The Digital Consolidation of Modern Dentistry: A Comprehensive Meta-Analysis of Enterprise Resource Planning Systems, Revenue Cycle Management, and Operational Efficiency in Dental Support Organizations

<span style="font-weight: 400;">The landscape of dental medicine is undergoing a profound structural and economic transformation. The traditional solo practitioner model is rapidly yielding to consolidated, data-driven group practices and Dental Support Organizations (DSOs). This meta-analysis provides an exhaustive synthesis of current peer-reviewed literature, industry reports, and quantitative operational data to evaluate the impact of Enterprise Resource Planning (ERP) systems on DSO performance. By aggregating data across multiple studies encompassing thousands of dental clinics, this report quantifies the operational, financial, and clinical outcomes associated with centralized practice management. Key findings indicate that DSOs leveraging integrated ERP architectures achieve significant improvements in Revenue Cycle Management (RCM), reducing supply costs to 5 to 6 percent of overhead compared to the 7 to 8 percent average in solo practices. Furthermore, centralized RCM workflows reduce Days Sales Outstanding (DSO) metrics by an average of three days and mitigate gross collection losses. The integration of Artificial Intelligence (AI) into these systems demonstrates statistically significant improvements in diagnostic accuracy, with Area Under the Curve (AUC) increases of 0.050 (p &lt; 0.001) for radiographic caries detection. However, the centralization process is not without friction. Evidence highlights potential pitfalls including organizational resistance, high implementation costs, and the risk of diminished local autonomy. This report concludes that the successful deployment of ERP systems in dentistry requires a holistic approach that aligns technological infrastructure with rigorous change management and clinical quality measures.</span>

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Publication Details

Journal
UNC Libraries
Published
2026-02-16
DOI
https://doi.org/10.17615/fy50-gd89
Primary Topic
Transportation Systems and Infrastructure
Type
article
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article

The Digital Consolidation of Modern Dentistry: A Comprehensive Meta-Analysis of Enterprise Resource Planning Systems, Revenue Cycle Management, and Operational Efficiency in Dental Support Organizations

Owen R. Thornton
UNC Libraries
Transportation Systems and Infrastructure
article

The Digital Consolidation of Modern Dentistry: A Comprehensive Meta-Analysis of Enterprise Resource Planning Systems, Revenue Cycle Management, and Operational Efficiency in Dental Support Organizations

Owen R. Thornton
article en

Abstract

<span style="font-weight: 400;">The landscape of dental medicine is undergoing a profound structural and economic transformation. The traditional solo practitioner model is rapidly yielding to consolidated, data-driven group practices and Dental Support Organizations (DSOs). This meta-analysis provides an exhaustive synthesis of current peer-reviewed literature, industry reports, and quantitative operational data to evaluate the impact of Enterprise Resource Planning (ERP) systems on DSO performance. By aggregating data across multiple studies encompassing thousands of dental clinics, this report quantifies the operational, financial, and clinical outcomes associated with centralized practice management. Key findings indicate that DSOs leveraging integrated ERP architectures achieve significant improvements in Revenue Cycle Management (RCM), reducing supply costs to 5 to 6 percent of overhead compared to the 7 to 8 percent average in solo practices. Furthermore, centralized RCM workflows reduce Days Sales Outstanding (DSO) metrics by an average of three days and mitigate gross collection losses. The integration of Artificial Intelligence (AI) into these systems demonstrates statistically significant improvements in diagnostic accuracy, with Area Under the Curve (AUC) increases of 0.050 (p &lt; 0.001) for radiographic caries detection. However, the centralization process is not without friction. Evidence highlights potential pitfalls including organizational resistance, high implementation costs, and the risk of diminished local autonomy. This report concludes that the successful deployment of ERP systems in dentistry requires a holistic approach that aligns technological infrastructure with rigorous change management and clinical quality measures.</span>

UNC Libraries
Industry, innovation and infrastructure
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Transportation Systems and Infrastructure
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