The Impact of Parents’ Educational Level and Students’ Gender on Students’ Science Academic Achievement in Four Southeast Asian Countries
DOI:
https://doi.org/10.37251/jber.v1i3.104Keywords:
Parents’ educational level, Gender, Science academic achievement, Southeast Asia countries, PISAAbstract
Purpose of study: This paper aims at exploring the factors that affect the science academic achievement of Indonesia, Singapore, Thailand, and Vietnam students by using the PISA 2015 dataset.
Methodology: This paper uses a data mining method to explore the PISA 2015 data to answer the research questions and achieve the research aims. The targeted students were selected from ASEAN countries, including Indonesia, Singapore, Thailand, and Vietnam. The total number of samples was 26,703 students and their age ranged from 15.3 to 16.2.
Min finding: The results of this paper indicate parents’ educational level and students’ gender create significant differences in students’ science academic achievement in four Southeast Asian countries.
Novelty/Originality of this study: The paper intends to explore significant differences in the students’ science academic achievement, between parents’ educational level and students’ gender in four Southeast Asian countries.
References
Trinh, Q. V., & Weng, F., Y. “The impact of factors on mathematics performance of Vietnamese and Southeast Asian countries’ students – A comparative perspective”. Taiwan Education Review Journal, vol. 6, no. 11, pp. 66 – 84, 2017.
Brunello, G., & Checchi, D. “School quality and family background in Italy”. Economics of Education Review, vol. 24, no. 5, pp. 563 – 577, 2005. DOI: https://doi.org/10.1016/j.econedurev.2004.09.001
Cameron, S. V., & Heckman, J. “The dynamics of educational attainment for black, hispanic, and white males”. Journal of Political Economy, vol. 109, no. 3, pp. 455 – 499, 2001. DOI: https://doi.org/10.1086/321014
Chang, C. Y., & Cheng, W. Y. “Science achievement and students’ self-confidence and interest in science: A Taiwanese representative sample study”. International Journal of Science Education, vol. 30, no. 9, pp. 1183 – 1200, 2008. DOI: https://doi.org/10.1080/09500690701435384
Kalender, I., & Berberoglu, G. “An assessment of factors related to science achievement of Turkish students”. International Journal of Science Education, vol. 31, no. 10, pp. 1379 – 1394, 2009. DOI: https://doi.org/10.1080/09500690801992888
Kleinjans, K. J. “Family background and gender differences in educational expectations”. Economics Letters, vol. 107, no. 2, pp. 125 – 127, 2010. DOI: https://doi.org/10.1016/j.econlet.2010.01.002
Senler, B., & Sungur, S. “Parental influence on students’ self-concept, task value beliefs, and achievement in science”. The Spanish Journal of Psychology, vol. 12, no. 1, pp. 106 –117, 2009. DOI: https://doi.org/10.1017/S1138741600001529
Sullivan, A. “Cultural capital and educational attainment. Sociology”, vol. 35, no. 4, pp. 893 – 912, 2001. DOI: https://doi.org/10.1177/0038038501035004006
Thomson, S. “Examining the evidence from TIMSS: Gender differences in year 8 science achievement in Australia”. Studies in Educational Evaluation, vol. 34, pp. 73 – 81, 2008. DOI: https://doi.org/10.1016/j.stueduc.2008.04.003
Jabor, M. K., Machtmes, K., Kungu, K., Buntat, Y., & Nordin, M. S. “Does parent educational status matter on the students’ achievement in science?” Paper presented in the 2011 International Conference on Social Science and Humanity, Singapore.
Caldas, S. J., & Bankston, C. L. “The effect of school population socioeconomic status on individual student academic achievement”. Journal of Educational Research, vol. 90, pp. 269 – 277, 1997. DOI: https://doi.org/10.1080/00220671.1997.10544583
Mohammadpour, E. “A three-level multilevel analysis of Singaporean eighth-graders science achievement”. Learning and Individual Differences, vol. 26, pp. 212 – 220, 2013. DOI: https://doi.org/10.1016/j.lindif.2012.12.005
Akpinar, E., Yildiz, E., Tatar, N., & Ergin, O. “Students’ attitudes toward science and technology: An investigation of gender, grade level, and academic achievement”. In H. Uzunboylu, & N. Cavus (Eds.), World conference on educational sciences—New trend sand issues in educational sciences, 1, pp. 2804 – 2808. Amsterdam, Netherlands: Elsevier Science Bv., 2009. DOI: https://doi.org/10.1016/j.sbspro.2009.01.498
Velayutham, S., Aldridge, J., & Fraser, B. “Gender differences in student motivation and self-regulation in science learning: A multi-group structural equation modeling analysis”. International Journal of Science and Mathematics Education, vol. 10, no. 6, pp. 1347 –1368, 2012 DOI: https://doi.org/10.1007/s10763-012-9339-y
Hong, Z. R., & Lin, H. S. “An investigation of the students’ personality traits and attitudes toward science”. International Journal of Science Education, vol. 33, no. 7, pp. 1001 – 1028, 2011. DOI: https://doi.org/10.1080/09500693.2010.524949
OECD. “The PISA 2003 assessment framework: Mathematics, reading, science and problem solving knowledge and skills”, 2003. Retrieved from https://www.oecd.org/edu/school/programmeforinternationalstudent assessment pisa/35188570.pdf
OECD. “PISA 2012 Results: What Students Know and Can Do - Student Performance in Mathematics, Reading and Science (Volume I)”, 2013. Retrieved from https://www.oecd.org/pisa/keyfindings/pisa-2012-results-volume-I.pdf
OECD. “PISA 2015 Results in Focus”. Paris: OECD Publications, 2016.
Ababneh, E. G., & Abdel Samad, M. M. “Gender gap in science achievement for Jordanian students in PISA2015”. European Journal of Educational Research, vol. 7, no. 4, pp. 963-972, 2018. doi: 10.12973/eu-jer.7.4.963 DOI: https://doi.org/10.12973/eu-jer.7.4.963
Chiu, M. S. “Effects of a women-in-sciences/men-inhumanities intervention on Taiwanese adolescents’ attitudes towards learning science”. The Asia – Pacific Education Researcher, vol. 20, no. 2, pp. 322 – 335, 2011.
Liu, O. L., Lee, H. S., & Linn, M. C. “An investigation of teacher impact on student inquiry science performance using a hierarchical linear model”. Journal of Research in Science Teaching, vol. 47, no. 7, pp. 807 – 819, 2010. DOI: https://doi.org/10.1002/tea.20372
Pomerantz, E. M., Altermatt, E. R., & Saxon, J. L. “Making the grade but feeling distressed: Gender differences in academic performance and internal distress”. Journal of Educational Psychology, vol. 94, pp. 396 – 404, 2002. DOI: https://doi.org/10.1037/0022-0663.94.2.396
Tindara, A., Maria, L. D. T., & Anna, M. “Education capability: A focus on gender and science”. Social Indicators Research, vol. 128, no. 2, pp. 793 – 812, 2016. DOI: https://doi.org/10.1007/s11205-015-1057-8
Tsai, L. T., Yang, C. C., & Chang, Y. J. “Gender differences in factors affecting science performance of eighth grade Taiwan students”. The Asia - Pacific Education Researcher, vol. 24, no. 2, pp. 445 – 456, 2015. DOI: https://doi.org/10.1007/s40299-014-0196-z
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