Access to hospitals for people with Alzheimer's disease and related dementias

Alzheimer's Disease and Related Dementias (ADRD) affects millions worldwide. Significant disparities exist in ADRD diagnosis and care, disproportionately impacting minority and socioeconomically vulnerable populations. In this study, we investigate the relationship between ADRD density and accessibility to hospitals. We identify underserved and overserved areas in Maryland based on diagnosed cases and mortality due to ADRD, focusing on geographic disparities in care. 2023 Maryland ADRD patients were identified using ICD-10 codes. Accessibility was measured using the Kernel Density Two-Step Floating Catchment Area (KD2SFCA) method and sensitivity analysis. The Gini index and Mann-Whitney U were used to analyze disparities between urban and rural areas. Hot Spot Analysis Getis-Ord Gi∗ and local bivariate relationships analysis were applied to assess spatial correlations. Principal component analysis (PCA) was applied to calculate the health risk index. Hospital accessibility was unevenly distributed. Mortality rates from ADRD were higher in underserved areas with fewer hospitals. Hot spot analysis shows eastern and southern Maryland have zones with high mortality per population and per ADRD patient, surrounded by similarly high-rate zones. Central Maryland shows lower death rates per patient but more hospital facilities. In parts of the southeastern Maryland, higher-poverty areas are surrounded by zones with lower accessibility and higher health risk indices. Hospital accessibility is unevenly distributed, creating major rural disparities. Underserved regions in terms of access to hospitals, particularly in eastern and southern Maryland, exhibit high ADRD mortality rates despite low diagnosis rates. The observed discrepancy supports the hypothesis that a significant portion of the ADRD population in these regions may remain undiagnosed within the inpatient system or face barriers to timely care. • Unequal hospital access highly impacts vulnerable rural areas. • Hot spots in east/south MD exhibit significant clustered high mortality per diagnosis. • Cold spots in central MD show reduced ADRD mortality per diagnosed case. • Poverty in East MD correlates with a higher health risk and reduced accessibility.

Authors

Institutions

Publication Details

Journal
Journal of Transport & Health
Published
2026-03-17
DOI
https://doi.org/10.1016/j.jth.2026.102304
Primary Topic
Dementia and Cognitive Impairment Research
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Access to hospitals for people with Alzheimer's disease and related dementias

Saeed Saleh Namadi, Jie Chen, Deb Niemeier
Journal of Transport & Health
Dementia and Cognitive Impairment Research
article

Access to hospitals for people with Alzheimer's disease and related dementias

Saeed Saleh Namadi, Jie Chen, Deb Niemeier
article en

Abstract

Alzheimer's Disease and Related Dementias (ADRD) affects millions worldwide. Significant disparities exist in ADRD diagnosis and care, disproportionately impacting minority and socioeconomically vulnerable populations. In this study, we investigate the relationship between ADRD density and accessibility to hospitals. We identify underserved and overserved areas in Maryland based on diagnosed cases and mortality due to ADRD, focusing on geographic disparities in care. 2023 Maryland ADRD patients were identified using ICD-10 codes. Accessibility was measured using the Kernel Density Two-Step Floating Catchment Area (KD2SFCA) method and sensitivity analysis. The Gini index and Mann-Whitney U were used to analyze disparities between urban and rural areas. Hot Spot Analysis Getis-Ord Gi∗ and local bivariate relationships analysis were applied to assess spatial correlations. Principal component analysis (PCA) was applied to calculate the health risk index. Hospital accessibility was unevenly distributed. Mortality rates from ADRD were higher in underserved areas with fewer hospitals. Hot spot analysis shows eastern and southern Maryland have zones with high mortality per population and per ADRD patient, surrounded by similarly high-rate zones. Central Maryland shows lower death rates per patient but more hospital facilities. In parts of the southeastern Maryland, higher-poverty areas are surrounded by zones with lower accessibility and higher health risk indices. Hospital accessibility is unevenly distributed, creating major rural disparities. Underserved regions in terms of access to hospitals, particularly in eastern and southern Maryland, exhibit high ADRD mortality rates despite low diagnosis rates. The observed discrepancy supports the hypothesis that a significant portion of the ADRD population in these regions may remain undiagnosed within the inpatient system or face barriers to timely care. • Unequal hospital access highly impacts vulnerable rural areas. • Hot spots in east/south MD exhibit significant clustered high mortality per diagnosis. • Cold spots in central MD show reduced ADRD mortality per diagnosed case. • Poverty in East MD correlates with a higher health risk and reduced accessibility.

Journal of Transport & HealthVol. 49
University of Maryland, College Park (US)
No poverty
Openalex Percentile: Top 28%
Dementia and Cognitive Impairment Research
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.