You Wenpeng
Adelaide Medical School, the University of Adelaide, Adelaide, Australia.
Adelaide Nursing School, the University of Adelaide, Adelaide, Australia.
AIMS Public Health. 2025 May 28;12(2):579-599. doi: 10.3934/publichealth.2025031. eCollection 2025.
This global cross-sectional study analyzed data from 266 "countries" and territories to evaluate the relationship between the nursing and midwifery workforce size (NMWS) and maternal mortality ratios (MMR). Drawing from five major United Nations and World Bank databases, the study offers robust and generalizable insights across diverse health systems and economic settings.
The study examined the association between the NMWS and MMR using scatterplots, bivariate and partial Pearson correlation coefficients, and multiple and stepwise linear regression models. Key confounding variables, including economic affluence measured by the gross domestic product (GDP) per capita adjusted for purchasing power parity, total fertility rate, and urbanization, were included to isolate the independent contribution of the NMWS to maternal health outcomes at the global and regional levels.
The NMWS accounted for 49.13 percent of the global variation in maternal mortality ratios, which indicates a strong inverse relationship. After adjusting for economic and demographic variables, the NMWS remained a significant independent predictor and explained 11.09 percent of the variance. A stepwise regression identified the NMWS as the second most influential predictor of maternal mortality after economic affluence and the fertility rate. The association was strongest in low- and middle-income countries, where workforce shortages and the maternal mortality rates are highest.
This study identifies the NMWS as a critical and measurable factor in reducing maternal mortality worldwide. This study's findings provide compelling evidence for a strategic investment in the nursing and midwifery workforce. Expanding this workforce is essential to improve the maternal health outcomes, especially in countries with limited resources, and should be prioritized in global maternal health and workforce planning strategies.
这项全球横断面研究分析了来自266个“国家”和地区的数据,以评估护理和助产人力规模(NMWS)与孕产妇死亡率(MMR)之间的关系。该研究借鉴了五个主要的联合国和世界银行数据库,在不同的卫生系统和经济环境中提供了有力且具有普遍性的见解。
该研究使用散点图、双变量和偏皮尔逊相关系数以及多元和逐步线性回归模型,检验了NMWS与MMR之间的关联。纳入了关键的混杂变量,包括经购买力平价调整的人均国内生产总值(GDP)衡量的经济富裕程度、总生育率和城市化程度,以分离出NMWS对全球和区域层面孕产妇健康结果的独立贡献。
NMWS占孕产妇死亡率全球变异的49.13%,这表明存在很强的负相关关系。在对经济和人口变量进行调整后,NMWS仍然是一个显著的独立预测因素,并解释了11.09%的变异。逐步回归确定NMWS是仅次于经济富裕程度和生育率的孕产妇死亡率第二大影响因素。这种关联在低收入和中等收入国家最为明显,这些国家的劳动力短缺和孕产妇死亡率最高。
本研究确定NMWS是全球降低孕产妇死亡率的一个关键且可衡量的因素。本研究结果为对护理和助产人力进行战略投资提供了有力证据。扩大这一人力对于改善孕产妇健康结果至关重要,特别是在资源有限的国家,应在全球孕产妇健康和人力规划战略中予以优先考虑。