Previous Article in Journal
Urban-Scale Chikungunya Risk Mapping in the Western Guangdong-Hong Kong-Macao Greater Bay Area Using Remote Sensing
Previous Article in Special Issue
Bridging the Gap: A Mixed-Methods Evaluation of a New Rural Maternity Care Center Amid Nationwide Closures
 
 
Font Type:
Arial Georgia Verdana
Font Size:
Aa Aa Aa
Line Spacing:
Column Width:
Background:
This is an early access version, the complete PDF, HTML, and XML versions will be available soon.
Article

Seasonality, Weather, and Obstetric Level of Care: An Analysis of Rural Delivery Locations

1
Jake Jabs College of Business and Entrepreneurship, Montana State University, Bozeman, MT 59717, USA
2
Department of Sociology and Anthropology, Montana State University, Bozeman, MT 59717, USA
3
IESEG School of Management, Univ. Lille, CNRS, UMR 9221–LEM–Lille Economie Management, F-59000 Lille, France
*
Author to whom correspondence should be addressed.
Int. J. Environ. Res. Public Health 2026, 23(6), 731; https://doi.org/10.3390/ijerph23060731 (registering DOI)
Submission received: 24 March 2026 / Revised: 26 May 2026 / Accepted: 28 May 2026 / Published: 30 May 2026
(This article belongs to the Special Issue Access and Utilization of Maternal Health Services in Rural Areas)

Abstract

Birth seasonality in the United States typically peaks in late summer, yet research has rarely examined these patterns in northern mountainous regions or across different hospital obstetric levels. This study investigates the temporal dynamics of maternal healthcare-seeking behavior in Montana, specifically focusing on seasonality in birth volume and obstetric bypassing (delivering at a non-local hospital). We conducted a retrospective analysis of 98,524 birth records (2014–2022) at hospitals with Level 1, 2, and 3 obstetric units, integrating driving distances and monthly county-level climate data. Statistical analyses included calculating observed-to-expected (O-E) ratios to identify seasonality and regression models to test interactions between season, hospital level, and weather. Montana birth volume is distinguished by a peak in June and a trough in January, with seasonality most pronounced at Level 3 hospitals. Obstetric bypassing significantly decreases during winter (O-E ratio 0.95), particularly for Level 1 hospitals, while increasing during warm, high-precipitation months. Over time, bypassing toward Level 3 hospitals has risen from 13.6% to 20%. We conclude that seasonality and weather correlates are associated with significant variation in care-seeking patterns, reflecting the unique challenges facing rural hospitals.
Keywords: birth seasonality; obstetric bypassing; obstetric level of care; perinatal care access birth seasonality; obstetric bypassing; obstetric level of care; perinatal care access

Share and Cite

MDPI and ACS Style

Thorsen, A.; Thorsen, M.L.; McGarvey, R.G.; Harris, S. Seasonality, Weather, and Obstetric Level of Care: An Analysis of Rural Delivery Locations. Int. J. Environ. Res. Public Health 2026, 23, 731. https://doi.org/10.3390/ijerph23060731

AMA Style

Thorsen A, Thorsen ML, McGarvey RG, Harris S. Seasonality, Weather, and Obstetric Level of Care: An Analysis of Rural Delivery Locations. International Journal of Environmental Research and Public Health. 2026; 23(6):731. https://doi.org/10.3390/ijerph23060731

Chicago/Turabian Style

Thorsen, Andreas, Maggie L. Thorsen, Ronald G. McGarvey, and Sean Harris. 2026. "Seasonality, Weather, and Obstetric Level of Care: An Analysis of Rural Delivery Locations" International Journal of Environmental Research and Public Health 23, no. 6: 731. https://doi.org/10.3390/ijerph23060731

APA Style

Thorsen, A., Thorsen, M. L., McGarvey, R. G., & Harris, S. (2026). Seasonality, Weather, and Obstetric Level of Care: An Analysis of Rural Delivery Locations. International Journal of Environmental Research and Public Health, 23(6), 731. https://doi.org/10.3390/ijerph23060731

Note that from the first issue of 2016, this journal uses article numbers instead of page numbers. See further details here.

Article Metrics

Article metric data becomes available approximately 24 hours after publication online.
Back to TopTop