THE MEDIATING EFFECT OF ATTITUDES TOWARD SCIENCE IN THE PERCEPTIONS OF SCIENCE CLASSROOM ENVIRONMENT, FAMILY INVOLVEMENT, AND SCIENCE SELF-EFFICACY WITH SCIENCE ACHIEVEMENT
Abstract
Previous research has indicated that attitudes influence various factors contributing to scientific achievement. Inadequate performance in science can limit career opportunities, underscoring the importance of comprehending how attitudes towards science can enhance overall scientific achievement. This study explored the mediating effect of attitudes towards science for the relationships between perceptions of science classroom environment, family involvement, and science self-efficacy with science achievement. This research was conducted as a non-experimental quantitative research. Questionnaires from modified established instruments, Test of science-Related Attitudes, What Is Happening In this Class, Family Involvement Questionnaire- High School Version, Sources of science Self-Efficacy, and science Achievement Test, were sent out to participants via Google Form in different days for a span of two weeks. A total of 148 Form 2 upper-secondary school students from various districts in Sabah participated in this study. Data were analyzed using the Partial Least Squares Structural Equation Modeling method. The results revealed that Social Implications of science had a significant positive mediating effect between perceptions of science classroom environment and science achievement. Additionally, there was no significant mediating effect of attitudes toward science on the relationship between science self-efficacy, and family involvement with science achievement. Overall, this study suggests that an aspect of attitudes toward science, the Social Implications of science, was an important mediator between students’ perceptions of science classroom environment and science achievement. This meant that students would perform better in science when they perceived their science classroom better, in the condition that they value the implications that science brings to real life.
There is no Figure or data content available for this article
References
[1] Özkal, K., Tekkaya, C., & Çakiroğlu, J. (2009). Investigating 8th grade students’ perceptions of constructivist science. Education and science, 34(153), 38 – 46.
[2] Ahmed, Y., Taha, M., Alneel, S., & Gaffar, A. (2018). Students' perception of the learning environment and its relation to their study year and performance in Sudan. International Journal of Medical Education, 9, 145-150. https://doi:10.5116/ijme.5af0.1fee
[3] Ajzen, I. (1991). The theory of planned behavior. Organization Behavior and Human Decision Processes, 50, 179 – 211.
[4] Akinbobola, A. O. (2009). Enhancing students' attitude toward Nigerian senior secondary school physics through the use of cooperative, competitive and individualistic learning strategies. Australian Journal of Teacher Education, 34(1), 1–9. https://eric.ed.gov/?id=EJ922743
[5] Ali, M., Iqbal, A., & Akhtar, M. (2013). Students' attitudes towards science and its relationship with achievement score at intermediate level. Journal of Elementary Education, 25(2), 61–72.
[6] Aluri, V. L. N., & Fraser, B. J. (2019). Students’ perceptions of Mathematics classroom learning environments: Measurement and associations with achievement. Learning Environments Research. https://doi.org/10.1007/s10984-019-09282-1
[7] Amani Abdullah Mubarak, & Nordin Abd. Razak. (n.d.). Students' factors and science achievement: Evidence from Malaysia TIMSS 2011. Academia. https://www.academia.edu/32027191/Students_Factors_and_science_Achievemen t_Evidence_from_Malaysia_TIMSS_2011
[8] Arulmoly, C., & Kiruthika, A. (2017). The impact of parental involvement on students' attitude and performance in science in senior secondary grades in Batticaloa Educational Zone, Sri Lanka. Asian Journal of Multidimensional Research, 6(5), 14-24.
[9] Aslam, S., & Ali, M. S. (2017). Effect of self-efficacy on students' achievement in science: A case of secondary school students in Pakistan. European Journal of Education Studies, 3(11), 220-234. http://dx.doi.org/10.46827/ejes.v0i0.1187
[10] Aydeniz, M., & Kotowski, M. R. (2014). Conceptual and methodological issues in the measurement of attitudes towards science. Electronic Journal of science Education, 18(3), 1-24.
[11] Bandura, A. (1986). Social foundations of thought and action: A social cognitive theory. Englewood Cliffs: NJ: Prentice-Hall.
[12] Bandura, A. (1993). Perceived self-efficacy in cognitive development and functioning. Educational Psychologist, 28(2), 117–148. https://doi.org/10.1207/s15326985ep2802_3
[13] Berthelsen, D., & Walker, S. (2008). Parents' involvement in their children's education. Australian Institute of Family Studies, 79, 34-41.
[14] Cargan, L. (2007). Doing social research. Maryland: Rowman & Littlefield Publishers, Inc.
[15] Chang, C.-Y., Hsiao, C.-H., & Chang, Y.-H. (2011). science learning outcomes in alignment with learning environment preferences. Journal of science Education and Technology, 20(2), 136-145.
[16] Cohen, J. (1988). Statistical power analysis for the behavioral sciences. Academic Press.
[17] Daniel, J. (2012). Sampling essentials: Practical guidelines for making sampling choices. SAGE Publications, Inc.
[18] Dhindsa, H. S., & Chung, G. (2003). Attitudes and achievement of Bruneian science students. International Journal of science Education, 25(8), 907-922. https://doi.org/10.1080/09500690305025
[19] Fantuzzo, J., Tighe, E., & Childs, S. (2000). Family involvement questionnaire: A multivariate assessment of family participation in early childhood education. Journal of Psychology Education, 92(2), 367-376. https://doi:10.1037/0022-0663.92.2.367
[20] Fraser, B. J. (1981). Test of science-related attitudes handbook. The Australian Council for Educational Research Limited.
[21] Fraser, B. J. (2012). Classroom learning environments: Retrospect, context and prospect. In B. J. Fraser, K. Tobin, & C. J. McRobbie, Second International Handbook of science Education (pp. 1191- 1239). DOI 10.1007/978-1-4020-9041-7_79: Springer.
[22] Fornell, C., & Larcker, D. F. Evaluating structural equation models with unobservable variables and measurement error. Journal of Marketing Research, 18, 39–50.
[23] Gordon, I. J. (1977). Parent education and parent involvement: Retrospect and prospect. Childhood Education, 54, 71-79.
[24] Hacieminoglu, E. (2016). Elementary school students' attitude toward science and related variables. International Journal of Environmental & science Education, 11(2), 35-52.
[25] Hafizoglu, A., & Yerdelen, S. (2019). The role of students’ motivation in the relationship between perceived learning environment and achievement in science: A mediation analysis. Science Education International, 30(4), 251-260. https://doi.org/https://doi.org/10.33828/sei.v30.i4.2
[26] Hair, Jr., J. F., Hult, G. M., Ringle, C. M., & Sarstedt, M. (2017). A primer on partial least squares structural equation modeling (PLS-SEM). SAGE Publications, Inc.
[27] Houston, L. S., Fraser, B. J., & Ledbetter, C. E. (2003). An evaluation of elementary school science kits in terms of classroom environment and student attitudes. Educational Resources Information Center (ERIC).
[28] Hwang, M. H., Choi, H. C., Lee, A., Culver, J. D., & Hutchison, B. (2016). The relationship between self-efficacy and academic achievement: A 5-year panel analysis. The Asia-Pacific Education Researcher, 25(1), 89-98. https://doi:10.1007/s40299-015-0236-3
[29] Juan, A., Hannan, S., & Hamome, C. (2018). I believe I can do science: Self-efficacy and science achievement of grade 9 students in South Africa. South African Journal of science, 114(7/8), 2017-0269. https://doi:dx.doi.org/10.17159/
[30] Kaya, E., & Geban, O. (2011). The effect of conceptual change based instruction on students' attitudes toward chemistry. Social and Behavioral sciences, 515-519.
[31] Kementerian Pendidikan Lembaga Peperiksaan. (2022). Laporan Analisis Keputusan SPM 2021. Kementerian Pendidikan Lembaga Peperiksaan.
[32] Khajehpour, M., & Ghazvini, S. (2011). The role of parental involvement affect in children's academic performance. Procedia Social and Behavioural sciences, 15, 1204-1208.
[33] Koul, R. B., & Fisher, D. (2003). Students' perceptions of science classroom environment in Jammu, India: Attitudes and gender differences. Journal of science and Mathematics Education in S.E Asia, 26(2), 107-130.
[34] Kung, H.-Y. (2009). Perception or confidence? Self-concept, self-efficacy and achievement in Mathematics: A longitudinal study. Policy Futures in Education, 7(4), 387-398. https://doi:10.2304/pfie.2009.7.4.387
[35] Lano, L. (2017, October 30). Tak minat sains dan matematik kerana rasa 'terbeban'. Berita Harian.
[36] Lay, Y. F., & Khoo, C. H. (2014). Pengenalan kepada pendekatan kuantitatif dalam penyelidikan pendidikan. Ahli Majlis Penerbitan Ilmiah Malaysia (MAPIM).
[37] Lent, R. W., & Lopez, F. G. (1996). Latent structure of the sources of Mathematics self-efficacy. Journal of Vocational Behavior, 49, 292-308.
[38] Logan, M. R., & Skamp, K. R. (2013). The impact of teachers and their science teaching on students' science interest: A four-year study. International Journal of science Education, 35(17), 2879-2904.
[39] Mattern, N., & Schau, C. (2002). Gender differences in science attitude‐achievement relationships over time among white middle‐school students. Journal of Research in science Teaching, 39(4), 324-340. https://doi.org/ https://doi.org/10.1002/tea.10024
[40] Maphoso, L. T., & Mahlo, D. (2014). The influence of parental involvement on academic achievement in boarding and non-boarding schools. Mediterranean Journal of Social sciences, 5(2), 155-163.
[41] Miller, G. E. (1990). The assessment of clinical skills/ competence/ performance. Academic Medicine, 65(9), S63-S67.
[42] Miller, A., & Cunningham, K. (2011, April 18). Classroom environment. http://www.education.com/reference/article/classroom-environment/
[43] Mohr-Schroeder, M., Jackson, C., Cavalcanti, M., Jong, C., Schroeder, D. C., & Speler, L. G. (2017). Parents' attitudes toward Mathematics and the influence on their students' attitudes toward Mathematics: A quantitative study. School science and Mathematics, 117(5), 214-222.
[44] Newell, A. D., Tharp, B. Z., Vogt, G. L., Moreno, N. P., & Zientek, L. R. (2015). Students' attitudes towards science as predictors of gains on student content knowledge: Benefits of an after-school programs. Sch Sci Math, 115(5), 216 – 225.
[45] Nolen, S. B. (2003). Learning environment, motivation, and achievement in high school science. Journal of Research in science Teaching, 40(4), 347 – 368.
[46] Nurul Hidayati, Y. Suyitno, & Rasito Rasito. (2021). The use of contextual teaching and learning model to increase student's activeness and learning achievement in science learning. Proceedings of the 1st International Conference on Social Sciences, Indonesia. http://dx.doi.org/10.4108/eai.19-7-2021.2313064.
[47] Olasehinde, K. J., & Olatoye, R. A. (2014). Scientific attitude, attitude to science and science achievement of senior secondary school students in Katsina State, Nigeria. Journal of Educational and Social Research, 4(1), 445-452. https://doi:10.5901/jesr.2014.v4n1p445
[48] Olatoye, R. A., & Ogunkola, B. (2008). Parental involvement, interest in schooling and science achievement of junior secondary school students in Ogun State, Nigeria. College Teaching Methods & Styles Journal, 4(8), 33-40.
[49] Oluwatelure, T., & Oloruntegbe, K. (2010). Effects of parental involvement on students’ attitude and performance in science. African Journal of Microbiology Research, 4(1), 1-009. https://academicjournals.org/journal/AJMR/article-full-text-pdf/15B285811322
[50] Oluwatelure, T., & Oloruntegbe, K. (2016). Effects of parental involvement on students' attitude and performance in science. Advanced Journal of Microbiology Research, 1-9.
[51] Osborne, J., Simon, S., & Collins, S. (2003). Attitudes towards science: A review of the literature and its implications. International Journal of science Education, 25(9), 1049-1079.
[52] Ovute, A. O., & Ovute, L. E. (2015). Relationships of attitudes towards classroom environment with attitude and achievement science: Issue in value re-orientation in education. International Journal of Current Research and Academic Review, 3(5), 12-16.
[53] Papanastasiou, E. C., & Zembylas, M. (2002). The effect of attitude on science achievement: A study conducted among high school pupils in Cyprus. International Review of Education, 48(6), 469-484.
[54] Robinson, E., & Fraser, B. (2013). Kindergarten students' and parents' perceptions of science classroom environments: Achievement and attitudes. Learning Environment Research, 16, 151-167.
[55] Schneider, B., Krajcik, J., Lavonen, J., Salmela-Aro, K., Klager, C., Bradford, L., Chen, I., Baker, Q., Touitou, I., Peek-Brown, D., Dezendorf, R. M., Maestrales, S., & Bartz, K. (2022). Improving science achievement – Is it possible? Evaluating the efficacy of a high school chemistry and physics project-based learning intervention. Educational Researcher, 51(2), 109–121.
[56] Shute, V. J., Hansen, E. G., Underwood, J. S., & Razzouk, R. (2011). A review of the relationship between parental involvement and secondary school students' academic achievement. Education Research International, 1-10. https://doi.org/10.1155/2011/915326
[57] Siti Eshah Mokshein. (2012). Predictors of science achievement among the lower-secondary school students in Malaysia: An analysis of TIMSS data. Jurnal Pendidikan Sains & Matematik Malaysia, 25 – 47.
[58] Sucuoǧlu, E. (2018). Economic status, self-efficacy and academic achievement: The study of undergraduate students. Quality and Quantity, 52, S851-S861. https://doi:10.1007/s11135-018-0692-y
[59] Tosto, M. G., Asbury, K., Mazzocco, M. M., Petrill, S. A., & Kovas, Y. (2016). From classroom environment to Mathematics achievement: The mediating role of self-perceived ability and subject interest. Learning and Individual Differences, 50, 260-269. https://doi.org/https://doi.org/10.1016/j.lindif.2016.07.009
[60] Zainudin Abu Bakar, Mohd Jamil Ahmad, Sazillawati Dolah, Halimah Abd Halim, & Norsyarina Anuar. (2012). Parenting style and its effect on the Malaysian primary school children's school performance. Procedia Social and Behavioural sciences, 69, 1579-1584.
[61] Zhang, Y., Guan, X., Ahmed, M., Jobe, M. C., & Ahmed, O. (2022). The association between university students’ achievement goal orientation and academic engagement: Examining the mediating role of perceived school climate and academic self-efficacy. Sustainability, 14, 1-13. https://doi.org/https://doi.org/10.3390/su14106304
How to Cite This
Copyright and Permissions

This work is licensed under a Creative Commons Attribution 4.0 International License.
Authors who publish with this journal agree to the following terms:
Authors retain copyright and grant the journal right of first publication with the work simultaneously licensed under a Creative Commons Attribution License that allows others to share the work with an acknowledgement of the work's authorship and initial publication in this journal.
Authors are able to enter into separate, additional contractual arrangements for the non-exclusive distribution of the journal's published version of the work (e.g., post it to an institutional repository or publish it in a book), with an acknowledgement of its initial publication in this journal.
Authors are permitted and encouraged to post their work online (e.g., in institutional repositories or on their website) prior to and during the submission process, as it can lead to productive exchanges, as well as earlier and greater citation of published work (See The Effect of Open Access).

Dinamika Jurnal Ilmiah Pendidikan Dasar is licensed under a Creative Commons Attribution 4.0 International License.
Data Availability
Share this
sidebar
Browse
Keywords
citedness
statcounter
Visitors





