Department of Social Welfare, University of California, Los Angeles (UCLA), Luskin School of Public Affairs, 337 Charles E Young Dr E, Los Angeles, CA, 90095, USA.
Department of Pediatrics, David Geffen School of Medicine, University of California, Los Angeles (UCLA), Center for Healthier Children, Families, and Communities, Los Angeles, USA.
BMC Public Health. 2023 Dec 11;23(1):2474. doi: 10.1186/s12889-023-17246-7.
Early childhood health development is positively associated with income, but the strength of this relationship with ethnoracial background remains unclear. This study examined the extent of health development inequities among California kindergarteners based on ethnoracial backgrounds and neighborhood-level income.
This cross-sectional study assessed health development inequities by analyzing neighborhood-level income, ethnoracial background, and health development data for California kindergarteners. Student-level data (n = 106,574) were collected through teacher report between 2010-2020 across 52 school districts and 964 schools. Student addresses were geocoded and linked to American Community Survey neighborhood income levels. Health development was measured using the Early Development Instrument, a population-level measure which includes physical health and well-being, social competence, emotional maturity, language and cognitive development, and communication skills and general knowledge domains. Outcomes included being "on-track" in each domain as well as overall health development.
Using a Generalized Estimation Equation with a log-link function, while accounting for interactions between ethnoracial background, income, and income-squared, we found significant health development inequities by ethnoracial background and neighborhood-level income. Regarding overall health development, as well as the physical, social and emotional domains, Black students had a lower likelihood of being on-track compared to the weighted average across income levels, whereas Asian students surpassed the weighted average. White students exhibited the steepest slope, and at the lowest income levels, their health development scores were akin to their Black and Hispanic/Latino/a low-income counterparts but resembled their Asian counterparts at higher income levels. For the general knowledge and communication domain, white students consistently had the highest likelihood of being on-track, while Hispanic/Latino/a students had the lowest likelihood across all income levels.
This study examines health development inequities among California kindergarteners in diverse communities. Our analysis shows that the relationship between neighborhood-level income and kindergartners' health development varies by domain and is weaker for students of color. Given the scarcity of population-level data on health development outcomes, these analyses offer valuable insights for identifying ecosystems necessitating support in promoting equitable early childhood health development.
儿童早期健康发展与收入呈正相关,但这种关系与民族种族背景的强度仍不清楚。本研究通过分析加利福尼亚幼儿园儿童的民族种族背景和社区收入水平,研究了基于民族种族背景的健康发展差距的程度。
本横断面研究通过分析社区收入、民族种族背景和加利福尼亚幼儿园儿童的健康发展数据来评估健康发展差距。学生水平的数据(n=106574)通过 2010-2020 年期间教师报告在 52 个学区和 964 所学校中收集。学生地址经过地理编码并与美国社区调查社区收入水平相关联。健康发展使用早期发展工具进行衡量,这是一种人口水平的衡量标准,包括身体健康和幸福感、社会能力、情绪成熟度、语言和认知发展以及沟通技巧和一般知识领域。结果包括在每个领域都“在轨道上”以及整体健康发展。
使用广义估计方程和对数链接函数,同时考虑民族种族背景、收入和收入平方之间的相互作用,我们发现民族种族背景和社区收入水平对健康发展存在显著的不平等。关于整体健康发展以及身体、社会和情感领域,与加权平均水平相比,黑人学生在轨道上的可能性较低,而亚洲学生则超过了加权平均水平。白人学生表现出最陡峭的斜率,在最低收入水平下,他们的健康发展得分与他们的黑人同胞和低收入的西班牙裔/拉丁裔/拉丁裔相似,但在较高收入水平下与他们的亚洲同行相似。对于一般知识和沟通领域,白人学生一直以来在轨道上的可能性最高,而西班牙裔/拉丁裔/拉丁裔学生在所有收入水平下的可能性最低。
本研究考察了加利福尼亚多元化社区幼儿园儿童的健康发展差距。我们的分析表明,社区收入与幼儿园儿童健康发展之间的关系因领域而异,对有色人种学生的关系较弱。鉴于健康发展结果的人口水平数据稀缺,这些分析为确定需要支持的生态系统提供了有价值的见解,以促进公平的儿童早期健康发展。