From: The impact of agglomeration economies on hospital input prices
Model | OLS | OLS | 2SLS | |
---|---|---|---|---|
1st stage | 2nd stage | |||
Dependent variable | Lab wages | Average price | Lab wages | Average price |
 | (2) | (3) | (4) | (5) |
Independent variables | ||||
 Total Number of Hospital Beds (100 s) | −0.007 | 0.0386*** | −1.743 | 0.041*** |
 | (-0.57) | (3.54) | (-1.50) | (3.56) |
 Medical Lab Wage | - | −0.000 | - | 0.004** |
 | - | (-.038) | - | (5.89) |
 Population Density (1,000 s per Square Mile) | 0.202*** | −0.003*** | 0.208*** | −0.004*** |
 | (4.32) | (-8.46) | (4.69) | (-9.23) |
 Area (1,000 s of Square Miles) | −7.741*** | 0.310*** | −10.112*** | 0.338*** |
 | (-5.06) | (8.78) | (6.45) | (9.29) |
 Lab Technician Licensing Laws | - | - | 446.104*** | - |
 | - | - | (19.24) | - |
Demographic Controlsa | YES | YES | YES | YES |
Year Trend | YES | YES | YES | YES |
Region Fixed Effect | YES | YES | YES | YES |
Year Trend × Region Fixed Effect | YES | YES | YES | YES |
No. of Observations | 5122 | 5122 | 5122 | 5122 |
R-squared | 0.194 | 0.194 | 0.245 | - |
Root MSE | 581.95 | 6.586 | 563.719 | 6.864 |
First-stage F-statistics | - | - | 69.03 | Â |
Wooldridge Robust Score Test | - | - | 33.099 | Â |