Year 2024,
Volume: 11 Issue: 6, 75 - 93, 01.11.2024
Tsania Nur Diyana
,
Sutopo Sutopo
,
Supriyono Koes-handayanto
,
Sentot Kusairi
References
- Adams, W. K., Perkins, K. K., Podolefsky, N. S., Dubson, M., Finkelstein, N. D., & Wieman, C. E. (2006). New instrument for measuring student beliefs about physics and learning physics: The Colorado Learning Attitudes about Science Survey. Physical Review Special Topics - Physics Education Research, 2(1), 010101. https://doi.org/10.1103/PhysRevSTPER.2.010101
- Arbona, C., & Novy, D. M. (1991). Career Aspirations and Expectations of Black, Mexican American, and White Students. The Career Development Quarterly, 39(3), 231–239. https://doi.org/10.1002/j.2161-0045.1991.tb00395.x
- Balady, S., & Taylor, C. (2022). Students’ expert-like attitudes in calculus and introductory computer science courses with active-learning pedagogy. Computer Science Education, 0(0), 1–31. https://doi.org/10.1080/08993408.2022.2129344
- Berry, T. R., Spence, J. C., Blanchard, C. M., Cutumisu, N., Edwards, J., & Selfridge, G. (2010). A longitudinal and cross-sectional examination of the relationship between reasons for choosing a neighbourhood, physical activity and body mass index. International Journal of Behavioral Nutrition and Physical Activity, 7(1), 57. https://doi.org/10.1186/1479-5868-7-57
- Bodin, M., & Winberg, M. (2012). Role of beliefs and emotions in numerical problem solving in university physics education. Physical Review Special Topics - Physics Education Research, 8(1), 010108. https://doi.org/10.1103/PhysRevSTPER.8.010108
- Boone, W. J. (2016). Rasch Analysis for Instrument Development: Why, When, and How? CBE—Life Sciences Education, 15(4), rm4. https://doi.org/10.1187/cbe.16-04-0148
- Chen, L., Xu, S., Xiao, H., & Zhou, S. (2019). Variations in students’ epistemological beliefs towards physics learning across majors, genders, and university tiers. Physical Review Physics Education Research, 15(1), 010106. https://doi.org/10.1103/PhysRevPhysEducRes.15.010106
- Crawford, B. A. (2007). Learning to teach science as inquiry in the rough and tumble of practice. Journal of Research in Science Teaching, 44(4), 613–642. https://doi.org/10.1002/tea.20157
- Creswell, J. W. (2012). Educational research: Planning, conducting, and evaluating quantitative and qualitative research (4th ed). Pearson.
- Delgado-Viñas, C., & Gómez-Moreno, M.-L. (2022). The Interaction between Urban and Rural Areas: An Updated Paradigmatic, Methodological and Bibliographic Review. Land, 11(8), Article 8. https://doi.org/10.3390/land11081298
- Diyana, T. N., Sutopo, S., & Sunaryono, S. (2020). The Effectiveness of Web-Based Recitation Program on Improving Students’ Conceptual Understanding in Fluid Mechanics. Jurnal Pendidikan IPA Indonesia [International Journal of Science Education], 9(2), 219–230. https://doi.org/10.15294/jpii.v9i2.24043
- Docktor, J. L., & Mestre, J. P. (2014). Synthesis of discipline-based education research in physics. Physical Review Special Topics - Physics Education Research, 10(2), 020119. https://doi.org/10.1103/PhysRevSTPER.10.020119
- Douglas, K. A., Yale, M. S., Bennett, D. E., Haugan, M. P., & Bryan, L. A. (2014). Evaluation of Colorado Learning Attitudes about Science Survey. Physical Review Special Topics - Physics Education Research, 10(2). Scopus. https://doi.org/10.1103/PhysRevSTPER.10.020128
- Fray, L., & Gore, J. (2018). Why people choose teaching: A scoping review of empirical studies, 2007–2016. Teaching and Teacher Education, 75, 153–163. https://doi.org/10.1016/j.tate.2018.06.009
- Good, M., Maries, A., & Singh, C. (2019). Impact of traditional or evidence-based active-engagement instruction on introductory female and male students’ attitudes and approaches to physics problem solving. Physical Review Physics Education Research, 15(2), 020129. https://doi.org/10.1103/PhysRevPhysEducRes.15.020129
- Gottfredson, L. S. (1981). Circumscription and compromise: A developmental theory of occupational aspirations. Journal of Counseling Psychology, 28(6), 545–579. https://doi.org/10.1037/0022-0167.28.6.545
- Gray, K. E., Adams, W. K., Wieman, C. E., & Perkins, K. K. (2008). Students know what physicists believe, but they don’t agree: A study using the CLASS survey. Physical Review Special Topics - Physics Education Research, 4(2), 020106. https://doi.org/10.1103/PhysRevSTPER.4.020106
- Hammer, D. (1994). Epistemological Beliefs in Introductory Physics. Cognition and Instruction, 12(2), 151–183.
- Ibrohim, I., Purwaningsih, E., Munzil, M., Hidayanto, E., Sudrajat, A. K., Saefi, M., & Hassan, Z. bin. (2022). Possible links between Indonesian science teacher’s TPACK perception and demographic factors: Self-reported survey. Eurasia Journal of Mathematics, Science and Technology Education, 18(9), em2146. https://doi.org/10.29333/ejmste/12282
- Kalender, Z. Y., Marshman, E., Schunn, C. D., Nokes-Malach, T. J., & Singh, C. (2022). Framework for unpacking students’ mindsets in physics by gender. Physical Review Physics Education Research, 18(1), 010116. https://doi.org/10.1103/PhysRevPhysEducRes.18.010116
- Kim, S. Y., & Hamdan Alghamdi, A. K. (2023). Saudi Arabian secondary school students’ views of the nature of science and epistemological beliefs: Gendered differences. Research in Science & Technological Education, 41(3), 838–860. https://doi.org/10.1080/02635143.2021.1961721
- Kontro, I., & Buschhüter, D. (2020). Validity of Colorado Learning Attitudes about Science Survey for a high-achieving, Finnish population. Physical Review Physics Education Research, 16(2), 020104. https://doi.org/10.1103/PhysRevPhysEducRes.16.020104
- Kusairi, S., Rosyidah, N. D., Diyana, T. N., & Nisa, I. K. (2020). Conceptual understanding and difficulties of high school students in urban and rural areas: Case of archimedes’ principles. AIP Conference Proceedings, 2215, 050010. https://doi.org/10.1063/5.0000752
- Kustusch, M. B. (2016). Assessing the impact of representational and contextual problem features on student use of right-hand rules. Physical Review Physics Education Research, 12(1), 010102. https://doi.org/10.1103/PhysRevPhysEducRes.12.010102
- Lee, M., Larkin, C. J. K., & Hoekstra, S. (2023). Impacts of Problem-Based Instruction on Students’ Beliefs about Physics and Learning Physics. Education Sciences, 13(3), Article 3. https://doi.org/10.3390/educsci13030321
- Li, Y., & Singh, C. (2021). Effect of gender, self-efficacy, and interest on perception of the learning environment and outcomes in calculus-based introductory physics courses. Physical Review Physics Education Research, 17(1), 010143. https://doi.org/10.1103/PhysRevPhysEducRes.17.010143
- Lising, L., & Elby, A. (2005). The impact of epistemology on learning: A case study from introductory physics. American Journal of Physics, 73(4), 372–382. https://doi.org/10.1119/1.1848115
- Marshman, E., Kalender, Z. Y., Schunn, C., Nokes-Malach, T., & Singh, C. (2018). A longitudinal analysis of students’ motivational characteristics in introductory physics courses: Gender differences. Canadian Journal of Physics, 96(4), 391–405. https://doi.org/10.1139/cjp-2017-0185
- Mbaka, J. K., Kanga, B. M., Mwanzia, R. M., & Murungi, J. M. (2023). Certainty of Knowledge and Performance of Physics among Secondary School Students in Tharaka Nithi County, Kenya. Journal of Somali Studies, 10(2), 117–135. Scopus. https://doi.org/10.31920/2056-5682/2023/v10n2a6
- McMillan, J. H., & Schumacher, S. (2010). Research in Education: Evidence-Based Inquiry, 7th Edition. MyEducationLab Series. In Pearson. Pearson.
- Myers, R. E., & Fouts, J. T. (1992). A cluster analysis of high school science classroom environments and attitude toward science. Journal of Research in Science Teaching, 29(9), 929–937. https://doi.org/10.1002/tea.3660290904
- Nissen, J. M., & Shemwell, J. T. (2016). Gender, experience, and self-efficacy in introductory physics. Physical Review Physics Education Research, 12(2), 020105. https://doi.org/10.1103/PhysRevPhysEducRes.12.020105
- Ölmez-Çağlar, F. (2022). Career Motivations as Sources of Teacher Identity in Foreign Language Education. Participatory Educational Research, 9(5), Article 5. https://doi.org/10.17275/per.22.106.9.5
- Paniagua, A. (2014). Rurality, identity and morality in remote rural areas in northern Spain. Journal of Rural Studies, 35, 49–58. https://doi.org/10.1016/j.jrurstud.2014.03.009
- Parmenter, B. H., Bumrungpert, A., & Thouas, G. A. (2021). Socio-demographic factors, beliefs and health perceptions associated with use of a commercially available Ω-3 fatty acid supplement: A cross-sectional study in Asian countries. PharmaNutrition, 15, 100237. https://doi.org/10.1016/j.phanu.2020.100237
- Perkins, K. K., Adams, W. K., Pollock, S. J., Finkelstein, N. D., & Wieman, C. E. (2005). Correlating Student Beliefs With Student Learning Using The Colorado Learning Attitudes about Science Survey. AIP Conference Proceedings, 790(1), 61–64. https://doi.org/10.1063/1.2084701
- Planinic, M., Boone, W. J., Susac, A., & Ivanjek, L. (2019). Rasch analysis in physics education research: Why measurement matters. Physical Review Physics Education Research, 15(2), 020111. https://doi.org/10.1103/PhysRevPhysEducRes.15.020111
- Purwaningsih, E., Suryadi, A., & Munfaridah, N. (2020). “I am a Rhetoric Physics Student-Teacher”: Identity Construction of an Indonesian Physics Student-Teacher. Eurasia Journal of Mathematics, Science and Technology Education, 16(12), em1908. https://doi.org/10.29333/ejmste/9123
- Reddy, L. (2020). An Evaluation of Undergraduate South African Physics Students’ Epistemological Beliefs When Solving Physics Problems. Eurasia Journal of Mathematics, Science and Technology Education, 16(5), em1844. https://doi.org/10.29333/ejmste/7802
- Robinson, A., Simonetti, J. H., Richardson, K., & Wawro, M. (2021). Positive attitudinal shifts and a narrowing gender gap: Do expertlike attitudes correlate to higher learning gains for women in the physics classroom? Physical Review Physics Education Research, 17(1), 010101. https://doi.org/10.1103/PhysRevPhysEducRes.17.010101
- Sahin, M. (2010). Effects of Problem-Based Learning on University Students’ Epistemological Beliefs About Physics and Physics Learning and Conceptual Understanding of Newtonian Mechanics. Journal of Science Education and Technology, 19(3), 266–275. https://doi.org/10.1007/s10956-009-9198-7
- Sawtelle, V., Brewe, E., & Kramer, L. H. (2012). Exploring the relationship between self-efficacy and retention in introductory physics. Journal of Research in Science Teaching, 49(9), 1096–1121. https://doi.org/10.1002/tea.21050
- Sherin, B. L. (2001). How Students Understand Physics Equations. Cognition and Instruction, 19(4), 479–541. https://doi.org/10.1207/S1532690XCI1904_3
- Sutopo, & Waldrip, B. (2014). Impact of a Representational Approach on Students’ Reasoning and Conceptual Understanding in Learning Mechanics. International Journal of Science and Mathematics Education, 12(4), 741–765. https://doi.org/10.1007/s10763-013-9431-y
- Tanti, T., Kurniawan, D. A., Kuswanto, K., Utami, W., & Wardhana, I. (2020). Science Process Skills and Critical Thinking in Science: Urban and Rural Disparity. Jurnal Pendidikan IPA Indonesia [International Journal of Science Education], 9(4), Article 4. https://doi.org/10.15294/jpii.v9i4.24139
- Wang, X., & Cheng, Z. (2020). Cross-Sectional Studies: Strengths, Weaknesses, and Recommendations. CHEST, 158(1), S65–S71. https://doi.org/10.1016/j.chest.2020.03.012
- Yeung, A. S. (2011). Student self-concept and effort: Gender and grade differences. Educational Psychology, 31(6), 749–772. https://doi.org/10.1080/01443410.2011.608487
- Zhang, P., & Ding, L. (2013). Large-scale survey of Chinese precollege students’ epistemological beliefs about physics: A progression or a regression? Physical Review Special Topics - Physics Education Research, 9(1), 010110. https://doi.org/10.1103/PhysRevSTPER.9.010110
- Zhang, P., Ding, L., & Mazur, E. (2017). Peer Instruction in introductory physics: A method to bring about positive changes in students’ attitudes and beliefs. Physical Review Physics Education Research, 13(1), 010104. https://doi.org/10.1103/PhysRevPhysEducRes.13.010104
- Zhao, L., Cao, C., Li, Y., & Li, Y. (2022). Determinants of the digital outcome divide in E-learning between rural and urban students: Empirical evidence from the COVID-19 pandemic based on capital theory. Computers in Human Behavior, 130, 107177. https://doi.org/10.1016/j.chb.2021.107177
Demographic Factors Associated with Students' Belief and Attitude towards Physics and Learning: A Cross-Sectional Study from Indonesia
Year 2024,
Volume: 11 Issue: 6, 75 - 93, 01.11.2024
Tsania Nur Diyana
,
Sutopo Sutopo
,
Supriyono Koes-handayanto
,
Sentot Kusairi
Abstract
Students' Belief and Attitude (BA) towards physics and learning are believed to influence student performance in learning. Identification and exploration of students' BA are crucial aspects in supporting the quality of physics learning. The Colorado Learning Attitudes about Sciences Survey (CLASS) is an instrument that is widely used to identify and explore students' beliefs and attitudes towards physics and learning. However, few studies have investigated the relationship between each categories of CLASS and the impact of demographic characteristics (gender, study program, school origin, interest in becoming a teacher, and length of study) on student beliefs. This study aims to fill in this gap. Using CLASS to measure these beliefs and attitudes among 439 physics students and prospective physics teachers from 11 universities. The survey data was analyzed with the Pearson Correlation, Mann-Whitney U, and Kruskal-Wallis tests. Overall, the results obtained show that all belief and attitude categories are significantly interconnected. Apart from that, there is also a positive and significant relationship between categories. This indicates that the three categories have demonstrated to be capable of constructing BA as a whole. However, no significant differences were discovered in the association between students' belief and attitudes towards physics and their learning based on demographic characteristics.
References
- Adams, W. K., Perkins, K. K., Podolefsky, N. S., Dubson, M., Finkelstein, N. D., & Wieman, C. E. (2006). New instrument for measuring student beliefs about physics and learning physics: The Colorado Learning Attitudes about Science Survey. Physical Review Special Topics - Physics Education Research, 2(1), 010101. https://doi.org/10.1103/PhysRevSTPER.2.010101
- Arbona, C., & Novy, D. M. (1991). Career Aspirations and Expectations of Black, Mexican American, and White Students. The Career Development Quarterly, 39(3), 231–239. https://doi.org/10.1002/j.2161-0045.1991.tb00395.x
- Balady, S., & Taylor, C. (2022). Students’ expert-like attitudes in calculus and introductory computer science courses with active-learning pedagogy. Computer Science Education, 0(0), 1–31. https://doi.org/10.1080/08993408.2022.2129344
- Berry, T. R., Spence, J. C., Blanchard, C. M., Cutumisu, N., Edwards, J., & Selfridge, G. (2010). A longitudinal and cross-sectional examination of the relationship between reasons for choosing a neighbourhood, physical activity and body mass index. International Journal of Behavioral Nutrition and Physical Activity, 7(1), 57. https://doi.org/10.1186/1479-5868-7-57
- Bodin, M., & Winberg, M. (2012). Role of beliefs and emotions in numerical problem solving in university physics education. Physical Review Special Topics - Physics Education Research, 8(1), 010108. https://doi.org/10.1103/PhysRevSTPER.8.010108
- Boone, W. J. (2016). Rasch Analysis for Instrument Development: Why, When, and How? CBE—Life Sciences Education, 15(4), rm4. https://doi.org/10.1187/cbe.16-04-0148
- Chen, L., Xu, S., Xiao, H., & Zhou, S. (2019). Variations in students’ epistemological beliefs towards physics learning across majors, genders, and university tiers. Physical Review Physics Education Research, 15(1), 010106. https://doi.org/10.1103/PhysRevPhysEducRes.15.010106
- Crawford, B. A. (2007). Learning to teach science as inquiry in the rough and tumble of practice. Journal of Research in Science Teaching, 44(4), 613–642. https://doi.org/10.1002/tea.20157
- Creswell, J. W. (2012). Educational research: Planning, conducting, and evaluating quantitative and qualitative research (4th ed). Pearson.
- Delgado-Viñas, C., & Gómez-Moreno, M.-L. (2022). The Interaction between Urban and Rural Areas: An Updated Paradigmatic, Methodological and Bibliographic Review. Land, 11(8), Article 8. https://doi.org/10.3390/land11081298
- Diyana, T. N., Sutopo, S., & Sunaryono, S. (2020). The Effectiveness of Web-Based Recitation Program on Improving Students’ Conceptual Understanding in Fluid Mechanics. Jurnal Pendidikan IPA Indonesia [International Journal of Science Education], 9(2), 219–230. https://doi.org/10.15294/jpii.v9i2.24043
- Docktor, J. L., & Mestre, J. P. (2014). Synthesis of discipline-based education research in physics. Physical Review Special Topics - Physics Education Research, 10(2), 020119. https://doi.org/10.1103/PhysRevSTPER.10.020119
- Douglas, K. A., Yale, M. S., Bennett, D. E., Haugan, M. P., & Bryan, L. A. (2014). Evaluation of Colorado Learning Attitudes about Science Survey. Physical Review Special Topics - Physics Education Research, 10(2). Scopus. https://doi.org/10.1103/PhysRevSTPER.10.020128
- Fray, L., & Gore, J. (2018). Why people choose teaching: A scoping review of empirical studies, 2007–2016. Teaching and Teacher Education, 75, 153–163. https://doi.org/10.1016/j.tate.2018.06.009
- Good, M., Maries, A., & Singh, C. (2019). Impact of traditional or evidence-based active-engagement instruction on introductory female and male students’ attitudes and approaches to physics problem solving. Physical Review Physics Education Research, 15(2), 020129. https://doi.org/10.1103/PhysRevPhysEducRes.15.020129
- Gottfredson, L. S. (1981). Circumscription and compromise: A developmental theory of occupational aspirations. Journal of Counseling Psychology, 28(6), 545–579. https://doi.org/10.1037/0022-0167.28.6.545
- Gray, K. E., Adams, W. K., Wieman, C. E., & Perkins, K. K. (2008). Students know what physicists believe, but they don’t agree: A study using the CLASS survey. Physical Review Special Topics - Physics Education Research, 4(2), 020106. https://doi.org/10.1103/PhysRevSTPER.4.020106
- Hammer, D. (1994). Epistemological Beliefs in Introductory Physics. Cognition and Instruction, 12(2), 151–183.
- Ibrohim, I., Purwaningsih, E., Munzil, M., Hidayanto, E., Sudrajat, A. K., Saefi, M., & Hassan, Z. bin. (2022). Possible links between Indonesian science teacher’s TPACK perception and demographic factors: Self-reported survey. Eurasia Journal of Mathematics, Science and Technology Education, 18(9), em2146. https://doi.org/10.29333/ejmste/12282
- Kalender, Z. Y., Marshman, E., Schunn, C. D., Nokes-Malach, T. J., & Singh, C. (2022). Framework for unpacking students’ mindsets in physics by gender. Physical Review Physics Education Research, 18(1), 010116. https://doi.org/10.1103/PhysRevPhysEducRes.18.010116
- Kim, S. Y., & Hamdan Alghamdi, A. K. (2023). Saudi Arabian secondary school students’ views of the nature of science and epistemological beliefs: Gendered differences. Research in Science & Technological Education, 41(3), 838–860. https://doi.org/10.1080/02635143.2021.1961721
- Kontro, I., & Buschhüter, D. (2020). Validity of Colorado Learning Attitudes about Science Survey for a high-achieving, Finnish population. Physical Review Physics Education Research, 16(2), 020104. https://doi.org/10.1103/PhysRevPhysEducRes.16.020104
- Kusairi, S., Rosyidah, N. D., Diyana, T. N., & Nisa, I. K. (2020). Conceptual understanding and difficulties of high school students in urban and rural areas: Case of archimedes’ principles. AIP Conference Proceedings, 2215, 050010. https://doi.org/10.1063/5.0000752
- Kustusch, M. B. (2016). Assessing the impact of representational and contextual problem features on student use of right-hand rules. Physical Review Physics Education Research, 12(1), 010102. https://doi.org/10.1103/PhysRevPhysEducRes.12.010102
- Lee, M., Larkin, C. J. K., & Hoekstra, S. (2023). Impacts of Problem-Based Instruction on Students’ Beliefs about Physics and Learning Physics. Education Sciences, 13(3), Article 3. https://doi.org/10.3390/educsci13030321
- Li, Y., & Singh, C. (2021). Effect of gender, self-efficacy, and interest on perception of the learning environment and outcomes in calculus-based introductory physics courses. Physical Review Physics Education Research, 17(1), 010143. https://doi.org/10.1103/PhysRevPhysEducRes.17.010143
- Lising, L., & Elby, A. (2005). The impact of epistemology on learning: A case study from introductory physics. American Journal of Physics, 73(4), 372–382. https://doi.org/10.1119/1.1848115
- Marshman, E., Kalender, Z. Y., Schunn, C., Nokes-Malach, T., & Singh, C. (2018). A longitudinal analysis of students’ motivational characteristics in introductory physics courses: Gender differences. Canadian Journal of Physics, 96(4), 391–405. https://doi.org/10.1139/cjp-2017-0185
- Mbaka, J. K., Kanga, B. M., Mwanzia, R. M., & Murungi, J. M. (2023). Certainty of Knowledge and Performance of Physics among Secondary School Students in Tharaka Nithi County, Kenya. Journal of Somali Studies, 10(2), 117–135. Scopus. https://doi.org/10.31920/2056-5682/2023/v10n2a6
- McMillan, J. H., & Schumacher, S. (2010). Research in Education: Evidence-Based Inquiry, 7th Edition. MyEducationLab Series. In Pearson. Pearson.
- Myers, R. E., & Fouts, J. T. (1992). A cluster analysis of high school science classroom environments and attitude toward science. Journal of Research in Science Teaching, 29(9), 929–937. https://doi.org/10.1002/tea.3660290904
- Nissen, J. M., & Shemwell, J. T. (2016). Gender, experience, and self-efficacy in introductory physics. Physical Review Physics Education Research, 12(2), 020105. https://doi.org/10.1103/PhysRevPhysEducRes.12.020105
- Ölmez-Çağlar, F. (2022). Career Motivations as Sources of Teacher Identity in Foreign Language Education. Participatory Educational Research, 9(5), Article 5. https://doi.org/10.17275/per.22.106.9.5
- Paniagua, A. (2014). Rurality, identity and morality in remote rural areas in northern Spain. Journal of Rural Studies, 35, 49–58. https://doi.org/10.1016/j.jrurstud.2014.03.009
- Parmenter, B. H., Bumrungpert, A., & Thouas, G. A. (2021). Socio-demographic factors, beliefs and health perceptions associated with use of a commercially available Ω-3 fatty acid supplement: A cross-sectional study in Asian countries. PharmaNutrition, 15, 100237. https://doi.org/10.1016/j.phanu.2020.100237
- Perkins, K. K., Adams, W. K., Pollock, S. J., Finkelstein, N. D., & Wieman, C. E. (2005). Correlating Student Beliefs With Student Learning Using The Colorado Learning Attitudes about Science Survey. AIP Conference Proceedings, 790(1), 61–64. https://doi.org/10.1063/1.2084701
- Planinic, M., Boone, W. J., Susac, A., & Ivanjek, L. (2019). Rasch analysis in physics education research: Why measurement matters. Physical Review Physics Education Research, 15(2), 020111. https://doi.org/10.1103/PhysRevPhysEducRes.15.020111
- Purwaningsih, E., Suryadi, A., & Munfaridah, N. (2020). “I am a Rhetoric Physics Student-Teacher”: Identity Construction of an Indonesian Physics Student-Teacher. Eurasia Journal of Mathematics, Science and Technology Education, 16(12), em1908. https://doi.org/10.29333/ejmste/9123
- Reddy, L. (2020). An Evaluation of Undergraduate South African Physics Students’ Epistemological Beliefs When Solving Physics Problems. Eurasia Journal of Mathematics, Science and Technology Education, 16(5), em1844. https://doi.org/10.29333/ejmste/7802
- Robinson, A., Simonetti, J. H., Richardson, K., & Wawro, M. (2021). Positive attitudinal shifts and a narrowing gender gap: Do expertlike attitudes correlate to higher learning gains for women in the physics classroom? Physical Review Physics Education Research, 17(1), 010101. https://doi.org/10.1103/PhysRevPhysEducRes.17.010101
- Sahin, M. (2010). Effects of Problem-Based Learning on University Students’ Epistemological Beliefs About Physics and Physics Learning and Conceptual Understanding of Newtonian Mechanics. Journal of Science Education and Technology, 19(3), 266–275. https://doi.org/10.1007/s10956-009-9198-7
- Sawtelle, V., Brewe, E., & Kramer, L. H. (2012). Exploring the relationship between self-efficacy and retention in introductory physics. Journal of Research in Science Teaching, 49(9), 1096–1121. https://doi.org/10.1002/tea.21050
- Sherin, B. L. (2001). How Students Understand Physics Equations. Cognition and Instruction, 19(4), 479–541. https://doi.org/10.1207/S1532690XCI1904_3
- Sutopo, & Waldrip, B. (2014). Impact of a Representational Approach on Students’ Reasoning and Conceptual Understanding in Learning Mechanics. International Journal of Science and Mathematics Education, 12(4), 741–765. https://doi.org/10.1007/s10763-013-9431-y
- Tanti, T., Kurniawan, D. A., Kuswanto, K., Utami, W., & Wardhana, I. (2020). Science Process Skills and Critical Thinking in Science: Urban and Rural Disparity. Jurnal Pendidikan IPA Indonesia [International Journal of Science Education], 9(4), Article 4. https://doi.org/10.15294/jpii.v9i4.24139
- Wang, X., & Cheng, Z. (2020). Cross-Sectional Studies: Strengths, Weaknesses, and Recommendations. CHEST, 158(1), S65–S71. https://doi.org/10.1016/j.chest.2020.03.012
- Yeung, A. S. (2011). Student self-concept and effort: Gender and grade differences. Educational Psychology, 31(6), 749–772. https://doi.org/10.1080/01443410.2011.608487
- Zhang, P., & Ding, L. (2013). Large-scale survey of Chinese precollege students’ epistemological beliefs about physics: A progression or a regression? Physical Review Special Topics - Physics Education Research, 9(1), 010110. https://doi.org/10.1103/PhysRevSTPER.9.010110
- Zhang, P., Ding, L., & Mazur, E. (2017). Peer Instruction in introductory physics: A method to bring about positive changes in students’ attitudes and beliefs. Physical Review Physics Education Research, 13(1), 010104. https://doi.org/10.1103/PhysRevPhysEducRes.13.010104
- Zhao, L., Cao, C., Li, Y., & Li, Y. (2022). Determinants of the digital outcome divide in E-learning between rural and urban students: Empirical evidence from the COVID-19 pandemic based on capital theory. Computers in Human Behavior, 130, 107177. https://doi.org/10.1016/j.chb.2021.107177