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Linking Individuals to Areas: Protecting Confidentiality While Preserving Research Utility 将个人与领域联系起来:在保持研究效用的同时保护机密
IF 1.9 Q3 DEMOGRAPHY Pub Date : 2023-11-28 DOI: 10.1007/s40980-023-00121-9
Paul Norman, Jessie Colbert, Daniel J. Exeter

Modern computational capabilities have brought about concerns about risks associated with the level of information disclosed in public datasets. A tension exists between making data available that protects the confidentiality of individuals while containing sufficiently detailed geographic information to underpin the utility of research. Our aim is to inform data collectors and suppliers about geographic choices for confidentiality protection and to balance this with reassurance to the research community that data will still be fit-for-purpose. We test this using simple logistic regression models, by investigating the interplay between two geographical entities (points for the observations and polygons for area attributes) at a variety of scales, using a synthetic population of 22,000 people. In an England and Wales setting, we do this for individuals located by postcodes and by postal sector and postal district centroids and link these to a variety of census geographies. We also ‘jitter’ postcode coordinates to test the effect of moving people away from their original location. We find a smoothing of relationships up the geographical hierarchy. However, if postal sector centroids are used to locate individuals, linkages to Lower/Medium Super Output Area scales and subsequent results are very similar to the more detailed unit postcodes. Postcode locations jittered by 500–750 m in any direction are likely to allow the same conclusions to be drawn as for the original locations. Within these geographic scenarios, there is likely to be a sufficient level of confidentiality protection while statistical relationships are very similar to those obtained using the most detailed geographic locators.

现代计算能力引起了人们对公共数据集中披露的信息水平相关风险的担忧。提供数据既要保护个人的机密性,又要包含足够详细的地理信息以支持研究的实用性,这两者之间存在着紧张关系。我们的目标是告知数据收集者和供应商关于保密保护的地理选择,并平衡这一点,向研究社区保证数据仍将适合目的。我们使用简单的逻辑回归模型来检验这一点,通过调查两个地理实体(观测点和区域属性多边形)在各种尺度上的相互作用,使用22,000人的合成人口。在英格兰和威尔士的设置中,我们对按邮政编码、邮政部门和邮政区质心定位的个人进行此操作,并将其链接到各种人口普查地理位置。我们还“抖动”邮政编码坐标,以测试将人们从原来的位置移开的效果。我们发现地理层次上的关系趋于平滑。但是,如果使用邮政部门的质心来定位个人,则与中低超级输出区域尺度的联系以及随后的结果与更详细的单位邮政编码非常相似。邮政编码的位置在任何方向上抖动500-750米,都可能得出与原始位置相同的结论。在这些地理场景中,可能有足够的机密保护,而统计关系与使用最详细的地理定位器获得的统计关系非常相似。
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引用次数: 0
Examining Spatial Heterogeneity and Potential Risk Factors of Childlessness Across 412 Districts of India: An Analysis of 4 Decades 印度412个地区无子女的空间异质性和潜在风险因素:40年的分析
Q3 DEMOGRAPHY Pub Date : 2023-10-06 DOI: 10.1007/s40980-023-00120-w
Adrita Banerjee
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引用次数: 1
An Example of Combining Expert Judgment and Small Area Projection Methods: Forecasting for Water District Needs 专家判断与小面积投影相结合的一个实例:水域需求预测
IF 1.9 Q3 DEMOGRAPHY Pub Date : 2023-08-01 DOI: 10.1007/s40980-023-00119-3
David A. Swanson, Tom Bryan, Mark Hattendorf, Kelly Comstock, L. Starosta, Robert Schmidt
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引用次数: 0
Measuring Neighborhood Impacts on Labor Out-Migration from Fanjingshan National Nature Reserve, China 邻域对梵净山国家级自然保护区劳动力外迁影响的测度
IF 1.9 Q3 DEMOGRAPHY Pub Date : 2023-06-28 DOI: 10.1007/s40980-023-00117-5
Yanjing Liu, Jie Dai, Shuang Yang, R. Bilsborrow, Minjuan Wang, Li An
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引用次数: 0
The Role of Data Sample Uncertainty in Delineations of Core Based Statistical Areas and Rural Urban Commuting Areas 数据样本不确定性在核心统计区域和城乡通勤区域划分中的作用
IF 1.9 Q3 DEMOGRAPHY Pub Date : 2023-06-15 DOI: 10.1007/s40980-023-00118-4
Christopher S. Fowler, J. Cromartie
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引用次数: 0
Egalitarian Attitudes and Activity Spaces in Chitwan, Nepal. 尼泊尔奇特旺的平等主义态度和活动空间。
IF 1.1 Q3 DEMOGRAPHY Pub Date : 2023-04-01 Epub Date: 2023-02-21 DOI: 10.1007/s40980-023-00115-7
Anna E Shetler, Scott T Yabiku

Connections between individuals' sociodemographic characteristics and their social attitudes have been widely studied, but there has been less research on how individuals' spatial patterns are related to attitudes. Studies that do incorporate space have focused on residential locations, neglecting spatial experience outside residential neighborhoods. To fill this gap, we test hypotheses relating multiple measures of activity space (AS) to social attitudes, using innovative spatial data from Nepal. First, we hypothesize that the gender and caste attitudes of a focal individual will be positively associated with the gender and caste attitudes of others in the focal individual's AS, including spaces beyond the residential neighborhood. Second, we hypothesize that privileged individuals (i.e., males and those of the Chhetri/Brahmin caste) with greater potential exposure to females and those of lower castes in their AS will have more egalitarian attitudes about gender and caste than those with less exposure in their AS. Linear regression models provide support for both hypotheses.

个人的社会人口特征与他们的社会态度之间的联系已被广泛研究,但关于个人的空间模式如何与态度相关的研究却较少。纳入空间的研究主要集中在住宅区,而忽略了住宅区以外的空间体验。为了填补这一空白,我们利用尼泊尔的创新空间数据,检验了活动空间(AS)与社会态度相关的多种测量方法的假设。首先,我们假设焦点个体的性别和种姓态度与焦点个体活动空间(包括住宅区以外的空间)中其他人的性别和种姓态度正相关。其次,我们假设,在其 AS 中与女性和低种姓人群有更多潜在接触的特权人群(即男性和 Chhetri/Brahmin 种姓人群),其性别和种姓态度将比那些在其 AS 中接触较少的人群更加平等。线性回归模型为这两个假设提供了支持。
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引用次数: 0
Determinants of Fertility During the Fertility Transition in Estonia: A Spatial Analysis 爱沙尼亚生育率过渡期间生育率的决定因素:空间分析
IF 1.9 Q3 DEMOGRAPHY Pub Date : 2023-03-02 DOI: 10.1007/s40980-023-00116-6
M. Gortfelder, H. Jaadla
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引用次数: 0
Geographic Variation and Factors Associated with Breast Cancer Screening in India Using a Spatial Durbin Approach 利用空间Durbin方法研究印度癌症筛查的地理变异和相关因素
IF 1.9 Q3 DEMOGRAPHY Pub Date : 2023-02-21 DOI: 10.1007/s40980-023-00114-8
N. Nilima, Amitha Puranik, Siddharth Kaushik, S. Rai
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引用次数: 1
Small Area Estimation of Age-Specific and Total Fertility Rates in Bangladesh 孟加拉国特定年龄和总生育率的小区域估计
IF 1.9 Q3 DEMOGRAPHY Pub Date : 2023-01-10 DOI: 10.1007/s40980-022-00113-1
U. Saha, Sumonkanti Das, Bernard Baffour, Hukum Chandra
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引用次数: 1
Ethnic/Racial Disparity in Mortality from COVID-19: Data for the Year 2020 in Brazil. 2019冠状病毒病死亡率的族裔/种族差异:巴西2020年数据
IF 1.9 Q3 DEMOGRAPHY Pub Date : 2023-01-01 DOI: 10.1007/s40980-022-00112-2
Marina Dos Santos, Júlia Oliveira Penteado, Rodrigo de Lima Brum, Alicia da Silva Bonifácio, Paula Florêncio Ramires, Diuster de Franceschi Gariboti, Ruana Michela Santos Cardoso, Flavio Manoel Rodrigues da Silva Júnior

The study aimed to investigate ethnic/racial disparities in COVID-19 mortality in Brazilian federative units and their respective capitals in 2020. Population data and number of COVID-19 deaths were extracted by skin color (white, black, brown and indigenous) from all Brazilian states and their respective capitals. The mortality rate of COVID-19 by ethnicity in Brazilian states was higher between people from brown skin color, followed by indigenous and black. Only in one state, in the Federal District and in the federal capital, age-standardized mortality rates were higher among white's people. There is a high percentage of deaths from COVID-19 higher than expected among non-white individuals, especially in south-central states and capitals of the country. Mortality from COVID-19 affect ethnic-racial groups unevenly in Brazil and the number of excess deaths among non-whites was over 9000. Urgent government measures are needed to reduce the racial disparity in health indicators in Brazil.

该研究旨在调查2020年巴西联邦单位及其各自首都COVID-19死亡率的种族/种族差异。按肤色(白色、黑色、棕色和土著)从巴西所有州及其首府提取了COVID-19死亡人数和人口数据。在巴西各州,按种族划分的COVID-19死亡率在棕色皮肤人群中较高,其次是土著和黑人。只有在一个州,即联邦区和联邦首都,白人的年龄标准化死亡率高于白人。在非白人人群中,特别是在中南部各州和该国首都,COVID-19的死亡率高于预期。在巴西,COVID-19的死亡率对少数族裔群体的影响并不均衡,非白人的超额死亡人数超过9000人。政府需要采取紧急措施,减少巴西在健康指标方面的种族差异。
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引用次数: 2
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