Carle Illinois College of Medicine, University of Illinois at Urbana-Champaign, Champaign, llinois, 61820, USA.
Carle Foundation Hospital, Urbana, IL, 61801, USA.
BMC Res Notes. 2022 Jul 15;15(1):247. doi: 10.1186/s13104-022-06141-w.
To evaluate the existence of statistically significant clusters of Cesarean section rates at the county level and assess the relationship of such clusters with previously implicated socioeconomic factors.
County-level obstetrics data was extracted from March of Dimes, originally sourced from National Center for Health Statistics. County-level demographic data were extracted from the US Census Bureau. Access to obstetricians was extracted from National Provider Identifier records. Rural counties were identified using Rural Urban Commuting Area codes developed by the department of agriculture. The dataset was geospatially analyzed using Moran's I statistic, a metric of local spatial autocorrelation, to identify clusters of increased or decreased Cesarean section rates. The American South, especially the Deep South, is a major cluster of increased Cesarean section rates. As a general but not absolute pattern, the American West and Midwest had lower Cesarean section rates than the Northeast. Focal areas of increased Cesarean section rates included the Kansas-Nebraska border, Michigan's upper peninsula, and the New York City metropolitan area. The gross geospatial differences were not explained by rurality, obstetric access, or ethnic and racial factors alone.
评估县级剖宫产率是否存在统计学意义上的显著聚类,并评估这些聚类与先前涉及的社会经济因素的关系。
从美国母婴健康组织(March of Dimes)提取了县级产科数据,该数据最初来源于美国国家卫生统计中心(National Center for Health Statistics)。从美国人口普查局(US Census Bureau)提取了县级人口数据。从国家执业医师数据库(National Provider Identifier records)提取了产科医生的就诊情况。使用农业部开发的农村-城市通勤区代码(Rural Urban Commuting Area codes)来确定农村县。使用莫兰指数(Moran's I statistic)对数据集进行了地理空间分析,这是一种衡量局部空间自相关的指标,以确定剖宫产率升高或降低的聚类。美国南部,特别是深南部,是剖宫产率升高的主要聚类地区。一般来说,但并非绝对,美国西部和中西部的剖宫产率低于东北部。剖宫产率升高的焦点地区包括堪萨斯州-内布拉斯加州边界、密歇根州上半岛和纽约市大都市区。单纯的农村性、产科就诊情况、种族和民族因素并不能解释这些明显的地理空间差异。