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Designing and Evaluating a Hierarchical Framework for Matching Food Outlets across Multi-sourced Geospatial Datasets: a Case Study of San Diego County 设计和评估多源地理空间数据集食品店匹配分层框架:圣地亚哥县案例研究
Pub Date : 2024-01-02 DOI: 10.1007/s11524-023-00817-9
Yanjia Cao, Jiue-An Yang, Atsushi Nara, Marta M. Jankowska

Research on retail food environment (RFE) relies on data availability and accuracy. However, the discrepancies in RFE datasets may lead to imprecision when measuring association with health outcomes. In this research, we present a two-tier hierarchical point of interest (POI) matching framework to compare and triangulate food outlets across multiple geospatial data sources. Two matching parameters were used including the geodesic distance between businesses and the similarity of business names according to Levenshtein distance (LD) and Double Metaphone (DM). Sensitivity analysis was conducted to determine thresholds of matching parameters. Our Tier 1 matching used more restricted parameters to generate high confidence-matched POIs, whereas in Tier 2 we opted for relaxed matching parameters and applied a weighted multi-attribute model on the previously unmatched records. Our case study in San Diego County, California used government, commercial, and crowdsourced data and returned 20.2% matched records from Tier 1 and 18.6% matched from Tier 2. Our manual validation shows a 100% matching rate for Tier 1 and up to 30.6% for Tier 2. Matched and unmatched records from Tier 1 were further analyzed for spatial patterns and categorical differences. Our hierarchical POI matching framework generated highly confident food POIs by conflating datasets and identified some food POIs that are unique to specific data sources. Triangulating RFE data can reduce uncertain and invalid POI listings when representing food environment using multiple data sources. Studies investigating associations between food environment and health outcomes may benefit from improved quality of RFE.

有关零售食品环境(RFE)的研究依赖于数据的可用性和准确性。然而,零售食品环境数据集的差异可能会导致在测量与健康结果的关联时不够精确。在这项研究中,我们提出了一个两层兴趣点(POI)匹配框架,用于比较和三角测量多个地理空间数据源中的食品店。我们使用了两个匹配参数,包括企业之间的大地测量距离,以及根据莱文斯坦距离(LD)和双隐喻(DM)计算的企业名称相似度。我们进行了敏感性分析,以确定匹配参数的阈值。我们的一级匹配使用了更多限制性参数,以生成高置信度匹配的 POI,而在二级匹配中,我们选择了宽松的匹配参数,并对之前未匹配的记录应用了加权多属性模型。我们在加利福尼亚州圣迭戈县进行的案例研究使用了政府、商业和众包数据,结果显示,一级匹配的记录占 20.2%,二级匹配的记录占 18.6%。我们的人工验证显示,第 1 层的匹配率为 100%,第 2 层的匹配率高达 30.6%。我们进一步分析了第 1 层的匹配记录和未匹配记录的空间模式和分类差异。我们的分层 POI 匹配框架通过混淆数据集生成了高度可信的食品 POI,并识别出一些特定数据源独有的食品 POI。在使用多种数据源表示食品环境时,三角化 RFE 数据可减少不确定和无效的 POI 列表。对食品环境与健康结果之间关系的调查研究可能会从提高《食物权证》质量中获益。
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引用次数: 0
The Inherent Violence of Anti-Black Racism and its Effects on HIV Care for Black Sexually Minoritized Men 反黑人种族主义的内在暴力及其对黑人性少数群体男性艾滋病毒护理的影响
Pub Date : 2023-12-29 DOI: 10.1007/s11524-023-00823-x
Katherine G. Quinn, Jennifer L. Walsh, Wayne DiFranceisco, Travonne Edwards, Lois Takahashi, Anthony Johnson, Andrea Dakin, Nora Bouacha, Dexter R. Voisin

The goal of this study was to examine the effects of racial discrimination, depression, and Black LGBTQ community support on HIV care outcomes among a sample of Black sexually minoritized men living with HIV. We conducted a cross-sectional survey with 107 Black sexually minoritized men living with HIV in Chicago. A path model was used to test associations between racial discrimination, Black LGBTQ community support, depressive symptoms, and missed antiretroviral medication doses and HIV care appointments. Results of the path model showed that men who had experienced more racism had more depressive symptoms and subsequently, missed more doses of HIV antiretroviral medication and had missed more HIV care appointments. Greater Black LGBTQ community support was associated with fewer missed HIV care appointments in the past year. This research shows that anti-Black racism may be a pervasive and harmful determinant of HIV inequities and a critical driver of racial disparities in ART adherence and HIV care engagement experienced by Black SMM. Black LGBTQ community support may buffer against the effects of racial discrimination on HIV care outcomes by providing safe, inclusive, supportive spaces for Black SMM.

本研究旨在考察种族歧视、抑郁和黑人 LGBTQ 社区支持对感染 HIV 的黑人未成年性行为者的 HIV 护理结果的影响。我们对芝加哥 107 名感染 HIV 的黑人性少数群体男性进行了横断面调查。我们使用了一个路径模型来检验种族歧视、黑人 LGBTQ 社区支持、抑郁症状、错过抗逆转录病毒药物剂量和 HIV 护理预约之间的关联。路径模型的结果显示,经历过更多种族歧视的男性有更多的抑郁症状,因此错过了更多的艾滋病抗逆转录病毒药物剂量,也错过了更多的艾滋病护理预约。黑人 LGBTQ 社区的更多支持与过去一年中错过的 HIV 护理预约次数更少有关。这项研究表明,反黑人种族主义可能是造成艾滋病不平等的一个普遍而有害的决定因素,也是造成黑人 SMM 在坚持抗逆转录病毒疗法和参与艾滋病护理方面存在种族差异的一个重要原因。黑人 LGBTQ 社区的支持可以通过为黑人 SMM 提供安全、包容、支持性的空间来缓冲种族歧视对 HIV 护理结果的影响。
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引用次数: 0
A Comparison of Three Area-Level Indices of Neighborhood Deprivation and Socioeconomic Status and their Applicability to Breast Cancer Mortality 三种地区级邻里贫困指数和社会经济地位指数的比较及其对乳腺癌死亡率的适用性
Pub Date : 2023-12-29 DOI: 10.1007/s11524-023-00811-1
Lauren E. Barber, Maret L. Maliniak, Rebecca Nash, Leah Moubadder, David Haynes, Kevin C. Ward, Lauren E. McCullough

Neighborhood deprivation indices are widely used in research, but the performance of these indices has rarely been directly compared in the same analysis. We examined the Area Deprivation Index, Neighborhood Deprivation Index, and Yost index, and compared their associations with breast cancer mortality. Indices were constructed for Georgia census block groups using 2011–2015 American Community Survey data. Pearson correlation coefficients and percent agreement were calculated. Associations between each index and breast cancer mortality were estimated among 36,795 women diagnosed with breast cancer using Cox proportional hazards regression. The indices were strongly correlated (absolute value of correlation coefficients > 0.77), exhibited moderate (41.4%) agreement, and were similarly associated with a 36% increase in breast cancer mortality. The similar associations with breast cancer mortality suggest the indices measure the same underlying construct, despite only moderate agreement. By understanding their correlations, agreement, and associations with health outcomes, researchers can choose the most appropriate index for analysis.

邻里贫困指数在研究中被广泛使用,但这些指数的表现很少在同一分析中被直接比较。我们研究了地区贫困指数、邻里贫困指数和约斯特指数,并比较了它们与乳腺癌死亡率的关系。我们使用 2011-2015 年美国社区调查数据构建了佐治亚州人口普查区组的指数。计算了皮尔逊相关系数和一致性百分比。使用 Cox 比例危险度回归法估算了 36,795 名确诊为乳腺癌的女性的各项指数与乳腺癌死亡率之间的关系。这些指数具有很强的相关性(相关系数的绝对值为 0.77),显示出中等程度(41.4%)的一致性,并且同样与乳腺癌死亡率增加 36% 有关。与乳腺癌死亡率的相似关联表明,尽管只有中等程度的一致性,但这些指数测量的是相同的基本结构。通过了解这些指数的相关性、一致性以及与健康结果的联系,研究人员可以选择最合适的指数进行分析。
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引用次数: 0
How to Achieve a Healthy City: a Scoping Review with Ten City Examples 如何实现健康城市:以十个城市为例进行范围界定审查
Pub Date : 2023-12-18 DOI: 10.1007/s11524-023-00798-9
Abbas Ziafati Bafarasat, Ayyoob Sharifi

This scoping review of the literature explores the following question: what systematic measures are needed to achieve a healthy city? The World Health Organization (WHO) suggests 11 characteristics of a healthy city. Measures contributing to these characteristics are extracted and classified into 29 themes. Implementation of some of these measures is illustrated by examples from Freiburg, Greater Vancouver, Singapore, Seattle, New York City, London, Nantes, Exeter, Copenhagen, and Washington, DC. The identified measures and examples indicate that a healthy city is a system of healthy sectors. A discussion section suggests healthy directions for nine sectors in a healthy city. These sectors include transportation, housing, schools, city planning, local government, environmental management, retail, heritage, and healthcare. Future work is advised to put more focus on characteristic 5 (i.e., the meeting of basic needs for all the city's people) and characteristic 10 (i.e., public health and sick care services accessible to all) of a healthy city.

本文献综述探讨了以下问题:实现健康城市需要采取哪些系统性措施?世界卫生组织(WHO)提出了健康城市的 11 个特征。对有助于实现这些特征的措施进行了摘录,并将其分为 29 个主题。弗莱堡、大温哥华地区、新加坡、西雅图、纽约市、伦敦、南特、埃克塞特、哥本哈根和华盛顿特区的实例说明了其中一些措施的实施情况。已确定的措施和实例表明,健康城市是一个由健康部门组成的系统。讨论部分为健康城市的九个部门提出了健康方向。这些领域包括交通、住房、学校、城市规划、地方政府、环境管理、零售、遗产和医疗保健。建议未来的工作更加关注健康城市的特征 5(即满足城市所有人的基本需求)和特征 10(即所有人都能获得公共卫生和疾病护理服务)。
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引用次数: 0
Coverage, Trends, and Inequalities of Maternal, Newborn, and Child Health Indicators among the Poor and Non-Poor in the Most Populous Cities from 38 Sub-Saharan African Countries 38 个撒哈拉以南非洲国家人口最多城市中贫困人口和非贫困人口的孕产妇、新生儿和儿童健康指标覆盖率、趋势和不平等现象
Pub Date : 2023-12-18 DOI: 10.1007/s11524-023-00806-y
Cauane Blumenberg, Janaina Calu Costa, Luiza I. Ricardo, Choolwe Jacobs, Leonardo Z. Ferreira, Luis Paulo Vidaletti, Fernando C Wehrmeister, Aluisio J. D. Barros, Cheikh Faye, Ties Boerma

Rapid urbanization is likely to be associated with suboptimal access to essential health services. This is especially true in cities from sub-Saharan Africa (SSA), where urbanization is outpacing improvements in infrastructure. We assessed the current situation in regard to several markers of maternal, newborn, and child health, including indicators of coverage of health interventions (demand for family planning satisfied with modern methods, at least four antenatal care visits (ANC4+), institutional birth, and three doses of DPT vaccine[diphtheria, pertussis and tetanus]) and health status (stunting in children under 5 years, neonatal and under-5 mortality rates) among the poor and non-poor in the most populous cities from 38 SSA countries. We analyzed 136 population-based surveys (year range 2000–2019), contrasting the poorest 40% of households (referred to as poor) with the richest 60% (non-poor). Coverage in the most recent survey was higher for the city non-poor compared to the poor for all interventions in virtually all cities, with the largest median gap observed for ANC4+ (13.5 percentage points higher for the non-poor). Stunting, neonatal, and under-5 mortality rates were higher among the poor (7.6 percentage points, 21.2 and 10.3 deaths per 1000 live births, respectively). The gaps in coverage between the two groups were reducing, except for ANC4, with similar median average annual rate of change in both groups. Similar rates of change were also observed for stunting and the mortality indicators. Continuation of these positive trends is needed to eliminate inequalities in essential health services and child survival in SSA cities.

快速城市化很可能与基本医疗服务不尽如人意有关。这一点在撒哈拉以南非洲(SSA)的城市尤为明显,因为这些城市的城市化速度超过了基础设施的改善速度。我们评估了 38 个撒哈拉以南非洲国家人口最多的城市中贫困人口和非贫困人口在孕产妇、新生儿和儿童健康的几个指标方面的现状,包括健康干预措施覆盖率指标(满足现代方法的计划生育需求、至少四次产前检查(ANC4+)、住院分娩和三剂白喉、百日咳、破伤风三联疫苗)和健康状况指标(5 岁以下儿童发育迟缓、新生儿和 5 岁以下儿童死亡率)。我们分析了 136 项基于人口的调查(年份范围为 2000 年至 2019 年),将最贫困的 40% 家庭(称为贫困家庭)与最富裕的 60% 家庭(非贫困家庭)进行了对比。在几乎所有城市的所有干预措施中,城市非贫困人口在最近一次调查中的覆盖率均高于贫困人口,其中ANC4+的中位数差距最大(非贫困人口高出13.5个百分点)。贫困人口的发育迟缓率、新生儿死亡率和 5 岁以下儿童死亡率更高(分别为每 1000 例活产死亡 7.6 个百分点、21.2 例和 10.3 例)。两组之间的覆盖率差距正在缩小,但 ANC4 除外,两组的年均变化率中位数相似。发育迟缓和死亡率指标的变化率也相似。需要继续保持这些积极趋势,以消除撒哈拉以南非洲城市在基本保健服务和儿童生存方面的不平等。
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引用次数: 0
Effect of In utero Exposure to Air Pollution on Adulthood Hospitalizations 子宫内暴露于空气污染对成年后住院治疗的影响
Pub Date : 2023-12-08 DOI: 10.1007/s11524-023-00803-1
Nicolau Martin-Bassols, Sonja C. de New, Michael A. Shields, David W. Johnston

Empirical analyses have demonstrated that individuals exposed to severe air pollution in utero have worse health outcomes during childhood. However, there is little evidence on the long-term health impacts of air pollution exposure. The objective of this paper is to estimate the effect of in utero exposure to the Great London Smog of 1952 (GLS) on five health outcomes identified through a scoping review to be those most likely affected: respiratory, circulatory, neoplasms, mental health, and nervous system conditions. We use the GLS, an extreme air pollution event in December 1952, as a quasi-natural experiment to estimate the effect of exposure to air pollution in utero on adulthood health. Data from the UK Biobank is analysed for a cohort of participants born from December 1952 to July 1956. Differences in health outcomes between adults exposed and not exposed to the GLS due to their birth dates, born inside and outside London, were explored. Our primary focus is hospitalization events between 1997 and 2020 (corresponding to ages 40 to 69), as recorded in linked administrative data from the National Health Service (NHS). Specifically, the five primary outcomes are binary variables indicating that the individual had at least one hospitalization where the main cause of hospitalization is related to respiratory, circulatory, neoplasms, mental health, or nervous system conditions. The analytical sample comprised 36,281 individuals. A positive effect on adulthood hospitalizations due to respiratory conditions was observed. If exposed to the GLS in utero, the probability of at least one respiratory health-related hospitalization between 1997 and 2020 increased by 2.58 percentage points (95% CI 0.08, 4.30, p = 0.03), a 23% increase relative to the sample mean. Small effects were found for all other outcomes, suggesting that these conditions were not affected by the GLS. We do not find heterogeneous effects by sex or childhood socioeconomic status. This study found that a 5-day pollution exposure event while in utero significantly increased respiratory-related hospitalizations at ages 40 to 69 but had no impact on hospitalizations due to circulatory, neoplasms, mental health, and nervous system conditions.

经验分析表明,在子宫内暴露于严重空气污染的人,其童年时期的健康状况较差。然而,有关暴露于空气污染对健康的长期影响的证据却很少。本文旨在估算子宫内暴露于 1952 年伦敦大烟雾(GLS)对五种健康结果的影响,通过范围审查确定这五种健康结果最有可能受到影响:呼吸系统、循环系统、肿瘤、心理健康和神经系统疾病。我们利用 1952 年 12 月发生的极端空气污染事件 GLS 作为准自然实验,估算子宫内暴露于空气污染对成年后健康的影响。我们分析了英国生物库中 1952 年 12 月至 1956 年 7 月出生的一组参与者的数据。我们探讨了因出生日期而暴露于和未暴露于 GLS 的成年人在伦敦内和伦敦外的健康结果差异。我们主要关注的是 1997 年至 2020 年(对应 40 岁至 69 岁)期间的住院事件,这些事件记录在国民健康服务(NHS)的关联管理数据中。具体来说,五个主要结果都是二进制变量,表示个人至少有一次住院,而住院的主要原因与呼吸系统、循环系统、肿瘤、精神健康或神经系统疾病有关。分析样本包括 36,281 人。结果表明,对成年后因呼吸系统疾病住院的影响是积极的。如果在子宫内暴露于 GLS,1997 年至 2020 年期间至少有一次呼吸系统健康相关住院的概率会增加 2.58 个百分点(95% CI 0.08, 4.30, p = 0.03),相对于样本平均值增加了 23%。所有其他结果的影响都很小,表明这些情况不受 GLS 的影响。我们没有发现性别或儿童社会经济地位的异质性影响。这项研究发现,子宫内 5 天的污染暴露事件会显著增加 40 岁至 69 岁人群与呼吸系统相关的住院率,但对循环系统、肿瘤、精神健康和神经系统疾病的住院率没有影响。
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Journal of Urban Health
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