Grit scale development and validation using rasch model: cross-cultural adaptation
DOI:
https://doi.org/10.47197/retos.v73.112440Keywords:
Grit, Grit-O Scale, Develop, ValidateAbstract
Introduction: Grit is a psychological trait that has received significant attention in various studies, particularly in an academic context. This trait is considered an important factor for student success in academic fields.
Objective: The purpose of this study was to develop and validate a Grit Scale adapted from Duckworth’s Grit-O scale to measure the grit level of university students.
Methodology: The methodology used in this research is quantitative. The data collection instrument uses the Grit-O scale with a total of 12 items. The sample in this study amounted to 461 students spread across several regions of Indonesia. Data analysis used the Rasch Model, namely Winstep software.
Results: Data analysis showed the item reliability index was 0.99. The polarity angle of the items indicates that each item can contribute to student grit because the point-measure correlation value for each item is between 0.33 and 0.55. The item ideality test on the instrument shows that the item outline can be used.
Discussion: Overall, the Grit-O scale developed for students has good validity and reliability. Therefore, the Grit-O scale adapted for Indonesian society can measure the level of grit that exists in students in the construct of consistency of interest and persistence in trying.
Conclusions: The Indonesian version of the Grit-O scale items has high validity and reliability, so they can be used to measure student grit at university.
References
Alhadabi, A., & Karpinski, A. C. (2020). Grit, self-efficacy, achievement orientation goals, and academic performance in University students. International Journal of Adolescence and Youth, 25(1), 519–535. https://doi.org/10.1080/02673843.2019.1679202
Birr, C., Hernandéz-Mendo, A., Monteiro, D., & Rosado, A. (2023). Portuguese Validation of the Grit-S scale for the sport context. Cuadernos de Psicologia Del Deporte, 23(3), 150–167. https://doi.org/10.6018/cpd.552491
Bond, T. G., & Fox, C. M. (2013). Applying the Rasch model: Fundamental measurement in the human sciences. Psychology Press. https://doi.org/https://doi.org/10.4324/9781315814698
Bond, T., Yan, Z., & Heene, M. (2020). Applying the Rasch model: Fundamental measurement in the human sciences. Routledge. https://doi.org/https://doi.org/10.4324/9780429030499
Burhanuddin, B., Wiyono, B. B., Maisyaroh, Supriyanto, A., & Ardhian, N. L. (2023). Measurement Scales of Administrative Services and Academic Culture in Universities Based on Item Response Theory. International Conference on Educational Management and Technology (ICEMT 2022), 583–592. https://doi.org/10.2991/978-2-494069-95-4
Cavanagh, R. F., & Waugh, R. F. (2011). Applications of Rasch measurement in learning environments research (Vol. 2). Springer Science & Business Media.
Commission, I. T. (2019). ITC Guidelines for the Large-Scale Assessment of Linguistically and Culturally Diverse Populations. International Journal of Testing, 19(4), 301–336. https://doi.org/10.1080/15305058.2019.1631024
Credé, M. (2018). What Shall We Do About Grit? A Critical Review of What We Know and What We Don’t Know. EDUCATIONAL RESEARCHER, 47(9), 606–611. https://doi.org/10.3102/0013189X18801322
Cui, T., Wang, C., & Xu, J. (2023). Validation of Academic Resilience Scales Adapted in a Collective Culture. Frontiers in Psychology, 14(March). https://doi.org/10.3389/fpsyg.2023.1114285
Datu, J. A. D., Yuen, M., & Chen, G. (2017). Development and validation of the Triarchic Model of Grit Scale ( TMGS ): Evidence from Filipino undergraduate students. Personality and Individual Differences, 114, 198–205. https://doi.org/10.1016/j.paid.2017.04.012
Direito, I., Chance, S., & Malik, M. (2021). The study of grit in engineering education research : a systematic literature review. European Journal of Engineering Education, 46(2), 161–185. https://doi.org/10.1080/03043797.2019.1688256
Du, W., Li, Z., Xu, Y., & Chen, C. (2023). The Effect of Parental Autonomy Support on Grit : The Mediating Role of Basic Psychological Needs and the Moderating Role of Achievement Motivation. Psychology Research and Behavior Management, 16, 939–948. https://doi.org/10.2147/PRBM.S401667
Duckworth, A., & Gross, J. J. (2014). Self-Control and Grit : Related but Separable Determinants of Success. Association Psychological Science, 23(5), 319–325. https://doi.org/10.1177/0963721414541462
Duckworth, A. L., Peterson, C., Matthews, M. D., & Kelly, D. R. (2007). Grit : Perseverance and Passion for Long-Term Goals. Journal of Personality and Social Psychology, 92(6), 1087–1101. https://doi.org/10.1037/0022-3514.92.6.1087
DUCKWORTH, A. L., & QUINN, P. D. (2009). Development and Validation of the Short Grit Scale ( Grit – S ). Journal OfPersonality Assessment, 91(2), 166–174. https://doi.org/10.1080/00223890802634290
Duckworth, A. L., & Yeager, D. S. (2015). Measurement Matters: Assessing Personal Qualities Other Than Cognitive Ability for Educational Purposes. Educational Researcher, 44(4), 237–251. https://doi.org/10.3102/0013189X15584327
Ekstrand, J., Westergren, A., Årestedt, K., Hellström, A., & Hagell, P. (2022). Transformation of Rasch model logits for enhanced interpretability. BMC Medical Research Methodology, 22(1), 1–10. https://doi.org/10.1186/s12874-022-01816-1
Erawati, E., Hidayah, N., Eva, N., Indreswari, H., Hamid, H. S. A., & Oktasari, M. (2025). Adaptation of the ARS-30 Academic Resilience Scale for Indonesian Junior High School Students Utilizing the Rasch Model. Psychology Hub, 42(2), 79–92. https://doi.org/10.13133/2724-2943/18691
Fekih-Romdhane, F., Postigo, Á., González-Nuevo, C., Dabbous, M., Malaeb, D., Obeid, S., & Hallit, S. (2022). Psychometric properties of the Arabic version of the Oviedo Grit Scale (A-EGO) in non-clinical adults from the general population. BMC Psychiatry, 22(1), 1–7. https://doi.org/10.1186/s12888-022-04466-1
Folastri, S., Hambali, I. M., Ramli, M., Akbar, S., & Sofyan, A. (2023). Development and Preliminary Validation of a Scale to Measure Sexual Violence Awareness using the Rasch Model. Psychology Hub, 40(3), 59–66. https://doi.org/10.13133/2724-2943/18000
Fosnacht, K., Copridge, K., & Sarraf, S. A. (2019). How valid is grit in the postsecondary context? A construct and concurrent validity analysis. Research in Higher Education, 60, 803–822. https://doi.org/https://psycnet.apa.org/doi/10.1007/s11162-018-9524-0
Guelmami, N., Chalghaf, N., Tannoubi, A., Puce, L., Azaiez, F., & Bragazzi, N. L. (2022). Initial Development and Psychometric Evidence of Physical Education Grit Scale (PE-Grit). Frontiers in Public Health, 10(March), 1–11. https://doi.org/10.3389/fpubh.2022.818749
Howard, J. M., Nicholson, B. C., & Chesnut, S. R. (2019). Relationships Between Positive Parenting, Overparenting, Grit, and Academic Success. Journal of College Student Development, 60(2), 189–202. https://doi.org/10.1353/csd.2019.0018
Ibrahim, N., Baharudin, N., Mohamad, M., Abdul-Raza, S., & Mohamed-Yassin, M. S. (2023). Validity and Reliability of the Short Grit Scale Among Medical Students in a Public University in Selangor, Malaysia. Education in Medicine Journal, 15(3), 97–110. https://doi.org/10.21315/eimj2023.15.3.8
Ifdil, I., Khairati, A., Syahputra, Y., Fadli, R. P., Zola, N., & Bakar, A. Y. A. (2024). Development of the Indonesian Version of the Internet Gaming Disorder Scale (ID-IGDS). Islamic Guidance and Counseling Journal, 7(2), 1–16. https://doi.org/https://doi.org/10.25217/0020247495900
Junaedi, F., Hanurawan, F., Setiyowati, A. J., & Ramli, M. (2022). Reducing the New Inmates ’ Anxiety through Rational Emotive Behavior Therapy with Patronage Counseling Technique Reducing the New Inmates ’ Anxiety through Rational Emotive Behavior Therapy with Patronage Counseling Technique. Emerging Science Journal, 6(2), 306–321. https://doi.org/10.28991/ESJ-2022-06-02-08
Kuruveettissery, S., Gupta, S., & Rajan, S. K. (2023). Development and psychometric validation of the three dimensional grit scale. Current Psychology, 42, 5280–5289. https://doi.org/10.1007/s12144-021-01862-w
Lestari, M., Hanurawan, F., Muslihati, M., Hambali, I., Irawan, A. W., & Hasan, H. (2024). Internalizing an Islamic culture of inner and social peace to reduce student aggression in higher education. Islamic Guidance and Counseling Journal, 7(2), 1–13. https://doi.org/10.25217/0020247488800
Li, M., Fan, W., & Leong, F. T. L. (2023). Psychometric assessment of the Grit Scale : Evidence from US and Chinese samples. Journal of Pacific Rim Psychology, 17, 1–18. https://doi.org/10.1177/18344909221147108
Linacre, J. M. (2009). A User’s guide to Winsteps-ministep: Rasch-model computer programs. Program Manual 3.68. 0. Chicago, IL. https://www.winsteps.com/winman/copyright.htm
Lund, T. J., Liang, B., Mousseau, A. D., Matyjaszczyk, V., & Fleurizard, T. (2019). The Will and the Way ? Associations Between Purpose and Grit Among Students in Three US Universities The Will and the Way ? Associations Between Purpose and Grit Among Students in Three US Universities. Journal of College Student Development, 60(3), 361–365. https://doi.org/10.1353/csd.2019.0031
Multisari, W., Rahman, D. H., Rachmawati, I., Priambodo, A. B., & da Costa, A. (2022). Psychological Well-Being of Students in Completing their Final Projects. Pegem Egitim ve Ogretim Dergisi, 13(1), 259–266. https://doi.org/10.47750/pegegog.13.01.28
Muslihati, Zen, E. F., Hambali, I., Ashar, M., Saputra, N. M. A., & Kurniawan, N. A. (2022). Investigating Needs of Academic Support Using Personalized Learning System to Enhance Academic Success Among Fresh Year Student. 2022 2nd International Conference on Information Technology and Education (ICIT&E), 363–367. https://doi.org/10.1109/ICITE54466.2022.9759842
Nur, L., Nurhasan, Al Ardha, M. A., Chaeroni, A., Friskawati, G. F., Muslihin, H. Y., Yulianto, A., & Malik, A. A. (2025). Measurement of physical literacy of elementary school students in Indonesia: an analysis using the Rasch model. Retos, 65(abril), 909–920. https://doi.org/10.47197/retos.v65.112957
Paramitha, S. T., Setiawan, E., Lesmana, I. B., Tannoubi, A., Raman, A., Kurtoǧlu, A., Gazali, N., Rochman, T., Getu, S., & Lobo, J. (2024). Increase grit and learning satisfaction in physical education among student-athletes: augmented reality Learning is the Solution? Retos, 61, 589–597. https://doi.org/10.47197/retos.v61.109935
Pendrill, L. (2019). Quality assured measurement. Springer. https://doi.org/10.1007/978-3-030-28695-8
Prieto, L., Alonso, J., & Lamarca, R. (2003). Classical test theory versus Rasch analysis for quality of life questionnaire reduction. Health and Quality of Life Outcomes, 1, 1–13. https://doi.org/10.1186/1477-7525-1-27
Rachmawati, I., Setyosari, P., Handarini, D. M., & Hambali, I. M. (2021). Do social support and self-efficacy correlate with academic resilience among adolescence? International Journal of Learning and Change, 13(1), 49–62. https://doi.org/10.1504/IJLC.2021.111664
Ramdani, R., Hanurawan, F., Ramli, M., Lasan, B. B., & Afdal, A. (2020). Development and Validation of Indonesian Academic Resilience Scale Using Rasch Models. International Journal of Instruction, 14(1), 105–120. https://doi.org/10.29333/IJI.2021.1417A
Ratnawati, V., Setyosari, P., Ramli, M., & Atmoko, A. (2018). Indonesian Character Education and Its Role for Academic Optimism. Scholars Journal of Arts, Humanities and Social Sciences, 6(9), 1846–1855. https://doi.org/10.21276/sjahss.2018.6.9.17
Ratnawati, V., Setyosari, P., Ramli, M., & Atmoko, A. (2021). Development of Academic Optimism Model in Learning for Junior High School Students. European Journal of Educational Research, 10(4), 1741–1753. https://doi.org/10.12973/eu-jer.10.4.1741
Schimschal, S. E., Visentin, D., Kornhaber, R., & Cleary, M. (2022). Achieving Long-term Goals Amidst Uncertainty: An Integrative Model for the Psychological Resources of Grit. The Journal of Continuing Education in Nursing, 53(8), 355–363. https://doi.org/10.3928/00220124-20220706-06
Setiyowati, A. J., Rachmawati, I., & Multisari, W. (2020). Academic Procrastination among Adolescents and its Implication on Guidance and Counseling. 508(Icite), 416–423. https://doi.org/http://doi.org/10.2991/assehr.k.201214.270
Shafique, A., Hayat, Q., Rauza, & Khan, M. K. (2022). Impact of Grit on Workplace Happiness: A Moderated mediation model. Journal of Management Info, 9(3), 418–432. https://doi.org/https://doi.org/10.31580/jmi.v9i3.2706
Sharma, G., Yukhymenko-lescroart, M., & Yukhymenko-lescroart, G. S. M. (2018). and Degree Commitment The Relationship Between College Students ’ Sense of Purpose and Degree Commitment. 59(4), 486–491. https://doi.org/https://doi.org/10.1177/1521025120975134
Sriram, R., Glanzer, P. L., & Allen, C. C. (2018). What Contributes to Self-Control and Grit ?: The Key Factors in College Students What Contributes to Self-Control and Grit ? The Key Factors in College Students. Journal of College Student Development, 59(3), 259–273. https://doi.org/10.1353/csd.2018.0026
Sucipto, Wiyono, B. B., Rasyad, A., Dayati, U., & Purwito, L. (2021). The Contribution of Individual Characteristics of Managers to the Success of Equivalency Education Programs of the Community Learning Center in Indonesia. Sustainability, 13, 1–16. https://doi.org/10.3390/su131911001
Sumintono, B. (2018). Rasch Model Measurements as Tools in Assesment for Learning. 1st International Conference on Education Innovation (ICEI 2017), 173(Icei 2017), 38–42. https://doi.org/10.2991/icei-17.2018.11
Sumintono, B., & Widhiarso, W. (2015). Aplikasi Pemodelan Rasch pada Assessment Pendidikan. Trim Komunikata.
Syawaluddin, AT, A. M., Atmoko, A., & Hidayah, N. (2021). Improving Student Social Skills Using Bibliocounseling Techniques During the COVID-19 Pandemic. Turkish Online Journal of Qualitative Inquiry, 10(2), 6.
Tan, C., Low, S. R., Chong, H. Y., Chong, S. L., & Ong, A. W.-H. (2019). Exploratory and Confirmatory Factor Analyses of the Short Grit Scale (Grit-S) for Malaysian Undergraduate Students. Makara Human Behavior Studies in Asia, 23(1), 27–33. https://doi.org/10.7454/hubs.asia.2120519
Tang, X., Wang, M., Guo, J., & Salmela-aro, K. (2019). Building Grit: The Longitudinal Pathways between Mindset , Commitment, Grit, and Academic Outcomes. Journal of Youth and Adolescence. https://doi.org/10.1007/s10964-019-00998-0
Terry, D., & Peck, B. (2020). Factors That Impact Measures of Grit among Nursing Students: A Journey Emblematic of the Koi Fish. Eur. J. Investig. Health Psychol. Educ, 10, 564–574. https://doi.org/10.3390/ejihpe10020041
Tyumeneva, Y., Kardanova, E., & Kuzmina, J. (2019). Two related but independent constructs instead of one. Evidence from item response theory. European Journal of Psychological Assessment, 35(4), 469–478. https://doi.org/10.1027/1015-5759/a000424
Whipple, S. S., & Dimitrova-Grajzl, V. (2020). Grit, fit, gender, and academic achievement among first ‐ year college students. Psychol Schs, September, 1–19. https://doi.org/10.1002/pits.22449
Wiyono, B. D., Nurhidayah, L., Ramli, M., & Atmoko, A. (2023). Student achievement motivation scale: Hope for success and fear of failure? Reimagining Innovation in Education and Social Sciences, 252–257. https://doi.org/10.1201/9781003366683-30
Wong, M. L., Anderson, J., Knorr, T., Joseph, J. W., & Sanchez, L. D. (2018). Grit, anxiety, and stress in emergency physicians. American Journal of Emergency Medicine. https://doi.org/10.1016/j.ajem.2018.02.021
Zisman, C., & Ganzach, Y. (2021). In a Representative Sample Grit Has a Negligible Effect on Educational and Economic Success Compared to Intelligence. Social Psychological and Personality Science, 12(3), 296–303. https://doi.org/10.1177/1948550620920531
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