Skip to main content
. Author manuscript; available in PMC: 2021 Jun 1.
Published in final edited form as: Adm Policy Ment Health. 2021 Mar;48(2):233–249. doi: 10.1007/s10488-020-01066-7

Table 3.

HLM Results: Effects of Organizational and Individual Variables on Interorganizational Relationships

Resource Exchanges Resource Needs Effectiveness
Fixed Effects b SE t p b SE t p b SE t p
Level 2 (Sites)
M Org Climate 0.53 0.35 1.50 .152 −0.01 0.17 −0.06 .955 0.16 0.40 0.41 .683
M Stress 0.12 0.15 0.77 .456 −0.12 0.11 −1.06 .304 0.15 0.15 1.04 .318
M Encourages Innovation −0.61 0.22 −2.77 .016* −0.11 0.12 −0.86 .422 −0.23 0.17 −1.32 .249
M Program Needs −0.08 0.19 −0.45 .655 0.14 0.12 1.24 .231 −0.17 0.19 −0.87 .392
Level 1 (Individuals)
Perceived Org. Support 0.26 0.07 3.48 .001* 0.09 0.09 1.05 .297 0.18 0.09 1.95 .054
Satisfaction −0.03 0.08 −0.40 .690 0.12 0.08 1.64 .102 0.12 0.07 1.84 .068
Adaptability 0.05 0.07 0.63 .527 0.14 0.06 2.46 .014* 0.12 0.05 2.20 .028*
Race (1 = White, 0 = Other) 0.18 1.04 0.17 .865 0.58 0.95 0.61 .546 −0.43 1.07 −0.40 .691
Hispanic (1 = Y, 0 = N) 1.46 0.96 1.51 .131 1.66 1.25 1.32 .187 0.22 0.97 0.22 .824
Gender – Male (1=Y, 0=N) 2.36 0.70 3.34 .001* −1.14 0.72 −1.58 .115 0.38 0.63 0.61 .544
Highest Degree – BA/Assoc. (1 = Y, 0 = N) −0.84 0.71 −1.18 .238 0.26 0.82 0.32 .748 0.36 0.70 0.51 .611
Age (yr.) 0.07 0.05 1.28 .201 0.02 0.05 0.29 .776 0.10 0.05 1.87 .064
Years in Probation/Tx −0.11 0.06 −1.83 .069 −0.05 0.06 −0.86 .392 −0.09 0.06 −1.53 .130
Agency Type (1=JJ, 0=BH) 2.40 1.26 1.91 .058 −1.50 0.81 −1.84 .066 −0.80 1.07 −0.74 .459
Random Effects b SE Z p b SE Z p b SE Z p
Site (L2) 15.64 5.53 2.83 .005* 4.14 2.42 1.71 .087 16.82 5.53 3.04 .002*
Residual 64.34 4.23 15.21 .001* 62.17 4.12 15.11 .001* 53.20 3.50 15.18 .001*
Within-Subjects Var. .81 .94 .76
Between-Subjects Var. .19 .06 .24
Quality of Communications Challenges to Collaboration Frequency of Communications
Fixed Effects b SE t p b SE t p b SE t p
Level 2 (Sites)
M Org Climate −0.16 0.35 −0.45 .658 −0.72 0.26 −2.78 .023* −0.36 0.29 −1.24 .238
M Stress 0.01 0.17 0.04 .965 −0.24 0.10 −2.26 .066 −0.07 0.12 −0.58 .580
M Encourages Innovation 0.12 0.24 0.50 .626 0.28 0.29 0.97 .338 0.17 0.22 0.77 .453
M Program Needs −0.01 0.21 −0.05 .958 −0.52 0.15 −3.54 .003* −0.09 0.15 −0.63 .537
Level 1 (Individuals)
Perceived Org. Support 0.40 0.09 4.35 .001* 0.24 0.11 2.07 .040* −0.02 0.10 −0.45 .804
Satisfaction −0.05 0.09 −0.59 .554 −0.04 0.09 −0.40 .688 −0.02 0.08 −0.21 .836
Adaptability −0.06 0.07 −0.89 .372 −0.03 0.10 −0.30 .762 0.10 0.09 1.11 .270
Race (1 = White, 0 = Other) 0.22 0.80 0.27 .788 −0.91 1.06 −0.85 .394 −0.12 0.89 −0.13 .896
Hispanic (1 = Y, 0 = N) −1.32 1.55 −0.85 .396 −3.22 1.41 −2.28 .024* 0.75 1.02 0.74 .461
Gender – Male (1=Y, 0=N) −0.27 0.86 −0.31 .754 −1.68 0.73 −2.30 .022* 0.67 0.65 1.03 .302
Ed. - BA (1 = Y, 0 = N) −0.56 0.94 −0.60 .553 1.24 0.97 1.29 .199 0.42 0.93 0.44 .657
Age (yr.) 0.04 0.06 0.73 .466 0.01 0.05 0.10 .917 0.07 0.05 1.36 .174
Years in Probation/Tx 0.04 0.06 0.63 .530 −0.00 0.06 −0.01 .990 −0.06 0.06 −1.00 .322
Agency Type (1=JJ, 0=BH) −0.77 1.12 −0.69 .493 −0.04 1.16 −0.03 .974 −4.28 1.41 −3.03 .003*
Random Effects b SE Z p b SE Z p b SE Z p
Site (L2) 17.70 6.41 2.76 .006* 8.35 4.07 2.05 .040* 11.23 4.32 2.60 .009*
Residual 78.22 5.22 14.99 .001* 85.24 5.68 15.00 .001* 70.85 4.73 14.98 .001*
Within-Subjects Var. .82 .91 .86
Between-Subjects Var. .18 .09 .14

Notes. HLM analyses were conducted with SPSS v. 25 Generalized Linear Mixed Models (GLMM). All variables were entered using the forced entry method.

*

p < .05.