Skip to main content

Advertisement

Log in

What Research Says About the Relationships Between Malaysian Teachers’ Knowledge, Perceived Difficulties and Self-efficacy, and Practicing STEM Teaching in Schools

  • Regular Article
  • Published:
The Asia-Pacific Education Researcher Aims and scope Submit manuscript

Abstract

In an effort to promote integrated STEM education, the Malaysian government has integrated STEM teaching framework within the science and mathematics curriculum specifications to guide the science and mathematics teachers to design and implement interdisciplinary teaching while teaching science and/or mathematics concepts. Some of the factors that make STEM teaching effective include knowledge about integrating the different subjects in teaching and teachers’ pedagogical strategies, perceived difficulties (PD), and self-efficacy. This study was designed to measure and model the relationships between these three factors and integrated STEM teaching practices in a sample of Malaysian teachers. Data obtained from 573 science and mathematics teachers were analyzed using a partial least square structural equation modeling approach. Findings revealed that the model derived from a combination of the three factors exhibits substantial predictive power and thus has substantial relevance for STEM teaching. Knowledge and perceived efficacy have significant positive effects on and PD have significant negative direct relationships with STEM teaching. Knowledge has a significant negative and positive mediation effect between difficulties and integrated STEM practices, and self-efficacy and integrated STEM practices, respectively. This study has immediate implications for developing teacher professional development curriculum and STEM education policymakers in Malaysia, and it is a model to be tested in other countries or regions intending STEM education reforms.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Fig. 1
Fig. 2
Fig. 3

Similar content being viewed by others

Data Availability

The raw data can be obtained from the corresponding author upon request.

References

  • Azman, M. N. A., Mohamad Sharif, A., Parmin, Balakrishnan, B., Yaacob, M. I. H., Baharom, S., Mohd Zain, H. H., Abdul Muthalib, F. H., & Samar, N. (2018). Retooling science teaching on stability topic for STEM education: Malaysian case study. Journal of Engineering Science and Technology, 13(10), 3116–3128.

  • Bandura, A. (1977). Self-efficacy: Toward a unifying theory of behavioral change. Psychological Review, 84(2), 191–215. https://doi.org/10.1037/0033-295X.84.2.191

    Article  Google Scholar 

  • Brand, B. R. (2020). Integrating science and engineering practices: Outcomes from a collaborative professional development. International Journal of STEM Education, 7, Article 13. https://doi.org/10.1186/s40594-020-00210-x

  • Christian, K. B., Kelly, A. M., & Bugallo, M. F. (2021). NGSS-based teacher professional development to implement engineering practices in STEM instruction. International Journal of STEM Education, 8(1), Article 21, 1–18. https://doi.org/10.1186/s40594-021-00284-1

  • Chong, C. J. (2019). Preliminary review on preparations in Malaysia to improve stem education. Journal of Sustainability Science and Management, 14(5), 135–147.

    Google Scholar 

  • Cohen, J. (1988). Statistical power analysis for the behavioural sciences (2nd ed.). Routledge.

    Google Scholar 

  • Daman Huri, N. H., & Karpudewan, M. (2019). Evaluating the effectiveness of integrated STEM-lab activities in improving secondary school students’ understanding of electrolysis. Chemistry Education Research and Practice, 20(3), 495–508. https://doi.org/10.1039/c9rp00021f

    Article  Google Scholar 

  • Dimitrov, D. M. (2012). Statistical methods for validation of assessment scale data in counseling and related fields. American Counseling Association.

    Google Scholar 

  • Dong, Y., Wang, J., Yang, Y., & Kurup, P. M. (2020). Understanding intrinsic challenges to STEM instructional practices for Chinese teachers based on their beliefs and knowledge base. International Journal of STEM Education, 7, Article 47. https://doi.org/10.1186/s40594-020-00245-0

  • Dong, Y., Xu, C., Song, X., Fu, Q., Chai, C. S., & Huang, Y. (2019). Exploring the effects of contextual factors on in-service teachers’ engagement in STEM teaching. Asia-Pacific Education Researcher, 28, 25–34. https://doi.org/10.1007/s40299-018-0407-0

    Article  Google Scholar 

  • El-Deghaidy, H., Mansour, N., Alzaghibi, M., & Alhammad, K. (2017). Context of STEM integration in schools: Views from in-service science teachers. Eurasia Journal of Mathematics, Science and Technology Education, 13(6), 2459–2484. https://doi.org/10.12973/eurasia.2017.01235a

  • English, L. D., & King, D. (2019). STEM integration in sixth grade: Designing and constructing paper bridges. International Journal of Science and Mathematics Education, 17, 863–884. https://doi.org/10.1007/s10763-018-9912-0

    Article  Google Scholar 

  • Furr, R. M. (2011). Scale construction and psychometrics for social and personality psychology. SAGE. https://doi.org/10.4135/9781446287866

    Book  Google Scholar 

  • Hair, J. F., Jr., Howard, M. C., & Nitzl, C. (2020). Assessing measurement model quality in PLS-SEM using confirmatory composite analysis. Journal of Business Research, 109, 101–110. https://doi.org/10.1016/j.jbusres.2019.11.069

    Article  Google Scholar 

  • Hair, J. F., Jr., Hult, G. T. M., Ringle, C. M., & Sarstedt, M. (2016). A primer on partial least squares structural equation modeling (PLS-SEM) (2nd ed.). SAGE.

    Google Scholar 

  • Henseler, J., Ringle, C. M., & Sarstedt, M. (2015). A new criterion for assessing discriminant validity in variance-based structural equation modeling. Journal of the Academy of Marketing Science, 43(1), 115–135. https://doi.org/10.1007/s11747-014-0403-8

    Article  Google Scholar 

  • Honey, M., Pearson, G., & Schweingruber, H. (Eds.). (2014). STEM integration in K-12 education: Status, prospects, and an agenda for research. The National Academies Press. https://doi.org/10.17226/18612

  • Hsu, Y. S., & Fang, S. C. (Eds.). (2019). Opportunities and challenges of STEM education. In Asia-Pacific STEM teaching practices: From theoretical frameworks to practices (pp. 1–16). Springer. https://doi.org/10.1007/978-981-15-0768-7_1

  • Ismail, M. H., Mat Salleh, M. F., & Md Nasir, N. A. (2019). The isues and challenges in empowering STEM on science teachers in Malaysian secondary schools. International Journal of Academic Research in Business and Social Sciences, 9(13), 430–444. https://doi.org/10.6007/ijarbss/v9-i13/6869

    Article  Google Scholar 

  • Julaihi, N. H, Liew, C. Y., Voon, L. L., & Ahmad Bakri, S. R. (2019). Confidence level and self-efficacy beliefs of mathematics teachers: Evidence from Sarawak. International Journal of Service Management and Sustainability, 4(2), 1–23. https://doi.org/10.24191/ijsms.v4i2.8145

  • Kang, N. H. (2019). A review of the effect of integrated STEM or STEAM (science, technology, engineering, arts, and mathematics) education in South Korea. Asia-Pacific Science Education, 5, Article 6. https://doi.org/10.1186/s41029-019-0034-y

  • Kelley, T. R., Knowles, J. G., Holland, J. D., & Han, J. (2020). Increasing high school teachers self-efficacy for integrated STEM instruction through a collaborative community of practice. International Journal of STEM Education, 7, Article 14. https://doi.org/10.1186/s40594-020-00211-w

  • Khozali, N. B., & Karpudewan, M. (2020). An interdisciplinary Facebook incorporated STEM education strategy in teaching and learning of dynamic ecosystems. EURASIA Journal of Mathematics, Science and Technology Education, 16(11), Article em1902, 1–12. https://doi.org/10.29333/ejmste/8704

  • Kline, R. B. (2011). Principles and practice of structural equation modeling (3rd ed.). Guilford Press.

    Google Scholar 

  • Kurup, P. M., Li, X., Powell, G., & Brown, M. (2019). Building future primary teachers' capacity in STEM: Based on a platform of beliefs, understandings and intentions. International Journal of STEM Education, 6, Article 10. https://doi.org/10.1186/s40594-019-0164-5

  • Le, L. T. B., Tran, T. T., & Tran, N. H. (2021). Challenges to STEM education in Vietnamese high school contexts. Heliyon, 7(12), e08649, 1–7. https://doi.org/10.1016/j.heliyon.2021.e08649

  • Lee, Y.-J. (2019). An educator’s guide to STEAM: Engaging students using real-world problems [Book review]. C. F. Guigley, & D. Herro, Teachers College Press. Pedagogies: An International Journal, 14(4), 332–334. https://doi.org/10.1080/1554480x.2019.1665868

  • Leung, A. (2018). Exploring STEM pedagogy in the mathematics classroom: A tool-based experiment lesson on estimation. International Journal of Science and Mathematics Education, 17(7), 1339–1358. https://doi.org/10.1007/s10763-018-9924-9

    Article  Google Scholar 

  • Lin, K. Y., Wu, Y. T., Hsu, Y. T., & Williams, P. J. (2021). Effects of infusing the engineering design process into STEM project-based learning to develop preservice technology teachers’ engineering design thinking. International Journal of STEM Education, 8, Article 1, 1–15. https://doi.org/10.1186/s40594-020-00258-9

  • Margot, K. C., & Kettler, T. (2019). Teachers’ perception of STEM integration and education: A systematic literature review. International Journal of STEM Education, 6, Article 2. https://doi.org/10.1186/s40594-018-0151-2

  • Md. Yunus, A. S. (2020). Challenges of STEM education. In Proceedings of the 1st international conference on recent innovations (ICRI), Jakarta, Indonesia (pp. 45–52). https://doi.org/10.5220/0009914200450052

  • Ministry of Education Malaysia (MOE). (2019). Primary school standard curriculum: Year 5 science curriculum and assessment standard document. Curriculum Development Centre.

    Google Scholar 

  • Moore, T. J., Johnson, C. C., Peters-Burton, E. E., & Selcen Guzey, S. (2015). The need for a STEM road map. In C. C. Johnson, E. E. Peters-Burton, & T. J. Moore (Eds.), STEM road map: A framework for integrated STEM education (1st ed., pp. 3–12). Routledge. https://doi.org/10.4324/9781315753157

  • Nadelson, L. S., & Seifert, A. L. (2017). Integrated STEM defined: Contexts, challenges, and the future. The Journal of Educational Research, 110(3), 221–223. https://doi.org/10.1080/00220671.2017.1289775

    Article  Google Scholar 

  • Navy, S. L., & Kaya, F. (2020). PBL as a pedagogical approach for integrated STEM: Evidence from prospective teachers. School Science and Mathematics, 120(5), 285–296. https://doi.org/10.1111/ssm.12408

    Article  Google Scholar 

  • Ng, C. H., & Adnan, M. (2018). Integrating STEM education through project-based inquiry learning (PIL) in topic space among year one pupils. In IOP conference series: Materials science and engineering. Universitas Negeri Surabaya, Indonesia (Vol. 296, Article 012020). https://doi.org/10.1088/1757-899X/296/1/012020

  • Nunnally, J. C. (1978). An overview of psychological measurement. In B. B. Wolman (Ed.), Clinical diagnosis of mental disorders: A handbook (pp. 97–146). Springer. https://doi.org/10.1007/978-1-4684-2490-4_4

  • Park, H. J., Byun, S. Y., Sim, J., Han, H.-S., & Baek, Y. S. (2016). Teachers’ perceptions and practices of STEAM education in South Korea. Eurasia Journal of Mathematics, Science and Technology Education, 12(7), 1739–1753. https://doi.org/10.12973/eurasia.2016.1531a

  • Rahman, N. A., Rosli, R., & Rambely, A. S. (2021). Validating STEM pedagogical content knowledge scale for secondary school mathematics teachers. Turkish Journal of Computer and Mathematics Education, 12(14), 3666–3678.

    Google Scholar 

  • Ralls, D., Bianchi, L., & Choudry, S. (2020). ‘Across the divide’: Developing professional learning ecosystems in STEM education. Research in Science Education, 50(6), 2463–2481. https://doi.org/10.1007/s11165-018-9789-5

    Article  Google Scholar 

  • Ringle, C. M., Wende, S., & Becker, J. M. (2015). SmartPLS 3. SmartPLS GmbH.

    Google Scholar 

  • Siew, N. M., Amir, N., & Chong, C. L. (2015). The perceptions of pre-service and in-service teachers regarding a project-based STEM approach to teaching science. Springer Plus, 4, Article 8, 1–20. https://doi.org/10.1186/2193-1801-4-8

  • Tschannen-Moran, M., & Woolfolk Hoy, A. (2001). Teacher efficacy: Capturing an elusive construct. Teaching and Teacher Education, 17(7), 783–805. https://doi.org/10.1016/S0742-051X(01)00036-1

    Article  Google Scholar 

  • Tschannen-Moran, M., Woolfolk Hoy, A., & Hoy, W. K. (1998). Teacher efficacy: Its meaning and measure. Review of Educational Research, 68(2), 202–248. https://doi.org/10.3102/00346543068002202

    Article  Google Scholar 

  • Wang, H. H., Charoenmuang, M., Knobloch, N. A., & Tormoehlen, R. L. (2020). Defining interdisciplinary collaboration based on high school teachers’ beliefs and practices of STEM integration using a complex designed system. International Journal of STEM Education, 7, Article 3. https://doi.org/10.1186/s40594-019-0201-4

  • Woo, P. S., Mohamad Ashari, Z., Ismail, Z., & Jumaat, N. F. (2019). Relationship between teachers’ self-efficacy and instructional strategies applied among secondary school teachers in implementing STEM education. In Proceedings of 2018 IEEE international conference on teaching, assessment, and learning for engineering (TALE), Wollongong, NSW, Australia (Vol. 1, pp. 454–461). https://doi.org/10.1109/TALE.2018.8615432

  • Yang, X., Kaiser, G., König, J., & Blömeke, S. (2021). Relationship between Chinese mathematics teachers’ knowledge and their professional noticing. International Journal of Science and Mathematics Education, 19(4), 815–837. https://doi.org/10.1007/s10763-020-10089-3

    Article  Google Scholar 

  • Yeoh, M. P. K. (2018). Problem-based learning (PBL) among Malaysian teachers: An evaluation on the in-service training of facilitation skills. Journal of Learning Science and Mathemathics, 0832(13), 59–72.

    Google Scholar 

Download references

Funding

Acknowledgement to Ministry of Higher Education Malaysia for providing Fundamental Research Grant Scheme with project code FRGS/1/2019/SSI09/USM/02/1 to support the research.

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Mageswary Karpudewan.

Ethics declarations

Conflict of interest

The authors declare that they have no conflict of interest.

Ethical Approval

This study was performed in line with the principles of the Declaration of Helsinki. Approval was granted by the Ethics Committee of Universiti Sains Malaysia (USM/JEPeM/19090532).

Informed Consent

All study participants provided informed consent to participate in the study and publication of the data.

Additional information

Publisher's Note

Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.

Rights and permissions

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Karpudewan, M., Krishnan, P., Roth, WM. et al. What Research Says About the Relationships Between Malaysian Teachers’ Knowledge, Perceived Difficulties and Self-efficacy, and Practicing STEM Teaching in Schools. Asia-Pacific Edu Res 32, 353–365 (2023). https://doi.org/10.1007/s40299-022-00658-1

Download citation

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s40299-022-00658-1

Keywords

Navigation