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indicator

Residents/Beds

Residents/Beds

Description

Occupancy, 2019 (Residents/Beds)

Data Source

Nursing Homes Including Rehab Services (NHIRS)

Nursing Home Quality Ratings
Nursing Home Capacity
Staffing Levels And Turnover
Health And Fire Safety Inspections
Quality Measures (Mds And Claims-Based)
Ownership And Certification
Penalties And Enforcement
Snf Quality Reporting And Value-Based Purchasing
Urban/Rural Distribution

Calculation Methodology

  1. 1
    From the CMS Provider Information dataset, read monthly provider information files and extract the state column (STATE), the average residents column (RESTOT), and the certified beds column (BEDCERT) for each facility record. Exclude records where state is AS, GU, MP, PR, or VI. Coerce capacity columns to numeric, treating non-parseable entries as missing.
  2. 2
    Sum total average residents per day and total certified beds by state for each month.
  3. 3
    Calculate the yearly mean of monthly totals per state to produce annualized sums for both metrics.

Source Variables using this Indicator (3)

Visuals Using This Indicator (1)

Visual for Indicator Residents/Beds for 2019

Occupancy, 2019 (Residents/Beds)

View visualization

Why This Matters

Transparent methodology ensures every insight can be traced, verified, and built upon.

Reproducible Research

Every calculation can be traced back to its source. Our methodology documentation enables researchers to replicate findings and build upon our work.

Accountability

Clear attribution and citation requirements ensure proper credit to data providers and maintain research integrity.

Continuous Improvement

Transparent documentation allows for peer review, feedback, and iterative improvements to our analytical approaches.