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. 2019 Aug 21;10:1926. doi: 10.3389/fpsyg.2019.01926

Table 2.

Model comparisons: null bivariate vs. bivariate multilevel linear models.

Variable M0 M1 M2 M3 M4
(I) TEACHER PERSONAL PROFESSIONAL DETAILS & MOTIVATION
SATJ SATT SATJ SATT SATJ SATT SATJ SATT SATJ SATT
CONS −0.186*** 0.00144 −0.281*** −0.260*** −0.0681** 0.108*** −0.207** −0.188**
(0.0178) (0.0169) (0.0929) (0.0903) (0.0282) (0.0306) (0.0910) (0.0911)
SEX (M) 0.00456 −0.00439 −0.0105 −0.0173
(0.0261) (0.0255) (0.0252) (0.0253)
AGE (35-50) −0.224*** −0.191*** −0.161*** −0.148***
(0.0466) (0.0455) (0.0450) (0.0451)
AGE (>50) −0.336*** −0.467*** −0.243*** −0.397***
(0.0497) (0.0484) (0.0480) (0.0482)
TCWHAT (MISSING)
(HUM) 0.0155 0.0280 −0.00625 0.0166
(0.0311) (0.0303) (0.0300) (0.0300)
(SCIENCE) 0.0384 0.0834*** 0.0433 0.0869***
(0.0299) (0.0292) (0.0289) (0.0289)
(OTHER) 0.116** 0.0705 0.126*** 0.0733
(0.0467) (0.0457) (0.0450) (0.0451)
WKEXPSCH 0.00204 0.00518*** 0.00152 0.00447***
(0.00162) (0.00158) (0.00156) (0.00157)
WANNABET (YES) 0.208*** 0.424*** 0.169*** 0.407***
(0.0248) (0.0242) (0.0240) (0.0240)
PROPDT20 0.191** 0.242*** 0.189** 0.234***
(0.0780) (0.0761) (0.0753) (0.0753)
TEACHER (II) ORGANIZATIONAL DETAILS, PRACTICES & POLICIES
REQPROFD (NO) −0.122*** −0.104*** −0.113*** −0.0846***
(0.0241) (0.0248) (0.0240) (0.0240)
TCEDUSHORT −0.132*** −0.111*** −0.126*** −0.0976***
(0.0125) (0.0128) (0.0120) (0.0121)
TCSTAFFSHORT −0.162*** −0.0569*** −0.160*** −0.0484***
(0.0139) (0.0143) (0.0137) (0.0137)
SCHOOL (III) ORGANIZATIONAL DETAILS, PRACTICES & POLICIES
TCEDUSHORT −0.0172 −0.00843
(0.0442) (0.0478)
TCLEAD 0.235*** 0.110* 0.233*** 0.0951*
(0.0534) (0.0580) (0.0490) (0.0494)
TCSTAFFSHORT −0.0303 −0.0625
(0.0798) (0.0868)
EXCHTEACH 0.00294 0.132 −0.0129 0.117
(0.0821) (0.0892) (0.0820) (0.0827)
Level-1 Level-2 Level-1 Level-2 Level-1 Level-2 Level-1 Level-2 Level-1
var(cons_d1) 0.877*** 0.0204*** 0.856*** 0.0189*** 0.837*** 0.00673** 0.794*** 0.00745** 0.781***
(0.0161) (0.00495) (0.0158) (0.00471) (0.0155) (0.00295) (0.0147) (0.00302) (0.0145)
cov(cons_d1/cons_d2) 0.431*** 0.00782** 0.422*** 0.00497 0.390*** −0.00119 0.385*** −0.000927 0.360***
(0.0127) (0.00364) (0.0125) (0.00311) (0.0119) (0.00236) (0.0118) (0.00222) (0.0113)
var(cons_d2) 0.881*** 0.0164*** 0.865*** 0.0107*** 0.803*** 0.0103*** 0.840*** 0.00781** 0.785***
(0.0161) (0.00443) (0.0160) (0.00351) (0.0148) (0.00355) (0.0155) (0.00307) (0.0145)
Observations 5,973 5,974 5,973 5,973 5,973 5,973 5,973 5,973 5,973 5,973
Number of groups 126 126 126 126 126 126 126 126
Deviance 30,681 30,681 30,592 30,592 30,113 30,113 30,065 30,065 29,637 29,637
AIC 30,691 30,691 30,608 30,608 30,165 30,165 30,109 30,109 29,709 29,709
BIC 30,681 30,681 30,592 30,592 30,113 30,113 30,065 30,065 29,637 29,637
Log likelihood −15,340 −15,340 −15,296 −15,296 −15,057 −15,057 −15,032 −15,032 −14,818 −14,818
k 5 5 8 8 26 26 22 22 36 36
numlevels 1 1 2 2 2 2 2 2 2 2

Standard errors in parentheses.

***

p < 0.01.

**

p < 0.05. *p < 0.10.