Cross-cultural adaptation and factor structure investigation of the Marital Forgiveness Scale

Authors

  • Endah Puspita Sari Doctorate in Psychology Program, Faculty of Psychology, Universitas Gadjah Mada, Yogyakarta, Indonesia; Department of Psychology, Faculty of Psychology and Socio-Cultural Sciences, Universitas Islam Indonesia, Yogyakarta, Indonesia https://orcid.org/0009-0000-2761-5353
  • Avin Fadilla Helmi Doctorate in Psychology Program, Faculty of Psychology, Universitas Gadjah Mada, Yogyakarta , Indonesia https://orcid.org/0000-0003-1785-0565
  • Arum Febriani Doctorate in Psychology Program, Faculty of Psychology, Universitas Gadjah Mada, Yogyakarta , Indonesia https://orcid.org/0000-0002-2114-1318

DOI:

https://doi.org/10.21580/pjpp.v9i2.22463

Keywords:

forgiveness, Marital Forgiveness Scale, MIMIC model, reliability, validity

Abstract

Forgiveness is essential in marriage as it can bring a sense of satisfaction to married life. This study aims to adapt and examine the factor structure of the Marital Forgiveness Scale (MFS), a forgiveness instrument in the context of marriage. After the process of adaptation to the Indonesian language and culture, validity and reliability tests were conducted, and a MIMIC model was developed. In an online and offline survey, 330 millennials (128 husbands, 202 wives, M-marriage age = 25.33, SD-marriage age = 3.12) completed the Indonesian version of the MFS. The validity test was conducted using confirmatory factor analysis, with the results showing that the values obtained were satisfactory (CFI & TLI ≥ .95; RMSEA = .06; SRMR < .08). The multidimensionality measurement of the Indonesian version of the MFS consists of two dimensions, a positive and a negative. The omega coefficient for the Indonesian version of the MFS is .694 (positive dimension) and .787 (negative dimension), indicating satisfactory reliability in the millennial sample. The results of the MIMIC model show that items 2 and 3 in the negative dimension have gender variance in the MFS. The scale is a suitable measure for evaluating individuals’ dispositional forgiveness in Indonesian millennial marital couples. It is hoped that the instrument will contribute to the advancement of the study of forgiveness in the marital context in Indonesia.

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References

Abdat, N. (2016). Uji validitas skala forgiveness. Jurnal Pengukuran Psikologi dan Pendidikan Indonesia (JP3I), 5(2), 223–238. https://journal.uinjkt.ac.id/index.php/jp3i/article/view/10795

Agung, I. M. (2015). Pengembangan dan validasi pengukuran skala pemaafan TRIM-18. Jurnal Psikologi, 11(2), 79–87. https://ejournal.uin-suska.ac.id/index.php/psikologi/article/view/1558

Aiyuda, N. (2017). Kepercayaan sebagai mediator hubungan keintiman dan komitmen terhadap pemaafan. Jurnal Psikologi Sosial, 15(2), 136–145. https://doi.org/10.7454/jps.2017.12

Alessandri, G., Vecchione, M., Fagnani, C., Bentler, P. M., Barbaranelli, C., Medda, E., Nisticò, L., Stazi, M. A., & Caprara, G. V. (2010). Much more than model fitting? evidence for the heritability of method effect associated with positively worded items of the life orientation test revised. Structural Equation Modeling: A Multidisciplinary Journal, 17(4), 642–653. https://doi.org/10.1080/10705511.2010.510064

Atmasari, A. (2016). Pengaruh pemaafan terhadap tingkat stres ditinjau dari lokus kendali pada perempuan korban kekerasan dalam rumah tangga. Jurnal Tambora, 1(3), 32–45. https://doi.org/10.36761/jt.v1i3.140

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

Beaton, D. E., Bombardier, C., Guillemin, F., & Ferraz, M. B. (2007). Recommendations for the cross-cultural adaptation of the DASH & QuickDASH outcome measures. Institute for Work & Health.

Bugay, A. (2014). Measuring the differences in pairs’ marital forgiveness scores: Construct validity and links with relationship satisfaction. Psychological Reports, 114(2), 479–490. https://doi.org/10.2466/21.02.PR0.114k18w5

Cano-García, F. J., Sanduvete-Chaves, S., Chacón-Moscoso, S., Rodríguez-Franco, L., García-Martínez, J., Antuña-Bellerín, M. A., & Pérez-Gil, J. A. (2015). Factor structure of the Spanish version of the Life Orientation Test-revised (LOT-R): Testing several models. International Journal of Clinical and Health Psychology, 15(2), 139–148. https://doi.org/10.1016/j.ijchp.2015.01.003

Chang, H.-T., Chou, Y.-J., Liou, J.-W., & Tu, Y.-T. (2016). The effects of perfectionism on innovative behavior and job burnout: Team workplace friendship as a moderator. Personality and Individual Differences, 96, 260–265. https://doi.org/10.1016/j.paid.2016.02.088

Cheng, Y., Shao, C., & Lathrop, Q. N. (2016). The mediated MIMIC model for understanding the underlying mechanism of DIF. Educational and Psychological Measurement, 76(1), 43–63. https://doi.org/10.1177/0013164415576187

Chun, S., Stark, S., Kim, E. S., & Chernyshenko, O. S. (2016). MIMIC methods for detecting DIF among multiple groups: Exploring a new sequential-free baseline procedure. Applied Psychological Measurement, 40(7), 486–499. https://doi.org/10.1177/0146621616659738

Cruchinho, P., López-Franco, M. D., Capelas, M. L., Almeida, S., Bennett, P. M., Miranda da Silva, M., Teixeira, G., Nunes, E., Lucas, P., & Gaspar, F. (2024). Translation, cross-cultural adaptation, and validation of measurement instruments: A practical guideline for novice researchers. Journal of Multidisciplinary Healthcare, Volume 17, 2701–2728. https://doi.org/10.2147/JMDH.S419714

D’Urso, E. D., De Roover, K., Vermunt, J. K., & Tijmstra, J. (2021). Scale length does matter: Recommendations for measurement invariance testing with categorical factor analysis and item response theory approaches. Behavior Research Methods, 54(5), 2114–2145. https://doi.org/10.3758/s13428-021-01690-7

Damariyanti, M. (2020). Adult attachment, pemaafan dan kesejahteraan psikologis pada individu menikah. Jurnal Psikologi, 13(1), 1–14. https://doi.org/10.35760/psi.2020.v13i1.2567

David, P., & Stafford, L. (2015). A relational approach to religion and spirituality in marriage: The role of couples’ religious communication in marital satisfaction. Journal of Family Issues, 36(2), 232–249. https://doi.org/10.1177/0192513X13485922

Davis, D. E., Worthington, E. L., Hook, J. N., & Hill, P. C. (2013). Research on religion/spirituality and forgiveness: A meta-analytic review. Psychology of Religion and Spirituality, 5(4), 233–241. https://doi.org/10.1037/a0033637

Deng, L., & Chan, W. (2017). Testing the difference between reliability coefficients alpha and omega. Educational and Psychological Measurement, 77(2), 185–203. https://doi.org/10.1177/0013164416658325

Ekermans, G., Saklofske, D. H., Austin, E., & Stough, C. (2011). Measurement invariance and differential item functioning of the Bar-On EQ-i: S measure over Canadian, Scottish, South African and Australian samples. Personality and Individual Differences, 50(2), 286–290. https://doi.org/10.1016/j.paid.2010.10.004

Ellison, G. C. (2011). Intimacy versus isolation (Erikson’s young adult stage). In S. Goldstein & J. A. Naglieri (Eds.), Encyclopedia of Child Behavior and Development (pp. 833–835). Springer US. https://doi.org/10.1007/978-0-387-79061-9_1535

Epstein, J., Santo, R. M., & Guillemin, F. (2015). A review of guidelines for cross-cultural adaptation of questionnaires could not bring out a consensus. Journal of Clinical Epidemiology, 68(4), 435–441. https://doi.org/10.1016/j.jclinepi.2014.11.021

Erikson, E. H. (1968). Identity, youth, and crisis. W.W. Norton and Company.

Erkan, Z. (2015). Adaptation of the marital offence-specific forgiveness scale for use in a Turkish cultural context. Social Behavior and Personality: An International Journal, 43(7), 1057–1070. https://doi.org/10.2224/sbp.2015.43.7.1057

Eyring, J. B., Leavitt, C. E., Allsop, D. B., & Clancy, T. J. (2021). Forgiveness and gratitude: Links between couples’ mindfulness and sexual and relational satisfaction in new cisgender heterosexual marriages. Journal of Sex & Marital Therapy, 47(2), 147–161. https://doi.org/10.1080/0092623X.2020.1842571

Fehr, R., Gelfand, M. J., & Nag, M. (2010). The road to forgiveness: A meta-analytic synthesis of its situational and dispositional correlates. Psychological Bulletin, 136(5), 894–914. https://doi.org/10.1037/a0019993

Fernández-Capo, M., Fernández, S. R., Sanfeliu, M. G., Benito, J. G., & Worthington, E. L. (2017). Measuring forgiveness. European Psychologist, 22(4), 247–262. https://doi.org/10.1027/1016-9040/a000303

Fincham, F. D. (2000). The kiss of the porcupines: From attributing responsibility to forgiving. Personal Relationships, 7(1), 1–23. https://doi.org/10.1111/j.1475-6811.2000.tb00001.x

Fincham, F. D., & Beach, S. R. H. (2002). Forgiveness in marriage: Implications for psychological aggression and constructive communication. Personal Relationships, 9(3), 239–251. https://doi.org/10.1111/1475-6811.00016

Fincham, F. D., Beach, S. R. H., & Davila, J. (2004). Forgiveness and conflict resolution in marriage. Journal of Family Psychology, 18(1), 72–81. https://doi.org/10.1037/0893-3200.18.1.72

Fincham, F. D., Hall, J., & Beach, S. R. H. (2006). Forgiveness in marriage: Current status and future directions. Family Relations, 55(4), 415–427. https://doi.org/10.1111/j.1741-3729.2005.callf.x-i1

Ginartha, N. N., & Setiawan, J. L. (2022). Resolusi konflik dan pemaafan terhadap kepuasan pernikahan pada pernikahan periode awal. Jurnal Konseling Andi Matappa, 6(2), 135–146. https://journal.stkip-andi-matappa.ac.id/index.php/jurkam/article/view/2023

Gordon, K. C., Baucom, D. H., & Snyder, D. K. (2005). Treating couples recovering from infidelity: An integrative approach. Journal of Clinical Psychology, 61(11), 1393–1405. https://doi.org/10.1002/jclp.20189

Gudmundsson, E. (2009). Guidelines for translating and adapting psychological instruments. Nordic Psychology, 61(2), 29–45. https://doi.org/10.1027/1901-2276.61.2.29

Guillemin, F., Bombardier, C., & Beaton, D. (1993). Cross-cultural adaptation of health-related quality of life measures: Literature review and proposed guidelines. Journal of Clinical Epidemiology, 46(12), 1417–1432. https://doi.org/10.1016/0895-4356(93)90142-N

Hadriami, E., & Samuel, S. (2016). Terapi pemaafan melalui playback theater untuk mengurangi sakit hati. Psikodimensia, 15(1), 1–23. https://journal.unika.ac.id/index.php/psi/article/view/589

Hair Jr, J. F., Black, W. C., Babin, B. J., & Anderson, R. E. (2009). Multivariate data analysis (7th ed.). Prentice Hall International.

Hancock, G. R., & An, J. (2020). A closed-form alternative for estimating ω reliability under unidimensionality. Measurement: Interdisciplinary Research and Perspectives, 18(1), 1–14. https://doi.org/10.1080/15366367.2019.1656049

Harris, A. H. S., & Thoresen, C. E. (2005). Forgiveness, unforgiveness, health, and disease. In E. L. Worthington (Ed.), Handbook of forgiveness (pp. 321–334). Routledge.

Haversath, J., Kliem, S., & Kröger, C. (2017). Measuring spousal forgiveness: German version of the Marital Offence‐Specific Forgiveness Scale (MOFS‐German). Family Relations, 66(5), 809–823. https://doi.org/10.1111/fare.12290

Hayes, A. F., & Coutts, J. J. (2020). Use omega rather than cronbach’s alpha for estimating reliability. But…. Communication Methods and Measures, 14(1), 1–24. https://doi.org/10.1080/19312458.2020.1718629

Herawati, I., & Farradinna, S. (2017). Kepuasan perkawinan ditinjau dari kebersyukuran dan pemaafan pada pasangan bekerja. Mediapsi, 3(2), 10–21. https://doi.org/10.21776/ub.mps.2017.003.02.2

Hernández, A., Hidalgo, M., Hambleton, R., & Gómez-Benito, J. (2020). International test commission guidelines for test adaptation: A criterion checklist. Psicothema, 3(32), 390–398. https://doi.org/10.7334/psicothema2019.306

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

Hulin, C. L., & Mayer, L. J. (1986). Psychometric equivalence of a translation of the Job Descriptive Index into Hebrew. Journal of Applied Psychology, 71(1), 83–94. https://doi.org/10.1037/0021-9010.71.1.83

International Test Commission. (2018). ITC guidelines for translating and adapting tests (Second edition). International Journal of Testing, 18(2), 101–134. https://doi.org/10.1080/15305058.2017.1398166

Jeong, S., & Lee, Y. (2019). Consequences of not conducting measurement invariance tests in cross-cultural studies: A review of current research practices and recommendations. Advances in Developing Human Resources, 21(4), 466–483. https://doi.org/10.1177/1523422319870726

Jorgensen, T. D., Pornprasertmanit, S., Schoemann, A. M., & Rosseel, Y. (2022). semTools: Useful tools for Structural Equation Modeling. In CRAN: Contributed Packages. https://doi.org/10.32614/CRAN.package.semTools

Junita, N., Simanhate, R. A., Hafnidar, H., & Muna, Z. (2023). Regulasi emosi dan pemaafan pada wanita bercerai di Aceh Tengah. Motiva Jurnal Psikologi, 5(2), 124–131. https://doi.org/10.31293/mv.v5i2.6473

Kachadourian, L. K., Fincham, F., & Davila, J. (2004). The tendency to forgive in dating and married couples: The role of attachment and relationship satisfaction. Personal Relationships, 11(3), 373–393. https://doi.org/10.1111/j.1475-6811.2004.00088.x

Karashchuk, O. S., Mayorova, E. A., Nikishin, A. F., & Kornilova, O. V. (2020). The method for determining time-generation range. Sage Open, 10(4), 1–8. https://doi.org/10.1177/2158244020968082

Kasprzak, A., & Martínez‐Díaz, M. P. (2025). Assessment of forgiveness in couple relationships: Adaptation of the Marital Offense‐Specific Forgiveness Scale (MOFS) to a Spanish sample. Journal of Marital and Family Therapy, 51(1). https://doi.org/10.1111/jmft.12738

Khairani, M., & Sari, D. P. (2019). Pemaafan pada individu yang mengalami perselingkuhan dalam pernikahan. An-Nafs: Jurnal Fakultas Psikologi, 13(1), 35–43. https://journal.uir.ac.id/index.php/annafs/article/view/3281

Khoirunnisa. (2013). Uji validitas konstruk Marital Offence-Specific Forgiveness Scale (MOFS). Jurnal Pengukuran Psikologi dan Pendidikan Indonesia, 2(8), 538–544. https://journal.uinjkt.ac.id/index.php/jp3i/article/view/10782

Kim, H.-Y. (2013). Statistical notes for clinical researchers: Assessing normal distribution (2) using skewness and kurtosis. Restorative Dentistry & Endodontics, 38(1), 52–54. https://doi.org/10.5395/rde.2013.38.1.52

Komariyah, A., Anwar, Z., & Saraswati, P. (2020). Pemaafan sebagai jalan menuju keharmonisan keluarga. Psycho Holistic, 2(2), 234–246. https://journal.mbunivpress.or.id/index.php/psychoholistic/article/view/626

Lee, Y.-R., & Enright, R. D. (2019). A meta-analysis of the association between forgiveness of others and physical health. Psychology & Health, 34(5), 626–643. https://doi.org/10.1080/08870446.2018.1554185

Lewis, T. F. (2017). Evidence regarding the internal structure: Confirmatory factor analysis. Measurement and Evaluation in Counseling and Development, 50(4), 239–247. https://doi.org/10.1080/07481756.2017.1336929

McCullough, M. E., Rachal, K. C., Sandage, S. J., Worthington, E. L., Brown, S. W., & Hight, T. L. (1998). Interpersonal forgiving in close relationships: II. Theoretical elaboration and measurement. Journal of Personality and Social Psychology, 75(6), 1586–1603. https://doi.org/10.1037/0022-3514.75.6.1586

McDonald, R. P. (2013). Test theory: A unified treatment. Psychology Press. https://doi.org/10.4324/9781410601087

Mendes-Teixeira, A. I., & Duarte, C. (2021). Forgiveness and marital satisfaction: A systematic review. Psicologia: Ciência e Profissão, 41(spe3), 1–18. https://doi.org/10.1590/1982-3703003200730

Miller, A. J., Worthington, E. L., & McDaniel, M. A. (2008). Gender and forgiveness: A meta–analytic review and research agenda. Journal of Social and Clinical Psychology, 27(8), 843–876. https://doi.org/10.1521/jscp.2008.27.8.843

Mishra, P., Pandey, C. M., Singh, U., Gupta, A., Sahu, C., & Keshri, A. (2019). Descriptive statistics and normality tests for statistical data. Annals of Cardiac Anaesthesia, 22(1), 67–72. https://doi.org/10.4103/aca.ACA_157_18

Nancy, M. N., Wismanto, Y. B., & Hastuti, L. W. (2014). Hubungan nilai dalam perkawinan dan pemaafan dengan keharmonisan keluarga. Psikodimensia, 13(1), 84–97. https://journal.unika.ac.id/index.php/psi/article/view/280

Nunnally, J. C., & Bernstein, I. H. (1994). Psychometric theory (3rd ed.). McGraw-Hill Inc.

Nurhayati, N. (2017). Hubungan komunikasi interpersonal dan pemaafan dengan kebahagiaan suami istri. Jurnal Penelitian Ilmiah Intaj, 1(2), 47–70. https://doi.org/10.35897/intaj.v1i2.94

Paleari, F. G., Regalia, C., & Fincham, F. (2005). Marital quality, forgiveness, empathy, and rumination: A longitudinal analysis. Personality and Social Psychology Bulletin, 31(3), 368–378. https://doi.org/10.1177/0146167204271597

Paleari, F. G., Regalia, C., & Fincham, F. D. (2009). Measuring offence-specific forgiveness in marriage: The Marital Offence-Specific Forgiveness Scale (MOFS). Psychological Assessment, 21(2), 194–209. https://doi.org/10.1037/a0016068

Parry, E., & Urwin, P. (2011). Generational differences in work values: A review of theory and evidence. International Journal of Management Reviews, 13(1), 79–96. https://doi.org/10.1111/j.1468-2370.2010.00285.x

Putnick, D. L., & Bornstein, M. H. (2016). Measurement invariance conventions and reporting: The state of the art and future directions for psychological research. Developmental Review, 41, 71–90. https://doi.org/10.1016/j.dr.2016.06.004

Rasmussen, K. R., Stackhouse, M., Boon, S. D., Comstock, K., & Ross, R. (2019). Meta-analytic connections between forgiveness and health: the moderating effects of forgiveness-related distinctions. Psychology & Health, 34(5), 515–534. https://doi.org/10.1080/08870446.2018.1545906

Riek, B. M., & Nania, E. W. (2012). The antecedents and consequences of interpersonal forgiveness: A meta‐analytic review. Personal Relationships, 19(2), 304–325. https://doi.org/10.1111/j.1475-6811.2011.01363.x

Rios, J., & Wells, C. (2014). Validity evidence based on internal structure. Psicothema, 1(26), 108–116. https://doi.org/10.7334/psicothema2013.260

Rose, A., Anderson, S., Miller, R., Marks, L., Hatch, T., & Card, N. (2018). Longitudinal test of forgiveness and perceived forgiveness as mediators between religiosity and marital satisfaction in long-term marital relationships. The American Journal of Family Therapy, 46(4), 356–374. https://doi.org/10.1080/01926187.2018.1547667

Rosseel, Y. (2012). lavaan: An R package for structural equation modeling. Journal of Statistical Software, 48(2), 1–36. https://doi.org/10.18637/jss.v048.i02

Steven, Y., & Sukmaningrum, E. (2018). Pemaafan pada istri dewasa muda yang suaminya pernah berselingkuh. Jurnal Psikologi Ulayat, 5(1), 1–27. https://doi.org/10.24854/jpu12018-72

Teo, T. (2010). Measuring the effect of gender on computer attitudes among pre‐service teachers: A multiple indicators, multiple causes (MIMIC) modeling. Campus-Wide Information Systems, 27(4), 227–239. https://doi.org/10.1108/10650741011073770

Thompson, B., & Vacha-Haase, T. (2000). Psychometrics is datametrics: The test is not reliable. Educational and Psychological Measurement, 60(2), 174–195. https://doi.org/10.1177/00131640021970448

Toussaint, L. L., Shields, G. S., & Slavich, G. M. (2016). Forgiveness, stress, and health: A 5-week dynamic parallel process study. Annals of Behavioral Medicine, 50(5), 727–735. https://doi.org/10.1007/s12160-016-9796-6

Tsaousis, I., Alahmandi, M. T. S., & Asiri, H. (2023). Uncovering differential item functioning effects using MIMIC and mediated MIMIC models. Frontiers in Psychology, 14, 1–6. https://doi.org/10.3389/fpsyg.2023.1268074

Twenge, J. M., Campbell, S. M., Hoffman, B. J., & Lance, C. E. (2010). Generational differences in work values: Leisure and Extrinsic values increasing, social and intrinsic values decreasing. Journal of Management, 36(5), 1117–1142. https://doi.org/10.1177/0149206309352246

Umar, J., & Nisa, Y. F. (2020). Uji validitas konstruk dengan CFA dan pelaporannya. Jurnal Pengukuran Psikologi dan Pendidikan Indonesia (JP3I), 9(2), 1–11. https://doi.org/10.15408/jp3i.v9i2.16964

Webb, J. R., & Toussaint, L. L. (2020). Forgiveness, wellbeing, and mental health. In E. L. Worthington & N. G. Wade (Eds.), Handbook of forgiveness (2nd ed., pp. 188–198). Routledge.

Willse, J. T., & Goodman, J. T. (2008). Comparison of multiple-indicators, multiple-causes– and item response theory–based analyses of subgroup differences. Educational and Psychological Measurement, 68(4), 587–602. https://doi.org/10.1177/0013164407312601

Worthington, E. L., van Oyen Witvliet, C., Lerner, A. J., & Scherer, M. (2005). Forgiveness in health research and medical practice. Explore, 1(3), 169–176. https://doi.org/10.1016/j.explore.2005.02.012

Worthington, E. L., & Wade, N. G. (1999). The Psychology of unforgiveness and forgiveness and implications for clinical practice. Journal of Social and Clinical Psychology, 18(4), 385–418. https://doi.org/10.1521/jscp.1999.18.4.385

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2024-11-30

How to Cite

Sari, E. P., Helmi, A. F., & Febriani, A. (2024). Cross-cultural adaptation and factor structure investigation of the Marital Forgiveness Scale. Psikohumaniora: Jurnal Penelitian Psikologi, 9(2), 267–286. https://doi.org/10.21580/pjpp.v9i2.22463

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