Spatiotemporal trends and geographic disparities in spatial accessibility to maternal and child health services in Nanning, China: impact of two-child policies
- PMID: 39148114
- PMCID: PMC11325703
- DOI: 10.1186/s12913-024-11415-z
Spatiotemporal trends and geographic disparities in spatial accessibility to maternal and child health services in Nanning, China: impact of two-child policies
Abstract
Background: China's family planning policies have experienced stages of one-child policy, partial two-child policy, and universal two-child policy. However, the impact of these policy shifts on the spatial accessibility to maternal and child health (MCH) services for women and children remains uncertain. This study aimed to evaluate the spatiotemporal trends and geographic disparities in spatial accessibility to MCH services in the context of two-child polices.
Methods: This study was conducted in Nanning prefecture, China, from 2013 to 2019. Data on the transportation networks, MCH institutes, the annual number of newborns, and the annual number of pregnant women in Nanning prefecture were collected. Gaussian two-step floating catchment area (Ga2SFCA) method was employed to measure the spatial accessibility to MCH services at county, township, and village levels. Temporal trends in spatial accessibility were analyzed using Joinpoint regression analysis. Geographic disparities in spatial accessibility were identified using geographic information system (GIS) mapping techniques.
Results: Overall, the spatial accessibility to MCH services showed an upward trend from 2013 to 2019 at county, town, and village levels, with the average annual percent change (AAPC) being 5.04, 4.73, and 5.39, respectively. Specifically, the spatial accessibility experienced a slight downward trend during the period of partial two-child policy for both parents only children (i.e., 2013-2014), a slight upward trend during the period of partial two-child policy for either parent only child (i.e., 2014-2016) and the early stages of universal two-child policy (i.e., 2016-2018), and a large upward trend in the later stages of universal two-child policy (i.e., 2018-2019). Spatial accessibility to MCH services gradually decreased from central urban areas to surrounding rural areas. Regions with low spatial accessibility were predominantly located in remote rural areas.
Conclusion: With the gradual opening of the two-child policies, the spatial accessibility to MCH services for women and children has generally improved. However, significant geographic disparities have persisted throughout the stages of the two-child policies. Comprehensive measures should be considered to improve equity in MCH services for women and children.
Keywords: Geographic disparities; Maternal and child health services; Spatial accessibility; Spatiotemporal trends; Two-child policies.
© 2024. The Author(s).
Conflict of interest statement
The authors declare no competing interests.
Figures





Similar articles
-
Is economic inequality in maternal and child healthcare decreasing in India? Trends between 2005-2006, 2015-2016 and 2019-2021.BMJ Open. 2025 Jan 2;15(1):e084328. doi: 10.1136/bmjopen-2024-084328. BMJ Open. 2025. PMID: 39753254 Free PMC article.
-
Trends in maternal and child health in China and its urban and rural areas from 1991 to 2020: a joinpoint regression model.Sci Rep. 2024 Jun 12;14(1):13480. doi: 10.1038/s41598-024-63689-2. Sci Rep. 2024. PMID: 38866837 Free PMC article.
-
High-resolution mapping of essential maternal and child health service coverage in Nigeria: a machine learning approach.BMJ Open. 2024 Jun 10;14(6):e080135. doi: 10.1136/bmjopen-2023-080135. BMJ Open. 2024. PMID: 38858137 Free PMC article.
-
From Hull-House Maps and Papers to Geographic Information System (GIS) Applications: A Systematic Review for Utilization of GIS in a Social Work Grand Challenge of Closing the Health Gap.Health Soc Work. 2025 Feb 1;50(1):7-17. doi: 10.1093/hsw/hlae040. Health Soc Work. 2025. PMID: 39696956
-
A scoping review of geographic information systems in maternal health.Int J Gynaecol Obstet. 2016 Jul;134(1):13-7. doi: 10.1016/j.ijgo.2015.11.022. Epub 2016 Apr 1. Int J Gynaecol Obstet. 2016. PMID: 27126906 Free PMC article.
References
MeSH terms
LinkOut - more resources
Full Text Sources