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An IERI – International Educational Research Institute Journal

Table 6 Japan: Relationship between measures of teaching for conceptual understanding and mathematics achievement

From: Teaching for conceptual understanding: A cross-national comparison of the relationship between teachers’ instructional practices and student achievement in mathematics

  

Model 1

Model 2

Model 3

Model 4

Model 5

Model 6

  

Coeff.(s.e.)

Coeff.(s.e.)

Coeff.(s.e.)

Coeff.(s.e.)

Coeff.(s.e.)

Coeff.(s.e.)

Fixed components

      

Intercept

636.27(6.87)a

635.90(9.54)a

635.46(9.44)a

633.38(8.55)a

628.25(9.69)a

624.35(8.76)a

Student level variables

      
 

Gender (male =1, female = 0)†

−1.69(3.27)

−1.68(3.28)

−1.68(3.27)

−1.67(3.28)

−1.64(3.28)

−1.67(3.28)

 

Home Background Composite

13.52(1.71)a

13.52(1.71)a

13.52(1.71)a

13.52(1.71)a

13.52(1.71)a

13.51(1.71)a

 

Index: Positive Affects (high v. low)

−18.75(4.48)a

−18.76(4.49)a

−18.75(4.49)a

−18.75(4.49)a

−18.70(4.46)a

−18.67(4.48)a

 

Index: Positive Affects (high v. med)

−12.13(3.94)b

−12.14(3.95)b

−12.14(3.94)b

−12.13(3.94)b

−12.07(3.94)b

−12.10(3.94)b

 

Index: Valuing Mathematics (high v. low)†

−21.65(5.45)a

−21.64(5.44)a

−21.63(5.44)a

−21.61(5.45)a

−21.59(5.45)a

−21.55(5.44)a

 

Index: Valuing Mathematics (high v. med)

−7.05(3.19)c

−7.04(3.19)c

−7.04(3.19)c

−7.03(3.19)c

−7.03(3.19)c

−6.97(3.19)c

 

Index: Self-confidence (high v. low)

−76.23(6.02)a

−76.22(6.03)a

−76.22(6.03)a

−76.21(6.03)a

−76.20(6.03)a

−76.25(6.04)a

 

Index: Self-confidence (high v. med)

−35.99(4.9)a

−35.99(4.9)a

−35.99(4.91)a

−35.99(4.9)a

−36.05(4.9)a

−36.08(4.91)a

Teacher/School level variables

      

% of students in school from economically disadvantaged homes

46.36(13.92)b

46.56(13.93)b

46.35(14.14)b

46.54(13.88)b

45.87(13.88)b

45.86(13.73)b

Teaching for Conceptual Understanding Items

      

How often do you ask students to…

      
 

… interpret data in tables, charts or graphs

−1.07(4.57)

     
 

… write equations and functions to represent relationships

 

−0.48(4.45)

    
 

… apply facts, concepts and procedures to solve routine problems

  

−0.23(3.82)

   
 

… relate what they are learning in mathematics to their daily lives

   

1.38(5.5)

  
 

… decide on their own procedures for solving complex problems

    

5.76(6.88)

 
 

… work on problems for which there is no immediately obvious method of solution

     

8.95(5.75)

  1. aCoefficients are statistically significant at p < .001, bCoefficients are statistically significant at p < .01, cCoefficients are statistically significant at p < .05.
  2. Student sampling weights (TOTWGT) were used at level-1 in all analyses.
  3. †The level-1 slope associated with this variable was allowed to vary randomly across schools. No predictors were included to explain the variability in the slope.