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Adjusted t statistics AP Average price AP BED appear in parentheses BED coefficients range BED INC GP capita personal income cians demand for physicians dependent variable DIFFERENCES ACROSS COUNTIES endogenous variable estimated EXPENDITURES FOR PHYSICIANS extent of group factor ficant five percent level group practice higher percent hypothesis that physicians INC GP MEDC INC MEDC income elasticity income per capita(dollars increase the price indirect costs INTERCOUNTY MODEL LOGARITHMIC REGRESSIONS national health insurance number of physicians Pennsylvania Department percent of population physi physician productivity physician services physician supply physicians in group population on Medicare price elasticity price of physicians price per service price per service(dollars private physicians Q The dependent Q/MD quantity of services Quantity per capita(services RESULTS OF LOGARITHMIC SECOND STAGE services in Pennsylvania Short-term hospital beds signi statistics appear structural equations SUMMARY STATISTICS supply of physicians supply of services Title of Variable(Units Two-Stage Least-Square Method