Variables | Medical expenditure | |||||||
---|---|---|---|---|---|---|---|---|
Total medical expenditure | Drug expenditure | Diagnostic testing expenditure | Medical consumables expenditure | Nursing care expenditure | Bed expenditure | Surgery expenditure | Blood expenditure | |
Grade II Level C hospitals and below | − 0.3531*** (− 80.67) | − 0.1770*** (− 23.86) | − 0.6669*** (− 91.70) | − 1.5519*** (− 71.23) | 0.1052*** (22.31) | 0.0275*** (5.97) | 0.3657*** (6.33) | 0.1134 (1.03) |
Reimbursement ratio | 2.8337*** (476.94) | 3.5130*** (341.30) | 2.9196*** (290.56) | 2.2779*** (124.16) | 1.1810*** (180.76) | 1.3726*** (215.96) | 1.8651*** (35.77) | 0.5233*** (8.77) |
Deductible | − 0.0004*** (− 48.85) | − 0.0010*** (− 80.18) | 0.0004*** (38.96) | − 0.0019*** (− 82.03) | − 0.0006*** (− 75.04) | − 0.0002*** (− 26.35) | − 0.0007*** (− 11.93) | − 0.0008*** (− 10.09) |
Gender | − 0.0253*** (− 18.35) | − 0.0615*** (− 26.28) | 0.0019 (0.86) | − 0.0846*** (− 20.35) | 0.0042*** (2.83) | 0.0079*** (5.48) | 0.1289*** (11.98) | − 0.0795*** (− 6.00) |
Age | 0.0032*** (97.67) | 0.0041*** (74.45) | 0.0106*** (202.17) | 0.0009*** (9.76) | − 0.0009*** (− 25.30) | − 0.0013*** (− 37.89) | − 0.0008*** (− 2.76) | − 0.0018*** (− 4.86) |
Length of stay | 0.0381*** (387.80) | 0.0445*** (265.95) | 0.0157*** (97.08) | 0.0211*** (70.77) | 0.0563*** (523.95) | 0.0581*** (555.58) | 0.0123*** (17.58) | 0.0008 (1.45) |
Disease type | − 0.1082*** (− 7.16) | − 0.0672*** (− 26.24) | − 0.1792*** (− 72.47) | 0.2516*** (55.24) | − 0.0084*** (− 5.21) | − 0.0161*** (− 10.11) | 1.0873*** (55.58) | 0.0715*** (3.78) |
Time | Controlled | Controlled | Controlled | Controlled | Controlled | Controlled | Controlled | Controlled |
Constant term | − 6.3151*** (− 18.53) | − 8.9735*** (− 15.54) | − 2.3033*** (− 4.14) | − 6.0105*** (− 6.95) | 3.2574*** (6.34) | 3.3615*** (6.66) | − 6.2437*** (− 3.31) | 7.0561*** (11.28) |
R2 | 0.6254 | 0.4498 | 0.4265 | 0.1073 | 0.5037 | 0.5334 | 0.0444 | 0.0237 |
Sample size | 488,623 | 486,558 | 483,777 | 483,797 | 488,166 | 486,079 | 117,194 | 8885 |