Texas Vision Plan Network Adequacy Waiver Requests

Texas Department of Insurance records detail waiver requests from vision plans unable to meet state network adequacy standards. Each record tracks a request's status, insurer, county, specialty type, and hearing dates. The data is published by the Texas Department of Insurance on data.texas.gov.

Use Cases

• Analyze waiver approval rates by county and specialty type using 'County', 'Specialty type', and 'Waiver status'.
• Model the relationship between 'Percentage of insureds with sufficient choice' and 'Waiver decision date' to identify approval thresholds.
• Track temporal trends in waiver requests and hearings using 'Waiver start date', 'Hearing date', and 'Waiver end date'.
• Identify insurers with frequent waiver requests by aggregating records by 'Insurer' and 'NAIC No.'.
• Assess reasons for network deficiencies by analyzing text in 'Reason preferred providers not available' and 'Comments'.

Strengths

• Contains 18 distinct columns covering regulatory, geographic, and temporal aspects of waiver requests.
• Data is structured for relational analysis, linking insurers, counties, specialties, and decision timelines.

Limitations

• Sample data is unavailable, preventing assessment of row count, data completeness, or value distributions.
• The dataset's size and total number of records are unknown, limiting scalability evaluation.

Provenance

Source

Texas Department of Insurance (TDI), published on data.texas.gov.

Collection Method

Collected from mandatory waiver request filings submitted by vision insurance plans.

Time Range

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Freshness

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Geography

State of Texas, United States.