Haley Kristin Layton, PHD.
Clinical Psychologist (CMS) · Bryant, AR
Shared published services3 shared services · view billing descriptions
100%Service-mix similarityView profile →
Similar work.
More providers to explore.
Compare the published Medicare service mix of Rebecca L Tilley, PSY D. with clinicians in the same registry specialty: Clinical Psychologist (CMS).
AR · Exact areaEdit location
2024 published service data · 17 eligible profiles compared. Similarity describes billing patterns, not quality, outcomes, or suitability for your care.
Brian Anderson, PSY.D.
Clinical Psychologist (CMS) · Little Rock, AR
Shared published services3 shared services · view billing descriptions
99%Service-mix similarityView profile →
Mary Denise Compton, PHD
Clinical Psychologist (CMS) · Little Rock, AR
Shared published services3 shared services · view billing descriptions
83%Service-mix similarityView profile →
Kristen W Eckelhoff, PSYD
Specialty details in registry · Fort Smith, AR
Shared published services1 shared services · view billing descriptions
30%Service-mix similarityView profile →
Shona Kathlene Palmer, PH.D.
Clinical Psychologist (CMS) · Rogers, AR
Shared published services1 shared services · view billing descriptions
18%Service-mix similarityView profile →
Marcela Velarde Johnston, PHD
Clinical Psychologist (CMS) · Sherwood, AR
Shared published services1 shared services · view billing descriptions
17%Service-mix similarityView profile →
Sally Browder, PH.D.
Clinical Psychologist (CMS) · Little Rock, AR
Shared published services1 shared services · view billing descriptions
13%Service-mix similarityView profile →
Tammy J Berke, PHD
Clinical Psychologist (CMS) · Mountain Home, AR
Shared published services1 shared services · view billing descriptions
10%Service-mix similarityView profile →
How this comparison works
We use the same calendar year of CMS Medicare Physician & Other Practitioners data for both providers. Published non-drug service counts are combined by HCPCS code across places of service. We apply log(1 + count), normalize the vectors, and compare them using cosine similarity.
Candidates share the reference provider’s current NPPES primary taxonomy and match the location you enter. We examine up to 500 candidates in NPI order, then show up to 12 with the highest positive similarity within that set. The score is not a percentile, medical recommendation, or prediction. Suppressed services are not estimated. Medicare fee-for-service data does not describe a provider’s entire practice.
Source: CMS Medicare Physician & Other Practitioners - by Provider and Service : 2024-12-01 · Published May 21, 2026.