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. Author manuscript; available in PMC: 2011 Dec 1.
Published in final edited form as: J Subst Abuse Treat. 2010 Aug 21;39(4):329–339. doi: 10.1016/j.jsat.2010.07.004

Table 3.

Random effects regression on cross-cultural training – panel data (1995 and 2005)

Outcome variables

Cross-cultural training (Percent of staff trained) Cross-cultural training (Number of hours)

Tobit (SE) Tobit (SE)
Independent variables
Supervisors
 Supervisor's cultural sensitivity 0.78 (0.23) *** 0.10 (0.03) ***
 Public revenue x cultural sensitivity -2.27 (12.16) -1.01 (1.70)
Directors
 Director's tenure 0.04 (0.38) 0.01 (0.05)
 Director's license 9.78 (5.78) * 0.96 (0.81)
 Director in community 2.10 (0.92) ** 0.22 (0.12) *
 Director's education -5.57 (2.55) ** -1.03 (0.35) ***
Control variables
Client racial/ethnic diversity in unit
 High - Latino/a --- ---
 Medium - Latino/a --- ---
 High - Blacka 3.38 (7.25) -0.30 (1.00)
 Medium - Blacka 6.36 (7.50) 0.60 (1.04)
Organizational factors
 % public revenue 19.18 (8.84) ** 0.58 (1.22)
 State license -12.42 (11.23) -0.02 (1.51)
 Accreditation (JCAHO) 5.91 (9.00) 0.10 (1.25)
 Unit size (number of clients) 1.92 (2.90) -0.76 (0.41)*
 Number of services --- ---
 Staff resources 19.11 (16.17) 1.71 (2.26)
 Methadone 1.19 (7.43) -0.96 (1.03)
 Urban unit 0.43 (1.47) 0.20 (0.20)
Ownership
 For profitb -21.80 (10.83) ** -4.13 (1.52) ***
 Non-for profitb 1.40 (7.70) -1.73 (1.05)
Affiliation
 Unit in hospitalc -11.16 (10.88) -3.10 (1.51) **
 Unit in mental health facilityc -9.55 (8.50) -2.42 (1.18) **
 2005 waved 36.84 (7.18) *** -1.51 (1.00)
 Constant 105.0 (44.30) ** 18.56 (6.10) ***
 Sigma_u 25.45 (10.12) ** 0.01 (2.50)
 Sigma_e 82.81 (4.34) *** 13.36 (0.30) ***
 Observations 1184 1184

Note. Unstandarized parameter estimates, with standard errors in parentheses from two tailed tests.

a

Units with low percentage (< 10%) of Black clients is the referent.

b

Public is the referent.

c

Free standing unit is the referent.

d

1995 wave is the referent.

*

p < .05

**

p < .01

***

p < .001