Related Experiment Video
Updated: May 17, 2026

Using a Real-Time Locating System to Measure Walking Activity Associated with Wandering Behaviors Among Institutionalized Older Adults
Published on: February 8, 2019
Where You Are Matters: Neighborhood Impacts on Nursing Home Staffing Levels
Jenny H Kwon1, Xiao Qiu2, Samuel Van Vleet3
1Philip R. Lee Institute for Health Policy Studies, University of California, San Francisco, CA, USA; Department of Epidemiology & Biostatistics, University of California, San Francisco, CA, USA.
Objectives:
Inadequate staffing levels in US nursing homes (NHs) remain an ongoing concern affecting the quality of care. Socioeconomic deprivation in the areas surrounding NHs may affect their ability to maintain optimal staffing levels, but this relationship remains understudied. This study aimed to examine the associations between neighborhood deprivation and NH staffing levels.
Design:
Cross-sectional observational study using secondary data analysis.
Setting And Participants:
A national NH-level dataset (N = 10,360) was constructed by merging 3 publicly available data sources: the 2023 Area Deprivation Index from the Neighborhood Atlas, the 2022 Nursing Home Archived Data from the Centers for Medicare & Medicaid Services, and the 2022 LTCFocus from Brown University.
Methods:
Multiple linear regression analyses were performed while controlling for other NH facility and resident characteristics.
Results:
The findings showed that higher neighborhood deprivation was significantly associated with fewer hours per resident day for registered nurses (β = -0.001, P < .001) and total nursing staff (β = -0.001, P < .001) on both weekdays and weekends. However, no significant associations were found between neighborhood deprivation and hours per resident day for licensed practical nurses or certified nursing assistants.
Conclusions And Implications:
This study highlights disparities in nursing staff levels in more socioeconomically deprived areas, particularly among registered nurses. Given their broad range of responsibilities and central role in providing clinical care, registered nurses play a critical role in NHs. These findings underscore the need for targeted policy interventions to ensure adequate registered nurse staffing levels in low-resourced communities.
Related Concept Videos
Current Trends in Nursing I
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...
Documentation in Long-Term and Home Healthcare Setting
Long-Term Care Facilities
Current Trends in Nursing II
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...
Ethical Issues
Ethical Concerns in Healthcare: