Bridging the Gap: Competition-Aware MH3SFCA Mapping of Dental Care Accessibility in Germany

Equitable access to dental care across Germany remains constrained by geographic barriers, yet traditional provider-to-population ratios fail to capture spatial complexity. This study employed a Modified Huff Three-Step Floating Catchment Area (MH3SFCA) method to quantify dental care accessibility at the ZIP-code level across all 8171 German postal code zones, integrating 2022 Census demand data, 38,023 dental facilities, and network-based travel times. Results revealed stark geographic disparities: accessibility exhibited strong positive spatial autocorrelation (Moran’s I = 0.97, p < 0.001), with 22.6% of the population in high-access urban clusters concentrated in Berlin, Hamburg, and the Rhine-Ruhr region, while statistically significant cold spots affected only a small share of the national population but formed geographically persistent clusters in rural and peripheral regions. The Gini coefficient of 0.55 indicated moderate overall inequality, substantially higher than for physician distribution (Gini = 0.19). Regional heterogeneity was prominent: Mecklenburg-Western Pomerania had 74.9% of its population in the lowest accessibility quartile (mean index = 0.7), while Berlin achieved near-universal high access (mean = 15.3). The MH3SFCA framework provides German planning bodies with a dynamic tool for routine accessibility monitoring and scenario analysis, supporting targeted, place-based workforce interventions that move beyond static mapping toward more equitable distribution of dental care.

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Publication Details

Journal
ISPRS International Journal of Geo-Information
Published
2026-08-26
DOI
https://doi.org/10.3390/ijgi15090386
Primary Topic
Dental Health and Care Utilization
Type
article
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article

Bridging the Gap: Competition-Aware MH3SFCA Mapping of Dental Care Accessibility in Germany

Boris Kauhl, Antje van der Zee‐Neuen, Sebastian F. Völker, Tim Johansson
ISPRS International Journal of Geo-Information
Dental Health and Care Utilization
article

Bridging the Gap: Competition-Aware MH3SFCA Mapping of Dental Care Accessibility in Germany

Boris Kauhl, Antje van der Zee‐Neuen, Sebastian F. Völker, Tim Johansson
article en

Abstract

Equitable access to dental care across Germany remains constrained by geographic barriers, yet traditional provider-to-population ratios fail to capture spatial complexity. This study employed a Modified Huff Three-Step Floating Catchment Area (MH3SFCA) method to quantify dental care accessibility at the ZIP-code level across all 8171 German postal code zones, integrating 2022 Census demand data, 38,023 dental facilities, and network-based travel times. Results revealed stark geographic disparities: accessibility exhibited strong positive spatial autocorrelation (Moran’s I = 0.97, p < 0.001), with 22.6% of the population in high-access urban clusters concentrated in Berlin, Hamburg, and the Rhine-Ruhr region, while statistically significant cold spots affected only a small share of the national population but formed geographically persistent clusters in rural and peripheral regions. The Gini coefficient of 0.55 indicated moderate overall inequality, substantially higher than for physician distribution (Gini = 0.19). Regional heterogeneity was prominent: Mecklenburg-Western Pomerania had 74.9% of its population in the lowest accessibility quartile (mean index = 0.7), while Berlin achieved near-universal high access (mean = 15.3). The MH3SFCA framework provides German planning bodies with a dynamic tool for routine accessibility monitoring and scenario analysis, supporting targeted, place-based workforce interventions that move beyond static mapping toward more equitable distribution of dental care.

ISPRS International Journal of Geo-InformationVol. 15(9)
University of Potsdam (DE), University of Salzburg (AT), TU Dortmund University (DE), Paracelsus Medical University (AT), Ludwig Boltzmann Institute for Arthritis and Rehabilitation (AT), IU International University of Applied Sciences (DE)
Sustainable cities and communities
Openalex Percentile: Top 9%
Dental Health and Care Utilization
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