. 2018 Oct 1;54(3):636–649. doi: 10.1111/1475-6773.13064

Table 4.

Determinants of physician‐industry transfers 2014‐2016

	Food/Beverage		Education		Travel/Lodging		Consulting		Other services
	(1)	(2)	(3)	(4)	(5)	(6)	(7)	(8)	(9)	(10)
	Prob.	ln ($)	Prob.	ln ($)	Prob.	ln ($)	Prob.	ln ($)	Prob.	ln ($)
	Coeff.	Coeff.	Coeff.	Coeff.	Coeff.	Coeff.	Coeff.	Coeff.	Coeff.	Coeff.
	(SE)	(SE)	(SE)	(SE)	(SE)	(SE)	(SE)	(SE)	(SE)	(SE)
Male	0.031***	0.162***	0.027***	0.067***	0.022***	0.272***	0.019***	0.343***	0.018***	0.491***
Male	(0.001)	(0.006)	(0.001)	(0.007)	(0.001)	(0.030)	(0.000)	(0.029)	(0.000)	(0.041)
ln(Medicare RVUs+1)	0.031***	0.111***	0.020***	0.009***	0.003***	−0.017**	0.003***	−0.031***	0.004***	0.026***
ln(Medicare RVUs+1)	(0.000)	(0.001)	(0.000)	(0.002)	(0.000)	(0.007)	(0.000)	(0.007)	(0.000)	(0.008)
Office‐based	0.118***	0.475***	0.096***	0.026***	0.006***	0.018	0.009***	−0.218***	0.011***	0.089***
Office‐based	(0.001)	(0.006)	(0.001)	(0.008)	(0.001)	(0.025)	(0.001)	(0.027)	(0.001)	(0.032)
Year 2015	−0.023***	−0.030***	−0.045***	−0.255***	−0.001***	0.032**	−0.009***	0.433***	0.003***	−0.193***
Year 2015	(0.001)	(0.003)	(0.001)	(0.007)	(0.000)	(0.016)	(0.000)	(0.018)	(0.000)	(0.017)
Year 2016	−0.070***	−0.186***	−0.098***	−0.627***	−0.009***	0.061***	−0.024***	0.683***	−0.001***	−0.288***
Year 2016	(0.001)	(0.003)	(0.001)	(0.007)	(0.000)	(0.017)	(0.000)	(0.021)	(0.000)	(0.019)
Practice size
2 to 3 members	0.064***	0.181***	0.023***	0.026**	0.009***	0.208***	0.009***	0.277***	0.011***	0.028
2 to 3 members	(0.003)	(0.010)	(0.002)	(0.011)	(0.001)	(0.049)	(0.001)	(0.049)	(0.001)	(0.055)
4 to 10 members	0.062***	0.168***	0.008***	−0.003	0.009***	0.195***	0.007***	0.332***	0.010***	0.02
4 to 10 members	(0.002)	(0.008)	(0.002)	(0.010)	(0.001)	(0.044)	(0.001)	(0.044)	(0.001)	(0.050)
11 to 20 members	0.022***	0.008	−0.021***	−0.035***	0.008***	0.198***	0.006***	0.382***	0.008***	0.103*
11 to 20 members	(0.003)	(0.010)	(0.002)	(0.013)	(0.001)	(0.052)	(0.001)	(0.054)	(0.001)	(0.060)
21 to 50 members	−0.004	−0.020**	−0.028***	−0.052***	0.005***	0.292***	0.004***	0.397***	0.004***	0.250***
21 to 50 members	(0.002)	(0.010)	(0.002)	(0.012)	(0.001)	(0.050)	(0.001)	(0.050)	(0.001)	(0.059)
51 to 100 members	−0.013***	0.008	−0.024***	−0.036***	0.005***	0.199***	0.005***	0.427***	0.004***	0.123**
51 to 100 members	(0.003)	(0.011)	(0.002)	(0.013)	(0.001)	(0.055)	(0.001)	(0.055)	(0.001)	(0.063)
100+ members	−0.108***	−0.157***	−0.056***	−0.055***	0.008***	0.350***	0.007***	0.649***	0.000	0.275***
100+ members	(0.002)	(0.008)	(0.001)	(0.010)	(0.001)	(0.040)	(0.001)	(0.039)	(0.001)	(0.047)
Years in practice
11‐19 yr	0.022***	0.050***	0.020***	0.014	0.012***	0.290***	0.013***	0.210***	0.009***	0.569***
11‐19 yr	(0.002)	(0.007)	(0.001)	(0.012)	(0.001)	(0.041)	(0.001)	(0.039)	(0.001)	(0.060)
20‐29 yr	0.030***	0.128***	0.040***	0.01	0.018***	0.398***	0.018***	0.298***	0.012***	0.581***
20‐29 yr	(0.002)	(0.008)	(0.001)	(0.012)	(0.001)	(0.042)	(0.001)	(0.040)	(0.001)	(0.062)
30+ yr	0.004*	0.053***	0.029***	−0.041***	0.007***	0.366***	0.011***	0.280***	0.001*	0.427***
30+ yr	(0.002)	(0.008)	(0.001)	(0.012)	(0.001)	(0.043)	(0.001)	(0.041)	(0.001)	(0.062)
Constant	0.269***	4.258***	0.012***	3.248***	−0.038***	5.607***	−0.019***	4.319***	−0.049***	6.529***
Constant	(0.004)	(0.014)	(0.002)	(0.021)	(0.001)	(0.096)	(0.001)	(0.078)	(0.001)	(0.123)
R‐Squared	0.214	0.217	0.124	0.079	0.057	0.073	0.053	0.31	0.064	0.238
N	1 227 123	674 125	1 227 123	195 421	1 227 123	44 493	1 227 123	44 400	1 227 123	39 763

Notes: Estimated using Ordinary Least Squares Multiple Regression with physician clustering using Stata 15. Each model was estimated with county fixed effects and a full set of specialty fixed effects (not reported).

***P < 0.01, **P < 0.05, *P < 0.1.