Determinants of Students’ STEM Attitudes in Primary School: Reading Experience, Preschool Education and Career Choice
Year 2025,
Issue: 56
Duygu Sarı
,
Mehmet Katrancı
,
Uğur Sarı
Abstract
This study aims to examine primary school students’ STEM attitudes in terms of some demographic characteristics and to reveal their determinants. 616 students who are in the fourth grade of primary school in a province in the Central Anatolia Region of Turkey participated in the study. The descriptive survey model was used in the study. The data of the study were collected through a personal information form and a STEM attitude scale. In the analysis of the data, Mann-Whitney U and Kruskal Wallis H tests were used together with the descriptive statistics results. In addition, the effect size value was calculated for all the obtained results. As a result of the study, it was determined that STEM attitudes differed significantly according to whether the students received preschool education, whether they followed science-themed children's magazines, the number of books they read per month, the type of book they liked to read and the profession they chose; however, the gender variable did not have a significant effect. According to the results, it was suggested that students should gain reading habits, follow science-themed magazines and be supported in reading science fiction books. In addition, the importance of educational policies aimed at expanding preschool education in order to increase interest in STEM fields was emphasized.
Ethical Statement
Kırıkkale University Social and Humanities Research Ethics Committee Date: 18.02.2021, Number: 2021-02/02)
References
- Arslan, A. (2023). Examination of reading habits and stem attitudes of secondary school students. Educational Academic Research, 49, 23-38. https://doi.org/10.5152/AUJKKEF.2023.1039309
- Aydın, G., Saka, M., & Guzey, S. (2017). Science, technology, engineering, mathematic (STEM) attitude levels in grades 4th-8th. Mersin University Journal of the Faculty of Education, 13(2), 787-802. https://doi.org/10.17860/mersinefd.290319
- Brown, P. L., Concannon, J. P., Marx, D., Donaldson, C. W., & Black, A. (2016). An examination of middle school students' STEM self-efficacy with relation to interest and perceptions of STEM. Journal of STEM Education: Innovations and Research, 17(3), 27-38.
- Canbazoğlu, H. B., & Tümkaya, S. (2020). Evaluation of elementary school fourth grade students' science, technology, engineering, mathematics (STEM) attitudes in terms of various variables. Turkish Journal of Computer and Mathematics Education (TURCOMAT), 11(1), 188-209.
- CHE (2022) Basic sciences meeting report (Publication No. 2022/1).https://www.yok.gov.tr/Documents/Yayinlar/Yayinlarimiz/2022/04-temel-bilimler-toplantisi-raporu.pdf
- Chesloff, J. D. (2013). STEM education must start in early childhood. Education Week, 32(23), 27-32.
- Cohen, J. (1988). Statistical power analysis for the behavioural sciences (2nd ed.). Academic Press.
- Creswell, J. W. (2013). Research design: Qualitative, quantitative, and mixed methods approaches (4th ed.). Sage.
- Çepni, S. (2009). Introduction to research and project studies (4th ed.). Erol Ofset.
- Duffy, B. (1998). Fostering creative development: A curriculum development handbook for early childhood educators stoke on trent. Trentham Books.
- Ekici, D. İ. (2017). An investigation on the factors affecting the scientific inquiry skills perceptions of secondary students. Kastamonu Education Journal, 25(2), 497-516.
- Flower III, A. M. (2014). Building an academic community: Minority serving institutions and how they influence students pursuing undergraduate degrees in STEM. Multicultural Learning and Teaching, 9(2), 187-201.
- Fuchs, L. S., & Fuchs, D. (2002). Mathematical problem-solving profiles of students with mathematics disabilities with and without comorbid reading disabilities. Journal of Learning Disabilities, 35(6), 564-574.
- George, R. (2006). A cross‐domain analysis of change in students’ attitudes toward science and attitudes about the utility of science. International journal of science education, 28(6), 571-589.
- Herro, D., Quigley, C., & Cian, H. (2019). The challenges of STEAM instruction: Lessons from the field. Action in Teacher Education, 41(2), 172-190. https://doi.org/10.1080/01626620.2018.1551159
- Hillel, J., & Perrett, G. (2006). Undergraduate students’ conceptions of mathematics: An international study. International Journal of Science and Mathematics Education, 5, 439-459.
- Hilpert, J., Stump, G., Husman, J., & Kim, W. (2008). An exploratory factor analysis of the Pittsburgh freshman engineering attitudes survey. The 386th ASEE/IEEE Frontiers in Education Conference, New York.
- Huang, B., Jong, M. S. Y., Tu, Y. F., Hwang, G. J., Chai, C. S., & Jiang, M. Y. C. (2022). Trends and exemplary practices of STEM teacher professional development programs in K-12 contexts: A systematic review of empirical studies. Computers and Education, 189(2022), 1-24. https://doi.org/10.1016/j.compedu.2022.104577
- Idris, R., Govindasamy, P., Nachiappan, S., & Bacotang, J. (2023). Examining moderator factors influencing students’ interest in STEM careers: The role of demographic, family and gender. International Journal of Academic Research in Progressive Education and Development, 12(2), 2298-2312. http://dx.doi.org/10.6007/IJARPED/v12-i2/17609
- Johnson, R. B., & Christensen, L. (2014). Educational research: Quantitative, qualitative and mixed approaches. Sage.
- Karadeniz, E., & Değirmençay, Ş. A. (2020). The effect of the science-fiction books on arousing curiosity about science in secondary school students. Journal of Turkish Science Education, 17(2), 225-241.
- Kerem, İ. (2019). Investigation of the relationship between the disciplined mind attributes and STEM attitudes of elementary school 4th grade students (Afyonkarahisar sampling) (Publication No. 554383) [Masters’s thesis, Afyon Kocatepe University-Afyon] Council of Higher Education National Thesis Centre.
- Knezek, G., Christensen, R., Tyler-Wood, T., & Periathiruvadi, S. (2013). Impact of environmental power monitoring activities on middle school student perceptions of STEM. Science Education International, 24(1), 98-123.
- Kucuk, S., & Sisman, B. (2020). Students’ attitudes towards robotics and STEM: Differences based on gender and robotics experience. International Journal of Child-Computer Interaction, 23, 100167.
- Lane, C., Kaya-Capocci, S., Kelly, R., O’Connell, T., & Goos, M. (2022). Fascinating or dull? Female students’ attitudes towards STEM subjects and careers. Frontiers in Psychology, 13, 959972.
- Langdon, D., McKittrick, G., Beede, D., Khan, B., & Dom, M. (2011). STEM: Good jobs now and for the future. ESA Issue Brief 03-11. U.S. Department of Commerce, Economics and Statistics Administration.
- Lin, K. Y., Hsiao, H. S., Williams, P. J., & Chen, Y. H. (2020). Effects of 6E-oriented STEM practical activities in cultivating middle school students’ attitudes toward technology and technological inquiry ability. Research in Science & Technological Education, 38(1), 1-18. https://doi.org/10.1080/02635143.2018.1561432.
- Mol, S. E., & Bus, A. G. (2011). To read or not to read: A meta-analysis of print exposure from infancy to early adulthood. Psychological Bulletin, 137(2), 267-296.
- Moore, T., & Richards, L. G. (2012). P-12 Engineering Education Research and Practice. Advances in Engineering Education, 3(2), 1-9.
- National Research Council [NRC]. (2011). Successful K-12 STEM education: Identifying effective approaches in science, technology, engineering, and mathematics. National Academies Press.
- Ortaş, İ. (2014). Comparison of Turkey and the world of reading book value and their ımpact on our social life. Turkish Librarianship, 28(3), 323-337.
- 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.
- Österholm, M. (2007). A reading comprehension perspective on problem solving. C. Bergsten and B. Grevholm (Eds.), Developing and researching quality in mathematics teaching and learning, Proceedings of MADIF 5, the 5th Swedish Mathematics Education Research Seminar (pp. 136-145). SMDF.
- Öztürk, M. (2017). The research of the 4th grade teachers' and students' efficacy beliefs and attitudes toward STEM education (Publication No. 485418) [Master's thesis, Ege University-İzmir]. Council of Higher Education National Thesis Centre.
- Özyurt, M., Kayiran, B. K., & Başaran, M. (2018). Analysis of primary school students’ attitudes towards STEM in terms of various variables. Turkish Studies, 13(4), 65-82. http://dx.doi.org/10.7827/TurkishStudies.12700
- Pagani, L., Larocque, D., Tremblay, R., & Lapointe, P. (2003). The impact of junior kindergarten on behaviour in elementary school children. International Journal of Behavioral Development, 27(5), 423-427.
- Rees, H., & Noyes, J. M. (2007). Mobile telephones, computers, and the internet: Sex differences in adolescents' use and attitudes. CyberPsychology & Behavior, 10(3), 482-484.
- Ricks, M. M. (2006). A study of the impact of an informal science education program on middle school students' science knowledge, science attitude, STEM high school and college course selections, and career decisions (Publication No. 3245344) [Doctoral dissertation, The University of Texas at Austin] ProQuest Dissertations and
Theses Global.
- Sarı, U., Alıcı, M., & Şen, Ö. F. (2018). The effect of STEM instruction on attitude, career perception and career
interest in a problem-based learning environment and student opinions. The Electronic Journal for Research in Science & Mathematics Education, 22(1), 1-21.
- Sellami, A. L., Al-Rakeb, N. A., & Tok, E. (2023). Secondary school students’ interest in STEM careers in Qatar. Education Sciences, 13(4), 369.
- Stone, J. R., I. I. I., Alfeld, C., & Pearson, D. (2008). Rigor and relevance: Enhancing high school students’ math skills through career and technical education. American Educational Research Journal, 45(3), 767–795.
- Şahin, E., Sarı, U., & Şen, Ö. F. (2024). STEM professional development program for gifted education teachers: STEM lesson plan design competence, self-efficacy, computational thinking and entrepreneurial skills. Thinking
Skills and Creativity, 51, 101439. https://doi.org/10.1016/j.tsc.2023.101439.
- Taylor, R. T. (Ed.). (2006). Improving reading, writing, and content learning for students in grades 4-12. Corwin Press.
- Tekin, H. (2000). Measurement and evaluation in education. Yargı Publushing.
- Tseng, K. H., Chang, C. C., Lou, S. J., & Chen, W. P. (2013). Attitudes towards science, technology, engineering and mathematics (STEM) in a project-based learning (PjBL) environment. International Journal of Technology and Design Education, 23, 87-102.
- Uğraş, M. (2024). The effects of STEM activities on STEM attitudes, scientific creativity and motivation beliefs of the students and their views on STEM education. International Online Journal of Educational Sciences, 10(5), 165-182. http://dx.doi.org/10.15345/iojes.2018.05.012
- Unfried, A., Faber, M., Stanhope, D. S., & Wiebe, E. (2015). The development and validation of a measure of student attitudes toward science, technology, engineering, and math (S-STEM). Journal of Psychoeducational
Assessment, 33(7), 622-639. https://doi.org/10.1177/0734282915571160
- VanderWeele, T. J., & Mathur, M. B. (2019). Some desirable properties of the Bonferroni correction: Is the Bonferroni correction really so bad? American journal of epidemiology, 188(3), 617-618. https://doi.org/10.1093/aje/kwy250
- Wiles, B., & Levesque‐Bristol, C. (2023). Motivation and achievement in undergraduate STEM calculus: Applying self‐determination theory to examine the differential impact of learning environments across demographic groups. School Science and Mathematics, 123 154-167. https://doi.org/10.1111/ssm.12590
- Yazıcı, Y. Y., Hacıoğlu, Y., & Sarı, U. (2023). Entrepreneurship, STEM attitude, and career interest development through 6E learning byDeSIGN™ model based STEM education. International Journal of Technology and Design Education, 33(4), 1525-1545. https://doi.org/10.1007/s10798-022-09780-z
- Yetkin, N., & Aküzüm, C. (2022). Investigation of the relationship between primary school 4th grade students’ conceptions of learning and attitudes towards STEM education. Journal of the Human and Social Science Researches, 11(1), 744-769.
- Zigler, E., & Muenchow, S. (1992). Head start: The inside story of America’s most successful educational experiment. Basic Books.
- Zulela, M. S., & Rachmadtullah, R. (2019). Constructivism approach in learning to write narrative at elementary school. Advances in Social Science, Education and Humanities Research, 178, 287-290. https://doi.org/10.2991/icoie18.2019.64
- Xu, C., & Lastrapes, R. E. (2022). Impact of STEM sense of belonging on career interest: The role of STEM attitudes. Journal of Career Development, 49(6), 1215-1229. https://doi/10.1177/08948453211033025
İlkokulda öğrencilerin STEM tutumlarının belirleyicileri: okuma kültürü, okul öncesi eğitim ve kariyer seçimi
Year 2025,
Issue: 56
Duygu Sarı
,
Mehmet Katrancı
,
Uğur Sarı
Abstract
Bu çalışmanın amacı ilkokul öğrencilerinin STEM tutumlarını bazı demografik özellikler açısından incelemek ve belirleyicilerini ortaya çıkarmaktır. Türkiye'nin İç Anadolu Bölgesi'ndeki bir ilde ilkokul dördüncü sınıfta öğrenim gören 616 öğrenci araştırmaya katıldı. Betimsel tarama modelinde tasarlanan araştırmada veriler, kişisel bilgi formu ve STEM tutum ölçeği aracılığıyla toplandı. Verilerin analizinde tanımlayıcı istatistik sonuçlarıyla birlikte Mann-Whitney U ve Kruskal Wallis H testleri kullanıldı. Ayrıca elde edilen tüm sonuçlar için etki büyüklüğü değeri hesaplandı. Araştırma sonucunda öğrencilerin STEM tutumunun yüksek düzeyde olduğu belirlendi. STEM tutumun okul öncesi eğitim alma ve bilim temalı çocuk dergisi takip etme durumuna, bir aylık sürede okuduğu kitap sayısına, okumaktan hoşlandığı kitap türüne, gelecekte yapmayı düşündüğü mesleğe göre anlamlı düzeyde farklılık gösterdiği, cinsiyet değişkeninin ise anlamlı düzeyde bir etkisinin olmadığı belirlendi.
References
- Arslan, A. (2023). Examination of reading habits and stem attitudes of secondary school students. Educational Academic Research, 49, 23-38. https://doi.org/10.5152/AUJKKEF.2023.1039309
- Aydın, G., Saka, M., & Guzey, S. (2017). Science, technology, engineering, mathematic (STEM) attitude levels in grades 4th-8th. Mersin University Journal of the Faculty of Education, 13(2), 787-802. https://doi.org/10.17860/mersinefd.290319
- Brown, P. L., Concannon, J. P., Marx, D., Donaldson, C. W., & Black, A. (2016). An examination of middle school students' STEM self-efficacy with relation to interest and perceptions of STEM. Journal of STEM Education: Innovations and Research, 17(3), 27-38.
- Canbazoğlu, H. B., & Tümkaya, S. (2020). Evaluation of elementary school fourth grade students' science, technology, engineering, mathematics (STEM) attitudes in terms of various variables. Turkish Journal of Computer and Mathematics Education (TURCOMAT), 11(1), 188-209.
- CHE (2022) Basic sciences meeting report (Publication No. 2022/1).https://www.yok.gov.tr/Documents/Yayinlar/Yayinlarimiz/2022/04-temel-bilimler-toplantisi-raporu.pdf
- Chesloff, J. D. (2013). STEM education must start in early childhood. Education Week, 32(23), 27-32.
- Cohen, J. (1988). Statistical power analysis for the behavioural sciences (2nd ed.). Academic Press.
- Creswell, J. W. (2013). Research design: Qualitative, quantitative, and mixed methods approaches (4th ed.). Sage.
- Çepni, S. (2009). Introduction to research and project studies (4th ed.). Erol Ofset.
- Duffy, B. (1998). Fostering creative development: A curriculum development handbook for early childhood educators stoke on trent. Trentham Books.
- Ekici, D. İ. (2017). An investigation on the factors affecting the scientific inquiry skills perceptions of secondary students. Kastamonu Education Journal, 25(2), 497-516.
- Flower III, A. M. (2014). Building an academic community: Minority serving institutions and how they influence students pursuing undergraduate degrees in STEM. Multicultural Learning and Teaching, 9(2), 187-201.
- Fuchs, L. S., & Fuchs, D. (2002). Mathematical problem-solving profiles of students with mathematics disabilities with and without comorbid reading disabilities. Journal of Learning Disabilities, 35(6), 564-574.
- George, R. (2006). A cross‐domain analysis of change in students’ attitudes toward science and attitudes about the utility of science. International journal of science education, 28(6), 571-589.
- Herro, D., Quigley, C., & Cian, H. (2019). The challenges of STEAM instruction: Lessons from the field. Action in Teacher Education, 41(2), 172-190. https://doi.org/10.1080/01626620.2018.1551159
- Hillel, J., & Perrett, G. (2006). Undergraduate students’ conceptions of mathematics: An international study. International Journal of Science and Mathematics Education, 5, 439-459.
- Hilpert, J., Stump, G., Husman, J., & Kim, W. (2008). An exploratory factor analysis of the Pittsburgh freshman engineering attitudes survey. The 386th ASEE/IEEE Frontiers in Education Conference, New York.
- Huang, B., Jong, M. S. Y., Tu, Y. F., Hwang, G. J., Chai, C. S., & Jiang, M. Y. C. (2022). Trends and exemplary practices of STEM teacher professional development programs in K-12 contexts: A systematic review of empirical studies. Computers and Education, 189(2022), 1-24. https://doi.org/10.1016/j.compedu.2022.104577
- Idris, R., Govindasamy, P., Nachiappan, S., & Bacotang, J. (2023). Examining moderator factors influencing students’ interest in STEM careers: The role of demographic, family and gender. International Journal of Academic Research in Progressive Education and Development, 12(2), 2298-2312. http://dx.doi.org/10.6007/IJARPED/v12-i2/17609
- Johnson, R. B., & Christensen, L. (2014). Educational research: Quantitative, qualitative and mixed approaches. Sage.
- Karadeniz, E., & Değirmençay, Ş. A. (2020). The effect of the science-fiction books on arousing curiosity about science in secondary school students. Journal of Turkish Science Education, 17(2), 225-241.
- Kerem, İ. (2019). Investigation of the relationship between the disciplined mind attributes and STEM attitudes of elementary school 4th grade students (Afyonkarahisar sampling) (Publication No. 554383) [Masters’s thesis, Afyon Kocatepe University-Afyon] Council of Higher Education National Thesis Centre.
- Knezek, G., Christensen, R., Tyler-Wood, T., & Periathiruvadi, S. (2013). Impact of environmental power monitoring activities on middle school student perceptions of STEM. Science Education International, 24(1), 98-123.
- Kucuk, S., & Sisman, B. (2020). Students’ attitudes towards robotics and STEM: Differences based on gender and robotics experience. International Journal of Child-Computer Interaction, 23, 100167.
- Lane, C., Kaya-Capocci, S., Kelly, R., O’Connell, T., & Goos, M. (2022). Fascinating or dull? Female students’ attitudes towards STEM subjects and careers. Frontiers in Psychology, 13, 959972.
- Langdon, D., McKittrick, G., Beede, D., Khan, B., & Dom, M. (2011). STEM: Good jobs now and for the future. ESA Issue Brief 03-11. U.S. Department of Commerce, Economics and Statistics Administration.
- Lin, K. Y., Hsiao, H. S., Williams, P. J., & Chen, Y. H. (2020). Effects of 6E-oriented STEM practical activities in cultivating middle school students’ attitudes toward technology and technological inquiry ability. Research in Science & Technological Education, 38(1), 1-18. https://doi.org/10.1080/02635143.2018.1561432.
- Mol, S. E., & Bus, A. G. (2011). To read or not to read: A meta-analysis of print exposure from infancy to early adulthood. Psychological Bulletin, 137(2), 267-296.
- Moore, T., & Richards, L. G. (2012). P-12 Engineering Education Research and Practice. Advances in Engineering Education, 3(2), 1-9.
- National Research Council [NRC]. (2011). Successful K-12 STEM education: Identifying effective approaches in science, technology, engineering, and mathematics. National Academies Press.
- Ortaş, İ. (2014). Comparison of Turkey and the world of reading book value and their ımpact on our social life. Turkish Librarianship, 28(3), 323-337.
- 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.
- Österholm, M. (2007). A reading comprehension perspective on problem solving. C. Bergsten and B. Grevholm (Eds.), Developing and researching quality in mathematics teaching and learning, Proceedings of MADIF 5, the 5th Swedish Mathematics Education Research Seminar (pp. 136-145). SMDF.
- Öztürk, M. (2017). The research of the 4th grade teachers' and students' efficacy beliefs and attitudes toward STEM education (Publication No. 485418) [Master's thesis, Ege University-İzmir]. Council of Higher Education National Thesis Centre.
- Özyurt, M., Kayiran, B. K., & Başaran, M. (2018). Analysis of primary school students’ attitudes towards STEM in terms of various variables. Turkish Studies, 13(4), 65-82. http://dx.doi.org/10.7827/TurkishStudies.12700
- Pagani, L., Larocque, D., Tremblay, R., & Lapointe, P. (2003). The impact of junior kindergarten on behaviour in elementary school children. International Journal of Behavioral Development, 27(5), 423-427.
- Rees, H., & Noyes, J. M. (2007). Mobile telephones, computers, and the internet: Sex differences in adolescents' use and attitudes. CyberPsychology & Behavior, 10(3), 482-484.
- Ricks, M. M. (2006). A study of the impact of an informal science education program on middle school students' science knowledge, science attitude, STEM high school and college course selections, and career decisions (Publication No. 3245344) [Doctoral dissertation, The University of Texas at Austin] ProQuest Dissertations and
Theses Global.
- Sarı, U., Alıcı, M., & Şen, Ö. F. (2018). The effect of STEM instruction on attitude, career perception and career
interest in a problem-based learning environment and student opinions. The Electronic Journal for Research in Science & Mathematics Education, 22(1), 1-21.
- Sellami, A. L., Al-Rakeb, N. A., & Tok, E. (2023). Secondary school students’ interest in STEM careers in Qatar. Education Sciences, 13(4), 369.
- Stone, J. R., I. I. I., Alfeld, C., & Pearson, D. (2008). Rigor and relevance: Enhancing high school students’ math skills through career and technical education. American Educational Research Journal, 45(3), 767–795.
- Şahin, E., Sarı, U., & Şen, Ö. F. (2024). STEM professional development program for gifted education teachers: STEM lesson plan design competence, self-efficacy, computational thinking and entrepreneurial skills. Thinking
Skills and Creativity, 51, 101439. https://doi.org/10.1016/j.tsc.2023.101439.
- Taylor, R. T. (Ed.). (2006). Improving reading, writing, and content learning for students in grades 4-12. Corwin Press.
- Tekin, H. (2000). Measurement and evaluation in education. Yargı Publushing.
- Tseng, K. H., Chang, C. C., Lou, S. J., & Chen, W. P. (2013). Attitudes towards science, technology, engineering and mathematics (STEM) in a project-based learning (PjBL) environment. International Journal of Technology and Design Education, 23, 87-102.
- Uğraş, M. (2024). The effects of STEM activities on STEM attitudes, scientific creativity and motivation beliefs of the students and their views on STEM education. International Online Journal of Educational Sciences, 10(5), 165-182. http://dx.doi.org/10.15345/iojes.2018.05.012
- Unfried, A., Faber, M., Stanhope, D. S., & Wiebe, E. (2015). The development and validation of a measure of student attitudes toward science, technology, engineering, and math (S-STEM). Journal of Psychoeducational
Assessment, 33(7), 622-639. https://doi.org/10.1177/0734282915571160
- VanderWeele, T. J., & Mathur, M. B. (2019). Some desirable properties of the Bonferroni correction: Is the Bonferroni correction really so bad? American journal of epidemiology, 188(3), 617-618. https://doi.org/10.1093/aje/kwy250
- Wiles, B., & Levesque‐Bristol, C. (2023). Motivation and achievement in undergraduate STEM calculus: Applying self‐determination theory to examine the differential impact of learning environments across demographic groups. School Science and Mathematics, 123 154-167. https://doi.org/10.1111/ssm.12590
- Yazıcı, Y. Y., Hacıoğlu, Y., & Sarı, U. (2023). Entrepreneurship, STEM attitude, and career interest development through 6E learning byDeSIGN™ model based STEM education. International Journal of Technology and Design Education, 33(4), 1525-1545. https://doi.org/10.1007/s10798-022-09780-z
- Yetkin, N., & Aküzüm, C. (2022). Investigation of the relationship between primary school 4th grade students’ conceptions of learning and attitudes towards STEM education. Journal of the Human and Social Science Researches, 11(1), 744-769.
- Zigler, E., & Muenchow, S. (1992). Head start: The inside story of America’s most successful educational experiment. Basic Books.
- Zulela, M. S., & Rachmadtullah, R. (2019). Constructivism approach in learning to write narrative at elementary school. Advances in Social Science, Education and Humanities Research, 178, 287-290. https://doi.org/10.2991/icoie18.2019.64
- Xu, C., & Lastrapes, R. E. (2022). Impact of STEM sense of belonging on career interest: The role of STEM attitudes. Journal of Career Development, 49(6), 1215-1229. https://doi/10.1177/08948453211033025