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. 2022 Nov 5;22:1321. doi: 10.1186/s12913-022-08711-x

Table 1.

Variable description and sources

Category Variable Description Data sources
Hospital cost Expenses (E) Annual total operating costs of hospitals (logged) Medicare cost report
Transparency APCD (A1) An indicator of whether states have adopted APCDs (adopted = 1, otherwise = 0) The APCD Councils
Competition HHI (C) The sum of squared market shares of hospitals in a Hospital Referral Region (HRR) AHA
Hospital characteristics Size (S) The number of staffed beds
Urban (U)

Location of hospital

(Urban = 1, otherwise = 0)

Nonprofit (O) Ownership of hospital (nonprofit = 1, otherwise = 0)
Teaching (T1) The hospital is affiliated with medical schools (Teaching = 1, otherwise = 0)
Adjusted admission (A2) All patient care activities, including inpatient and outpatient services, undertaken in a hospital
State characteristics Lobbying (L) The total amount of money that AHA subsidiaries spent on lobbying efforts in a state (logged) The center for responsive politics