究旨在描述和比较南非农村地区2015-2021年期间接受艾滋病毒、高血压和糖尿病治疗的个人的死亡率变化。方法:利用阿金库尔健康和人口监测系统以及医院-诊所联系系统的数据,描述了2015-2019年和2020-2021年COVID-19大流行期间艾滋病毒、高血压和糖尿病的性别和年龄特异性死亡模式。使用Cox回归模型调查在南非接受这三种主要慢性病治疗的个人在COVID-19之前和期间与死亡相关的风险因素。结果:从2015年到2021年,在初级卫生保健机构接受慢性病治疗的个人总体呈上升趋势;艾滋病毒感染率从23.3%降至48.8%;高血压从31.1到46.1%;糖尿病从5.1%上升到6.4%。2019年至2021年(大流行期间),死亡率,特别是女性和65岁以上个人的死亡率有所上升,扭转了2016年至2019年逐步下降的趋势。在2019冠状病毒病大流行期间,艾滋病毒感染者和糖尿病或高血压患者的死亡率分别上升了26%和70%,特别是在妇女中。注意到个人和家庭因素之间的差异,年龄、性别和教育程度与艾滋病毒、高血压和/或糖尿病患者的死亡风险相关。结论:本研究表明,在2019冠状病毒病大流行期间,南非农村慢性病患者的死亡率有所上升,特别是患有高血压和糖尿病的老年人以及患有合并症的老年人。研究结果强调,需要加强艾滋病毒、糖尿病和高血压筛查和护理规划,以改善生存结果,特别是在2019冠状病毒病等大流行时期。
{"title":"The impact of COVID-19 pandemic on mortality among adults receiving care for chronic health conditions in rural South Africa: findings from Agincourt health and socio-demographic surveillance system.","authors":"Daniel Ohene-Kwofie, Cyril Chironda, Jean Bashingwa, Tshegofatso Seabi, Audry Dube, Beth Tippett-Barr, Francesc Xavier Gómez-Olivé, Kathleen Kahn, Stephen Tollman, Chodziwadziwa W Kabudula","doi":"10.1186/s12963-025-00388-8","DOIUrl":"10.1186/s12963-025-00388-8","url":null,"abstract":"<p><strong>Background: </strong>Globally, the COVID-19 pandemic greatly interrupted healthcare programmes, and resulted in excess deaths. The age-specific mortality profile of the COVID-19 disease indicates that older people and those with comorbidities, specifically diabetes and hypertension, face a higher risk of mortality. In South Africa, excess deaths from natural causes in 2020 and 2021 were estimated to be nearly three times higher than the reported COVID-19 deaths. The study aims to characterise and compare mortality changes over the period 2015-2021 among individuals receiving care for HIV, hypertension and diabetes, in a rural South African setting.</p><p><strong>Methods: </strong>Data from the Agincourt Health and Demographic Surveillance System and the Hospital-Clinic link system was used to characterise the sex and age-specific mortality patterns for HIV, hypertension, and diabetes for the period before (2015-2019) and during the COVID-19 pandemic (2020-2021). Cox regression model was used to investigate the risk factors associated with death before and during the COVID-19 period for individuals receiving care for these three major chronic conditions of interest in South Africa.</p><p><strong>Results: </strong>Among individuals receiving care for chronic conditions in primary healthcare facilities there was a general increase across the years from 2015 to 2021; HIV from 23.3 to 48.8%; for hypertension from 31.1 to 46.1%; and for diabetes from 5.1 to 6.4%. Mortality rates, particularly among females, as well as individuals, aged 65+, increased from 2019 to 2021 (during the pandemic) reversing the progressive declining trend from 2016 to 2019. Mortality rate among persons with HIV, and diabetes or hypertension increased by up to 26% and 70%, respectively during the COVID-19 pandemic period, particularly among women. Differences were noted across individual and household factors, with age, sex, and education being associated with mortality risk for persons living with HIV, hypertension and/or diabetes.</p><p><strong>Conclusions: </strong>This study shows increased mortality during the COVID-19 pandemic for individuals with chronic conditions in a rural South African setting, particularly among the elderly with hypertension, and diabetes, as well as those with comorbidity. The findings highlight the need to strengthen HIV, diabetes, and hypertension screening and care programmes to improve survival outcomes, especially in times of pandemics like COVID-19.</p>","PeriodicalId":51476,"journal":{"name":"Population Health Metrics","volume":"23 Suppl 2","pages":"30"},"PeriodicalIF":3.2,"publicationDate":"2025-06-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12186340/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144477837","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
A retrospective assessment of COVID-19 vulnerability index indicators and mortality rates pre-COVID-19 (2018-2020) and during COVID-19 (2020-2022) in a health and demographic surveillance site, Soweto, South Africa. 在南非索韦托的一个卫生和人口监测点回顾性评估COVID-19脆弱性指标和COVID-19前期(2018-2020年)和COVID-19期间(2020-2022年)的死亡率。
IF 3.2 2区 医学 Q2 PUBLIC, ENVIRONMENTAL & OCCUPATIONAL HEALTH Pub Date : 2025-06-20 DOI: 10.1186/s12963-025-00387-9
Takwanisa Machemedze, Chodziwadziwa Whiteson Kabudula, Jean Juste Harrisson Bashingwa, Beth A Tippett Barr, Nellie Myburgh, Sana Mahtab, Cleopas Hwinya, Stephen Tollman, Ziyaad Dangor, Shabir A Madhi

Background: Before COVID-19, knowledge on pandemic vulnerability and mortality in South Africa was largely limited to the context of HIV/AIDS. We evaluated mortality rates and risk of death, prior to and during the COVID-19 pandemic, in relation to an individual's COVID-19 vulnerability, based on a scoring algorithm developed in South Africa.

Methods: The analysis was undertaken using data from a health and demographic surveillance system (HDSS) in Soweto and Thembelihle, Gauteng, South Africa. Health and demographic population-based data have been collected from the HDSS area since 2018. Using indicators included in a COVID-19 Vulnerability Index, previously developed in South Africa, the current study established a composite COVID-19 vulnerability index, stratified into tertiles. The risk of death pre-COVID-19 (1 January 2018-28 February 2020) and during the COVID-19 period (1 March 2020-31 December 2021) was analysed. A Cox proportional hazard model was used to compare the risk of death between the two time periods. Statistical analyses were conducted using Stata software version 17.

Results: Before COVID-19, overall mortality rates were 8.1 (95% CI 7.6-8.8), 7.0 (95% CI 6.4-7.7) and 6.1 (95% CI 5.5-6.7) per 1000 person-years in the lowest, middle, and highest tertile of vulnerability index, respectively. All cause-mortality across all tertiles more than doubled during the COVID-19 period compared to pre-COVID-19 (15.5 against 7.2). The mortality rates during the COVID-19 era were 17.1 (95% CI 16.3-18.0), 14.5 (95% CI 13.4-15. 7) and 13.7 (95% CI 12.8-14.7) per 1000 person-years in the lowest, middle, and highest tertiles, respectively. Overall, individuals in the highest tertile of COVID-19 vulnerability were at a significantly lower risk of death relative to those in the lowest tertile (aHR 0.9, 95% CI 0.8-1.0, p < 0.05). The risk of dying during the COVID-19 period for vulnerable individuals was at least double compared to the pre-COVID-19 period for each of the individual vulnerability indicators.

Conclusions: All-cause mortality during the COVID-19 era was significantly higher than the pre- COVID-19 period, with the increase observed across all vulnerability tertiles. It is important to identify vulnerable individuals and communities during the early stages of a pandemic to inform prioritisation of public health intervention.

背景:在2019冠状病毒病之前,南非对大流行脆弱性和死亡率的认识主要局限于艾滋病毒/艾滋病。基于南非开发的评分算法,我们评估了COVID-19大流行之前和期间与个体COVID-19脆弱性相关的死亡率和死亡风险。方法:使用来自南非豪登省索韦托和塞姆贝利的健康和人口监测系统(HDSS)的数据进行分析。自2018年以来,从HDSS地区收集了基于人口的健康和人口数据。本研究利用先前在南非制定的COVID-19脆弱性指数中包含的指标,建立了按分类分层的COVID-19脆弱性综合指数。分析了COVID-19前(2018年1月1日至2020年2月28日)和COVID-19期间(2020年3月1日至2021年12月31日)的死亡风险。采用Cox比例风险模型比较两个时间段的死亡风险。采用Stata软件17进行统计分析。结果:新冠肺炎前,脆弱性指数最低、中位数和最高分位数的总死亡率分别为8.1 (95% CI 7.6 ~ 8.8)、7.0 (95% CI 6.4 ~ 7.7)和6.1 (95% CI 5.5 ~ 6.7) / 1000人年。与2019冠状病毒病之前相比,2019冠状病毒病期间所有类别的所有原因死亡率增加了一倍多(15.5比7.2)。COVID-19时期的死亡率分别为17.1 (95% CI 16.3-18.0)和14.5 (95% CI 13.4-15)。7)和13.7 (95% CI 12.8-14.7) / 1000人年。总体而言,COVID-19脆弱性最高分位数个体的死亡风险显著低于最低分位数个体(aHR 0.9, 95% CI 0.8-1.0, p)。结论:COVID-19时期的全因死亡率显著高于前COVID-19时期,所有脆弱性分位数均有所增加。重要的是在大流行的早期阶段确定易受伤害的个人和社区,以便为确定公共卫生干预的优先次序提供信息。
{"title":"A retrospective assessment of COVID-19 vulnerability index indicators and mortality rates pre-COVID-19 (2018-2020) and during COVID-19 (2020-2022) in a health and demographic surveillance site, Soweto, South Africa.","authors":"Takwanisa Machemedze, Chodziwadziwa Whiteson Kabudula, Jean Juste Harrisson Bashingwa, Beth A Tippett Barr, Nellie Myburgh, Sana Mahtab, Cleopas Hwinya, Stephen Tollman, Ziyaad Dangor, Shabir A Madhi","doi":"10.1186/s12963-025-00387-9","DOIUrl":"10.1186/s12963-025-00387-9","url":null,"abstract":"<p><strong>Background: </strong>Before COVID-19, knowledge on pandemic vulnerability and mortality in South Africa was largely limited to the context of HIV/AIDS. We evaluated mortality rates and risk of death, prior to and during the COVID-19 pandemic, in relation to an individual's COVID-19 vulnerability, based on a scoring algorithm developed in South Africa.</p><p><strong>Methods: </strong>The analysis was undertaken using data from a health and demographic surveillance system (HDSS) in Soweto and Thembelihle, Gauteng, South Africa. Health and demographic population-based data have been collected from the HDSS area since 2018. Using indicators included in a COVID-19 Vulnerability Index, previously developed in South Africa, the current study established a composite COVID-19 vulnerability index, stratified into tertiles. The risk of death pre-COVID-19 (1 January 2018-28 February 2020) and during the COVID-19 period (1 March 2020-31 December 2021) was analysed. A Cox proportional hazard model was used to compare the risk of death between the two time periods. Statistical analyses were conducted using Stata software version 17.</p><p><strong>Results: </strong>Before COVID-19, overall mortality rates were 8.1 (95% CI 7.6-8.8), 7.0 (95% CI 6.4-7.7) and 6.1 (95% CI 5.5-6.7) per 1000 person-years in the lowest, middle, and highest tertile of vulnerability index, respectively. All cause-mortality across all tertiles more than doubled during the COVID-19 period compared to pre-COVID-19 (15.5 against 7.2). The mortality rates during the COVID-19 era were 17.1 (95% CI 16.3-18.0), 14.5 (95% CI 13.4-15. 7) and 13.7 (95% CI 12.8-14.7) per 1000 person-years in the lowest, middle, and highest tertiles, respectively. Overall, individuals in the highest tertile of COVID-19 vulnerability were at a significantly lower risk of death relative to those in the lowest tertile (aHR 0.9, 95% CI 0.8-1.0, p < 0.05). The risk of dying during the COVID-19 period for vulnerable individuals was at least double compared to the pre-COVID-19 period for each of the individual vulnerability indicators.</p><p><strong>Conclusions: </strong>All-cause mortality during the COVID-19 era was significantly higher than the pre- COVID-19 period, with the increase observed across all vulnerability tertiles. It is important to identify vulnerable individuals and communities during the early stages of a pandemic to inform prioritisation of public health intervention.</p>","PeriodicalId":51476,"journal":{"name":"Population Health Metrics","volume":"23 Suppl 2","pages":"28"},"PeriodicalIF":3.2,"publicationDate":"2025-06-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12181823/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144337237","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
The global prevalence of single-child families with emphasis on influential factors: a comprehensive systematic review and meta-analysis. 全球独生子女家庭的流行及其影响因素:一项全面的系统回顾和荟萃分析。
IF 3.2 2区 医学 Q2 PUBLIC, ENVIRONMENTAL & OCCUPATIONAL HEALTH Pub Date : 2025-06-16 DOI: 10.1186/s12963-025-00393-x
Nader Salari, Pegah Heidarian, Amir Abdolmaleki, Kani Salim, Seyed Hamidreza Hashemian, Alireza Daneshkhah, Masoud Mohammadi

Background: Single-child families represent an expanded phenomenon in recent years due to prevailing socio-economic challenges. The single childbirth phenomenon can potentially cause negative population growth and undesirable effects on families. Thus, this study aimed to determine the prevalence (percent) of single-child families with an emphasis on interfering associated factors.

Methods: For paper collection, valid databases of PubMed, Embase, ScienceDirect, Web of Science, Scopus, and Google Scholar search engine were systematically searched. All relevant studies were transferred to EndNote software (v.8) for duplicate detection. Primary and secondary screenings were applied and eligible studies enrolled for meta-analysis (CMA v.2). In this regard, the random effect model was employed and the I² index was used for heterogeneity assessment.

Results: Following the examination of 33 studies, the prevalence (percent) of single-child families was found 41.3% (95% CI:33.1-49.9%). Meta-regression analysis revealed that following the acceleration in sample size and year of paper publication, the prevalence (percent) of single-child family increases and decreases (p < 0.05). Additionally, various influential factors effective on single-child families were listed as income status, financial difficulties, religious beliefs, educational level, and employment status.

Conclusion: According to the relatively high prevalence (percent) of single-child families and the influential impacts on families and communities, the findings of this study can provide valuable insights for policymakers to design appropriate policies and achieve demographic balance.

背景:近年来,由于普遍存在的社会经济挑战,独生子女家庭呈现出一种扩大的现象。独生子女现象可能会导致人口负增长和对家庭的不良影响。因此,本研究旨在确定独生子女家庭的患病率(百分比),并强调干扰相关因素。方法:对PubMed、Embase、ScienceDirect、Web of Science、Scopus、谷歌Scholar等有效数据库进行系统检索。将所有相关研究转移到EndNote软件(v.8)中进行重复检测。采用初级和次级筛查,并纳入符合条件的研究进行meta分析(CMA v.2)。对此,我们采用随机效应模型,并采用I²指数进行异质性评价。结果:通过对33项研究的检查,独生子女家庭的患病率(百分比)为41.3% (95% CI:33.1-49.9%)。元回归分析显示,随着样本量的增加和论文发表年份的增加,独生子女家庭的患病率(百分比)呈上升和下降趋势(p)。结论:鉴于独生子女家庭的较高患病率(百分比)及其对家庭和社区的影响,本研究结果可以为政策制定者制定适当的政策和实现人口平衡提供有价值的见解。
{"title":"The global prevalence of single-child families with emphasis on influential factors: a comprehensive systematic review and meta-analysis.","authors":"Nader Salari, Pegah Heidarian, Amir Abdolmaleki, Kani Salim, Seyed Hamidreza Hashemian, Alireza Daneshkhah, Masoud Mohammadi","doi":"10.1186/s12963-025-00393-x","DOIUrl":"10.1186/s12963-025-00393-x","url":null,"abstract":"<p><strong>Background: </strong>Single-child families represent an expanded phenomenon in recent years due to prevailing socio-economic challenges. The single childbirth phenomenon can potentially cause negative population growth and undesirable effects on families. Thus, this study aimed to determine the prevalence (percent) of single-child families with an emphasis on interfering associated factors.</p><p><strong>Methods: </strong>For paper collection, valid databases of PubMed, Embase, ScienceDirect, Web of Science, Scopus, and Google Scholar search engine were systematically searched. All relevant studies were transferred to EndNote software (v.8) for duplicate detection. Primary and secondary screenings were applied and eligible studies enrolled for meta-analysis (CMA v.2). In this regard, the random effect model was employed and the I² index was used for heterogeneity assessment.</p><p><strong>Results: </strong>Following the examination of 33 studies, the prevalence (percent) of single-child families was found 41.3% (95% CI:33.1-49.9%). Meta-regression analysis revealed that following the acceleration in sample size and year of paper publication, the prevalence (percent) of single-child family increases and decreases (p < 0.05). Additionally, various influential factors effective on single-child families were listed as income status, financial difficulties, religious beliefs, educational level, and employment status.</p><p><strong>Conclusion: </strong>According to the relatively high prevalence (percent) of single-child families and the influential impacts on families and communities, the findings of this study can provide valuable insights for policymakers to design appropriate policies and achieve demographic balance.</p>","PeriodicalId":51476,"journal":{"name":"Population Health Metrics","volume":"23 1","pages":"25"},"PeriodicalIF":3.2,"publicationDate":"2025-06-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12168348/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144310798","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
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