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Managing prior approval for site-of-service referrals: an algorithmic approach
Maqbool Dada1,2, Vishal Mundly3, Chester G Chambers4,5
1Johns Hopkins Carey Business School, 100 International Drive, Baltimore, MD, 21202, USA. dada@jhu.edu.
Implementing site-of-service policies can significantly reduce healthcare costs for payers. Analyzing claims data allows for tailored strategies, estimating over $1,000 in savings per case by shifting care to ambulatory surgical centers.
Area of Science:
- Health economics
- Healthcare policy analysis
- Claims data analytics
Background:
- Payers and providers are exploring prior authorization to shift care from hospital outpatient departments to ambulatory surgical centers due to payment differentials.
- This shift aims to reduce healthcare expenditures by leveraging lower costs at alternative sites of care.
Purpose of the Study:
- To develop a claims data analysis process for payers to estimate potential savings from site-of-service policies.
- To identify movable cases and recommend implementation strategies tailored to a payer's specific network and case mix.
Main Methods:
- Analysis of 15 months of professional and institutional payment data from a medium-sized managed care organization.
- Development of a rules-based algorithm to identify episodes of care eligible for site-of-service changes.
- Estimation of potential cost savings based on shifting care to alternate sites.
Main Results:
- Identified 64,884 episodes of care as potentially subject to a site-of-service policy.
- Found 7,679 episodes to be attractive candidates for shifting care.
- Projected total savings of approximately $8.2 million, averaging over $1,000 per case.
Conclusions:
- Site-of-service policies can generate substantial savings for small and medium-sized payers.
- Tailoring policies to specific patient and provider populations enhances their effectiveness compared to generic approaches.
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