Practice Scale and Organizational Affiliation in U.S. Dentistry: A Cross-Sectional Analysis of the 2024 American Dental Association Health Policy Institute Practice Modality Data

Background. Consolidation of dental practice into multi-site groups and dental support organizations (DSOs) is widely described as the dominant structural trend in U.S. dentistry, yet the most recent primary data release characterizing practice scale — the American Dental Association Health Policy Institute (ADA HPI) 2024 practice modality dataset — was published as tabular data without an accompanying analytic report. This paper provides a formal statistical characterization of that release. Data and Methods. The dataset covers 198,117 of 212,459 practicing U.S. dentists (93.2%), classified into six practice-size categories and, separately, by DSO affiliation, with cross-tabulations by career stage, sex, specialty, and jurisdiction (50 states and the District of Columbia). We compute descriptive distributions; Pearson and Spearman correlations between jurisdiction-level single-location prevalence and DSO affiliation; ordinary least squares gradients; and within-jurisdiction paired comparisons across career stages. All analyses are conducted at the level of published aggregates; microdata were not available. Results. In 2024, 72.7% of U.S. dentists practiced in single-location settings (33.6% in one-location, one-dentist practices; 39.1% in one-location, multi-dentist practices), while 16.1% were DSO-affiliated. Career-stage gradients are large and directionally uniform: single-location prevalence rises from 59.4% among dentists up to 10 years from dental school to 83.3% among those more than 25 years out, and the late-career share exceeds the early-career share in all 51 jurisdictions (mean paired difference 18.0 percentage points; t(50) = 23.54; p < .001). Across jurisdictions, single-location prevalence and DSO affiliation are strongly inversely associated (Pearson r = -0.86; Spearman rho = -0.83; p < .001), an association that is partly definitional given the classification rules and is treated here primarily as a construct-validity check. Jurisdiction-level single-location prevalence ranges from 63.9% (Arizona) to 87.0% (Alaska). Conclusions. Single-location practice remains the modal organizational form in U.S. dentistry by a wide margin. Consolidation, while real and growing, is concentrated among early-career dentists; cross-sectional data cannot distinguish cohort replacement from life-cycle transitions, and both mechanisms carry different long-run implications. The findings bear on workforce policy, antitrust analysis, and the design of technology and services markets that serve small dental practices.

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Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2026-07-24
DOI
https://doi.org/10.5281/zenodo.21536509
Primary Topic
Dental Health and Care Utilization
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article
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article

Practice Scale and Organizational Affiliation in U.S. Dentistry: A Cross-Sectional Analysis of the 2024 American Dental Association Health Policy Institute Practice Modality Data

Brett McParland
Zenodo (CERN European Organization for Nuclear Research)
Dental Health and Care Utilization
article

Practice Scale and Organizational Affiliation in U.S. Dentistry: A Cross-Sectional Analysis of the 2024 American Dental Association Health Policy Institute Practice Modality Data

Brett McParland
article en

Abstract

Background. Consolidation of dental practice into multi-site groups and dental support organizations (DSOs) is widely described as the dominant structural trend in U.S. dentistry, yet the most recent primary data release characterizing practice scale — the American Dental Association Health Policy Institute (ADA HPI) 2024 practice modality dataset — was published as tabular data without an accompanying analytic report. This paper provides a formal statistical characterization of that release. Data and Methods. The dataset covers 198,117 of 212,459 practicing U.S. dentists (93.2%), classified into six practice-size categories and, separately, by DSO affiliation, with cross-tabulations by career stage, sex, specialty, and jurisdiction (50 states and the District of Columbia). We compute descriptive distributions; Pearson and Spearman correlations between jurisdiction-level single-location prevalence and DSO affiliation; ordinary least squares gradients; and within-jurisdiction paired comparisons across career stages. All analyses are conducted at the level of published aggregates; microdata were not available. Results. In 2024, 72.7% of U.S. dentists practiced in single-location settings (33.6% in one-location, one-dentist practices; 39.1% in one-location, multi-dentist practices), while 16.1% were DSO-affiliated. Career-stage gradients are large and directionally uniform: single-location prevalence rises from 59.4% among dentists up to 10 years from dental school to 83.3% among those more than 25 years out, and the late-career share exceeds the early-career share in all 51 jurisdictions (mean paired difference 18.0 percentage points; t(50) = 23.54; p < .001). Across jurisdictions, single-location prevalence and DSO affiliation are strongly inversely associated (Pearson r = -0.86; Spearman rho = -0.83; p < .001), an association that is partly definitional given the classification rules and is treated here primarily as a construct-validity check. Jurisdiction-level single-location prevalence ranges from 63.9% (Arizona) to 87.0% (Alaska). Conclusions. Single-location practice remains the modal organizational form in U.S. dentistry by a wide margin. Consolidation, while real and growing, is concentrated among early-career dentists; cross-sectional data cannot distinguish cohort replacement from life-cycle transitions, and both mechanisms carry different long-run implications. The findings bear on workforce policy, antitrust analysis, and the design of technology and services markets that serve small dental practices.

Zenodo (CERN European Organization for Nuclear Research)
Openalex Percentile: Top 8%
Dental Health and Care Utilization
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