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2024 | OriginalPaper | Chapter

Student Performance in Mathematics and its Impact on Learning STEM Subjects

Authors : Ahmad Zamri Khairani, Nor Asniza Ishak, Izazol Idris, Hasni Shamsuddin

Published in: Islamic Finance

Publisher: Springer Nature Switzerland

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Abstract

Though mathematics represents the last letter in STEM, many believe that it is ranked first with regard to importance. Mathematics contributes to the understanding of the ideas and concepts of all other subjects, especially in integrating STEM education programs. The objective of this research is to give information on student mathematics performance and make suggestions about how the results may affect learning about STEM subjects. A total of 510 Form 1 students, on average, 13 years old, consisted of 235 males and 275 females, participated in this cross-sectional study. A year-end mathematics examination consisted of 44 items in a partial credit format is used as an instrument. Using the Rasch measurement model framework, responses from the exam were utilized to calibrate the items according to their level of difficulty. The results show that students have difficulty in answering items related to the topic of (1) linear inequalities, followed by (2) ratios, rates, and proportions, as well as (3) algebraic expressions. However, they demonstrate mastery in answering items related to the topics of (1) linear equations, (2) factors and multiples, and (3) perimeters and areas. We believe that knowledge in these areas would enable teachers to prepare more successful activities related to the inclusion of STEM subjects in classroom instruction and learning. Creating a robot or building models is meaningless if students are unable to obtain a deep understanding of the concepts associated with mathematics.

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Literature
go back to reference Azman MNA, Aisyah S, Balakrishnan B, Yaacob MIH, Bahrom S, Hanim H, Harfiez F, Samar N (2018) Retooling science teaching on stability topic for STEM education: Malaysian case study journal of engineering. Sci Technol 13(10):3116–3128 Azman MNA, Aisyah S, Balakrishnan B, Yaacob MIH, Bahrom S, Hanim H, Harfiez F, Samar N (2018) Retooling science teaching on stability topic for STEM education: Malaysian case study journal of engineering. Sci Technol 13(10):3116–3128
go back to reference Becker K, Park K (2011) Effect of integrative approaches among science, technology, engineering and mathematics (STEM) subjects on students’ learning: a preliminary meta-analysis. J STEM Edu: Innov Res 12:23–37 Becker K, Park K (2011) Effect of integrative approaches among science, technology, engineering and mathematics (STEM) subjects on students’ learning: a preliminary meta-analysis. J STEM Edu: Innov Res 12:23–37
go back to reference Bond TG, Fox CM (2015) Applying the Rasch model: fundamental measurement in the human sciences, 3rd edn. Routledge, New YorkCrossRef Bond TG, Fox CM (2015) Applying the Rasch model: fundamental measurement in the human sciences, 3rd edn. Routledge, New YorkCrossRef
go back to reference Bybee RW (2010) Advancing STEM education: a 2020 vision. Technol Eng Teach 70:30–35 Bybee RW (2010) Advancing STEM education: a 2020 vision. Technol Eng Teach 70:30–35
go back to reference Capraro M, Joffrion H (2006) Algebraic equations: can middle school students meaningfully translate from words to mathematical symbols? Read Psychol 27(2–3):147–164CrossRef Capraro M, Joffrion H (2006) Algebraic equations: can middle school students meaningfully translate from words to mathematical symbols? Read Psychol 27(2–3):147–164CrossRef
go back to reference Cheryan S, Master A, Meltzoff AN (2015) Cultural stereotypes as gatekeepers: increasing girls’ interest in computer science and engineering by diversifying stereotypes. Front Psychol 6:49CrossRef Cheryan S, Master A, Meltzoff AN (2015) Cultural stereotypes as gatekeepers: increasing girls’ interest in computer science and engineering by diversifying stereotypes. Front Psychol 6:49CrossRef
go back to reference Dasgupta N, Stout JG (2014) Girls and women in science, technology, engineering and mathematics: Steming the tide and broadening participation in STEM careers policy insights from the. Behav Brain Sci 21–29:21 Dasgupta N, Stout JG (2014) Girls and women in science, technology, engineering and mathematics: Steming the tide and broadening participation in STEM careers policy insights from the. Behav Brain Sci 21–29:21
go back to reference Eakman AM (2012) Measurement characteristics of the engagement in meaningful activities survey in an age-diverse sample. Am J Occup Ther 66(2):e20–e29CrossRef Eakman AM (2012) Measurement characteristics of the engagement in meaningful activities survey in an age-diverse sample. Am J Occup Ther 66(2):e20–e29CrossRef
go back to reference Facione PA (2011) Critical thinking: what it is and why it counts. California Academic Press, Millbrae Facione PA (2011) Critical thinking: what it is and why it counts. California Academic Press, Millbrae
go back to reference Furner J, Kumar D (2007) The mathematics and science integration argument: a stand for teacher education Eurasia journal of mathematics. Sci Technol 3(3):185–189 Furner J, Kumar D (2007) The mathematics and science integration argument: a stand for teacher education Eurasia journal of mathematics. Sci Technol 3(3):185–189
go back to reference Givvin KB, Stigler JW, Thompson B (2011) What community college developmental mathematics students understand about mathematics, part 2: The interviews. MathAMATYC Educator 2(3):4–18 Givvin KB, Stigler JW, Thompson B (2011) What community college developmental mathematics students understand about mathematics, part 2: The interviews. MathAMATYC Educator 2(3):4–18
go back to reference Hughes RM, Nzekwe B, Molyneaux KJ (2013) The single sex debate for girls in science: a comparison between two informal science programs on middle school students’ STEM identity formation. Res Sci Educ 43(5):1997–2007CrossRef Hughes RM, Nzekwe B, Molyneaux KJ (2013) The single sex debate for girls in science: a comparison between two informal science programs on middle school students’ STEM identity formation. Res Sci Educ 43(5):1997–2007CrossRef
go back to reference Jayarajah R, Saat RM, Rauf RA (2014) A review of science, technology, engineering and mathematics (STEM) education research from 1999-2013: a Malaysian perspective Eurasia journal of mathematics. Sci Technol Edu 10(3):155–163 Jayarajah R, Saat RM, Rauf RA (2014) A review of science, technology, engineering and mathematics (STEM) education research from 1999-2013: a Malaysian perspective Eurasia journal of mathematics. Sci Technol Edu 10(3):155–163
go back to reference Karatas I, Baki A (2013) The effect of learning environments based on problem solving on students’ achievements of problem solving international electronic journal of elementary. Education 5(3):249–267 Karatas I, Baki A (2013) The effect of learning environments based on problem solving on students’ achievements of problem solving international electronic journal of elementary. Education 5(3):249–267
go back to reference Khairani AZ (2017) Assessing urban and rural teachers’ competencies in STEM integrated education in Malaysia MATEC Web of Conferences, 87, 04004 Khairani AZ (2017) Assessing urban and rural teachers’ competencies in STEM integrated education in Malaysia MATEC Web of Conferences, 87, 04004
go back to reference Knuth E, Peressini D (2001) Unpacking the nature of discourse in mathematics classrooms. Mathematics Teaching in the Middle School 6(5):320–325CrossRef Knuth E, Peressini D (2001) Unpacking the nature of discourse in mathematics classrooms. Mathematics Teaching in the Middle School 6(5):320–325CrossRef
go back to reference Linacre JM (2002) What do infit and outfit, mean-square and standardized mean. Rasch Measurement Transactions 16(2):878 Linacre JM (2002) What do infit and outfit, mean-square and standardized mean. Rasch Measurement Transactions 16(2):878
go back to reference Masters G (1982) A Rasch model for partial credit scoring. Psychometrika 47:149–174CrossRef Masters G (1982) A Rasch model for partial credit scoring. Psychometrika 47:149–174CrossRef
go back to reference Ministry of Education Malaysia (2016) Secondary school standard curriculum: mathematics form 1. Ministry of Education, Putrajaya Ministry of Education Malaysia (2016) Secondary school standard curriculum: mathematics form 1. Ministry of Education, Putrajaya
go back to reference Mohtar LE, Halim L, Rahman NA, Maat SM, Iksan ZH, Osman K (2019) A model of interest in stem careers among secondary school students. J Balt Sci Educ 18(3):404–416CrossRef Mohtar LE, Halim L, Rahman NA, Maat SM, Iksan ZH, Osman K (2019) A model of interest in stem careers among secondary school students. J Balt Sci Educ 18(3):404–416CrossRef
go back to reference Nadelson LS, Seifert AL (2017) Integrated STEM defined: contexts, challenges and the future. J Educ Res 110(3):221–223CrossRef Nadelson LS, Seifert AL (2017) Integrated STEM defined: contexts, challenges and the future. J Educ Res 110(3):221–223CrossRef
go back to reference Ng CH, Adnan M (2018) Integrating STEM education through project-based inquiry learning (PIL) in topic space among year one pupils IOP conference series. Mater Sci Eng 296:012020 Ng CH, Adnan M (2018) Integrating STEM education through project-based inquiry learning (PIL) in topic space among year one pupils IOP conference series. Mater Sci Eng 296:012020
go back to reference Pape SJ, Bell CV, Yetkin IE (2003) Developing mathematical thinking and self-regulated learning: A teaching experiment in a seventh-grade mathematics classroom. Edu Stud Math 53:179–202CrossRef Pape SJ, Bell CV, Yetkin IE (2003) Developing mathematical thinking and self-regulated learning: A teaching experiment in a seventh-grade mathematics classroom. Edu Stud Math 53:179–202CrossRef
go back to reference Schmidt WH, Houang RT (2007) Lack of focus in the mathematics curriculum: a symptom or a cause? In: Loveless T (ed) Lessons learned: what international assessments tell us about math achievement. Brookings Institution Press, Washington, pp 65–84 Schmidt WH, Houang RT (2007) Lack of focus in the mathematics curriculum: a symptom or a cause? In: Loveless T (ed) Lessons learned: what international assessments tell us about math achievement. Brookings Institution Press, Washington, pp 65–84
go back to reference Semerci C (2005) The influence of the critical thinking skills on the students’ achievement Pakistan journal of. Soc Sci 3(4):598–602 Semerci C (2005) The influence of the critical thinking skills on the students’ achievement Pakistan journal of. Soc Sci 3(4):598–602
go back to reference Shaughnessy M (2013) Mathematics in a STEM context Mathematics Teaching in the Middle School, 18(6): 324 Shaughnessy M (2013) Mathematics in a STEM context Mathematics Teaching in the Middle School, 18(6): 324
go back to reference Siegler RS, Lortie-Forgues H (2017) Hard lessons: why rational number arithmetic is so difficult for so many people. Curr Dir Psychol Sci 26(4):346–351CrossRef Siegler RS, Lortie-Forgues H (2017) Hard lessons: why rational number arithmetic is so difficult for so many people. Curr Dir Psychol Sci 26(4):346–351CrossRef
go back to reference Siegler RS, Pyke AA (2013) Developmental and individual differences in understanding fractions. Dev Psychol 49:1994–2004CrossRef Siegler RS, Pyke AA (2013) Developmental and individual differences in understanding fractions. Dev Psychol 49:1994–2004CrossRef
go back to reference Stigler JW, Givvin KB, Thompson B (2010) What community college developmental mathematics students understand about mathematics. MathAMATYC Educator 1(3):4–16 Stigler JW, Givvin KB, Thompson B (2010) What community college developmental mathematics students understand about mathematics. MathAMATYC Educator 1(3):4–16
go back to reference Tspuros N, Kohler R, Hallinen J (2009) STEM education: a project to identify the missing components. In: STEM Education and Leonard Gelfand Centre for Service Learning and Outreach. Carnegie Mellon University, Pennsylvania Tspuros N, Kohler R, Hallinen J (2009) STEM education: a project to identify the missing components. In: STEM Education and Leonard Gelfand Centre for Service Learning and Outreach. Carnegie Mellon University, Pennsylvania
go back to reference Wang WC, Yao G, Tsai YJ, Wang JD, Hsieh CL (2006) Validating, improving reliability and estimating correlation of the four subscales in the WHOQOL-BREF using multidimensional Rasch analysis. Qual Life Res 15(4):607–620CrossRef Wang WC, Yao G, Tsai YJ, Wang JD, Hsieh CL (2006) Validating, improving reliability and estimating correlation of the four subscales in the WHOQOL-BREF using multidimensional Rasch analysis. Qual Life Res 15(4):607–620CrossRef
go back to reference Wright BD, Masters GN (1982) Rating scale analysis: Rasch measurement. MESA Press, Chicago Wright BD, Masters GN (1982) Rating scale analysis: Rasch measurement. MESA Press, Chicago
go back to reference Yaki AA, Saat MR, Sathasivam VR, Zulnaidi H (2019) Enhancing science achievement utilising an integrated STEM approach. Malays J Learn Instr 16(1):181–205 Yaki AA, Saat MR, Sathasivam VR, Zulnaidi H (2019) Enhancing science achievement utilising an integrated STEM approach. Malays J Learn Instr 16(1):181–205
Metadata
Title
Student Performance in Mathematics and its Impact on Learning STEM Subjects
Authors
Ahmad Zamri Khairani
Nor Asniza Ishak
Izazol Idris
Hasni Shamsuddin
Copyright Year
2024
DOI
https://doi.org/10.1007/978-3-031-48770-5_32