Adversity Quotient as a Predictor of Creative Thinking Skills in Solving Algebraic Problems among Junior High School Students

Sri Hariyani(1,Mail), Sriyanti Mustafa(2), Muzirah Musa(3) | CountryCountry:


(1) Department of Mathematics Education, Universitas PGRI Kanjuruhan Malang, Indonesia
(2) Department of Mathematics Education, Universitas Muhammadiyah Parepare, Indonesia
(3) School of Educational Studies, Universiti Sains Malaysia, Malaysia

MailCorresponding Author

Metrics Analysis (Dimensions & PlumX)

Indexing:
Integrity:
Similarity:
AI Score:

© 2025 Sri Hariyani, Sriyanti Mustafa, Muzirah Musa

This study emphasizes the importance of creative thinking skills as a key 21st-century student competency. Observations at a junior high school in Malang City revealed that 68% of 31 students could not solve simple algebra problems. This inability could be caused by several factors, one of which is low creative thinking skills. There is still limited research on creative thinking skills. Therefore, this study aimed to assess pupils’ original ideas and abilities in algebra questions based on AQ (Adversity Quotient) categories. In this qualitative descriptive research, 33 students were selected based on various AQ categories. The AQ data were collected through a questionnaire and categorized as follows: 11 students in the Climbers category, 17 in the Campers category, and five in the Quitters category. Three subjects were selected based on the highest scores in each category: AQ, representative, and communicative. The subjects were further analyzed using a creativity component test (fluency, flexibility, and originality). The data collection methods in this investigation were the AQ questionnaire, a creative thinking ability test, and semi-structured interviews. The interviews aimed to gather more in-depth information about students’ thought processes while solving algebra problems. The study’s results indicate that the majority of students are in the Campers category (51.51%), followed by Climbers (33.33%) and Quitters (15.15%). Students with AQ Climbers profiles meet the fluency, flexibility, and originality criteria. Students with AQ Campers appear confident, but their solutions did not meet the fluency component (fulfilling the components of flexibility and originality). Meanwhile, pupils who are AQ Quitters cannot meet the requirements for creative thinking. The conclusion of this study is that the higher the level of resilience (AQ) of students, the higher their ability to think creatively and solve mathematical problems fluently, flexibly, and originally. This research can inspire teachers to use the open-ended problem-solving method by considering students’ AQ levels, helping students enhance their creative thinking skills.

 

Keywords: adversity quotient, creative thinking skills, algebra.


Aaidati, I. F., Sulandra, I. M., & Permadi, H. (2022). Student argumentation structure in solving statistical problems based on adversity quotient. Mathematics Education Journal, 16(2), 121–140. https://doi.org/10.22342/jpm.16.2.16633.121-140

Adha, M. A., Swaramarinda, D. R., Ariyanti, N. S., Musyaffi, A. M., Ansar, R., & Farliana, N. (2025). Elevating entrepreneurial satisfaction among young entrepreneurs through entrepreneurial education, economic literacy, adversity quotient, and creativity. Social Sciences and Humanities Open, 11(April), 101606. https://doi.org/10.1016/j.ssaho. 2025.101606

Alfonso-Benlliure, V., Checa, I., & Meléndez, J. C. (2025). Long in the tooth for creativity? Differences in divergent thinking between young and older adults. Thinking Skills and Creativity, 57(April). https://doi.org/10.1016/j.tsc.2025.101847

Anantanyu, S., Sutrisno, J., Saptaningtyas, H., Bihrajihant Raya, A., & Nugroho, H. (2025). The influence of supervision and motivation toward adversity quotient of agricultural extension workers in increasing self-reliance of farmer organizations in Central Java. IOP Conference Series: Earth and Environmental Science, 1490(1). https://doi.org/10.1088/1755-1315/1490/1/012007

Anwar, L., Sa’dijah, C., Murtafiah, W., & Huljannah, M. (2024). Adversity quotient of Indonesian prospective mathematics teachers in solving geometry higher-order thinking skills problems. Journal on Mathematics Education, 15(1), 79–98. https://doi.org/10.22342/jme.v15i1.pp79-98

Azmi, M. P., Purwanto, P., Anwar, L., & Muksar, M. (2025). Epistemological obstacles in solving 2d geometry problems using adversity quotient. TEM Journal, 14(1), 203–215. https://doi.org/10.18421/TEM141-19

Chang, H.-F., & Li, T. (2025). A framework for collaborating a Large Language Model tool in brainstorming for triggering creative thoughts. Thinking Skills and Creativity, 56. https://doi.org/10.1016/j.tsc.2025.101755

Damayanti, R., Sunardi, Yuliati, N., Karimah, R., & Albab, A. U. (2020). Students’ metacognitive ability in solving quadrilateral problem based on adversity quotient. Journal of Physics: Conference Series, 1538(1). https://doi.org/10.1088/1742-6596/1538/1/012077

DiStefano, P. V, Patterson, J. D., & Beaty, R. E. (2025). Evaluating overinclusive thinking: Development and validation of the Categorical Overinclusive Thinking Task (COverTT). Thinking Skills and Creativity, 56. https://doi.org/10.1016/j.tsc.2024.101726

Du, Q., Gordon, R., & Tolmie, A. (2025). The Role of Mind Wandering During Incubation in Divergent and Convergent Creative Thinking. Brain Sciences, 15(6). https://doi.org/10.3390/brainsci15060595

Fakhirah, N. L., Darmiany, D., & Astria, F. P. (2023). Analisis kemampuan berpikir kreatif siswa pada mata pelajaran IPA Kelas IV di SDN 36 Cakranegara. Jurnal Ilmiah Profesi Pendidikan, 8(1b), 719–733. https://doi.org/10.29303/jipp.v8i1b.1273

Fauziah, M., Marmoah, S., Murwaningsih, T., & Saddhono, K. (2020). The effect of thinking actively in a social context and creative problem-solving learning models on divergent-thinking skills viewed from adversity quotient. European Journal of Educational Research, 9(2), 537–568. https://doi.org/10.12973/eu-jer.9.2.537

Glicksohn, J. (2026). Process and achievement, ninety years on: Same problem, new ideas? Thinking Skills and Creativity, 59(May 2025), 101983. https://doi.org/10.1016/j.tsc.2025.101983

Herdani, P. D., & Ratu, N. (2018). Analisis tingkat kemampuan berpikir kreatif matematis siswa smp dalam menyelesaikan open – ended problem pada materi bangun datar segi empat. JTAM | Jurnal Teori Dan Aplikasi Matematika, 2(1), 9. https://doi.org/10.31764/jtam.v2i1.220

Jamoo, N., & Wongpinpech, V. (2025). Causal relationship of adversity quotient arising from bullying among junior high school ethnic minority students in upper northern Thai schools. Kasetsart Journal of Social Sciences, 46(1). https://doi.org/10.34044/j.kjss.2025.46.1.35

Jiao, Y., Li, L., Yang, L., Lei, J., Zhang, W., & Chen, G. (2025). Relationship of transition shock, adversity quotient, and work engagement: A structural equation modeling approach. Nurse Education Today, 148. https://doi.org/10.1016/j.nedt.2025.106641

Juwita, H. R., & Usodo, B. (2020). The role of adversity quotient in the field of education: a review of the literature on educational development. International Journal of Educational Methodology, 6(3), 507–515. https://doi.org/10.12973/ijem.6.3.507

Kabysheva, M. (2024). Critical thinking in creativity. In Life Challenges, Diverse Identities and Creative Solutions (pp. 171–177). https://www.scopus.com/inward/record.uri?eid=2-s2.0-85199840929&partnerID=40&md5=487a7fa1800c032f86d32d07475959e9

Kayyali, M. (2024). Building resiliency in higher education: Globalization, digital skills, and student wellness. In Building Resiliency in Higher Education: Globalization, Digital Skills, and Student Wellness. https://doi.org/10.4018/979-8-3693-5483-4

Kwansumran, W., Dallas, J. C., Wonginjun, S., & Sangsai, N. (2025). Factors related to adversity quotient in junior high school students. Frontiers of Nursing, 12(1), 19–25. https://doi.org/10.2478/FON-2025-0003

Lee, M. F. (2023). Psychological resilience of employees in adversity quotient: malaysian perspective in facing challenges. Journal of Technical Education and Training, 15(1), 93–101. https://doi.org/10.30880/jtet.2023.15.01.009

Li, S., & Yu, S. (2025). Transforming higher education for the knowledge economy: Enhancing creative thinking and problem-solving skills through collaborative learning. Thinking Skills and Creativity, 57. https://doi.org/10.1016/j.tsc.2025.101853

Lin, W.-L., & Shih, Y.-L. (2022). Developmental trends of different creative potentials in relation to adolescents’ critical thinking abilities. Thinking Skills and Creativity, 43. https://doi.org/10.1016/j.tsc.2021.100979

Luo, Z., Liu, T., Wang, D., Qi, N., Zhang, J., & Tian, L. (2025). The impact of nurses’ adversity quotient on their work stress: the mediating role of professional identity. BMC Nursing, 24(1). https://doi.org/10.1186/s12912-025-02865-9

Matore, M. E. E. M., Khairani, A. Z., & Abd Razak, N. (2020). Development and psychometric properties of the adversity quotient scale: an analysis using rasch model and confirmatory factor analysis. Revista Argentina de Clínica Psicológica, 29(5), 574.

Mencarini, E., Leonardi, C., Cappelletti, A., Giovanelli, D., De Angeli, A., & Zancanaro, M. (2019). Co-designing wearable devices for sports: The case study of sport climbing. International Journal of Human Computer Studies, 124(November), 26–43. https://doi.org/10.1016/j.ijhcs.2018.10.005

Menzies, J., Chavan, M., Jack, R., Scarparo, S., & Chirico, F. (2024). Australian indigenous female entrepreneurs: The role of adversity quotient. Journal of Business Research, 175. https://doi.org/10.1016/j.jbusres.2024.114558

Moreno-Rodriguez, S., Béranger, B., Volle, E., & Lopez-Persem, A. (2025). The human reward system encodes the subjective value of ideas during creative thinking. Communications Biology, 8(1). https://doi.org/10.1038/s42003-024-07427-4

Mudkanna Gavhane, J., & Pagare, R. (2024). Artificial intelligence for education and its emphasis on assessment and adversity quotient: a review. Education and Training, 66(6), 609–645. https://doi.org/10.1108/ET-04-2023-0117

Murray, R. M., Mondelli, V., Stilo, S. A., Trotta, A., Sideli, L., Ajnakina, O., Ferraro, L., Vassos, E., Iyegbe, C., Schoeler, T., Bhattacharyya, S., Marques, T. R., Dazzan, P., Lopez-Morinigo, J., Colizzi, M., O’Connor, J., Falcone, M. A., Quattrone, D., Rodriguez, V., … Di Forti, M. (2020). The influence of risk factors on the onset and outcome of psychosis: What we learned from the GAP study. Schizophrenia Research, 225, 63–68. https://doi.org/10.1016/j.schres.2020.01.011

Mutiara, A., Zanthy, L. S., & Fitrianna, A. Y. (2023). Karakteristik kemampuan berpikir kreatif matematis siswa kelas viii di kabupaten bandung barat. Jurnal Pembelajaran Matematika Inovatif (JPMI), 6(6), 2281–2294. https://doi.org/10.22460/jpmi.v6i6.17196

Nahrowi, N., Susanto, & Hobri. (2020). The profile of student’s creative thinking skills in mathematics problem solving in terms of adversity quotient. Journal of Physics: Conference Series, 1465(1). https://doi.org/10.1088/1742-6596/1465/1/012064

Nur, A. S., Kartono, Zaenuri, & Rochmad. (2022). The lateral thinking processes in solving mathematical word problems reviewed at adversity quotient and reflective cognitive style. Infinity Journal, 11(2), 223–236. https://doi.org/10.22460/infinity.v11i2.p223-236

Paz-Baruch, N., Grovas, G., & Mevarech, Z. R. (2025). The effects of meta-creative pedagogy on elementary school students’ creative thinking. Metacognition and Learning, 20(1). https://doi.org/10.1007/s11409-025-09412-6

Peng, Q., Zhang, Y., Liang, S., & Xu, M. (2025). Influence of adversity quotient, emotional support, mental toughness and blunt sensitivity on college students’ well-being: A framework based on structural equation modeling and multi-criteria decision-making. Acta Psychologica, 259(May), 105437. https://doi.org/10.1016/j.actpsy.2025.105437

Pestaño, J. V., & Pestaño, R. D. (2025). Exploring the leadership quotient and school leader’s performance in primary education. Journal of Education and Learning, 19(3), 1519–1524. https://doi.org/10.11591/edulearn.v19i3.22153

Pong, H. K., & Lam, P. (2023). The effect of service learning on the development of trait emotional intelligence and adversity quotient in youths: an experimental study. International Journal of Environmental Research and Public Health, 20(6). https://doi.org/10.3390/ijerph20064677

Putri, I. W. S., Trapsilasiwi, D., Hobri, H., Oktavianingtyas, E., Safrida, L. N., & Aini, N. (2019). Creative thinking skill with adversity quotient based on lesson study for learning community. Journal of Physics: Conference Series, 1211(1). https://doi.org/10.1088/1742-6596/1211/1/012110

Rastelli, C., Greco, A., De Pisapia, N., & Finocchiaro, C. (2022). Balancing novelty and appropriateness leads to creative associations in children. PNAS Nexus, 1(5), 1–16. https://doi.org/10.1093/pnasnexus/pgac273

Saxena, S., & Rathore, B. (2025). Adversity quotient as determining factor of mental health and professional quality of life among healthcare professionals: a systematic review. Annals of Neurosciences, 32(1), 58–65. https://doi.org/10.1177/09727531241231055

Setyosari, P., Utaya, S., & Ery Tri Djatmika, R. W. (2021). Adversity quotient among students at traditional moslem school. Kasetsart Journal of Social Sciences, 42(1), 191–196. https://doi.org/10.34044/j.kjss.2021.42.1.30

Shin, Y., Lee, H., & Kim, W. (2025). Exploring creative problem-solving in computer-supported collaborative learning: Focusing on group cohesiveness and socially shared metacognitive regulation. Thinking Skills and Creativity, 56. https://doi.org/10.1016/j.tsc.2025.101771

Singh, S., Sharma, T., & Sehrawat, A. (2023). Cultural intelligence as mediator of adversity quotient and occupational stress of Indian managers. International Journal of Business and Globalisation, 34(4), 423–438. https://doi.org/10.1504/IJBG.2023.133707

Smare, Z., & Elfatihi, M. (2025). Creative thinking in language learning classes: An analysis of educational policy in Moroccan public primary schools. Thinking Skills and Creativity, 57. https://doi.org/10.1016/j.tsc.2025.101840

Solihah, S., Waluya, S. B., & Dewi, N. R. (2022). Mathematical creative thinking ability in solving social arithmetic problems regarding the adversity quotient. AIP Conference Proceedings, 2577. https://doi.org/10.1063/5.0096060

Suastika, I. K., Hariyani, S., & Primastya, N. (2024). Open problem based geometry learning e-module to strengthen creative thinking skills. Jurnal Ilmiah Pendidikan Profesi Guru, 7(3), 590–603. https://doi.org/https://doi.org/10.23887/jippg.v7i3.85173

Suminah, Anantanyu, S., Sutrisno, J., Saptaningtyas, H., Bihrajihant Raya, A., Slameto, & Nugroho, H. (2025). The influence of supervision and motivation toward adversity quotient of agricultural extension workers in increasing self-reliance of farmer organizations in Central Java. IOP Conference Series: Earth and Environmental Science, 1490(1). https://doi.org/10.1088/1755-1315/1490/1/012007

Torrance, E. P. (1972). Predictive validity of the torrance tests of creative thinking. The Journal of Creative Behavior, 6(4), 236–262. https://doi.org/10.1002/j.2162-6057.1972.tb00936.x

Wang, X., Yan, Z., Tang, A., Chen, C., Chen, J., & Xiong, Y. (2025). Adversity quotient influences self-regulated learning strategies via achievement motivation among chinese university students. Education Sciences, 15(8). https://doi.org/10.3390/educsci15081042

Xu, B., Ma, X., Zhang, Y., & Wu, X. (2025). How does mathematical literacy affect creative thinking? Independent effects and differential impacts across proficiency groups. Acta Psychologica, 260(September), 105509. https://doi.org/10.1016/j.actpsy.2025.105509

Yuliastini, S. & Bunga, M. (2023). Meningkatkan hasil belajar siswa melalui model pembelajaran TGT pada mata pelajaran PKn. Jurnal Pendidikan Vokasi Dan Seni (JPVS), 2(1). https://api.semanticscholar.org/CorpusID:271557924

Yustiana, Y., Kusmayadi, T. A., & Fitriana, L. (2021). Mathematical problem solving ability of vocational high school students based on adversity quotient. Journal of Physics: Conference Series, 1806(1). https://doi.org/10.1088/1742-6596/1806/1/012092

Zhang, Y., Wang, X., Zhang, A., Zhou, J., Xu, X., & Pang, W. (2025). Greater psychological distance, better creative-idea selection: the mediating role of construal level. BMC Psychology, 13(1), 133. https://doi.org/10.1186/s40359-025-02370-3

Zhao, Y., & Sang, B. (2023). The role of emotional quotients and adversity quotients in career success. Frontiers in Psychology, 14(February), 1–11. https://doi.org/10.3389/fpsyg.2023.1128773


Refbacks

  • There are currently no refbacks.


Creative Commons License
This work is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.