从出生前到 12 岁期间与纵向反应模式相关的特定种族特征:来自《新西兰成长》的证据。

IF 4.9 2区 医学 Q1 PUBLIC, ENVIRONMENTAL & OCCUPATIONAL HEALTH
Esther S Yao, Denise Neumann, Seini Taufa, Renee Liang, Te Kani Kingi, Fiona Langridge, Sarah-Jane Paine
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引用次数: 0

摘要

背景:纵向研究可以产生有价值的科学知识,但也可能因系统性减员而受到影响。以往的研究表明,社会人口特征(如种族、年龄、教育水平、社会经济状况)与流失率有关。然而,人们对这些特征是否因种族而异,以及这对群体保留策略有何影响知之甚少:方法:我们利用新西兰出生队列研究(Growing Up in New Zealand birth cohort study,N=6743)中从产前到 12 年的数据,按种族(毛利人、太平洋岛屿族裔、亚裔、欧裔)研究了横向响应率,使用序列分析和聚类分析确定了独特的纵向响应模式,并使用二元逻辑回归研究了与这些响应模式相关的特定种族社会人口特征:12年的总体应答率为71.0%,在六次数据收集过程中,不同种族的应答率差异有所扩大。发现了三种纵向应答模式:经常应答者(65.2%)、间歇性不应答者(29.6%)和经常不应答者(5.2%)。在所有种族群体中,产妇年龄较小、受教育程度较低等社会人口学特征与较高的未回复群组成员可能性相关。然而,不同种族之间也存在重要的细微差别。对于欧洲人来说,个人层面的因素(如家庭物质匮乏和孕产妇一般健康状况)往往与不回应有关,而对于毛利人、太平洋岛屿族裔和亚洲人来说,结构层面的因素(如地区层面的匮乏和种族歧视)往往与不回应有关:纵向响应模式中的种族差异是由多种不利因素造成的,因此需要有针对性的保留策略。按种族进行分层分析对于揭示细微差别非常重要。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Ethnic-specific characteristics associated with longitudinal response patterns from prebirth to 12 years: evidence from Growing Up in New Zealand.

Background: Longitudinal studies can generate valuable scientific knowledge, but can be compromised by systematic attrition. Previous research shows that sociodemographic characteristics (eg, ethnicity, age, educational level, socioeconomic circumstances) are associated with attrition rates. However, little is known about whether these characteristics differ by ethnicity, and how this impacts cohort retention strategies.

Methods: Using antenatal to 12-year data from the Growing Up in New Zealand birth cohort study (N=6743), we examined transversal response rates by ethnicity (Māori, Pacific, Asian, European), used sequence analysis and cluster analysis to identify unique longitudinal response patterns, and binary logistic regression to examine ethnic-specific sociodemographic characteristics associated with these response patterns.

Results: The overall response rate at 12 years was 71.0%, with ethnic differences in response rates widening over the six data collection waves. Three longitudinal response patterns were identified: frequent responders (65.2%), intermittent non-responders (29.6%) and frequent non-responders (5.2%). Sociodemographic characteristics such as younger maternal age and lower maternal education were associated with a higher likelihood of membership in the non-response clusters across all ethnic groups. However, there were also important nuances by ethnicity. Individual level factors (eg, household material deprivation and maternal general health) tended to be associated with non-response for Europeans, whereas structural level factors (eg, area-level deprivation and racial discrimination) tended to be associated with non-response for Māori, Pacific and Asian peoples.

Conclusion: Ethnic differences in longitudinal response patterns are due to multiple factors of disadvantage, and therefore require targeted retention strategies. Stratifying analyses by ethnicity is important for revealing nuanced insights.

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来源期刊
Journal of Epidemiology and Community Health
Journal of Epidemiology and Community Health 医学-公共卫生、环境卫生与职业卫生
CiteScore
11.10
自引率
0.00%
发文量
100
审稿时长
3-6 weeks
期刊介绍: The Journal of Epidemiology and Community Health is a leading international journal devoted to publication of original research and reviews covering applied, methodological and theoretical issues with emphasis on studies using multidisciplinary or integrative approaches. The journal aims to improve epidemiological knowledge and ultimately health worldwide.
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