State and Local Government Expenditures and Infant Mortality.

IF 6.2 2区 医学 Q1 PEDIATRICS
Shivani J Sowmyan, Ashley H Hirai, Jay S Kaufman
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Abstract

Objectives: A previous study reported that increased state and local government expenditures were associated with decreased infant mortality rates (IMRs). However, reported estimates of the association between expenditures and IMR represented the degree to which the association changed each year, not the main effect. We reproduced the original results, reporting this main effect and replicated the analysis using improved methodology and updated data.

Methods: For the reproduction analysis, we used methods and data identical to the original study: A publicly-posted, state-level data set of expenditures from 2000 to 2014 US Census Bureau survey data linked to 2-year lagged IMR data with a random intercept model including an interaction between time and expenditures. For the replication analysis, we added 5 years of data and adjusted for fixed state differences and inflation.

Results: In the reproduction, the main effects of total, environmental, and educational expenditures on IMR were much larger than the interaction effects previously reported as the main effects. For example, a 1-SD increase in per-capita total expenditures was associated with a reduction of 0.35 infant deaths per 1000 live births instead of 0.02 deaths per 1000 live births originally reported. In the updated replication, the main effects were generally even larger (eg, -0.51 deaths per 1000 per SD increase in total expenditures). Increased total expenditures were associated with absolute but not relative reductions in Black-white IMR gaps.

Conclusions: State and local government expenditures are associated with greater reductions in IMR than previously reported, underscoring the importance of continued public investment.

州和地方政府支出与婴儿死亡率。
研究目的之前的一项研究报告称,州和地方政府支出的增加与婴儿死亡率(IMR)的降低有关。然而,所报告的支出与婴儿死亡率之间的关联估计值代表的是每年关联变化的程度,而不是主效应。我们再现了最初的结果,报告了这一主要效应,并使用改进的方法和更新的数据重复了分析:在复制分析中,我们使用了与原始研究相同的方法和数据:我们使用了与原始研究相同的方法和数据:2000 年至 2014 年美国人口普查局调查数据中公开发布的州一级支出数据集,该数据集与滞后两年的 IMR 数据相连接,并使用了随机截距模型,其中包括时间与支出之间的交互作用。在复制分析中,我们增加了 5 年的数据,并对固定的州差异和通货膨胀进行了调整:在复制分析中,总支出、环境支出和教育支出对婴儿死亡率的主要影响远远大于之前作为主要影响报告的交互影响。例如,人均总支出每增加 1 个标准差,每 1000 例活产的婴儿死亡数就会减少 0.35 例,而不是最初报告的每 1000 例活产的婴儿死亡数减少 0.02 例。在最新的复制中,主要效应甚至更大(例如,总支出每增加 1 个标点,每 1000 例死亡中的死亡人数为-0.51)。总支出的增加与黑人-白人 IMR 差距的绝对缩小有关,但与相对缩小无关:结论:与之前的报告相比,州政府和地方政府的支出与儿童死亡率的降低有更大的关联,这强调了持续公共投资的重要性。
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来源期刊
Pediatrics
Pediatrics 医学-小儿科
CiteScore
12.80
自引率
5.00%
发文量
791
审稿时长
2-3 weeks
期刊介绍: The Pediatrics® journal is the official flagship journal of the American Academy of Pediatrics (AAP). It is widely cited in the field of pediatric medicine and is recognized as the leading journal in the field. The journal publishes original research and evidence-based articles, which provide authoritative information to help readers stay up-to-date with the latest developments in pediatric medicine. The content is peer-reviewed and undergoes rigorous evaluation to ensure its quality and reliability. Pediatrics also serves as a valuable resource for conducting new research studies and supporting education and training activities in the field of pediatrics. It aims to enhance the quality of pediatric outpatient and inpatient care by disseminating valuable knowledge and insights. As of 2023, Pediatrics has an impressive Journal Impact Factor (IF) Score of 8.0. The IF is a measure of a journal's influence and importance in the scientific community, with higher scores indicating a greater impact. This score reflects the significance and reach of the research published in Pediatrics, further establishing its prominence in the field of pediatric medicine.
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