. Author manuscript; available in PMC: 2024 Mar 28.

Published in final edited form as: Soc Sci. 2017 Feb 4;6(1):12. doi: 10.3390/socsci6010012

Table 3.

OLS and Ordered Logistic Regression Models Predicting Workplace Experience Measures with LGBT Status and Controls (N = 37,219).

	Treatment as Employees Measures
	Success Fostered		Transparent Evaluations		Adequate Resources		Respected by Supervisor		Diversity Supported
	B	S.E.	B	S.E.	B	S.E.	B	S.E.	B	S.E.
LGBT	−0.115 ^*	0.046	−0.084^†	0.043	−0.162 ^***	0.046	−0.074	0.046	−0.147 ^*	0.066
Female	0.035 ^**	0.013	0.005	0.013	0.011	0.013	−0.031 ^*	0.014	−0.029 ^*	0.012
REM	0.008	0.015	−0.017	0.014	0.081 ^***	0.015	−0.035 ^*	0.014	−0.134 ^***	0.014
Supervisor	0.203 ^***	0.014	0.130 ^***	0.014	−0.048 ^**	0.016	0.153 ^***	0.011	0.216 ^***	0.011
Tenure	−0.060 ^***	0.011	−0.075 ^***	0.011	−0.066 ^***	0.010	−0.041 ^***	0.010	−0.079 ^***	0.009
EPA	−0.018	0.017	0.067 ^***	0.017	−0.173 ^***	0.017	0.056 ^***	0.015	0.058 ^***	0.015
NSF	0.064 ^*	0.027	0.079 ^**	0.028	−0.088 ^**	0.029	0.029	0.026	0.037	0.025
NASA	0.267 ^***	0.011	0.226 ^***	0.012	0.177 ^***	0.012	0.164 ^***	0.010	0.246 ^***	0.010
NRC	0.185 ^***	0.015	0.149 ^***	0.017	0.218 ^***	0.017	0.111 ^***	0.014	0.187 ^***	0.014
DOT	0.004	0.015	0.071 ^***	0.015	0.046 ^**	0.014	0.022	0.014	0.019	0.013
Constant	2.485 ^***	0.027	2.577 ^***	0.027	2.369 ^***	0.025	2.750 ^***	0.025	2.69 ^***	0.022
	Workplace Satisfaction Measures
	Personal Satisfaction		Satisfactory w/Working Conditions		Employee Empowerment		Procedures Satisfaction		Overall Job Satisfaction^{^}
	B	S.E.	B	S.E.	B	S.E.	B	S.E.	B	S.E.
LGBT	−0.049^†	0.026	−0.080^†	0.045	−0.115 ^*	0.046	−0.140 ^**	0.050	−0.379 ^*	0.153
Female	0.011	0.008	0.002	0.011	0.037 ^**	0.013	0.017	0.013	0.078^†	0.044
REM	0.018 ^*	0.008	0.028 ^*	0.012	0.042 ^**	0.015	0.046 ^**	0.015	0.081^†	0.048
Supervisor	0.098 ^***	0.009	0.128 ^***	0.011	0.274 ^***	0.015	0.243 ^***	0.016	0.505 ^***	0.054
Tenure	−0.029 ^***	0.006	−0.058 ^***	0.008	−0.102 ^***	0.011	−0.092 ^***	0.010	−0.229 ^***	0.035
EPA	−0.002	0.012	0.035 ^*	0.011	0.040 ^*	0.017	−0.037 ^*	0.016	−0.020	0.053
NSF	0.044 ^*	0.019	0.064 ^***	0.017	0.057 ^*	0.028	0.003	0.027	0.105	0.093
NASA	0.096 ^***	0.008	0.169 ^***	0.008	0.386 ^***	0.012	0.303 ^***	0.011	0.695 ^***	0.041
NRC	0.073 ^***	0.012	0.152 ^***	0.010	0.267 ^***	0.017	0.233 ^***	0.016	0.514 ^***	0.061
DOT	0.059 ^***	0.010	−0.014	0.011	0.009	0.015	0.030 ^*	0.015	0.279 ^***	0.049
Constant	2.728 ^***	0.015	2.686 ^***	0.020	2.296 ^***	0.027	2.280 ^***	0.026	N/A	N/A

Notes: DOE is the comparator category for the agency. REM = Racial/ethnic minority status. Columns report unstandardized coefficients (and Std. Errors) from regression models.

^†

p < 0.10,

p < 0.05,

^**

p < 0.01,

^***

p < 0.001 (two-tailed test),

^{^}

indicates ordered logit models; all other models are OLS regressions.