Skip to main content

An IERI – International Educational Research Institute Journal

Table 3 Regression coefficients of instructional variables on schools' mean scores in science

From: What works where? The relationship between instructional variables and schools' mean scores in mathematics and science in low-, medium-, and high-achieving countries

Instructional practice

Regression coefficient

 

Low-achieving countries

Medium-achieving countries

High-achieving countries

(a) Traditional teacher-led instructional practices

Listen to teacher lecture (LSP)

-17.9* (4.2)*

-22.11**

-25.6*** (-3.5)

Watch teacher demonstrate an experiment (DEI)

-12.5* (-5.3)

-7.1*

-0.1* (7.0)

Memorize facts and principles (FAP)

-26.3*** (-6.4)

-19.8**

-15.6** (4.2)

Use scientific formulas and laws to solve problems (LAW)

-8.2 (6.8)*

-15.0*

-13.4* (1.6)

Review homework (ROH)

-12.4 (-4.1)*

-8.4*

-4.9 (3.5)

Begin homework in class (BHC)

36.0*** (15.4)

20.6**

11.1** (-9.6)

Read science textbooks and other resource materials (TEX)

17.7* (33.0**)

-15.3*

-15.9*** (-0.6)

Have quizzes or tests (HQT)

16.0** (10.4)

5.6*

11.3* (5.7)

Use computers (COM)

48.3*** (32.9***)

15.4**

7.4** (-8.0)

(b) Inquiry-oriented, constructivist student-centered practices

Make observations and describe what is seen (OBS)

6.2 (8.8)

-2.6

-6.4* (-3.8)

Conduct experiments (CEI)

3.8 (7.9)

-4.2

-6.9* (-2.7)

Design or plan experiments (PEI)

10.4** (4.2)

6.2

3.4 (-2.8)

Work in small groups on an experiment or investigation (WGO)

3.6 (6.3))

-2.7

-6.3 (-3.6)

Give explanation about what is studied (EOS)

-16..5 (8.0))

-24.5***

-16.8*** (7.7)

Work on problems on their own (WPO)

22.6** (22.3*)

0.4

-9.8** (-10.2)

Relate learning to daily life (MDL)

-7.6 (5.5)

-13.1*

-8.6* (4.5*)

  1. Note: In parentheses – regression coefficients of the instructional variable with school's affiliation with either low- or high-achieving groups of countries, compared to that in the medium-achieving group.
  2. *** = p ≤ .00; ** = p ≤ .01; * = p ≤ . 05.