Validation of the Purpose in Life Scale-Short Form in an Ecuadorian Sample: factor analysis, reliability and graded response model

Main Article Content

Rodrigo Moreta-Herrera
Alberto Rodríguez-Lorenzana
Guido Mascialino
Tomás Caycho-Rodríguez
Claudio López-Calle
Miguel Gallegos
Mauricio Cervigni
Pablo Martino
Lindsey W. Vilca

Abstract

Introduction: The purpose in life is analyzed within psychological well-being, it deals with the meaning of life that people have, which has implications in areas such as mental health. Currently, precise instrumentation is required for its assessment of the Ecuadorian population, which at the moment is limited. Objective: To corroborate the unidimensional structure of the Purpose in Life Scale-Short version (PIL-SF), the equivalence of measurement according to gender, the reliability and the parameters of discrimination and difficulty in a sample of Ecuadorian adults. Methods: Instrumental study of the PIL-SF under the precepts of Classical Test Theory and Item Response Theory. Participants: 743 Ecuadorian adults (64.2% women and 45.8% men) aged 18 to 73 years (M = 24.7, SD = 7.9). Results: The unifactorial structure of the PIL-SF with adequate adjustment was confirmed. In addition, the PIL-SF is invariant at the strong level based on gender and no differences are presented at the level of latent means. The internal consistency reliability is acceptable per group and the discrimination and item difficulty parameters are adequate. Conclusion: The PIL-SF is a valid, reliable, and accurate tool to measure the Purpose in Life construct in Ecuadorian adults.

Downloads

Download data is not yet available.

Article Details

How to Cite
Moreta-Herrera, R., Rodríguez-Lorenzana, A., Mascialino, G., Caycho-Rodríguez, T., López-Calle, C., Gallegos, M., Cervigni, M., Martino, P., & Vilca, L. W. (2023). Validation of the Purpose in Life Scale-Short Form in an Ecuadorian Sample: factor analysis, reliability and graded response model. Psychology, Society & Education, 15(2), 56–65. https://doi.org/10.21071/pse.v15i2.15942
Section
Artículos
Author Biography

Rodrigo Moreta-Herrera, Universidad de Las Américas, Quito (Ecuador) - Pontificia Universidad Católica del Ecuador, Quito (Ecuador)

Psicólogo Clínico y Máster Universitario en Psicología. Doctor(c) en Psicología de la Salud y Calidad de Vida por la Universitat de Girona.

Profesor e investigador de la Pontificia Universidad Católica del Ecuador.

References

Asparouhov, T., & Muthén, B. (2014). Multiple-group factor analysis alignment. Structural Equation Modeling: A Multidisciplinary Journal, 21(4), 495-508. https://doi.org/10.1080/10705511.2014.919210 DOI: https://doi.org/10.1080/10705511.2014.919210

Ato, M., López, J., & Benavente, A. (2013). Un sistema de clasificación de los diseños de investigación en psicología. Anales de Psicología, 29(3), 1038-1059. https://doi.org/10.6018/analesps.29.3.178511 DOI: https://doi.org/10.6018/analesps.29.3.178511

Brown, T. (2015). Confirmatory factor analysis for applied research (Vol. 2nd). Guilford Publications.

Brunelli, C., Bianchi, E., Murru, L., Monformoso, P., Bosisio, M., Gangeri, L., Miccinesi, M., Scrignaro, M., Ripamonti, C., & Borreani, C. (2012). Italian validation of the purpose in life (PIL) test and the seeking of noetic goals (SONG) test in a population of cancer patients. Supportive Care in Cancer, 20, 2775-2783. https://doi.org/10.1007/s00520-012-1399-6 DOI: https://doi.org/10.1007/s00520-012-1399-6

Byrne, B. (2008). Testing for multigroup equivalence of a measuring instrument: a walk through the process. Psicothema, 20(4), 872-882.

Cai, L., Choi, K., Hansen, M., & Harrell, L. (2016). Item response theory. Annual Review of Statistics and Its Application, 3, 297-321. https://doi.org/10.1146/annurev-statistics-041715-033702 DOI: https://doi.org/10.1146/annurev-statistics-041715-033702

Casas, F., & González-Carrasco, M. (2021). Analysing Comparability of Four Multi-Item Well-being Psychometric Scales Among 35 Countries Using Children’s Worlds 3rd Wave 10 and 12-year-olds Samples. Child Indicators Research, 14, 1829-1861. https://doi.org/10.1007/s12187-021-09825-0 DOI: https://doi.org/10.1007/s12187-021-09825-0

Caycho-Rodríguez, T., Vilca, L., Cervigni M, G. M., Calandra M, R. A., López-Calle C, M.-H. R., … & Burgos-Videla, C. (2022a). Cross-national measurement invariance of the Purpose in Life Test in seven Latin American countries. Frontiers in Psychology, 13, Article 974133. https://doi.org/10.3389/fpsyg.2022.974133 DOI: https://doi.org/10.3389/fpsyg.2022.974133

Caycho-Rodríguez, T., Vilca, L., Cervigni, M., Gallegos, M., Martino, P., Calandra, M., … & Carbajal-León, C. (2022b). Cross-cultural measurement invariance of the purpose in life test-Short form (PIL-SF) in seven Latin American countries. Current Psychology. https://doi.org/10.1007/s12144-022-03465-5 DOI: https://doi.org/10.1007/s12144-022-03465-5

Chávez Vega, R., & Rodríguez Méndez, A. (2022). Aplicación de la teoría clásica de test a la evaluación de preguntas de opción múltiple. Educación Médica Superior, 36(1), Article e2228.

Crumbaugh, J., & Maholick, L. (1964). An experimental study in existentialism: The psychometric approach to Frankl’s concept of noogenic neurosis. Journal of Clinical Psychology, 20, 200-207. DOI: https://doi.org/10.1002/1097-4679(196404)20:2<200::AID-JCLP2270200203>3.0.CO;2-U

Crumbaugh, J., & Maholick, L. (1969). Manual of instructions for the Purpose-in-Life-Test. Munster: Psychometric Affiliates. DOI: https://doi.org/10.1037/t01175-000

Frankl, V. E. (1953). Logos and existence in psychotherapy. American Journal of Psychoanalysis, 7(1), 8-15. https://doi.org/10.1176/appi.psychotherapy.1953.7.1.8 DOI: https://doi.org/10.1176/appi.psychotherapy.1953.7.1.8

Frankl, V. E. (1984). Man’s search for meaning. Washington Square Press/Pocket Books.

Ferrando, P. J., & Anguiano-Carrasco, C. (2010). El análisis factorial como técnica de investigación en psicología. Papeles del Psicólogo, 31(1), 18-33.

Galek, K., Flannelly, K., Ellison, C., Silton, N., & Jankowski, K. (2015). Religion, meaning and purpose, and mental health. Psychology of Religion and Spirituality, 7(1), 1-12. https://doi.org/10.1037/a0037887 DOI: https://doi.org/10.1037/a0037887

Garcia-Alandete, J., Marco, J., & Perez, S. (2017). Purpose-in-life test: Comparison of the main models in patients with mental disorders. The Spanish Journal of Psychology, 20(E31). https://doi.org/10.1017/sjp.2017.28 DOI: https://doi.org/10.1017/sjp.2017.28

Hambleton, R. K., Van der Linden, W. J., & Wells, C. S. (2010). IRT models for the analysis of polytomously scored data: Brief and selected history of model building advance. In M. L. Nering & R. Ostini (Eds.), Handbook of polytomous item response theory models (pp. 21-42). Routledge/Taylor & Francis Group.

Jin, S., & Cao, C. (2018). Selecting polychoric instrumental variables in confirmatory factor analysis: An alternative specification test and effects of instrumental variables. British Journal of Mathematical and Statistical Psychology, 71(2), 387-413. https://doi.org10.1111/bmsp.12128 DOI: https://doi.org/10.1111/bmsp.12128

Kim, G., Shin, S., Scicolone, M., & Parmelee, P. (2019). Purpose in life protects against cognitive decline among older adults. The American Journal of Geriatric Psychiatry, 27(6), 593-601. https://doi.org/10.1016/j.jagp.2019.01.010 DOI: https://doi.org/10.1016/j.jagp.2019.01.010

Kroenke, K., Spitzer, R., & Williams, J. (2001). The PHQ.9: validity of a brief depression severity measure. Journal of General Internal Medicine, 16(9), 606-613. https://doi.org/10.1046/j.1525-1497.2001.016009606.x DOI: https://doi.org/10.1046/j.1525-1497.2001.016009606.x

Larzabal-Fernandez, A., Pilco., K., Moreta-Herrera, R., & Rodas, J. (2023). Psychometric properties of the Kessler Psychological Distress Scale in a sample of adolescents from Ecuador. Child Psychiatry & Human Development. https://doi.org/10.1007/s10578-023-01501-4 DOI: https://doi.org/10.1007/s10578-023-01501-4

Li, C. H. (2016). Confirmatory factor analysis with ordinal data: Comparing robust maximum likelihood and diagonally weighted least squares. Behavior Research Methods, 48(3), 936-949. https://doi.org/10.3758/s1342 DOI: https://doi.org/10.3758/s13428-015-0619-7

Mardia, K. (1970). Measures of Multivariate Skewness and Kurtosis with Applications Measures of Multivariate Skewness and Kurtosis with Applications. Biometrika, 57(3), 519-530. https://doi.org/10.2307/2334770 DOI: https://doi.org/10.1093/biomet/57.3.519

Moreta-Herrera, R., Caycho-Rodríguez, T., Salinas, A., Jiménez- Borja, M., Gavilanes-Gómez, D., & Jiménez-Mosquera, C. (2022). Factorial Validity, Reliability, Measurement Invariance and the Graded Response Model for the COVID-19 Anxiety Scale in a Sample of Ecuadorians. OMEGA - Journal of Death and Dying. https://doi.org/https://doi.org/10.1177/00302228221116515 DOI: https://doi.org/10.1177/00302228221116515

Moreta-Herrera, R., Mayorga-Lascano, M., Larzabal-Fernandez, A., & Vaca-Quintana, D. (2020). Factor analysis, reliability and validity of a measurement model for the intent of alcohol consumption among Ecuadorian teenagers. Health & Adictions/Salud y Drogas, 20(1), 126-135. https://doi.org/10.21134/haaj.v23i1.741 DOI: https://doi.org/10.21134/haaj.v20i1.489

Moreta-Herrera, R., Perdomo-Pérez, M., Reyes-Valenzuela, C., Torres- Salazar, C., & Ramírez-Iglesias, G. (2021). Invarianza factorial según nacionalidad y fiabilidad de la Escala de Afecto Positivo y Negativo (PANAS) en universitarios de Colombia y Ecuador. Anuario de Psicología, 51(2), 76-85. https://doi.org/10.1344/anpsic2021.51.9 DOI: https://doi.org/10.1344/ANPSIC2021.51/2.31540

Moreta-Herrera, R., Perdomo-Pérez, M., Reyes-Valenzuela, C., Gavilanes-Gómez, D., Rodas, J. A. & Rodríguez-Lorenzana, A. (2023). Analysis from the Classical Test Theory and Item Response Theory of the Satisfaction with Life Scale (SWLS) in an Ecuadorian and Colombian sample. Journal of Human Behavior in the Social Environment. https://doi.org/10.1080/10911359.2023.2187915 DOI: https://doi.org/10.1080/10911359.2023.2187915

Morgan, J., & Farsides, T. (2009). Measuring meaning in life. Journal of Happiness Studies, 10, 197-214. https://doi.org/10.1007/s10902-007-9075-0 DOI: https://doi.org/10.1007/s10902-007-9075-0

Mueller, R. O., & Hancock, G. R. (2018). Structural equation modeling. In G. Hancock, L. Stapleton & R. Mueller, The Reviewer’s Guide to Quantitative Methods in the Social Sciences (pp. 445-456). Routledge. DOI: https://doi.org/10.4324/9781315755649-33

Muñiz Fernández, J. (2010). Las teorías de los tests: teoría clásica y teoría de respuesta a los ítems. Papeles del Psicólogo, 31(1), 57-66.

Ochoa, Y., Abreu, M., & Vea, H. (2018). Validation of the Purpose in Life Test (PIL) in adult patients with cancer. Revista Habanera de Ciencias Médicas, 17(5), 800-812.

Ortiz, E., Cano, Á., & Trujillo, C. (2012). Validación del Test de Propósito Vital (Pil Test-Purpose in Life Test) para Colombia. Revista Argentina de Clínica Psicológica, 21(1), 85-93.

Pacak-Vedel, A., Christoffersen, M., & Larsen, L. (2021). The Danish Purpose in Life test-Short Form (PIL.SF): Validation and age effects. Scandinavian Journal of Psychology, 62(2), 833-838. https://doi.org/10.1111/sjop.12776 DOI: https://doi.org/10.1111/sjop.12776

R Core Team. (2022). R: A language and environment for statistical computing. R Foundation for Statistical Computing.

Rubio-Belmonte, C., Mayordomo, T., & García-Alandete, J. (2023). Psychometric properties of the Purpose In Life-Short Form in Spanish population. Journal of Clinical Psychology, 79(4), 1099-1112. https://doi.org/10.1002/jclp.23461 DOI: https://doi.org/10.1002/jclp.23461

Ryff, C. (1989). Happiness is everything, or is it? Explorations on the meaning of psychological well-being. Journal of Personality and Social Psychology, 57, 1069-1081. https://doi.org/10.1037/0022-3514.57.6.1069 DOI: https://doi.org/10.1037/0022-3514.57.6.1069

Ryff, C. D., Dienberg Love, G., Urry, H. L., Muller, D., Rosenkranz, M. A., Friedman, E. M., … & Singer, B. (2006). Psychological well being and ill-being: do they have distinct or mirrored biological correlates? Psychotherapy and Psychosomatics, 75(2), 85-95. DOI: https://doi.org/10.1159/000090892

Samejima, F. (1997). Graded response model. In W. J. Van der Linden & R. K. Hambleton (Eds.), Handbook of modern item response theory. Springer. https://doi.org/10.1007/978-1-4757-2691-6_5 DOI: https://doi.org/10.1007/978-1-4757-2691-6_5

Schulenberg, S. E., Schnetzer, L. W., & Buchanan, E. M. (2011). The purpose in life test-short form: Development and psychometric support. Journal of Happiness Studies, 12(5), 861-876. https://doi.org/10.1007/s10902-010-9231-9 DOI: https://doi.org/10.1007/s10902-010-9231-9

Schulenberg, S., & Melton, A. (2010). A confirmatory factor-analytic evaluation of the purpose in life test: Preliminary psychometric support for a replicable two-factor model. Journal of Happiness Studies, 11(1), 95-111. https://doi.org/10.1007/s10902-008-9124-3 DOI: https://doi.org/10.1007/s10902-008-9124-3

Sharpley, C., Murcell, N., Anderson, M., Bitsika, V., Fourie, P., & Agnew, L. (2021). An exploration of recent life stress, psychological resilience, purpose in life, and optimism as correlates of depression in social housing residents in rural Australia. International Journal of Mental Health, 50(3), 234-249. https://doi.org/10.1080/00207411.2021.1896079 DOI: https://doi.org/10.1080/00207411.2021.1896079

Simkin, H., Matrangolo, G., & Azzollini, S. (2018). Argentine validation of the purpose in life test/Validación argentina del test de Propósito en la Vida. Estudios de Psicología, 39(1), 104-126. https://doi.org/10.1080/02109395.2017.1407903 DOI: https://doi.org/10.1080/02109395.2017.1407903

Spitzer, R. L., Kroenke, K., Williams, J. B., & Group Patient Health Questionnaire Primary Care Study (1999). Validation and utility of a self-report version of PRIME-MD: the PHQ primary care study. JAMA, 282(18), 1737-1744. https://doi.org/10.1001/jama.282.18.1737 DOI: https://doi.org/10.1001/jama.282.18.1737

Steger, M. (2006). An illustration of issues in factor extraction and identification of dimensionality in psychological assessment data. Journal of Personality Assessment, 86(3), 263-272. https://doi.org/10.1207/s15327752jpa8603_03 DOI: https://doi.org/10.1207/s15327752jpa8603_03

Torres-Salazar, C., Moreta-Herrera, R., Ramos-Ramírez, M., & López- Castro, J. (2020). Sesgos cognitivo de optimismo y percepción de bienestar en una muestra de universitarios ecuatorianos. Revista Colombiana de Psicología, 29(1), 61-72. https://doi.org/10.15446/rcp.v29n1.75853 DOI: https://doi.org/10.15446/.v29n1.75853

Upchurch, M. (2020). Gender bias in research. In N. A. Naples (Ed.), Companion to Women’s and Gender Studies (pp. 139-154). Willey Ltd. DOI: https://doi.org/10.1002/9781119315063.ch7

Urtasun, M., Daray, F. M., Teti, G. L., Coppolillo, F., Herlax, G., Saba, G., Rubinstein, A., Araya, R., & Irazola, V. (2019). Validation and calibration of the patient health questionnaire (PHQ-9) in Argentina. BMC Psychiatry, 19(1), 1-10. https://doi.org/10.1186/s12888-019-2262-9 DOI: https://doi.org/10.1186/s12888-019-2262-9

Van De Schoot, R., Schmidt, P., De Beuckelaer, A., Lek, K., & Zondervan-Zwijnenburg, M. (2015). Measurement invariance. Frontiers in Psychology, 6, Article 1064. https://doi.org/10.3389/fpsyg.2015.01064 DOI: https://doi.org/10.3389/fpsyg.2015.01064

Weber, M., Furman, H., & Schulenberg, S. (2022). A Spanish Adaptation and Validation of the Purpose in Life Test–Short Form (PIL-SF). {PSOCIAL} Journal of Research in Social Psychology, 8(1), Article 5.

Wolf, E. J., Harrington, K. M., Clark, S. L., & Miller, M. W. (2013). Sample size requirements for structural equation models: An evaluation of power, bias, and solution propriety. Educational and Psychological Measurement, 73(6), 913-934. https://doi.org/10.1177/0013164413495237 DOI: https://doi.org/10.1177/0013164413495237

Xi, J., Lee, M., Carter, J., & Delgado, D. (2022). Gender differences in purpose in life: The mediation effect of altruism. Journal of Humanistic Psychology, 62(3), 352-376. https://doi.org/10.1177/0022167818777658 DOI: https://doi.org/10.1177/0022167818777658