Psychometric Properties of the Acquired Capability for Suicide Scale in Mexican Adolescents
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Abstract
Introduction. There is a dearth of valid and reliable psychometric scales to measure Acquired Capability for Suicide in adolescents, who are among the most vulnerable group for suicide attempts in Mexico.
Objective. To obtain the reliability and structural, convergent, and predictive validity, as well as a sensitivity and specificity test of the adapted version of the ACSS in Mexican adolescents. Additionally, we tested whether the adapted structure of the scale is consistent for both clinical and non-clinical adolescent populations.
Method. A Confirmatory Factor Analysis, invariance test and reliability analyses were obtained from a sample of 429 Mexican adolescents (73% non-clinical and 27% clinical participants). Then, a refined version of ACSS (ACSS-AP) was applied to a different sample of 345 adolescents diagnosed with psychiatric disorders, to determine its convergent validity with related constructs, and its predictive validity through a simple linear regression to predict lifetime suicide attempts. The sensitivity and specificity of the instrument were evaluated using the occurrence of lifetime suicide attempts, analyzed through a binomial logistic regression model.
Results. A factor structure is proposed for each sub-sample; the Fearlessness about death factor is stable across both clinical and non-clinical populations, while the Pain tolerance factor in the clinical sample is assessed through more severe pain exposure events. The fit indices for both scales were excellent. The reliability for non-clinical adolescents (α = .67 -ɷ = .71-) was lower compared to clinical adolescents (α = .87 -ɷ = .87-). The scale correlated positively with a moderate strength with its nomological network and predicted lifetime suicide attempts explaining 16.4% of the variance. The overall classification accuracy of the model was 80.3%.
Discussion and conclusion. ACSS-AP showed validity and reliability in clinical populations. Acquired capability manifests differently in clinical and non-clinical adolescent populations.
References
Artasánchez-Franco, S. A. (1999). Factores de Riesgo para la Ideación Suicida: Análisis Retrospectivo de Factores de Interacción y Crianza [Tesis de Maestría, Universidad Nacional Autónoma de México]. Repositorio institucional, UNAM.
Baertschi, M., Costanza, A., Richard-Lepouriel, H., Pompili, M., Sarasin, F., Weber, K., & Canuto, A. (2017). The application of the interpersonal-psychological theory of suicide to a sample of Swiss patients attending a psychiatric emergency department for a non-lethal suicidal event. Journal of Affective Disorders, 210, 323-331. https://doi.org/10.1016/j.jad.2016.12.049
Bandalos, D. L. & Finney, S. J. (2010). Factor Analysis: Exploratory and Confirmatory. En G. R. Hancock y R. O. Mueller (Eds.), Reviewer’s guide to quantitative methods. Routledge.
Beck, A. & Steer, R. (1993). Beck Scale for Suicide Ideation: Manual. The Psychological Corporation.
Bender, T. W., Gordon, K. H., Bresin, K., & Joiner, T. E. (2011). Impulsivity and suicidality: The mediating role of painful and provocative experiences. Journal of Affective Disorders, 129(1-3), 301-307. https://doi.org/10.1016/j.jad.2010.07.023
Borges, G., Orozco, R., Villatoro, J., Medina-Mora, M. E., Fleiz, C., & Díaz-Salazar, J. (2019). Suicide ideation and behavior in Mexico: Encodat 2016. Salud Pública de México, 61(1, ene-feb), 6. https://doi.org/10.21149/9351
Brown, T. A. (2015). Confirmatory Factor Analysis for Applied Research (2nd ed.). Guilford Publications.
Charter, R. A. (2003). A Breakdown of Reliability Coefficients by Test Type and Reliability Method, and the Clinical Implications of Low Reliability. The Journal of General Psychology, 130(3), 290-304. https://doi.org/10.1080/00221300309601160
Chu, C., Buchman-Schmitt, J. M., Stanley, I. H., Hom, M. A., Tucker, R. P., Hagan, C. R., Rogers, M. L., Podlogar, M. C., Chiurliza, B., Ringer, F. B., Michaels, M. S., Patros, C. H. G., & Joiner, T. E. (2017). The interpersonal theory of suicide: A systematic review and meta-analysis of a decade of cross-national research. Psychological Bulletin, 143(12), 1313-1345. https://doi.org/10.1037/bul0000123
Climent, C. E., Aragón I. V., & Plutchik R. (1989). Predicción del riesgo de uso de drogas por estudiantes de secundaria. Sanitaria Panamericana, 107, 568-576.
Cohen, J. (1988). Statistical Power Analysis for the Behavioral Sciences (2nd ed.). Lawrence Erlbaum Associates, Publishers.
Czyz, E. K., Berona, J., & King, C. A. (2014). A Prospective Examination of the Interpersonal‐Psychological Theory of Suicidal Behavior Among Psychiatric Adolescent Inpatients. Suicide and Life-Threatening Behavior, 45(2), 243-259. https://doi.org/10.1111/sltb.12125
DeVellis, R. F. (2017). Scale Development, Theory and Applications. Sage.
Edwards, R. R., & Fillingim, R. B. (2007). Self‐reported pain sensitivity: Lack of correlation with pain threshold and tolerance. European Journal of Pain, 11(5), 594-598. https://doi.org/10.1016/j.ejpain.2006.09.008
Forkmann, T., Glaesmer, H., Paashaus, L., Rath, D., Schönfelder, A., Juckel, G., Gauggel, S., Beginn-Göbel, U., & Teismann, T. (2021). Testing the Four Main Predictions of the Interpersonal–Psychological Theory of Suicidal Behavior in an Inpatient Sample Admitted Due to Severe Suicidality. Behavior Therapy, 52(3), 626-638. https://doi.org/10.1016/j.beth.2020.08.002
Furr, R. M. (2018). Psychometrics. An Introduction (3rd ed.). Sage publications.
George, S. E., Page, A. C., Hooke, G. R., & Stritzke, W. G. K. (2016). Multifacet assessment of capability for suicide: Development and prospective validation of the Acquired Capability With Rehearsal for Suicide Scale. Psychological Assessment, 28(11), 1452-1464. https://doi.org/10.1037/pas0000276
González-Forteza, C., Andrade, P. & Jiménez, A. (1997). Estresores cotidianos familiares, sintomatología depresiva e ideación suicida en adolescentes mexicanos. Acta Psiquiátrica Psicología, 43(4), 319-326.
González-Forteza, C. & Jiménez-Tapia, J. A. (2019). Medición de las conductas suicidas, experiencia en el desarrollo y aplicación de la Cédula de Indicadores Psicosociales para la Depresión y el Riesgo Suicida: CIP-DERS. In R. Valdez-Santiago & L. Arenas-Monreal (Eds.), Simplemente quería desaparecer. Aproximaciones a la conducta suicida de adolescentes en México (pp. 131-154). Instituto Nacional de Salud Pública.
Guadagnoli, E., & Velicer, W. F. (1988). Relation of sample size to the stability of component patterns. Psychological Bulletin, 103(2), 265-275. https://doi.org/10.1037/0033-2909.103.2.265
Hinkin, T. R. (1995). A Review of Scale Development Practices in the Study of Organizations. Journal of Management, 21(5), 967-988. https://doi.org/10.1177/014920639502100509
Hogarty, K. Y., Hines, C. V., Kromrey, J. D., Ferron, J. M., & Mumford, K. R. (2005). The Quality of Factor Solutions in Exploratory Factor Analysis: The Influence of Sample Size, Communality, and Overdetermination. Educational and Psychological Measurement, 65(2), 202-226. https://doi.org/10.1177/0013164404267287
Hooper, D., Coughlan, J., & Mullen, M. R. (2008). Structural Equation Modelling: Guidelines for Determining Model Fit. The Electronic Journal of Business Research Methods, 6(1), 53-60.
Horton, S. E., Hughes, J. L., King, J. D., Kennard, B. D., Westers, N. J., Mayes, T. L., & Stewart, S. M. (2015). Preliminary Examination of the Interpersonal Psychological Theory of Suicide in an Adolescent Clinical Sample. Journal of Abnormal Child Psychology, 44(6), 1133-1144. https://doi.org/10.1007/s10802-015-0109-5
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
Institute for Health Metrics and Evaluation [IHME] (2024). Global Burden of Desease. https://vizhub.healthdata.org/gbd-results/
Institute for Health Metrics and Evaluation [IHME] (2020). Global Burden of Desease. https://vizhub.healthdata.org/gbd-compare/
Instituto Nacional de Estadística, Geografía e Informática [INEGI] (2023). Press release. Num. 542/23. Día mundial para la prevención del suicidio (national data), 1–7.
Joiner, T. (2005). Why people die by suicide. Harvard University Press.
Joiner, T. E., Van Orden, K. A., Witte, T. K., Selby, E. A., Ribeiro, J. D., Lewis, R., & Rudd, M. D. (2009). Main predictions of the interpersonal–psychological theory of suicidal behavior: Empirical tests in two samples of young adults.. Journal of Abnormal Psychology, 118(3), 634-646. https://doi.org/10.1037/a0016500
King, C. D., Joyce, V. W., Kleiman, E. M., Buonopane, R. J., Millner, A. J., & Nash, C. C. (2019). Relevance of the interpersonal theory of suicide in an adolescent psychiatric inpatient population. Psychiatry Research, 281, 112590. https://doi.org/10.1016/j.psychres.2019.112590
Lloret-Segura, S., Ferreres-Traver, A., Hernández-Baeza, A., & Tomás-Marco, I. (2014). El análisis factorial exploratorio de los ítems: una guía práctica, revisada y actualizada. Anales de Psicología, 30(3), https://doi.org/10.6018/analesps.30.3.199361
Miles, J. & Shervin, M. (2011). Applying regression & correlation. A guide for students and researchers. Sage.
Merino, C., & Livia, J. (2009). Intervalos de confianza asimétricos para el índice la validez de contenido: un programa Visual Basic para la V de Aiken. Annals of Psychology, 25(1), 169–171. https://revistas.um.es/analesps/article/view/71631
Organización Mundial de la Salud [OMS]. (17 de junio de 2021). Suicidio. https://www.who.int/es/news-room/fact-sheets/detail/suicide
Pardo-Merino, A. & Ruiz-Díaz, M. A. (2005). Data analysis with SPSS 13 base. McGraw-Hill
Pituch, K.A. and Stevens, J.P. (2016) Applied Multivariate Statistics for the Social Sciences. Routledge.
Rangel-Villafaña, J. N., Silva, C., & Jurado Cárdenas, S. (2023). Spanish Validation of the Interpersonal Needs Questionnaire and the Acquired Capability for Suicide Scale Among Mexican University Students. Revista Internacional de Investigación en Adicciones, 9(1), 22-27. https://doi.org/10.28931/riiad.2023.1.03
Ribeiro, J. D., Witte, T. K., Van Orden, K. A., Selby, E. A., Gordon, K. H., Bender, T. W., & Joiner, T. E. (2014). Fearlessness about death: The psychometric properties and construct validity of the revision to the Acquired Capability for Suicide Scale. Psychological Assessment, 26(1), 115-126. https://doi.org/10.1037/a0034858
Rimkeviciene, J., Hawgood, J., O’Gorman, J., & De Leo, D. (2017). Construct Validity of the Acquired Capability for Suicide Scale: Factor Structure, Convergent and Discriminant Validity. Journal of Psychopathology and Behavioral Assessment, 39(2), 291-302. https://doi.org/10.1007/s10862-016-9576-4
Rogers, M. L., Bauer, B. W., Gai, A. R., Duffy, M. E., & Joiner, T. E. (2021). Examination of measurement invariance of the Acquired Capability for Suicide Scale. Psychological Assessment, 33(5), 464-470. https://doi.org/10.1037/pas0000998
Silva, C., Hurtado, G., Hartley, C., Rangel, J. N., Hovey, J. D., Pettit, J. W., Chorot, P., Valiente, R. M., Sandín, B., & Joiner, T. E. (2018). Spanish translation and validation of the Interpersonal Needs Questionnaire. Psychological Assessment, 30(10), e21-e37. https://doi.org/10.1037/pas0000643
Simms, L. J., Zelazny, K., Williams, T. F., & Bernstein, L. (2019). Does the number of response options matter? Psychometric perspectives using personality questionnaire data. Psychological Assessment, 31(4), 557-566. https://doi.org/10.1037/pas0000648
Stewart, J. G., Kim, J. C., Esposito, E. C., Gold, J., Nock, M. K., & Auerbach, R. P. (2015). Predicting suicide attempts in depressed adolescents: Clarifying the role of disinhibition and childhood sexual abuse. Journal of Affective Disorders, 187, 27-34. https://doi.org/10.1016/j.jad.2015.08.034
Valdez-Santiago, R., Villalobos, A., Arenas-Monreal, L., González-Forteza, C., Hermosillo-de-la-Torre, A. E., Benjet, C., & Wagner, F. A. (2021). Comparative Analysis of Lifetime Suicide Attempts among Mexican Adolescents, over the Past 12 Years. International Journal of Environmental Research and Public Health, 18(10), 5419. https://doi.org/10.3390/ijerph18105419
Van Orden, K. A. (2015). The Interpersonal Theory of Suicide: A useful theory? In D. A. Lamis & N. J. Kaslow (Eds.), Advancing the science of suicidal behavior: Understanding and intervention (pp. 41–52). Nova Science Publishers.
Van Orden, K. A., Witte, T. K., Cukrowicz, K. C., Braithwaite, S. R., Selby, E. A., & Joiner, T. E. (2010). The interpersonal theory of suicide.. Psychological Review, 117(2), 575-600. https://doi.org/10.1037/a0018697
Van Orden, K. A., Witte, T. K., Gordon, K. H., Bender, T. W., & Joiner, T. E. (2008). Suicidal desire and the capability for suicide: Tests of the interpersonal-psychological theory of suicidal behavior among adults. Journal of Consulting and Clinical Psychology, 76(1), 72-83. https://doi.org/10.1037/0022-006x.76.1.72
Wachtel, S., Siegmann, P., Ocklenburg, C., Hebermehl, L., Willutzki, U., & Teismann, T. (2015). Acquired Capability for Suicide, Pain Tolerance, and Fearlessness of Pain—Validation of the Pain Tolerance Scale of the German Capability for Suicide Questionnaire. Suicide and Life-Threatening Behavior, 45(5), 541-555. https://doi.org/10.1111/sltb.12149
Wachtel, S., Vocks, S., Edel, M., Nyhuis, P., Willutzki, U., & Teismann, T. (2014). Validation and psychometric properties of the German Capability for Suicide Questionnaire. Comprehensive Psychiatry, 55(5), 1292-1302. https://doi.org/10.1016/j.comppsych.2014.03.008
Wagemakers, S. H., Van der Velden, J. M., Gerlich, A. S., Hindriks-Keegstra, A. W., Van Dijk, J. F. M. & Verhoeff, J. J. C. (2019). A Systematic Review of Devices and Techniques that Objectively Measure Patients' Pain. Pain Physician, 22(1), 1-13. PMID: 30700064.
Witte, T. K., Merrill, K. A., Stellrecht, N. E., Bernert, R. A., Hollar, D. L., Schatschneider, C., & Joiner, T. E. (2008). “Impulsive” youth suicide attempters are not necessarily all that impulsive. Journal of Affective Disorders, 107(1-3), 107-116. https://doi.org/10.1016/j.jad.2007.08.010
Yöyen, E., & Keleş, M. (2024). First- and Second-Generation Psychological Theories of Suicidal Behaviour. Behavioral Sciences, 14(8), 710. https://doi.org/10.3390/bs14080710
Argimon-Pallás, J. M. y Jiménez-Villa, J. (2013). Métodos de investigación clínica y epidemiológica (4th ed.). Elsevier.
Calleja, N., Reskala Sánchez, F. S., Rivera-Fong, L. & Buenrostro Mercado, D. (2019). Effect of the number of answer choices in the psychometric properties of four psychosocial scales. Journal of Psychology and Behavioral Sciences of the UACJS (2007-1833), 10(2), 100-113.
Charter, R. A. (2003). A Breakdown of Reliability Coefficients by Test Type and Reliability Method, and the Clinical Implications of Low Reliability. The Journal of General Psychology, 130(3), 290-304. https://doi.org/10.1080/00221300309601160
DeVellis, R. F. (2017). Scale Development, Theory and Applications. Sage.
Fonseca-Pedrero, E., Paíno-Piñeiro, M., Lemos-Giráldez, S., Villazón-García, Ú., & Muñiz, J. (2009). Validation of the Schizotypal Personality Questionnaire—Brief Form in adolescents. Schizophrenia Research, 111(1-3), 53-60. https://doi.org/10.1016/j.schres.2009.03.006
Furr, R. M. (2018). Psychometrics. An Introduction (3rd ed.). Sage publications.
Grande, I., & Abascal, E. (2017). Fundamentos y técnicas de investigación comercial (13th ed.). Esic.
Merino, C., & Livia, J. (2009). Intervalos de confianza asimétricos para el índice la validez de contenido: Un programa Visual Basic para la V de Aiken. Anales de Psicología, 25(1), 169–171. https://revistas.um.es/analesps/article/view/71631
Nolin, M. J., & Chandler, K. (1996). Use of cognitive laboratories and recorded interviews in the National Household Education Survey. National Center for Education Statistics.
Rangel Villafaña, J. N., Silva, C., & Jurado Cárdenas, S. (2023). Spanish Validation of the Interpersonal Needs Questionnaire and the Acquired Capability for Suicide Scale Among Mexican University Students. Revista Internacional de Investigación en Adicciones, 9(1), 22-27. https://doi.org/10.28931/riiad.2023.1.03
Simms, L. J., Zelazny, K., Williams, T. F., & Bernstein, L. (2019). Does the number of response options matter? Psychometric perspectives using personality questionnaire data.Psychological Assessment, 31(4), 557-566. https://doi.org/10.1037/pas0000648
Streiner, D. L., Norman, G. R., & Cairney, J. (2015). Health Measurement Scales: A practical guide to their development and use (5th ed.). Oxford University Press. https://doi.org/10.1093/med/9780199685219.001.0001