TIMSS 2011 The TIMSS 2011 Students Like Learning Science Scale, Eighth Grade

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1 TIMSS 2011 The TIMSS 2011 Students Like Learning Science Scale, Eighth Grade The Students Like Learning Science (SLS) scale was created based on students degree of agreement to the five statements described below. See Creating and Interpreting TIMSS and PIRLS 2011 Context Questionnaire Scales for more information on how the scales were formed. Exhibit 1: Items in the TIMSS 2011 Students Like Learning Science Scale, Eighth Grade How much do you agree with these statements about learning science? Agree Agree Disagree Disagree a lot a little a little a lot BSBS17A BSBS17B* BSBS17D* BSBS17E BSBS17F 1) I enjoy learning science A A A A 2) I wish I did not have to study science* A A A A 3) Science is boring* A A A A 4) I learn many interesting things in science A A A A 5) I like science A A A A * Reverse coded Like Somewhat Like Do Not Like

2 Exhibit 2: Item Parameters for the TIMSS 2011 Students Like Learning Science Scale, Eighth Grade Item delta tau_1 tau_2 tau_3 BSBS17A BSBS17B* BSBS17D* BSBS17E BSBS17F *Reverse coded Exhibit 3: Scale Transformation Constants Scale Transformation Constants A = B = Transformed Scale Score = Logit Scale Score Exhibit 4: Equivalence Table of the Raw Score and the Transformed Scale Score Raw Score Transformed Scale Score Cutpoint Raw Score Transformed Scale Score Cutpoint Exhibit 5: Cronbach s Alpha Reliability Coefficient and Principal Components Analysis of the Items in the TIMSS 2011 Students Like Learning Science Scale, Eighth Grade Cronbach s Alpha Reliability Coefficient Percent of Variance Explained Factor Loadings for Each Item BSBS17A BSBS17B* BSBS17D* BSBS17E BSBS17F Australia Bahrain Chile Chinese Taipei England Ghana Hong Kong SAR Iran, Islamic Rep. of Israel Italy Japan

3 Exhibit 5: Cronbach s Alpha Reliability Coefficient and Principal Components Analysis of the Items in the TIMSS 2011 Students Like Learning Science Scale, Eighth Grade (Continued) Cronbach s Alpha Reliability Coefficient Percent of Variance Explained Factor Loadings for Each Item BSBS17A BSBS17B* BSBS17D* BSBS17E BSBS17F Jordan Korea, Rep. of Malaysia New Zealand Norway Oman Palestinian Nat l Auth Qatar Saudi Arabia Singapore Thailand Tunisia Turkey United Arab Emirates United States Ninth Grade Participants Botswana Honduras South Africa Benchmarking Participants Alberta, Canada Ontario, Canada Quebec, Canada Abu Dhabi, UAE Dubai, UAE Alabama, US California, US Colorado, US Connecticut, US Florida, US Indiana, US Massachusetts, US Minnesota, US North Carolina, US *Reverse coded

4 Exhibit 6: Relationship Between the TIMSS 2011 Students Like Learning Science Scale, Eighth Grade, and TIMSS 2011 Science Achievement Pearson s Correlation with Science Achievement (r) (r 2 ) Variance in Science Achievement Accounted for by Difference Between Regions of the Scale (η 2 ) Australia Bahrain Chile Chinese Taipei England Ghana Hong Kong SAR Iran, Islamic Rep. of Israel Italy Japan Jordan Korea, Rep. of Malaysia New Zealand Norway Oman Palestinian Nat l Auth Qatar Saudi Arabia Singapore Thailand Tunisia Turkey United Arab Emirates United States International Median Ninth Grade Participants Botswana Honduras South Africa Benchmarking Participants Alberta, Canada Ontario, Canada Quebec, Canada Abu Dhabi, UAE Dubai, UAE

5 Exhibit 6: Relationship Between the TIMSS 2011 Students Like Learning Science Scale, Eighth Grade, and TIMSS 2011 Science Achievement (Continued) Pearson s Correlation with Science Achievement (r) (r 2 ) Variance in Science Achievement Accounted for by Difference Between Regions of the Scale (η 2 ) Alabama, US California, US Colorado, US Connecticut, US Florida, US Indiana, US Massachusetts, US Minnesota, US North Carolina, US

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