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Socioeconomic Attainments of Second-Generation South Asian Americans: Evidence from the American Community Survey, 2014–2018 第二代南亚裔美国人的社会经济成就:来自 2014-2018 年美国社区调查的证据
IF 2.4 3区 社会学 Q1 DEMOGRAPHY Pub Date : 2024-04-02 DOI: 10.1007/s11113-024-09879-2
Fizza Raza, Arthur Sakamoto

Using data from the American Community Survey for 2014–2018, we provide empirical evidence about the demographic and socioeconomic characteristics of South Asian Americans. Our study investigates not only Indians, but also provides the first multivariate analyses for Bangladeshi, Nepalese, Pakistani, and Sri Lankans. The focus is on second-generation South Asians, but some descriptive statistics are shown for first-generation immigrants. In comparison to Whites, the educational distributions of first-generation immigrants are bimodal to varying degrees across the South Asian groups. However, with the exception of the Nepalese, all of the native-born South Asian groups obtain higher levels of education than Whites. Poverty among South Asian groups tends to reflect their educational levels so that poverty rates decline between the first-generation and the native-born, but second-generation Bangladeshi and Pakistani have somewhat higher than expected poverty due to family size and composition. Second-generation Indians, Pakistanis and Sri Lankans are more likely to be affluent than Whites, and these differences are partly but not fully explained by educational and other demographic characteristics. Other findings provide no support for the popular claim that the wages of second-generation South Asian groups are disadvantaged in comparison to Whites.

利用 2014-2018 年美国社区调查的数据,我们提供了有关南亚裔美国人的人口和社会经济特征的实证证据。我们的研究不仅调查了印度人,还首次对孟加拉人、尼泊尔人、巴基斯坦人和斯里兰卡人进行了多变量分析。研究的重点是第二代南亚人,但也对第一代移民进行了一些描述性统计。与白人相比,南亚各群体第一代移民的教育分布在不同程度上呈双峰分布。然而,除尼泊尔人外,所有土生土长的南亚群体的教育水平都高于白人。南亚群体的贫困状况往往反映了他们的教育水平,因此第一代和本地出生的南亚人之间的贫困率有所下降,但第二代孟加拉人和巴基斯坦人由于家庭规模和组成的原因,贫困率略高于预期。第二代印度人、巴基斯坦人和斯里兰卡人比白人更有可能富裕,教育和其他人口特征可以部分但不能完全解释这些差异。其他研究结果并不支持流行的说法,即与白人相比,第二代南亚群体的工资处于不利地位。
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引用次数: 0
Application of P-TOPALS for Smoothing Input Data for Population Projections ‘At the Edge’ 应用 P-TOPALS 平滑 "边缘 "人口预测的输入数据
IF 2.4 3区 社会学 Q1 DEMOGRAPHY Pub Date : 2024-04-02 DOI: 10.1007/s11113-024-09874-7
Sigurd Dyrting, Andrew Taylor, Tom Wilson

Sparsely populated areas of developed countries are regions of great demographic diversity and dynamism. While they remain strategically and economically important, trends in urbanization and technology have increased their relative sparsity and isolation making centralized government, service delivery and planning a challenge. Populations of their sub-jurisdictions are small and often exhibit significant heterogeneity in key demographic characteristics, not least between their Indigenous first residents and non-Indigenous citizens. Development of projection models for these areas is challenged by significant input data paucity, biases and structural issues related to the data collection and estimation architectures in place to gather input data across diverse and small populations. While this is the case, the demand for and importance of projections is no less for sparsely populated areas than elsewhere. Variants of the cohort component model are important tools for population projections for SPAs, with their grounding in the demographic accounting equation and modest input requirements. Nevertheless, to attain fit-for-purpose input data requires demographers to consider and select from a growing number of methods for smoothing issues with input data for projections for these regions. In this article we analyze the contributions of recent advances in methods for estimating fertility, mortality, and migration rates for small and diverse populations such as those in SPAs, focusing on the very sparsely populated jurisdiction of the Northern Territory of Australia. In addition to the contributions of our method itself, results at the detailed level demonstrate how abnormal and challenging ‘doing’ projections for sparsely populated areas can be.

发达国家的人口稀少地区是人口多样性和活力极强的地区。虽然这些地区在战略和经济上依然重要,但城市化和技术发展的趋势加剧了这些地区的相对稀疏和孤立,使集中化的政府管理、服务提供和规划工作面临挑战。这些分辖区的人口规模较小,在关键的人口特征方面往往表现出明显的异质性,尤其是在原住民和非原住民之间。为这些地区开发预测模型所面临的挑战包括输入数据严重不足、偏差以及与数据收集和估算架构有关的结构性问题,这些架构用于收集不同的小规模人口的输入数据。尽管如此,人口稀少地区对预测的需求和重要性并不亚于其他地区。队列构成模型的变体是 SPA 人口预测的重要工具,其基础是人口核算方程和适度的输入要求。然而,要获得合适的输入数据,人口学家需要考虑并选择越来越多的方法来平滑这些地区预测的输入数据问题。在这篇文章中,我们分析了最近在估算小规模和多样化人口(如特别敏感地区的人口)的生育率、死亡率和迁移率的方法方面取得的进展,重点是澳大利亚人口非常稀少的北部地区。除了我们的方法本身的贡献外,详细层面的结果还表明,为人口稀少地区 "做 "预测是多么不正常和具有挑战性。
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引用次数: 0
Women’s Work Characteristics and Fertility Expectations 妇女的工作特点和生育预期
IF 2.4 3区 社会学 Q1 DEMOGRAPHY Pub Date : 2024-03-23 DOI: 10.1007/s11113-024-09866-7

Abstract

Previous research has shown that employment is an important social context affecting fertility, yet relatively little is known about the extent to which work characteristics affect fertility expectations. Using over 25 years of data from the 1979 National Longitudinal Survey of Youth, we analyzed the associations between part-time work and characteristics associated with autonomy over working time, specifically self-employment and managerial/professional occupation, and childbearing expectations among women ages 18–45 (N = 4,415). Logistic regression models for longitudinal data reveal that work characteristics are significantly associated with fertility expectations, but that the specific nature of the relationship varies by parity. Among women with one child, those working part-time had predicted probabilities of expecting to have additional children that were 2% higher than those working full-time. In contrast, among women without any children, those working part-time had predicted probabilities that were 2% lower than those working full-time. Similar contrasting relationships by parity were found when comparing self-employed women to employees and managers/professionals to those in other occupations. Findings were consistent across racial and ethnic groups. These results suggest that different mechanisms link work characteristics to fertility plans for mothers and non-mothers, specifically that role incompatibility and work-family conflict are more salient for mothers but that financial strain is so for non-mothers.

摘要 以往的研究表明,就业是影响生育的一个重要社会背景,但人们对工作特征在多大程度上影响生育预期却知之甚少。我们利用 1979 年全国青年纵向调查(National Longitudinal Survey of Youth)中超过 25 年的数据,分析了 18-45 岁女性(N=4,415)中兼职工作、与工作时间自主性相关的特征(特别是自营职业和管理/专业职业)以及生育预期之间的关联。纵向数据的逻辑回归模型显示,工作特征与生育预期显著相关,但两者关系的具体性质因均等性而异。在有一个孩子的女性中,从事兼职工作的女性预期生育更多孩子的概率比从事全职工作的女性高 2%。相反,在没有任何子女的妇女中,非全时工作妇女的预测概率比全时工作妇女低 2%。在比较自营职业妇女与雇员、经理/专业人员与其他职业妇女时,也发现了类似的均等关系。不同种族和族裔群体的研究结果是一致的。这些结果表明,母亲和非母亲的工作特征与生育计划之间存在不同的关联机制,特别是母亲的角色不协调和工作与家庭冲突更为突出,而非母亲的经济压力则更为突出。
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引用次数: 0
Spillovers of the Heroin Epidemic on Grandparent Caregiving 海洛因疫情对祖父母照料工作的溢出效应
IF 2.4 3区 社会学 Q1 DEMOGRAPHY Pub Date : 2024-03-19 DOI: 10.1007/s11113-024-09870-x
Agustina Laurito

This paper estimates the effect of the OxyContin reformulation and the subsequent heroin crisis on grandparent caregiving in the United States—grandparents who are primarily responsible for their grandchildren. The empirical approach is a difference-in-differences and a series of event studies that exploit variation in the timing of the reformulation of OxyContin and geographic variation in pre-reformulation rates of nonmedical use of OxyContin across states. I find that a standard deviation increase in pre-reformulation nonmedical use of OxyContin leads to higher grandparent caregiving. Increases range from 2.5 to 8.5%, on average, relative to the baseline mean. This change is more pronounced among grandparents between 46 and 65 years of age. When I examine changes in heroin-related mortality as a possible mechanism, I find modest increases in grandparent caregiving when no parents are present or when no or only one parent is present of 1.80 and 1.50% of the baseline mean, on average.

本文估算了奥施康定(OxyContin)重新配方和随后的海洛因危机对美国祖父母--主要负责照顾孙辈的祖父母--的影响。本文的实证方法是差分法和一系列事件研究,利用了奥施康定重新配制的时间差异和各州重新配制前非医疗使用奥施康定比例的地域差异。我发现,奥施康定改革前非医疗使用率每增加一个标准差,祖父母的护理率就会增加。与基线平均值相比,平均增幅从 2.5%到 8.5%不等。这种变化在 46 岁至 65 岁的祖父母中更为明显。当我将与海洛因相关的死亡率变化作为一种可能的机制进行研究时,我发现当父母都不在场时,或者当父母都不在场或只有一方在场时,祖父母对子女的照顾会略有增加,平均为基线平均值的 1.80%和 1.50%。
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引用次数: 0
Untold Story of Wartime Children: Results of the Vietnam Health and Aging Study 战时儿童不为人知的故事:越南健康与老龄化研究结果
IF 2.4 3区 社会学 Q1 DEMOGRAPHY Pub Date : 2024-03-17 DOI: 10.1007/s11113-024-09869-4
Mevlude Akbulut-Yuksel, Zachary Zimmer, Sujita Pandey, Tran Khanh Toan

In this paper, we investigate the long-term effects of the Vietnam War on physical and mental health outcomes of Vietnamese who were children (age 6 to 9 and 10 to 14), teenagers (age 15 to 19), and young adults (age 20 +) during the war, including differences by gender and military participation, and examine the ways in which these effects are moderated by age. Research has documented that the effects of war on physical and mental health may linger well into late adulthood, suggesting a scarring effect of war among wartime children in particular. However, the degree to which scarring differentially affects younger versus older children, or children versus teenagers and young adults, is not well established. Using detailed individual level health data provided by the Vietnam Health and Aging Study (VHAS), we examine the association between the age of exposure to warfare and long-term physical and mental health outcomes of affected cohorts. Our analysis shows that early childhood exposure has long-lasting detrimental effects on an array of adult health outcomes. Wartime children who were exposed before their teen years are significantly more susceptible to functional and physical limitations, and impaired ability to perform daily activities, as older adults. Our results also indicate that while war exposure associates positively with PTSD across all age cohorts, it is pre-teens that are statistically most likely to suffer in old age compared to their older counterparts, suggesting both physical and mental health could be scarred by early childhood exposure to war. Additionally, we find that male wartime children are more likely to suffer from physical limitations, while female wartime children appear to experience PTSD symptoms over the course of their lives. Moreover, children who remained civilian over the course of war disproportionally suffered adverse long-term health effects of war. Taking these findings together, they indicate the importance of post-conflict policy that prioritizes mitigating efforts aimed at improving both physical and mental health of children, particularly those at risk. These targeted post-war policies are critical for not only the post-war recovery, but also for peacekeeping operations within conflict-torn countries.

在本文中,我们调查了越南战争对战争期间的儿童(6 至 9 岁和 10 至 14 岁)、青少年(15 至 19 岁)和年轻成年人(20 岁以上)的身心健康的长期影响,包括性别和参军情况的差异,并研究了这些影响受年龄调节的方式。有研究表明,战争对身心健康的影响可能会持续到成年晚期,这表明战争对战时儿童的影响尤其严重。然而,战争疤痕对年幼儿童与年长儿童、儿童与青少年和年轻成年人的不同影响程度还没有得到很好的证实。利用越南健康与老龄化研究(VHAS)提供的详细个人健康数据,我们研究了受战争影响人群的暴露年龄与长期身心健康结果之间的关系。我们的分析表明,儿童早期接触战争会对一系列成人健康结果产生长期不利影响。在青少年时期之前就受到战争影响的战时儿童在成年后更容易出现功能和身体上的限制,以及日常活动能力受损。我们的研究结果还表明,虽然战争暴露与所有年龄组的创伤后应激障碍都呈正相关,但从统计学角度来看,与年龄较大的儿童相比,战前儿童最有可能在老年时遭受创伤后应激障碍,这表明幼年时期的战争暴露可能会给身心健康造成创伤。此外,我们还发现,男性战时儿童更容易受到身体限制,而女性战时儿童在其一生中似乎都会出现创伤后应激障碍症状。此外,在战争期间保持平民身份的儿童不成比例地受到战争对健康的长期不利影响。综上所述,这些研究结果表明,冲突后政策必须优先考虑旨在改善儿童,尤其是处于危险中的儿童身心健康的缓解措施。这些有针对性的战后政策不仅对战后恢复至关重要,而且对饱受冲突蹂躏国家的维和行动也至关重要。
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引用次数: 0
Housing Affordability Crisis and Delayed Fertility: Evidence from the USA 住房可负担性危机与延迟生育:来自美国的证据
IF 2.4 3区 社会学 Q1 DEMOGRAPHY Pub Date : 2024-03-15 DOI: 10.1007/s11113-024-09865-8
Irakli Japaridze, Nagham Sayour

This paper studies the relationship between homeownership and completed fertility. We hypothesize that homeownership unaffordability decreases completed fertility by delaying the start of childbearing, thus, increasing the mother’s age at first birth. Applying a Cox Proportional Hazard model on the 2000 US Census and the 2015–2019 Panel Study of Income Dynamics, we show that renters delay childbearing relative to homeowners. Using the same methodology and the 2000 US Census, we find that renters in relatively unaffordable real estate markets delay the start of childbearing more than those in more affordable ones. Lastly, we use the 1990 US Census and an Ordinary Least-Squares regression, to show that women’s age at first birth is negatively associated with completed fertility. These results provide evidence that the lack of affordable (owned) housing delays the start of childbearing which reduces completed fertility. Thus, even temporary housing unaffordability, especially difficulty to transition to homeownership, might have long-lasting effects on the age pyramid.

本文研究了房屋所有权与完成生育率之间的关系。我们假设,由于无法负担房屋所有权,会推迟开始生育的时间,从而提高母亲的初产年龄,从而降低完成生育率。在 2000 年美国人口普查和 2015-2019 年收入动态面板研究中应用 Cox 比例危险模型,我们发现相对于房主,租房者会推迟生育。使用同样的方法和 2000 年美国人口普查,我们发现,在相对难以负担的房地产市场中,租房者比在更容易负担的房地产市场中的租房者更容易推迟生育。最后,我们利用 1990 年美国人口普查和普通最小二乘法回归结果表明,妇女的初次生育年龄与完成生育率呈负相关。这些结果证明,缺乏负担得起的(自有)住房会推迟开始生育的时间,从而降低完成生育率。因此,即使是暂时的住房负担不起,特别是难以过渡到拥有住房,也可能对年龄金字塔产生长期影响。
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引用次数: 0
The Painful and Chilling Effects of Legal Violence: Immigration Enforcement and Racialized Legal Status Inequities in Worker Well-Being 法律暴力的痛苦和寒蝉效应:移民执法与工人福利中种族化法律地位的不平等
IF 2.4 3区 社会学 Q1 DEMOGRAPHY Pub Date : 2024-03-13 DOI: 10.1007/s11113-024-09862-x
Courtney E. Boen, Rebecca Anna Schut, Nick Graetz

A wave of restrictive immigration policies implemented over the past several decades dramatically increased immigrant detentions and deportations in the United States (U.S.), with important consequences for a host of immigrant outcomes. Still, questions remain as to how temporal and geographic variation in immigration enforcement within and across the U.S. shaped racialized legal status inequities in health and well-being, particularly among those employed in precarious occupations. To fill this gap, we interrogated the links between changes in county-level immigration enforcement and racialized legal status inequalities in musculoskeletal pain and social welfare benefits utilization among U.S. agricultural workers over nearly two decades (2002–2018). We merged data from three sources [(1) restricted-access, geocoded data from the National Agricultural Workers Survey (NAWS) (n = 37,619); (2) county-level immigration enforcement data from the Transactional Records Access Clearinghouse (TRAC); and (3) population data from the Census and American Community Survey (ACS)] and estimated linear probability models with year, month, and state fixed effects. We show that, in counties with high enforcement rates, workers—especially undocumented workers—were at increased risk of musculoskeletal pain, including pain that was severe. Heightened enforcement was also associated with declines in needs-based benefits utilization, especially among documented and U.S.-citizen non-White workers and undocumented White and non-White workers. Together, these findings highlight how changes in sociopolitical and legal contexts can shift and maintain racialized legal status hierarchies, with especially important consequences for the well-being of vulnerable workers.

过去几十年来,美国实施了一波限制性移民政策,大大增加了移民的拘留和驱逐,对一系列移民结果产生了重要影响。然而,在美国国内和全美范围内,移民执法的时间和地域差异是如何形成种族化合法身份在健康和福祉方面的不平等的,尤其是在那些从事不稳定职业的人中,问题依然存在。为了填补这一空白,我们研究了近二十年来(2002-2018 年)县级移民执法的变化与美国农业工人在肌肉骨骼疼痛和社会福利使用方面的种族化法律地位不平等之间的联系。我们合并了三个来源的数据[(1)来自全国农业工人调查(NAWS)的限制访问、地理编码数据(n = 37,619);(2)来自事务记录访问交换中心(TRAC)的县级移民执法数据;以及(3)来自人口普查和美国社区调查(ACS)的人口数据],并估计了带有年、月和州固定效应的线性概率模型。我们的研究表明,在执法率较高的县,工人(尤其是无证工人)患肌肉骨骼疼痛(包括严重疼痛)的风险增加。执法力度的加强也与基于需求的福利利用率下降有关,特别是在有证工人和美国公民非白人工人以及无证白人工人和非白人工人中。总之,这些研究结果凸显了社会政治和法律环境的变化如何改变和维持种族化的法律地位等级,从而对弱势工人的福利产生特别重要的影响。
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引用次数: 0
Defining the ‘Resource Unit’ for Poverty Measurement in Complex Contemporary Households: It’s Complicated 定义 "资源单位 "以衡量当代复杂家庭的贫困状况:情况复杂
IF 2.4 3区 社会学 Q1 DEMOGRAPHY Pub Date : 2024-03-05 DOI: 10.1007/s11113-024-09864-9
Lawrence Berger, Maria Cancian, Marcia J. Carlson, Daniel R. Meyer, Quentin Riser, Nora Cate Schaeffer

Determining whether a household is ‘in poverty,’ requires identifying a resource unit, typically consisting of individuals who both co-reside and pool resources. High levels of family complexity and fluidity in living arrangements among contemporary American families, particularly those that include children, have complicated this task. We leverage novel survey data from Wisconsin to examine the implications of a range of alternative criteria for identifying the resource unit used to measure poverty. We further consider the extent to which unit members, under alternative criteria, exchange food-related resources both within and outside of the unit. Our results reveal inconsistencies between alternative measures of the resource unit and those used to define the resource unit for the Official Poverty Measure (OPM) and Supplemental Poverty Measure (SPM) in the United States, and we find that the SPM unit is generally more consistent than the OPM unit with alternative measures of the resource unit. In addition, we find substantial levels of food resource exchanges among adults who are both inside and outside the resource unit. Together, these findings demonstrate the challenge of appropriately defining the resource unit for measuring poverty and suggest that both the OPM and SPM may not fully account for the availability, amount, or composition of resources for many households.

确定一个家庭是否 "贫困",需要确定一个资源单位,该单位通常由共同居住和共享资源的个人组成。在当代美国家庭中,尤其是有子女的家庭中,家庭复杂程度高、生活安排不固定,使得这项工作变得更加复杂。我们利用威斯康星州的新型调查数据,研究了一系列替代标准对确定用于衡量贫困的资源单位的影响。我们进一步考虑了在替代标准下,单位成员在多大程度上在单位内外交换与食物有关的资源。我们的研究结果表明,资源单位的替代衡量标准与美国官方贫困衡量标准(OPM)和补充贫困衡量标准(SPM)用于定义资源单位的标准之间存在不一致,而且我们发现 SPM 单位通常比 OPM 单位更符合资源单位的替代衡量标准。此外,我们还发现在资源单位内外的成年人之间存在着大量的食物资源交换。这些发现共同表明了在衡量贫困时适当定义资源单位所面临的挑战,并表明 OPM 和 SPM 可能无法完全反映许多家庭的资源可用性、数量或构成。
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引用次数: 0
The COVID-19 Pandemic and Sexual Activity Among Young Adults COVID-19 大流行与年轻人的性活动
IF 2.4 3区 社会学 Q1 DEMOGRAPHY Pub Date : 2024-03-03 DOI: 10.1007/s11113-024-09861-y

Abstract

Using data from the 2013 through 2021 waves of the Panel Study of Income Dynamics Transition into Adulthood Supplement (PSID-TAS), this study examines the impact of the COVID-19 pandemic on sexual activity among young adults. Particular attention is given to the mechanisms that might explain the decline in sexual activity during the pandemic. We find that fewer young adults report having had recent sexual intercourse during the COVID-19 pandemic relative to what would have been expected in the absence of a pandemic. However, we do not find a significant decline in the frequency of sexual intercourse among young adults who did have sex. A pandemic-induced decline in the likelihood of being in a romantic relationship, a decrease in the frequency of alcohol consumption, and an increase in parental coresidence explain the bulk of the decline in young adult sexual activity during the pandemic. In contrast, changes in young adults’ employment and college attendance, self-rated health, and psychological distress do not explain the reduced sexual activity during the pandemic.

摘要 本研究利用 2013 年至 2021 年《收入动态面板研究向成年过渡补充报告》(Panel Study of Income Dynamics Transition into Adultthood Supplement,PSID-TAS)的数据,探讨了 COVID-19 大流行对青壮年性活动的影响。我们特别关注了可能解释大流行期间性活动减少的机制。我们发现,在 COVID-19 大流行期间,与没有发生大流行的情况下相比,报告最近有过性行为的青壮年人数有所减少。然而,我们并没有发现有过性行为的青壮年的性交频率有明显下降。大流行导致的恋爱可能性的下降、饮酒频率的降低以及父母同住次数的增加,解释了大流行期间青壮年性活动减少的主要原因。相比之下,青壮年的就业率和大学入学率、自我健康评价和心理压力的变化并不能解释大流行期间性活动减少的原因。
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引用次数: 0
An Evaluation of Projection Methods for Detailed Small Area Projections: An Application and Validation to King County, Washington 小地区详细预测方法评估:华盛顿州金县的应用与验证
IF 2.4 3区 社会学 Q1 DEMOGRAPHY Pub Date : 2024-02-29 DOI: 10.1007/s11113-023-09848-1
Neal Marquez, Xiaoqi Bao, Eileen Kazura, Jessica Lapham, Priya Sarma, Crystal Yu, Christine Leibbrand, Sara Curran

Population projections are used by a number of local agencies to better prepare for the future resource needs of counties, ensuring that educational, health, housing, and economic demands of individuals are met. Meeting the specific needs of a county’s population, such as what resources to provide, where to target resources, and ensure an equitable distribution of those resources, requires population projections which are both demographically detailed, such as by age, race, and ethnicity, and geographically precise, such as at the census tract level. Despite this need, an evaluation of which methods are best suited to produce population projections at this level are lacking. In this study, we evaluate the accuracy of several cohort-based methods for small area population projections by race and ethnicity. We apply these methods to population projections of King County, Washington and assess the validity of projections using past population estimates. We find a clear pattern that demonstrates while simplified methods perform well in near term forecasts, methods which employ smoothing strategies perform better in long-term forecasting scenarios. Furthermore, we demonstrate that model’s incorporating multiple stages of smoothing can provide detailed insights into the projected population size of King county and the places and groups which will most contribute to this growth. Detailed projections, such as those provided by multi-stage smoothing methods, enable city planners and policy makers a detailed view of the future structure of their county’s population and provide for them a resource to better meet the needs of future populations.

一些地方机构利用人口预测来更好地满足各县未来的资源需求,确保满足个人在教育、卫生、住房和经济方面的需求。要满足县域人口的特定需求,例如提供哪些资源、将资源投向何处以及确保这些资源的公平分配,就需要人口预测既要有详细的人口统计数据,例如按年龄、种族和民族分列的数据,又要有精确的地理数据,例如人口普查区一级的数据。尽管有此需求,但目前还缺乏对哪种方法最适合在这一层面进行人口预测的评估。在本研究中,我们评估了几种基于队列的方法在按种族和民族进行小地区人口预测时的准确性。我们将这些方法应用于华盛顿州金县的人口预测,并利用过去的人口估计数评估预测的有效性。我们发现了一个清晰的模式,即简化方法在近期预测中表现良好,而采用平滑策略的方法在长期预测中表现更佳。此外,我们还证明,采用多阶段平滑法的模型可以详细了解金县的预计人口规模以及对人口增长贡献最大的地方和群体。详细的预测(如多阶段平滑法提供的预测)使城市规划者和政策制定者能够详细了解本县未来的人口结构,并为他们提供更好地满足未来人口需求的资源。
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引用次数: 0
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Population Research and Policy Review
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