The Influence of Self-Efficacy and Mathematical Anxiety on Student Learning Outcomes in Economic Statistics Courses

Authors

  • Alfizah Ayu Indria Sari Sekolah Tinggi Ekonomi Syariah Manna Wa Salwa
  • Ahmad Lutfi Sekolah Tinggi Ekonomi Syariah Manna Wa Salwa

DOI:

https://doi.org/10.22437/edumatica.v14i2.32089

Keywords:

learning outcomes, mathematical anxiety, self-efficacy

Abstract

This article aims to explain the effect of self-efficacy and mathematical anxiety on student learning outcomes in economic statistics courses. The research respondents were 50 students of the Economics and Sharia Banking Study Program of STES Manna Wa Salwa who had taken the Economic Statistics course. The instruments used in this study were tests and non-tests. Tests are used to measure student economic statistics learning outcomes. While non-tests in the form of self-efficacy questionnaires and mathematical anxiety questionnaires have as many as 20 statement items. Data collection in the form of tests and questionnaires was carried out after the last meeting of the economic statistics lecture. Data analysis using multiple linear regression tests. The results found a significant influence between self-efficacy on student learning outcomes, there is no significant influence between math anxiety on student learning outcomes, and there is a significant influence between self-efficacy and math anxiety together on student learning achievement by 22.7%. Based on the results of the study, we conclude that self-efficacy has a relationship with mathematical anxiety, besides that it is found that students with high mathematical anxiety have high learning outcomes in economic statistics.

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References

Ablian, J. D., & Parangat, K. B. (2022). Mathematics Anxiety and Mathematics Self-Efficacy among Senior High School Students in Public Secondary Schools. International Journal of Computer Engineering in Research Trends, 9(2). https://doi.org/10.22362/ijcert/2022/v9/i02/v9i0201

Adriani, A., & Nurjihan, L. (2020). Earning Per Share, Sinyal Positif Bagi Investor Saham Syariah? Proceeding of National Conference on Accounting & Finance, 2.

Ahn, H. S., & Bong, M. (2019). Self-efficacy in learning: Past, present, and Future. In The Cambridge Handbook of Motivation and Learning.

Amelia, T., & Ulfah, S. (2022). Pengaruh Kecemasan Matematika Siswa Terhadap Kemampuan Penalaran Matematis Pada Pembelajaran Daring. JIPM (Jurnal Ilmiah Pendidikan Matematika), 11(1). https://doi.org/10.25273/jipm.v11i1.13215

Anisa, A., Magfirah, N., & Thahir, R. (2020). Peranan Self Efficacy dan Self Regulated Learning Terhadap Prestasi Akademik Mahasiswa. BIODIK, 7(2). https://doi.org/10.22437/bio.v7i2.12824

Anita, I. W. (2014). Pengaruh Kecemasan Matematika (Mathematics Anxiety) Terhadap Kemampuan Koneksi Matematis Siswa SMP. Infinity Journal, 3(1). https://doi.org/10.22460/infinity.v3i1.43

Astuti, L. S., & Munasiah, M. (2022). Pengaruh Kecemasan Matematika saat Pembelajaran Daring Terhadap Hasil Belajar Mata Kuliah Kalkulus. Laplace : Jurnal Pendidikan Matematika, 5(2). https://doi.org/10.31537/laplace.v5i2.791

Callaman, R. A., & Itaas, E. C. (2020). Students’ Mathematics Achievement in Mindanao Context: A meta-Analysis. JRAMathEdu (Journal of Research and Advances in Mathematics Education), 5(2). https://doi.org/10.23917/jramathedu.v5i2.10282

Chotima, M. C., Hartono, Y., & Kesumawati, N. (2019). Pengaruh Reciprocal Teaching terhadap Kemampuan Pemecahan Masalah Matematis ditinjau dari Self-Efficacy Siswa. Pythagoras: Jurnal Pendidikan Matematika, 14(1). https://doi.org/10.21831/pg.v14i1.22375

Dela Cruz, A., Dela Cruz, M. L., la Cruz, D., & la Cruz, D. M. (2022). The Influence of Mathematical Test Anxiety and Self-Efficacy on Students’ Performance. Universal Journal of Educational Research ISSN: Processing, 1(1).

Dzulfikar, A. (2022). Peran Self-Efficacy dan Kecemasan Statistika dalam Kemampuan Pemecahan Masalah Mahasiswa. Jurnal THEOREMS (The Original Research of Mathematics), 7(1). https://doi.org/10.31949/th.v7i1.4076

Fathani, A. H. (2019). Pembelajaran Matematika bagi Santri Pondok Pesantren Berbasis Kecerdasan Majemuk. ANARGYA: Jurnal Ilmiah Pendidikan Matematika, 2(1). https://doi.org/10.24176/anargya.v2i1.3043

Gresham, G., & Burleigh, C. (2019). Exploring Early Childhood Preservice Teachers’ Mathematics Anxiety and Mathematics Efficacy Beliefs. Teaching Education, 30(2). https://doi.org/10.1080/10476210.2018.1466875

Hadiprayogo, B. (2023). Pengaruh Penerapan Kebijakan Pembelajaran Daring Terhadap Hasil Belajar Mahasiswa Di PG PAUD Universitas PGRI Argopuro Jember. Jurnal Dimensi Pendidikan Dan Pembelajaran, 11(1). https://doi.org/10.24269/dpp.v11i1.6196

Hamizah Amiruddin, N. S., Ahmad, N., & Mamat, S. S. (2022). Exploring Students’ Self-Efficacy and Anxiety Towards Mathematics Problem Solving During Open and Distance Learning (ODL). Mathematical Sciences and Informatics Journal, 3(1). https://doi.org/10.24191/mij.v3i1.18265

Indirwan, I., Suarni, W., & Priyatmo, D. (2021). Pentingnya Self-Efficacy terhadap Prestasi Belajar Matematika. Jurnal Sublimapsi, 2(1). https://doi.org/10.36709/sublimapsi.v2i1.13055

Lu, Y., Li, Q., Patrick, H., & Mantzicopoulos, P. (2021). “Math Gives Me a Tummy Ache!” Mathematics Anxiety in Kindergarten. Journal of Experimental Education, 89(2). https://doi.org/10.1080/00220973.2019.1680518

Luttenberger, S., Wimmer, S., & Paechter, M. (2018). Spotlight on Math Anxiety. In Psychology Research and Behavior Management (Vol. 11). https://doi.org/10.2147/PRBM.S141421

Mukti, N., Sridana, N., Triutami, T. W., & Sarjana, K. (2022). Pengaruh Kecemasan Matematika dan Motivasi Belajar Terhadap Prestasi Belajar Matematika Siswa. Jurnal Ilmiah Profesi Pendidikan, 7(4). https://doi.org/10.29303/jipp.v7i4.973

Nurhidayat, A., & Djidu, H. (2022). Kecemasan Matematis: Karakteristik, Dampak, dan Solusi Mengatasinya. Jurnal Edumatic : Jurnal Pendidikan Matematika, 3(01). https://doi.org/10.21137/edumatic.v3i01.480

Omika, H. A. (2022). The Effect of Math Anxiety on Boarding School Students’ Mathematics Learning Outcomes during Online Learning. Jurnal Pendidikan Dan Pengajaran, 55(3). https://doi.org/10.23887/jpp.v55i3.46266

Panitz, T. (2023). Cooperative Learning Structures Help College Students Reduce Math Anxiety and Succeed in Developmental Courses. In Cooperative Learning in Higher Education: Across the Disciplines, Across the Academy. https://doi.org/10.4324/9781003443681-4

Parmer, L. L. (2022). Student Self-Efficacy, Student Self-Esteem, and the Transformational Leadership Teaching Style. Journal of Higher Education Theory and Practice, 22(11). https://doi.org/10.33423/jhetp.v22i11.5406

Prifti, R. (2022). Self–Efficacy and Student Satisfaction in the Context of Blended Learning Courses. Open Learning, 37(2). https://doi.org/10.1080/02680513.2020.1755642

Putri, H. E., Wahyudy, M. A., Yuliyanto, A., & Nuraeni, F. (2020). Development of Instruments to Measure Mathematical Anxiety of Elementary School Students. International Journal of Learning, Teaching and Educational Research, 19(6). https://doi.org/10.26803/IJLTER.19.6.17

Ramadhani, R., & Siregar, R. F. (2021). Analisis Self Efficacy Matematika Siswa Terhadap Pembelajaran Daring pada Masa Pandemi Covid-19. … Ilmiah Pendidikan Matematika, 1(1).

Rismayana, Dinar, Muh., & Minggi, I. (2021). Description of Students' Mathematical Anxiety Based on the Students’ Mathematics Ability. ARRUS Journal of Mathematics and Applied Science, 1(1). https://doi.org/10.35877/mathscience555

Santoso, E. (2021). Kecemasan Matematis: What and How? Indonesian Journal Of Education and Humanity, 1(1).

Sowanto, S., Mutmainnah, M., Saputra, H. A., & Andang, A. (2019). Kemampuan Self-Efficacy Mahasiswa Melalui Bahan Ajar Metode Statistika Menggunakan Hybrid Learning pada Tantangan Revolusi Industri 4.0. Supermat:Jurnal Pendidikan Matematika, 3(2). https://doi.org/10.33627/sm.v3i2.245

Suren, N., & Ali Kandemir, M. (2020). The Effects of Mathematics Anxiety and Motivation on Students’ Mathematics Achievement. International Journal of Education in Mathematics, Science and Technology, 8(3). https://doi.org/10.46328/IJEMST.V8I3.926

Tanzila, S., & Nasution, H. A. (2022). Pengaruh Kecemasan Matematis dan Belief Matematika Terhadap Hasil Belajar Matematika Siswa. Jurnal MathEducation Nusantara, 5(2). https://doi.org/10.54314/jmn.v5i2.233

Ulfah, S., Khoirunnisa, K., & Bekoe, C. (2021). Online Tutoring in Pandemic: An Investigation on Students’ Mathematics Anxiety and Learning Motivation. Phytagoras: Jurnal Pendidikan Matematika, 16(1). https://doi.org/10.21831/pg.v16i1.42044

Wulandari, T., Ikhtiono, G., & Asmahasanah, S. (2021). Pengaruh Model Self Directed Learning Terhadap Hasil Belajar Siswa PAI pada Masa Pandemi. Tarbawy: Indonesian Journal of Islamic Education, 8(1). https://doi.org/10.17509/t.v8i1.33875

Yulianti, R., Sirampun, E., Mursyid, A. M. M., & Lestari, N. S. (2022). Identifikasi Gaya Belajar Statistika Mahasiswa Pendidikan Matematika di Papua (Survei: Kota Jayapura). Jurnal Pendidikan, 10(1). https://doi.org/10.36232/pendidikan.v10i1.918

Zovkovic, M., Pellizzoni, S., Doz, E., Cuder, A., Mammarella, I., & Passolunghi, M. C. (2023). Math Self-Efficacy or Anxiety? The Role of Emotional and Motivational Contribution in Math Performance. Social Psychology of Education, 26(3). https://doi.org/10.1007/s11218-023-09760-8

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Published

2024-08-31

How to Cite

Sari, A. A. I., & Lutfi, A. (2024). The Influence of Self-Efficacy and Mathematical Anxiety on Student Learning Outcomes in Economic Statistics Courses. Edumatica : Jurnal Pendidikan Matematika, 14(2), 134-144. https://doi.org/10.22437/edumatica.v14i2.32089