The Association of Scope of Practice Expansion with Changes in Optometry Workforce Density
Calder, D.; Johnson, T.; Carpenter, C.; Tan, C.; Omotowa, O.; Wu, C.; Singer, P.; Hu, K.; Stagg, B.
Show abstract
Abstract Importance: Access to eye care is increasingly constrained by declining ophthalmologist workforce density, particularly in rural areas, while optometrist workforce is projected to exceed demand. Numerous state legislatures have expanded optometrist scope of practice (SOP), but the workforce effects of these policies have not been evaluated.. Objective: To evaluate changes in optometrist and ophthalmologist workforce density following state-level expansion of optometrist scope of practice. Design: This retrospective ecological study analyzed workforce density across 50 states and the District of Columbia. Between 2008 - 2019, nine states expanded SOPs for optometrists. We used interrupted time-series regression to estimate associations between these policy changes and provider density from 2010-2021, adjusting for covariates. Setting: Population-based analysis of all 50 US states and the District of Columbia, 2010 - 2021. Participants: State-level workforce data were derived from Bureau of Labor Statistics and US Census data (optometrists) and the American Medical Association Physician Masterfile (ophthalmologists). Socioeconomic covariates were obtained from the American Community Survey. Exposure: State-level legislative expansion of optometrist SOPs to allow injections beyond anti-anaphylaxis treatment, lesion removal, and/or laser procedures. SOP changes were identified through systematic review of legislative and regulatory records. Main Outcomes and Measures: Annual change in optometrist and ophthalmologist workforce density (providers per 100,000 population) following SOP expansion, adjusted for age, income, rates of vision difficulty, diabetes, poverty, and uninsured status. Results: Nine states met inclusion criteria for SOP expansion between 2008 and 2019. Analysis of national data showed that among all 50 US states and the District of Columbia, SOP expansion was associated with a non-significant change in optometrist density (-0.65 per 100,000; 95% CI, -1.87 to 0.57) and ophthalmologist density (+0.09; 95% CI, -0.10 to 0.28). Results were consistent in the 9-state subgroup (optometrists: -0.60, 95% CI -2.90 to 1.70; ophthalmologists: +0.02, 95% CI -0.13 to 0.18). Conclusions and Relevance: Our population-level data suggest that, in the US, state legislation expanding optometrist scope of practice has not been associated with increased workforce density. As numerous state legislatures continue to consider such policies, these findings can inform efforts to balance access to eye care with patient safety.
Matching journals
The top 3 journals account for 50% of the predicted probability mass.
Similar papers in this journal
- Differences in Characteristics of Medicare Patients Treated by Ophthalmologists and Optometrists 94%
- Knowledge and Awareness-based Survey of COVID-19 within the Eye Care Profession in Nepal: Misinformation is Hiding the Truth. 92%
- Factors Affecting Guardians’ Decision Making on Clinic-based Purchase of Children’s Spectacles in Nigeria 92%
Similar papers in this journal
- Validity and Reliability of the CVI Range for Clinical Research (CVI Range-CR): Baseline and One-Year Results 92%
- The Refractive Error and Vision Impairment Estimation With Spectacle data (REVIEWS) study 91%
- Using electronic health record data to determine the safety of aqueous humor liquid biopsies for molecular analyses 90%
Similar papers in this journal
- Automated vision screening of children using a mobile graphic device 91%
- Increasing frequency of hospital admissions for retinal detachment and vitreo-retinal surgery in England 2000-2018 90%
- An Open-Source Dataset Of Anti-Vegf Therapy In Diabetic Macular Oedema Patients Over Four Years & Their Visual Outcomes 89%
Similar papers in this journal
- The learning curve of murine subretinal injection among clinically trained ophthalmic surgeons 91%
- Identification of Risk Factors for Glaucoma Progression in Free-Text Clinical Notes using a Local Small Language Model 90%
- Two-Photon Microperimetry: A media opacity-independent retinal function assay 90%
Similar papers in this journal
- Risk Model for Intraoperative Complication during Cataract Surgery Based on Data from 900,000 Eyes – Previous Intravitreal Injection is a Risk Factor 91%
- Unveiling the Clinical Incapabilities: A Benchmarking Study of GPT-4V(ision) for Ophthalmic Multimodal Image Analysis 90%
- Performance of DeepSeek-R1 in Ophthalmology: An Evaluation of Clinical Decision-Making and Cost-Effectiveness 90%
"Similar papers" are the closest papers from that journal in the model's embedding space. They show what the match is built on, but the ranking comes mostly from a classifier over the whole training set, not from these examples alone.