TIMSS 2011 student and teacher predictors for mathematics achievement explored and identified via elastic net

JE Yoo - Frontiers in psychology, 2018 - frontiersin.org
… This study aimed to find a prediction model for students' … This study aimed to explore and
identify possible sets of … analyzed Korean 4th graders to fill the gap in the current TIMSS

… roles of students' home resources and attitudes towards science in science achievement: a comparison of South Korea, Turkey, and the United States in TIMSS 2015

RL Geesa, B Izci, HS Song, S Chen - Asia-Pacific Science Education, 2019 - brill.com
Students’ fourth grade TIMSS 2015 science achievement data were collected for the three
countries. From the student background questionnaire, we identified … their predictive power on …

Cross-country predictive validities of non-cognitive variables for mathematics achievement: Evidence based on TIMSS 2015

J Lee, M Chen - EURASIA Journal of Mathematics, Science and …, 2019 - ejmste.com
… validity of interest although it had the third largest correlation because Korea and South …
The study addressed: (a) predictive superiority among the four variables (identifying non-…

Factors and conditions promoting academic resilience: A TIMSS-based analysis of five Asian education systems

A Sandoval-Hernández, P Białowolski - Asia Pacific Education Review, 2016 - Springer
… , first predicting the probability of academic success and then subsequent identification of …
from relatively recent policies implemented in Korea that had been intended to close the …

Exploring Factors of Home Resources and Attitudes towards Mathematics in Mathematics Achievement in South Korea, Turkey, and the United States.

RL Geesa, B Izci, H Song, S Chen - EURASIA Journal of Mathematics …, 2019 - ERIC
… in which students’ mathematics achievement varies in TIMSS 2015. The … predicting fourth
graders’ mathematics achievement in … of this study was to identify home resources and attitudes …

Motivational factors that influence student science achievement: A systematic literature review of TIMSS studies

F Zhang, CL Bae - International Journal of Science Education, 2020 - Taylor & Francis
… the relationships among students in Singapore or Korea. Further, … The predictive effects of
motivation toward learning science … Exploring the relationship between motivation and science …

Why do East Asian students do so well in mathematics? A machine learning study

F Wang, RB King, SO Leung - International Journal of Science and …, 2023 - Springer
… Hence, this study aimed to explore the … Korea, Japan, and Chinese Taipei (OECD, 2019).
Against this backdrop, the role of various factors might function differently in predicting students

Excellent mathematical performance despite “negative” affect of students in Korea: The values perspective

JS Pang, WT Seah - ECNU Review of Education, 2021 - journals.sagepub.com
… In addition, we intend to explore students’ values of … However, in the same TIMSS 2015,
there was no significant … may still find it important and efficient for the calculator to be used …

Non-cognitive factors influencing science achievement in Malaysia and Japan: An analysis of TIMSS 2015

LE Mohtar, L Halim, MA Samsudin… - EURASIA Journal of …, 2019 - ejmste.com
PREDICTING SCIENCE ACHIEVEMENT Each student who participated in TIMSS 2015 had
… This study is to identify to what extent students’ attitudes towards science has a significant …

… analysis of the relationship among quality instruction, teacher self-efficacy, student background, and mathematics achievement in South Korea and the United States

JW Son, S Han, C Kang, ON Kwon - Eurasia Journal of Mathematics …, 2016 - ejmste.com
… , we intended to identify factors that distinguish teachers who … analyses of TIMSS 2011 data,
when teachers in Korea report … explore whether and how the relationship between teacher