The Indonesian version of the Short Grit Scale (Indonesian Grit-S): Psychometric Properties Based on the Multidimensional Rasch Model

Authors

  • Nursalam Nursalam Universitas Islam Negeri Alauddin Makassar https://orcid.org/0000-0003-2741-4978
  • Rahmat S. Bintang Universitas Bosowa
  • Kurniati Zainuddin Universitas Negeri Makassar
  • Diana Mutiah UIN Syarif Hidayatullah Jakarta

DOI:

https://doi.org/10.15408/jp3i.v14i2.41829

Keywords:

Adaptation Scale, Grit-S, Psychometric Properties, Rasch model

Abstract

“Grit” refers to persistence in trying and consistent interest in achieving long-term goals. The Short Grit Scale (Grit-S) is one of the measures used to assess grit. Given that previous research on the Grit-S scale was reported with a CFA approach, this study aims to examine the psychometric properties of the Indonesian Grit-S using Rasch model analysis. Rasch model shows a more detailed analysis than CFA by explaining item difficulty, item fit statistics, reliability, and wright map. Participants in the study were 480 students (male: 86 and female: 394) with an age range of 17-25 years (mean age: 20.05, SD age: 1.32). The sampling method used was non-probability sampling with a convenience sampling technique. The research analysis results show that the Indonesian Grit-S has a good reliability. In addition, all Indonesian Grit-S scale items fit using the Rasch model. Overall, the results showed that the Indonesian Grit-S scale has valid and reliable psychometric properties and can be used to measure grit.

References

Adams, R. J., Wilson, M., & Wang, W. (1997). The multidimensional random coefficients multinomial logit model. Applied Psychological Measurement, 21(1), 1–23. https://doi.org/10.1177/0146621697211001

Ahmed, O., Hossain, K. N., Hiramoni, F. A., Siddique, R. F., & Chung, S. (2022). Psychometric properties of the Bangla version of the stress and anxiety to viral Epidemics-6 items scale among the general population in Bangladesh. Frontiers in Psychiatry, 13, 804162. https://doi.org/10.3389/fpsyt.2022.804162

Beaton, D. E., Bombardier, C., Guillemin, F., & Ferraz, M. B. (2000). Guidelines for the process of cross-cultural adaptation of self-report measures: Spine, 25(24), 3186–3191. https://doi.org/10.1097/00007632-200012150-00014

Bintang, R. S., & Suprananto, S. (2024). The impact of sample size, test length, and person-item targeting on the separation reliability in Rasch model: A simulation study. JP3I (Jurnal Pengukuran Psikologi dan Pendidikan Indonesia), 13(1), 1–13. https://doi.org/10.15408/jp3i.v13i1.27975

Bond, T., & Fox, C. (2015). Applying the Rasch model: Fundamental measurement in the human sciences (3rd ed.). Lawrence Erlbaum Associates.

Clark, K. N., & Malecki, C. K. (2019). Academic grit scale: Psychometric properties and associations with achievement and life satisfaction. Journal of School Psychology, 72, 49–66. https://doi.org/10.1016/j.jsp.2018.12.001

Credé, M., Tynan, M. C., & Harms, P. D. (2017). Much ado about grit: A meta-analytic synthesis of the grit literature. Journal of Personality and Social Psychology, 113(3), 492–511. https://doi.org/10.1037/pspp0000102

De Ayala, R. J. (2009). The theory and practice of item response theory. The Guilford Press.

DiStefano, C., Greer, F. W., & Dowdy, E. (2019). Examining the BASC-3 BESS parent form–preschool using Rasch methodology. Assessment, 26(6), 1162–1175. https://doi.org/10.1177/1073191117723112

Du, Y., Yao, C.-K., Chang, S., Zeng, X., & Luo, J. (2024). Validation of the Short Grit Scale (Grit-S) in Chinese physical education teachers. Current Psychology, 43(11), 10163–10172. https://doi.org/10.1007/s12144-023-05168-x

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 of Personality Assessment, 91(2), 166–174. https://doi.org/10.1080/00223890802634290

Embretson, S. E., & Reise, S. P. (2000). Item response theory for psychologists. Lawrence Erlbaum Associates.

Farrington, C. A., Roderick, M., Allensworth, E., Nagaoka, J., Keyes, T. S., Johnson, D. W., & Beechum, N. O. (2012). Teaching adolescents to become learners: The role of non-cognitive factors in shaping school performance: A critical literature review. University of Chicago Consortium on Chicago School Research. https://consortium.uchicago.edu/publications/teaching-adolescents-become-learners-role-noncognitive-factors-shaping-school

Fauth, B., Decristan, J., Decker, A.-T., Büttner, G., Hardy, I., Klieme, E., & Kunter, M. (2019). The effects of teacher competence on student outcomes in elementary science education: The mediating role of teaching quality. Teaching and Teacher Education, 86, 102882. https://doi.org/10.1016/j.tate.2019.102882

Frontini, R., Monteiro, D., Rodrigues, F., Matos, R., & Antunes, R. (2022). Adapting the Short Grit Scale with exploratory structural equation modeling for Portuguese college students. Perceptual and Motor Skills, 129(5), 1428–1442. https://doi.org/10.1177/00315125221107140

Geldenhuys, M., & Bosch, A. (2020). A Rasch adapted version of the 30-item Bem Sex Role Inventory (BSRI). Journal of Personality Assessment, 102(3), 428–439. https://doi.org/10.1080/00223891.2018.1527343

Gottfredson, L. S. (1997). Why g matters: The complexity of everyday life. Intelligence, 24(1), 79–132. https://doi.org/10.1016/S0160-2896(97)90014-3

Harpaz, G., Vaizman, T., & Yaffe, Y. (2024). University students’ academic grit and academic achievements predicted by subjective well‐being, coping resources, and self‐cultivation characteristics. Higher Education Quarterly, 78(1), 192–211. https://doi.org/10.1111/hequ.12455

Hartigan, J., & Wigdor, A. (1989). Fairness in employment testing: Validity generalization, minority issues, and the general aptitude test battery. National Academies Press. https://doi.org/10.17226/1338

Hayat, B., Putra, M. D. K., & Suryadi, B. (2020). Comparing item parameter estimates and fit statistics of the Rasch model from three different traditions. Jurnal Penelitian Dan Evaluasi Pendidikan, 24(1). https://doi.org/10.21831/pep.v24i1.29871

Hodge, B., Wright, B., & Bennett, P. (2018). The role of grit in determining engagement and academic outcomes for university students. Research in Higher Education, 59(4), 448–460. https://doi.org/10.1007/s11162-017-9474-y

Hu, L., & Bentler, P. M. (1999). Cutoff criteria for fit indexes in covariance structure analysis: Conventional criteria versus new alternatives. Structural Equation Modeling: A Multidisciplinary Journal, 6(1), 1–55. https://doi.org/10.1080/10705519909540118

Jones, D. E., Greenberg, M., & Crowley, M. (2015). Early social-emotional functioning and public health: The relationship between kindergarten social competence and future Wellness. American Journal of Public Health, 105(11), 2283–2290. https://doi.org/10.2105/AJPH.2015.302630

Kautz, T., Heckman, J., Diris, R., Ter Weel, B., & Borghans, L. (2014). Fostering and measuring skills: improving cognitive and non-cognitive skills to promote lifetime success. National Bureau of Economic Research. https://doi.org/10.3386/w20749

Linacre, J. M. (1994). Sample size and item calibration stability. 7(4), 328. https://www.rasch.org/rmt/rmt74m.htm

Linacre, J. M. (2018). Winsteps® Rasch measurement computer program user’s guide. https://www.winsteps.com/a/Winsteps-Manual.pdf

Liu, O. L., Wilson, M., & Paek, I. (2008). A multidimensional Rasch analysis of gender differences in PISA mathematics. Journal of Applied Measurement, 9(1), 18-35

Mair, P. (2018). Modern psychometrics with R. Springer International Publishing. https://doi.org/10.1007/978-3-319-93177-7

Masters, G. N. (1982). A Rasch model for partial credit scoring. Psychometrika, 47(2), 149–174. https://doi.org/10.1007/BF02296272

Muthén, B., & Kaplan, D. (1985). A comparison of some methodologies for the factor analysis of non‐normal Likert variables. British Journal of Mathematical and Statistical Psychology, 38(2), 171–189. https://doi.org/10.1111/j.2044-8317.1985.tb00832.x

Natanael, Y., Ramdani, Z., Azizah, N., Fahmi, I., & Novanto, Y. (2024). Indonesian version of Satisfaction with Life Scale, a psychometrics evaluation with Rasch model. Psychological Thought, 17(1), 82–102. https://doi.org/10.37708/psyct.v17i1.814

Nishikawa, K., Okugami, S., & Amemiya, T. (2015). Development of the Japanese short grit scale (Grit-S). The Japanese Journal of Personality, 24(2), 167–169. https://doi.org/10.2132/personality.24.167

Peterson, C., & Seligman, M. E. P. (2004). Character strengths and virtues: A handbook and classification. American Psychological Association; Oxford University Press.

Priyohadi, N. D., Suhariadi, F., & Fajrianthi, F. (2019). Validity test for short grit scale (Grit-S) Duckworth on Indonesian Millenials. Journal of Educational, Health and Community Psychology, 8(3), 375. https://doi.org/10.12928/jehcp.v8i3.13870

Rahayu, W., Putra, M. D. K., Faturochman, Meiliasari, Sulaeman, E., & Koul, R. B. (2022). Development and validation of Online Classroom Learning Environment Inventory (OCLEI): The case of Indonesia during the COVID-19 pandemic. Learning Environments Research, 25(1), 97–113. https://doi.org/10.1007/s10984-021-09352-3

Rasch, G. (1960). Probabilistic models for some intelligence and attainment tests. Danish Institute for Educational Research.

Rasch, G. (1966). An item analysis which takes individual differences into account. British Journal of Mathematical and Statistical Psychology, 19(1), 49–57. https://doi.org/10.1111/j.2044-8317.1966.tb00354.x

Reckase, M. D. (2009). Multidimensional item response theory. Springer New York. https://doi.org/10.1007/978-0-387-89976-3

Reed, L., & Jeremiah, L. (2017). Student grit as an important ingredient for academic and personal success. Evelopment in Business Simulation and Experiential Learning, 44, 252–256.

Schmidt, F. T. C., Fleckenstein, J., Retelsdorf, J., Eskreis-Winkler, L., & Möller, J. (2019). Measuring grit: A German validation and a domain-specific approach to grit. European Journal of Psychological Assessment, 35(3), 436–447. https://doi.org/10.1027/1015-5759/a000407

Shih, C.-L., Chen, C.-H., Sheu, C.-F., Lang, H.-C., & Hsieh, C.-L. (2013). Validating and improving the reliability of the EORTC QLQ-C30 using a multidimensional Rasch model. Value in Health, 16(5), 848–854. https://doi.org/10.1016/j.jval.2013.05.004

Singh, S., & Chukkali, S. (2021). Development and validation of multidimensional scale of grit. Cogent Psychology, 8(1), 1923166. https://doi.org/10.1080/23311908.2021.1923166

Tan, C.-S., Low, S. R., Chong, H. Y., Chong, S. L., Ong, A. W.-H., Siah, P. C., Phang, S. F., Ong, Z. Q., Tan, W. H., Wong, J. A., & Lew, 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. https://doi.org/10.7454/hubs.asia.2120519

Tennant, A., & Conaghan, P. G. (2007). The Rasch measurement model in rheumatology: What is it and why use it? When should it be applied, and what should one look for in a Rasch paper? Arthritis Care & Research, 57(8), 1358–1362. https://doi.org/10.1002/art.23108

Wright, B. D. (1977). Solving measurement problems with the Rasch Model. Journal of Educational Measurement, 14(2), 97–116. https://doi.org/10.1111/j.1745-3984.1977.tb00031.x

Wright, B. D., & Linacre, J. M. (1994). Reasonable mean-square fit values. Rasch Measurement Transactions, 8(3), 370.

Wright, B. D., & Masters, G. N. (1982). Rating scale analysis: Rasch measurement. Mesa Press

Wu, J., Zhong, Y., & Qi, S. (2022). Intrinsic motivation, need for cognition, grit, growth mindset and academic achievement in high school students: Latent profiles and its predictive effects. https://doi.org/10.31234/osf.io/mheg7

Wyszyńska, P., Ponikiewska, K., Karaś, D., Najderska, M., & Rogoza, R. (2017). Psychometric properties of the Polish version of the Short Grit Scale. Polish Psychological Bulletin, 48(2), 229–236. https://doi.org/10.1515/ppb-2017-0026

Xu, K. M., Meijs, C., Gijselaers, H. J. M., Neroni, J., & De Groot, R. H. M. (2020). Measuring perseverance and passion in distance education students: Psychometric properties of the grit questionnaire and associations with academic performance. Frontiers in Psychology, 11, 563585. https://doi.org/10.3389/fpsyg.2020.563585

Yan, Z., & Mok, M. M. C. (2012). Validating the coping scale for Chinese athletes using multidimensional Rasch analysis. Psychology of Sport and Exercise, 13(3), 271–279. https://doi.org/10.1016/j.psychsport.2011.11.013

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2025-11-03

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The Indonesian version of the Short Grit Scale (Indonesian Grit-S): Psychometric Properties Based on the Multidimensional Rasch Model. (2025). JP3I (Jurnal Pengukuran Psikologi Dan Pendidikan Indonesia), 14(2), 75-87. https://doi.org/10.15408/jp3i.v14i2.41829