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Table 3 Multi-level regression models

From: Cultural orientations and information systems success in public and private hospitals: preliminary evidences from Italy

Multiple-level
Dependent variable IS
Variables Model 1
Varying intercept
Model 2
Intercept and slope coefficient differ
Model 3
Varying intercept
Model 4
Intercept and slope coefficient differ
Model 5
Varying intercept
Model 6
Intercept and slope coefficient differ
Model 7
Varying intercept
Model 8
Intercept and slope coefficient differ
Individual-level
Clan_CO 0.1204917***
9.07
0.1597953***
8.26
      
Adhocracy_CO    0.0771315**
2.76
0.007459
0.18
    
Market_CO      -0.1337026***
-6.21
-0.1562548***
-4.96
  
Hierarchy_CO        -0.1537486***
-8.36
-0.1880278***
-6.45
Age -0.0161782
-1.47
-0.0082306
-0.74
-0.0283078*
-2.15
-0.022354
-1.67
-0.0204219
-1.70
-0.0194278
-1.60
-0.0298436**
-2.65
-0.0282873*
-2.52
Gender -0.1427667
-0.62
-0.161546
-0.72
0.0822964
0.30
0.1479806
0.54
0.0756863
0.30
0.0197324
0.08
-0.0684146
-0.29
-0.0450167
-0.19
Educational_level 0.3089588*
2.26
0.3565551**
2.62
0.3807205*
2.27
0.3104131
1.84
0.3847769*
2.53
0.3902247*
2.56
0.3979017**
2.82
0.4477889**
3.06
IT_experience 0.0038446
0.12
0.0178511
0.58
0.0017332
0.05
0.0001423
0.00
-0.0001292
-0.00
0.0056921
0.16
0.0181211
0.57
0.0283402
0.88
Group-level
Pub_or_Pri   3.269601***
3.49
  -2.666175
-1.81
  -0.8577904
-0.78
  0.170129
0.16
Clan_CO*Pub_or_Pri   -0.0744968**
-2.63
      
Adocracy_CO*Pub_or_Pri     0.1192239*
2.19
    
Market_CO*Pub_or_Pri       0.045347
1.02
  
Hierarchy_CO*Pub_or_Pri         0.0541163
1.37
Random Effect         
Variance Component         
Intercept; Slope 0.3367933 0.104813; 6.14e-15 0.1300905 0.0682498; 4.49e-21 0.1193571 0.1230823; 7.02e-14 0.4961523 0.129275; 1.12e-15
Wald X2 (Df) 97.09 (5) 111.64 (7) 18.18 (5) 24.74 (7) 50.84 (5) 52.26 (7) 84.06 (5) 90.29 (7)
Prob > X2 0.0000 0.0000 0.0027 0.0008 0.0000 0.0000 0.0000 0.0000
LR test (vs. linear reg.) 0.0001 0.2296 0.0609 0.6993 0.0510 0.2703 0.0000 0.1887
Var (Residual) 2.094066 2,010941 3.007963 2.940197 2.564107 2.546349 2.196045 2.170528
ICC 0.1385491 0.0495393 0.0414558 0.0226861 0.0444787 0.046108 0.1842926 0.0562113
AIC 639.1471 634.754 697.5377 698.2673 670.2606 675.1609 648.5057 648.2463
BIC 664.3271 669.3765 722.7177 732.8897 695.4405 709.7833 673.6857 682.8688
Obs 172 172 172 172 172 172 172 172
  1. P-value (Significance) legend: * p < 0.05; ** p < 0.01; *** p < 0.001. Z-statistics are provided under the estimated coefficient
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