Related Experiment Video
Updated: Aug 12, 2026

Four Temporary Waterslide Designs Adapted to Different Slope Conditions to Encourage Child Socialization in Playgrounds
Published on: December 9, 2022
Identification of Service Areas for Nurseries Serving Mildly Ill Children in 105 Major Japanese Cities before and
1Department of Health Services Management, Faculty of Health and Wellness Sciences, Hiroshima International University, Higashihiroshima, Hiroshima, Japan.
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.
Introduction:
To prevent the spread of infectious diseases, general day care centers in Japan ask children to not attend when they are feeling unwell, even if they only have mild symptoms. Thus, when a child becomes ill, their continuity of childcare is disrupted. For this reason, specialized nurseries for children who are mildly ill have been established in Japan, aiming to ensure continuity of care. However, there is limited knowledge regarding the impact on nursery use caused by the distance between a child's residence and the nearest facility.
Methods:
This survey targeted 105 major cities nationwide: 20 designated cities, 23 special wards of Tokyo, and 62 core cities. Using panel data analysis with generalized estimating equations, I determined the monthly number of users of day care for mildly ill children from April 2018 to March 2023 based on the average shortest distance in each city from each child's residence to the corresponding facility. The analysis was adjusted for factors that included general infectious disease trends, childcare capacity for mildly ill children, child population, the coronavirus disease 2019 (COVID-19) pandemic, and presence/absence of a declaration of state emergency/priority infection control measures.
Results:
Both before and during the COVID-19 pandemic, the utilization rate decreased by a factor of 0.825 for every 1-km increase (approximately 17.5% decrease per kilometer) in the shortest distance to a nursery for mildly ill children. When the distance reached 12 km, the utilization rate decreased to 10%.
Conclusions:
Defining the service area as the distance range where utilization rates become one-tenth to equivalent compared with childcare facilities in the same neighborhood as a child's home, the radius remained approximately 12 km both before and during the COVID-19 pandemic.
Related Concept Videos
Specialized Care Centers and Settings-I
Daycare centers
They provide several functions. Some facilities care for healthy newborns and children whose parents work, while others are medically focused and care for...
Specialized Care Centers and Settings-II
Rural health centers are specialized care facilities in remote locations with very few medical personnel. The primary care providers who run the centers are mostly Registered Nurse Practitioners. Here, emergency treatment is provided to critically ill or injured patients before they are transferred to the closest hospital. Fortunately, due to advancement in technology, many rural healthcare facilities and professionals have easy access to diagnostic and treatment...
Continuing Care
Investigation of Disease Outbreaks
Preventive Healthcare Services
Steps in Outbreak Investigation
