• Samsul Maarif Universitas Muhammadiyah Prof. DR. HAMKA
  • Lazuardi Sastra AL-Ashri Universitas Muhammadiyah Prof. DR. Hamka
  • Rika Khairunnisa Universitas Muhammadiyah Prof. DR. Hamka
Keywords: Mathematical learning, mathematical resilience, systematic literature review


Mathematical resilience is the most important part of mathematics so that students have the confidence to work on the mathematical problems they face. With this, students will be able to reflect and discuss the results of their mathematics learning so that they achieve success. This research was conducted using a systematic literature review method with the aim of determining trends and author distribution that link mathematical resilience with creative thinking. Research is limited to the last ten and was carried out with the help of Publish Or Perish (PoP) which is sourced from Google Scholar. The search show that there are 500 article metadata which are then stored in CSV type which are analyzed using Microsoft Excel. Next, the data is saved again in RIS form and analyzed with the help of VOS Viewer to see current research trends. The research results show that: 1) the trend of research development related to mathematical resilience over the last 10 years regarding mathematical resilience is still rarely linked to STEM, technology and science topics; 2) the distribution of resilience research is still dominated by middle school, high school, and collage students; 3) the research methods used are still mostly case studies, surveys and systematic literature reviews; 4) the largest sample in resilience research is 631 collage student, 384 high school students, and 99 teacher in survey research.


Abolmaali, K., & Mahmudi, R. (2013). The Prediction of Academic Achievement Based on Resilience and Perception of the Classroom Environment. Open Science Journal of Education, 1(1), 7–12.

Amelia, R., Kadarisma, G., Fitriani, N., & Ahmadi, Y. (2020). The Effect of Online Mathematics Learning on Junior High School Mathematic Resilience during COVID-19 Pandemic. Journal of Physics: Conference Series, 1657(1).

Azizah, R. N., & Abad, A. P. (2022). Kajian Pustaka: Resiliensi Siswa dalam Pembelajaran Matematika. Didactical Mathematics, 4(1), 104–110.

Di Bella, L., & Crisp, R. J. (2016). Women’s Adaptation to STEM Domains Promotes Resilience and a Lesser Reliance on Heuristic Thinking. Group Processes and Intergroup Relations, 19(2), 184–201.

Dilla, S. C., Hidayat, W., & Rohaeti, E. E. (2018). Faktor Gender dan Resiliensi dalam Pencapaian Kemampuan Berpikir Kreatif Matematis Siswa SMA. Journal of Medives, 2(1), 129.

Fitri, S., Syahputra, E., & Syahputra, H. (2019). Blended Learning Rotation Model of Cognitive Conflict Strategy to Improve Mathematical Resilience in High School Students. International Journal of Scientific and Technology Research, 8(12), 80–87.

Fraccascia, L., Giannoccaro, I., & Albino, V. (2019). Response to: "Comment on Resilience of Complex Systems: State of the Art and Directions for Future Research". Complexity, 2019.

Goodall, J., & Johnston-Wilder, S. (2015). Overcoming Mathematical Helplessness and Developing Mathematical Resilience in Parents: An Illustrative Case Study. Creative Education, 06(05), 526–535.

Hafiz, M., Darhim, & Dahlan, J. A. (2017). Comparison of Mathematical Resilience among Students with Problem Based Learning and Guided Discovery Learning Model. Journal of Physics: Conference Series, 895(1), 0–6.

Hernandez-Martinez, P., & Williams, J. (2013). Against The Odds: Resilience in Mathematics Students in transition. British Educational Research Journal, 39(1), 45–59.

Hobbs, L. (2013). Teaching “Out-of-Field” as a Boundary-Crossing Event: Factors Shaping Teacher Identity. International Journal of Science and Mathematics Education, 11(2), 271–297.

Hormadia, I., & Putra, A. (2021). Literature Review: Kemampuan Berpikir Kreatif pada Pembelajaran Matematika. Didactical Mathematics, 3(April), 1–7.

Hossain, N. U. I., Dayarathna, V. L., Nagahi, M., & Jaradat, R. (2020). Systems Thinking: A Review and Bibliometric Analysis. Systems, 8(3), 1–26.

Hufiah, A., Afandi, & Wahyuni, E. S. (2021). Analisis Bibliometrik Domain Keterampilan Berpikir Tingkat Tinggi dalam Pendidikan Abad 21 Menggunakan VosViewer. Jurnal Sekolah PGSD FIP Unimed, 6(1), 1–10.

Hutauruk, A. J. B., & Priatna, N. (2017). Mathematical Resilience of Mathematics Education Students. Journal of Physics: Conference Series, 895(1).

Ibrahim, I., Sujadi, I., Maarif, S., & Widodo, S. A. (2021). Increasing Mathematical Critical Thinking Skills Using Advocacy Learning with Mathematical Problem Solving. Jurnal Didaktik Matematika, 8(1), 1–14.

Ishak, N. H. F. B., Yusoff, N. F. B. M., & Madihie, A. (2020). Resilience in Mathematics, Academic Resilience, or Mathematical Resilience?: An Overview. Universal Journal of Educational Research, 8(5A), 34–39.

Ivanov, D. (2022). Viable Supply Chain Model: Integrating Agility, Resilience and Sustainability Perspectives-Lessons from and Thinking Beyond The COVID-19 Pandemic. Annals of Operations Research, 319(1), 1411–1431.

Jajuri, T., Hashim, S., Ali, M. N., & Abdullah, S. M. S. (2019). The Implementation of Science, Technology, Engineering and Mathematics (STEM) Activities and Its Effect on Student’s Academic Resilience. Asia Pacific Journal of Educators and Education, 34, 153–166.

Johnston-Wilder, S., & Brindley, J. (2015). Developing Mathematical Resilience In School-Students Who Have Experienced Repeated Failure Developing Mathematical Resilience View project Game-based learning View project. 8th International Conference of Education, Research and Innovation, ICERI 2015, November.

Joklitschke, J., Rott, B., & Schindler, M. (2021). Notions of Creativity in Mathematics Education Research: a Systematic Literature Review. International Journal of Science and Mathematics Education.

Joklitschke, J., Rott, B., & Schindler, M. (2022). Notions of Creativity in Mathematics Education Research: a Systematic Literature Review. International Journal of Science and Mathematics Education, 20(6), 1161–1181.

Julius, R., Halim, M. S. A., Hadi, N. A., Alias, A. N., Khalid, M. H. M., Mahfodz, Z., & Ramli, F. F. (2021). Bibliometric Analysis of Research in Mathematics Education using Scopus Database. Eurasia Journal of Mathematics, Science and Technology Education, 17(12).

Konaszewski, K., Kolemba, M., & Niesiobędzka, M. (2021). Resilience, Sense of Coherence and Self-efficacy as Predictors of Stress Coping Style Among University Students. Current Psychology, 40(8), 4052–4062.

Liu, L., Oza, S., Hogan, D., Perin, J., Rudan, I., Lawn, J. E., Cousens, S., Mathers, C., & Black, R. E. (2015). Global, Regional, and National Causes of Child Mortality in 2000-13, with Projections to Inform post-2015 Priorities: An Updated Systematic Analysis. The Lancet, 385(9966), 430–440.

Maarif, S., Umam, K., Soebagyo, J., & Pradipta, T. R. (2022). Critical Review on Mathematics Virtual Classroom Practice in Private University. International Journal of Nonlinear Analysis and Applications, 13(1), 975–982.

Maarif, S., Wahyudin, W., Noto, M. S., Hidayat, W., & Mulyono, H. (2018). Geometry Exploration Activities Assisted With Dynamic Geometry Software (Dgs) in a Teacher Education Classroom. Infinity Journal, 7(2), 133.

Pratiwi, I., Yulianti, D., & Fitrianna, A. Y. (2018). Kemampuan Berpikir Kreatif Matematik Siswa MTs Ditinjau dari Kemampuan Resiliensi Matematik Siswa. JPMI (Jurnal Pembelajaran Matematika Inovatif), 1(2), 171.

Purwasih, R. (2019). Kemampuan Berpikir Kreatif Matematis Siswa SMP dalam Menyelesaikan Soal Pemecahan Masalah Ditinjau dari Adversity Quotient Tipe Climber. AKSIOMA: Jurnal Program Studi Pendidikan Matematika, 8(2), 323.

Rahayu, N. S., Liddini, U. H., & Maarif, S. (2022). Berpikir Kreatif Matematis : Sebuah Pemetaan Literatur dengan Analisis Bibliometri Menggunakan Vos Viewer. Mosharafa : Jurnal Pendidikan Matematika, 11(2), 179–190.

Rahmatiya, R., & Miatun, A. (2020). Analisis Kemampuan Pemecahan Masalah Matematis Ditinjau dari Resiliensi Matematis Siswa SMP. Teorema: Teori dan Riset Matematika, 5(2), 187–202.

Roberts, E., Farrington, J., & Skerratt, S. (2015). Evaluating New Digital Technologies Through a Framework of Resilience. Scottish Geographical Journal, 131(3–4), 253–264.

Ross, P. M., Scanes, E., Poronnik, P., Coates, H., & Locke, W. (2022). Understanding STEM Academics’ Responses and Resilience to Educational Reform of Academic Roles in Higher Education. International Journal of STEM Education, 9(1), 1–18.

Ruiz, L. M. S., Moll-López, S., Moraño-Fernández, J. A., & Llobregat-Gómez, N. (2021). B-learning and Technology: Enablers for University Education Resilience. An Experience Case under COVID-19 in Spain. Sustainability (Switzerland), 13(6), 1–22.

Johnston-Wilder, Sue, Lee, Clare, Brindley, Janine, & Garton, E. (2015). Developing Mathematical Resilience in School-Students Who Have Experienced Repeated Failure. In: 8th Annual International Conference of Education, Research and Innovation (ICERI2015), Seville, Spain.

Sautelle, E., Bowles, T., Hattie, J., & Arifin, D. N. (2015). Personality, Resilience, Self-Regulation and Cognitive Ability Relevant to Teacher Selection. Australian Journal of Teacher Education, 40(4), 54–71.

Seale, J., Nind, M., & Simmons, B. (2013). Transforming Positive Risk-Talking Practices: The Possibilities of Creativity and Resilience in Learning Disability Contexts. Scandinavian Journal of Disability Research, 15(3). 233-248.

Singh, V., & Thurman, A. (2019). How Many Ways Can We Define Online Learning? A Systematic Literature Review of Definitions of Online Learning (1988-2018). American Journal of Distance Education, 33(4), 289–306.

Spieske, A., & Birkel, H. (2021). Improving Supply Chain Resilience through Industry 4.0 : A Systematic Literature Review under The Impressions of The COVID-19 Pandemic. Computers & Industrial Engineering, 158(August).

Suciati, I., Mailili, W. H., & Hajerina. (2022). Implementasi Geogebra terhadap Kemampuan Matematis Peserta Didik dalam Pembelajaran: a Systematic Literature Review. Jurnal Teorema, 7(1), 27–42.

Suherman, S., & Vidákovich, T. (2022). Assessment of Mathematical Creative Thinking: A Systematic Review. Thinking Skills and Creativity, 44(February), 101019.

Torres-Carrion, P. V., Gonzalez-Gonzalez, C. S., Aciar, S., & Rodriguez-Morales, G. (2018). Methodology for Systematic Literature Review Applied to Engineering and Education. IEEE Global Engineering Education Conference, Educon, 2018(April-August), 1364–1373.

Ungar, M., Russell, P., & Connelly, G. (2014). School-Based Interventions to Enhance the Resilience of Students. Journal of Educational and Developmental Psychology, 4(1).

Xiao, Y., & Watson, M. (2019). Guidance on Conducting a Systematic Literature Review. Journal of Planning Education and Research, 39(1), 93–112.

Zanthy, L. S. (2018). Kontribusi Resiliensi Matematis Terhadap Kemampuan Akademik Mahasiswa Pada Mata Kuliah Statistika Matematika. Mosharafa: 7(1), 85–94.

How to Cite
MaarifS., AL-AshriL. S., & KhairunnisaR. (2023). KEMAMPUAN RESILIENSI MATEMATIS DALAM PEMBELAJARAN MATEMATIKA: SYSTEMATIC LITERATUR REVIEW. Transformasi : Jurnal Pendidikan Matematika Dan Matematika, 7(2), 211-228.