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Table 4 Multilevel regression coefficients from standardized predictors predicting intercept (initial status) and slope (growth) of student competence development in Accounting at different hierarchical levels

From: Determinants of competence development in accounting in upper secondary education

 

sex

escs

COG COMP

asc

Learning strategies

Motivational aspects

maths

grades

crt

eci

sas

time

socs

intri

ident

intro

extr

ssat

wfeff

Level 1

 

na

na

na

−0.01

0.00

−0.04**

−0.03

−0.01

−0.02

0.01

0.04

0.02

0.00

0.01

0.01

−0.04

Level 2

 Intercept

−0.07

0.00

0.14**

−0.30**

0.16**

0.00

0.03

0.00

0.04

0.04

0.18**

0.17**

0.07*

−0.04

0.08**

0.10*

 Slope

0.02

0.00

−0.01

−0.05

0.03

0.03

0.04

0.00

0.00

0.00

0.01

0.00

−0.01

−0.03

0.03

0.04

Level 3

 Intercept

0.18^

0.12^

0.14

0.12^

na

na

na

na

na

na

na

na

na

na

0.15**

na

 Slope

−0.08

−0.09

0.25**

−0.08

na

na

na

na

na

na

na

na

na

na

0.24**

na

Pseudo-R2

  

30 %

16 %

7 %

2 %

    

7 %

8 %

7 %

 

30 %

3 %

 AIC

2495

2243

2375

2047

2276

2310

2308

2316

2313

2314

2192

2201

2232

2229

2196

2287

 BIC

2550

2297

2429

2106

2325

2359

2357

2366

2362

2363

2241

2250

2281

2278

2254

2337

  1. See Tables 2 and 3 for abbreviations. Level 3 aggregates of the corresponding variables were not included since their interpretation would have been difficult from a theoretical point of view
  2. na not applicable
  3. ** p < 0.01. * p < 0.05. ^ p < 0.10