Identification of Service Areas for Nurseries Serving Mildly Ill Children in 105 Major Japanese Cities before and

Akira Ehara1

  • 1Department of Health Services Management, Faculty of Health and Wellness Sciences, Hiroshima International University, Higashihiroshima, Hiroshima, Japan.

JMA Journal
|August 11, 2026
PubMed

Insights

Childcare nurseries for mildly ill children in Japan see a 17.5% decrease in use for every kilometer farther away they are located. This distance-based utilization pattern remained consistent even during the COVID-19 pandemic.

Area of Science:

  • Public Health
  • Childcare Services
  • Urban Planning

Background:

  • General day care centers in Japan require children with mild symptoms to stay home, disrupting childcare continuity.
  • Specialized nurseries for mildly ill children were established to address this issue, but their accessibility remains understudied.

Purpose of the Study:

  • To investigate the impact of residential distance on the utilization of specialized nurseries for mildly ill children in Japan.
  • To determine the effective service area radius for these facilities.

Main Methods:

  • Panel data analysis using generalized estimating equations was conducted on data from 105 major Japanese cities (April 2018-March 2023).
  • Monthly user numbers were analyzed against the average shortest distance from residence to facility, controlling for infectious disease trends, childcare capacity, child population, and COVID-19 related measures.

Main Results:

  • A 17.5% decrease in utilization (factor of 0.825 per km) was observed for every 1-km increase in distance to the nursery.
  • Utilization dropped to 10% at a distance of 12 km.

Conclusions:

  • The effective service area radius for these specialized nurseries was approximately 12 km.
  • This radius remained consistent both before and during the COVID-19 pandemic, highlighting the persistent impact of distance on accessibility.
Abstract

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