Titulo:
Evaluación del estrés percibido: estructura factorial y análisis de ítems del PSS-10
.
Sumario:
El estrés ha demostrado ser un tema de investigación importante en las últimas décadas, dada su influencia enla salud física y mental. Como forma de evaluar este constructo, la Escala de Estrés Percibido de 10 Ítems (PSS-10)ha sido la medida más utilizada. El presente estudio se realizó considerando las preguntas que aún están presentes sobre la estructura factorial del instrumento y la escasez de estudios enfocados en el análisis de ítems con lapoblación brasileña. Con base en los resultados de 4.970 brasileños, de ambos sexos, con una edad promedio de31.3 años (DE = 11. 89), de las cinco regiones de Brasil, el análisis factorial confirmatorio indicó un buen ajuste delmodelo unidimensional. Posteriormente, la teoría de respuesta al ítem in... Ver más
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Acta Colombiana de Psicología - 2024
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UNIVERSIDAD CATÓLICA DE COLOMBIA |
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Colombia |
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Acta Colombiana de Psicología |
| title |
Evaluación del estrés percibido: estructura factorial y análisis de ítems del PSS-10 |
| spellingShingle |
Evaluación del estrés percibido: estructura factorial y análisis de ítems del PSS-10 Santos Vitti, Laís Nakano, Tatiana Faro, André Baptista, Makilim Nunes Vasconcelos, Matheus Macena Stress psychological assessment item response theory Estrés evaluación psicológica teoría de la respuesta al ítem |
| title_short |
Evaluación del estrés percibido: estructura factorial y análisis de ítems del PSS-10 |
| title_full |
Evaluación del estrés percibido: estructura factorial y análisis de ítems del PSS-10 |
| title_fullStr |
Evaluación del estrés percibido: estructura factorial y análisis de ítems del PSS-10 |
| title_full_unstemmed |
Evaluación del estrés percibido: estructura factorial y análisis de ítems del PSS-10 |
| title_sort |
evaluación del estrés percibido: estructura factorial y análisis de ítems del pss-10 |
| title_eng |
Perceived Stress Assessment: Factor Structure and Item Analysis of the PSS-10 |
| description |
El estrés ha demostrado ser un tema de investigación importante en las últimas décadas, dada su influencia enla salud física y mental. Como forma de evaluar este constructo, la Escala de Estrés Percibido de 10 Ítems (PSS-10)ha sido la medida más utilizada. El presente estudio se realizó considerando las preguntas que aún están presentes sobre la estructura factorial del instrumento y la escasez de estudios enfocados en el análisis de ítems con lapoblación brasileña. Con base en los resultados de 4.970 brasileños, de ambos sexos, con una edad promedio de31.3 años (DE = 11. 89), de las cinco regiones de Brasil, el análisis factorial confirmatorio indicó un buen ajuste delmodelo unidimensional. Posteriormente, la teoría de respuesta al ítem indicó residuos adecuados (infit y outfit)para todos los ítems y valores satisfactorios de correlación ítem-theta. La precisión de la escala fue α =.89. Cuatroítems mostraron funcionamiento diferencial para la variable género, tres a favor de los hombres. El análisis permitió identificar los pensamientos y sentimientos que más diferencian a los individuos con un alto nivel de estréspercibido, agregando evidencia de validez al instrumento para su uso en la población brasileña.
|
| description_eng |
Stress has proved to be an important research topic in recent decades, given its influence on physical and mental health. As a way of evaluating this construct, the 10-Item Perceived Stress Scale (PSS-10) has been the most used measure. The present study was conducted considering the questions that are still present concerning the factorial structure of the instrument and the scarcity of studies focused on item analysis with the Brazilian population. Based on the results of 4.970 Brazilians of both sexes, with an average age of 31.3 years (SD = 11.89), from the five regions of Brazil, the confirmatory factor analysis indicated good fit of the one-dimensional model. Subsequently, the item response theory indicated adequate residuals (infit and outfit) for all items and satisfactory item-theta correlation values. The scale precision was α = .89. Four items showed differential functioning for the gender variable, three in favor of men. The analysis made it possible to identify the thoughts and feelings that most differentiate individuals with a high level of perceived stress, adding evidence of validity to the instrument for use in the Brazilian population.
|
| author |
Santos Vitti, Laís Nakano, Tatiana Faro, André Baptista, Makilim Nunes Vasconcelos, Matheus Macena |
| author_facet |
Santos Vitti, Laís Nakano, Tatiana Faro, André Baptista, Makilim Nunes Vasconcelos, Matheus Macena |
| topic |
Stress psychological assessment item response theory Estrés evaluación psicológica teoría de la respuesta al ítem |
| topic_facet |
Stress psychological assessment item response theory Estrés evaluación psicológica teoría de la respuesta al ítem |
| topicspa_str_mv |
Estrés evaluación psicológica teoría de la respuesta al ítem |
| citationvolume |
27 |
| citationissue |
1 |
| citationedition |
Núm. 1 , Año 2024 :Acta Colombiana de Psicología |
| publisher |
Universidad Católica de Colombia |
| ispartofjournal |
Acta Colombiana de Psicología |
| source |
https://actacolombianapsicologia.ucatolica.edu.co/article/view/4014 |
| language |
eng |
| format |
Article |
| rights |
http://creativecommons.org/licenses/by-nc-sa/4.0 Acta Colombiana de Psicología - 2024 Esta obra está bajo una licencia internacional Creative Commons Atribución-NoComercial-CompartirIgual 4.0. info:eu-repo/semantics/openAccess http://purl.org/coar/access_right/c_abf2 |
| references_eng |
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Journal of Health Psychology, 24(5), 628–639. https://doi.org/10.1177/1359105316684938 Brown, T. (2006). Confirmatory factor analysis for applied research. Guilford Publications. Byrne, B. M. (2010). Structural equation modeling with AMOS: Basic concepts, applications, and programming (2nd ed). Routledge. Calderón Carvajal, C., Gómez, N., López, F., Otárola, N., & Briceño, M. (2017). Estructura factorial de la Escala de Estrés Percibido (PSS) en una muestra de trabajadores chilenos. Salud & Sociedad, 8(3), 218-226. https:// revistaderecho.ucn.cl/index.php/saludysociedad/article/view/2649 Chen, F. F. (2007). Sensitivity of goodness of fit indexes to lack of measurement invariance. Structural Equation Modeling, 14(3), 464-504. https://doi.org/10.1080/10705510701301834 Dao-Tran, T., Anderson, D., & Seib, C. (2017). The Vietnamese version of the Perceived Stress Scale (PSS-10): Translation equivalence and psychometric properties among older women. 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Indian Journal of Health and Wellbeing, 12(3), 386-390. https://www. proquest.com/docview/2593671014?pq-origsite=gscholar&fromopenview=true Juárez-García, A., Merino-Soto, C., Brito-Ortiz, J.F., Nava-Gómez, M. E., Monroy-Castillo, A. (2023). Is it the perceived stress scale (PSS) Undimimensional and invariant? A Bifactor analysis in Mexican adults. Current Psychology, 42, 7252–7266. https://doi.org/10.1007/s12144-021-02067-x Katus, L., Foley, S., Murray, A.L., Bao-Yen Luong-Thanh, Taut, D., Baban, A., Madrid, B., Fernando, A. D., Sikander, S., Ward, C. L., Osafo, J., Marlow, M., Toit, S. D., Walker, S., Vo, T. V., Fearon, P., Valdebenito, S., Eisner, M. P., & Hughes, C. (2022). Perceived stress during the prenatal period: assessing measurement invariance of the Perceived Stress Scale (PSS-10) across cultures and birth parity. Archives of Women’s Mental Health, 25, 633–640. https://doi.org/10.1007/s00737-022-01229-5 Klein, E. M., Brähler, E., Dreier, M., Reinecke, L., Müller, K. W., Schmutzer, G., Wölfling, K., & Beutel, M. E. (2016). The German version of the Perceived Stress Scale – Psychometric characteristics in a representative German community sample. BMC Psychiatry, 16, Article 159. https://doi.org/10.1186/s12888-016-0875-9 Lee, B. (2023). Measurement invariance of the Perceived Stress Scale-10 across gender in Korean university students. International Journal of Mental Health, 52(1), 70-83. https://doi.org/10.1080/00207411.2022.2046924 Lee, B., & Jeong, H. I (2019). Construct validity of the Perceived Stress Scale (PSS-10) in a sample of early childhood teacher candidates. Psychiatry and Clinical Psychopharmacology, 29(1), 76-82. http://doi.org/10.1080/2 4750573.2019.1565693 Lee, D. Y, Kim, E., & Choi, M. H. (2015). Technical and clinical aspects of cortisol as a biochemical marker of chronic stress. BMB Reports, 48(4), 209-216. https://doi.org/10.5483/bmbrep.2015.48.4.275 Linacre, J. M. (2015). A user’s guide to winsteps ministep: Rasch-model computer programs. WINSTEPS. http://www. winsteps.com Linacre, J. M., & Wright, B. D. (2002). Construction of measures from many-facet data. Journal of Applied Measurement, 3(4), 486-512. https://pubmed.ncbi.nlm.nih.gov/12486312 Liu, X., Zhao, Y., Li, J., Dai, J., Wang, X., & Wang, S. (2020). Factor structure of the 10-item perceived stress scale and measurement invariance across genders among Chinese adolescents. Frontiers in psychology, 11, Article 537. https://doi.org/10.3389/fpsyg.2020.00537 Luft, C. B., Sanches, S. O., Mazo, G. Z., & Andrade, A. (2007). Versão brasileira da Escala de Estresse Percebido: Tradução e validação para idosos. Revista de Saúde Pública, 41(4), 606-615. https://doi.org/10.1590/S0034- 89102007000400015 Machado, W. L., Damásio, B. F., Borsa, J. C., & Silva, J. P. (2014). Dimensionalidade da Escala de Estresse Percebido (Perceived Stress Scale, PSS-10) em uma amostra de professores. Psicologia: Reflexão e Crítica, 27(1), 38-43. https://doi.org/10.1590/S0102-79722014000100005 Makhubela, M. (2020). Assessing psychological stress in South African university students: Measurement validity of the perceived stress scale (PSS-10) in diverse populations. Current Psychology: A Journal for Diverse Perspectives on Diverse Psychological Issues, 41(5), 2802-2809. https://doi.org/10.1007/s12144-020-00784-3 Manzar, M. D., Salahuddin, M., Peter, S., Alghadir, A., Anwer, S., Bahammam, A. S., & Pandi-Perumal, S. R. (2019). Psychometric properties of the perceived stress scale in Ethiopian university students. BMC Public Health, 19, Article 41. https://doi.org/10.1186/s12889-018-6310-z Maroufizadeh, S., Foroudifard, F., Navid, B., Ezabadi, Z., Sobati, B., & Omani-Samani, R. (2018). The Perceived Stress Scale (PSS-10) in women experiencing infertility: A reliability and validity study. 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Self-perceived stress in relation to anxiety, depression and health-related quality of life among health professions students: A cross-sectional study from Bosnia and Herzegovina. Slovenian Journal of Public Health, 56(4), 251-259. http://doi. org/10.1515/sjph-2017-0034 Reis, D., Lehr, D., Heber, E., & Ebert, D. D. (2019). The German version of the Perceived Stress Scale (PSS-10): Evaluation of dimensionality, validity, and measurement invariance with exploratory and confirmatory bifactor modeling. Assessment, 26(7), 1246-1259. https://doi.org/10.1177/1073191117715731 Reis, R. S., Hino, A. A. F., & Rodriguez-Anez, C. R. (2010). Perceived Stress Scale: Reliability and validity study in Brazil. Journal of Health Psychology, 15(1), 107-114. https://doi.org/10.1177/1359105309346343 Reyna, C., Mola, D. J., & Correa, P. S. (2019). Escala de Estrés Percibido: Análisis psicométrico desde la TCT y la TRI Perceived Stress Scale: Psychometric analysis from CTT and IRT. Ansiedad y Estrés, 25(2), 138-147. https:// doi.org/10.1016/j.anyes.2019.04.003 Rossel, 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 Ruisoto, P., López-Guerra, V. M., Paladines, M. B., Vaca, S. L., & Cacho, R. (2020). Psychometric properties of the three versions of the Perceived Stress Scale in Ecuador. Physiology & Behavior, 224, Article 113045. https:// doi.org/10.1016/j.physbeh.2020.113045 Santiago, P. H. R., Roberts, R., Smithers, L. G., & Jamieson, L. (2019). Stress beyond coping? A Rasch analysis of the Perceived Stress Scale (PSS-14) in an Aboriginal population. Plos One, 14(5), Article e0216333. https:// doi.org/10.1371/journal.pone.0216333 Schweizer, K. (2010). Some guidelines concerning the modeling of traits and abilities in test construction. European Journal of Psychological Assessment, 26(1), 1-2. https://doi.org/10.1027/1015-5759/a000001 Smith, E. V. (2004). Detecting and evaluating the impact of multidimensionality using the fit statistics and principal component analysis of residuals. In E. V. Smith & R. M. Smith (Eds.), Introduction to Rasch measurement: Theory, models and applications (pp. 575-600). JAM Press. Tabachnick, B. G., & Fidell, L. S. (2013). Using Multivariate Statistics. Harper & Row. Teresi, J. A., Ocepek-Welikson, K., Ramirez, M., Kleinman, M., Ornstein, K., Siu, A., & Luchsinger, J. (2020). Evaluation of the measurement properties of the Perceived Stress Scale (PSS) in Hispanic caregivers to patients with Alzheimer’s disease and related disorders. International Psychogeriatrics, 32(9), 1073-1084. https://doi.org/10.1017/S1041610220000502 Tsegaye, B.S., Andegiorgish, A.K., Amhare, A.F., Hailu, H. B. (2022). Construct validity and reliability Amharic version of perceived stress scale (PSS-10) among Defense University students. BMC Psychiatry, 22, Article 691. https://doi.org/10.1186/s12888-022-04345-9 Wirtz, P.H., & von Känel, R. (2017). Psychological Stress, Inflammation, and Coronary Heart Disease. Psychological Aspects of Cardiovascular Diseases, 19, Article 111. https://doi.org/10.1007/s11886-017-0919-x Wright, B. D., & Linacre, J. M. (1994). Reasonable mean-square fit values. Rasch Measurement Transactions, 8, 370- 371. https://www.rasch.org/rmt/rmt83b.htm Yokokura, A. V. C. P., Silva, A. A. M., Fernandes, J. K. B., Del-Bem, C. M., Figueiredo, F. P., Barbieri, M. A., & Bettiol, H. (2017). Perceived Stress Scales: Confirmatory Factor Analysis of the PSS14 and PSS10 versions in two samples of pregnant women from BRISA cohort. Cadernos de Saúde Pública, 33(12), Article e00184615. http://doi.org/10.1590/0102-311X00184615 |
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Evaluación del estrés percibido: estructura factorial y análisis de ítems del PSS-10 Perceived Stress Assessment: Factor Structure and Item Analysis of the PSS-10 El estrés ha demostrado ser un tema de investigación importante en las últimas décadas, dada su influencia enla salud física y mental. Como forma de evaluar este constructo, la Escala de Estrés Percibido de 10 Ítems (PSS-10)ha sido la medida más utilizada. El presente estudio se realizó considerando las preguntas que aún están presentes sobre la estructura factorial del instrumento y la escasez de estudios enfocados en el análisis de ítems con lapoblación brasileña. Con base en los resultados de 4.970 brasileños, de ambos sexos, con una edad promedio de31.3 años (DE = 11. 89), de las cinco regiones de Brasil, el análisis factorial confirmatorio indicó un buen ajuste delmodelo unidimensional. Posteriormente, la teoría de respuesta al ítem indicó residuos adecuados (infit y outfit)para todos los ítems y valores satisfactorios de correlación ítem-theta. La precisión de la escala fue α =.89. Cuatroítems mostraron funcionamiento diferencial para la variable género, tres a favor de los hombres. El análisis permitió identificar los pensamientos y sentimientos que más diferencian a los individuos con un alto nivel de estréspercibido, agregando evidencia de validez al instrumento para su uso en la población brasileña. Stress has proved to be an important research topic in recent decades, given its influence on physical and mental health. As a way of evaluating this construct, the 10-Item Perceived Stress Scale (PSS-10) has been the most used measure. The present study was conducted considering the questions that are still present concerning the factorial structure of the instrument and the scarcity of studies focused on item analysis with the Brazilian population. Based on the results of 4.970 Brazilians of both sexes, with an average age of 31.3 years (SD = 11.89), from the five regions of Brazil, the confirmatory factor analysis indicated good fit of the one-dimensional model. Subsequently, the item response theory indicated adequate residuals (infit and outfit) for all items and satisfactory item-theta correlation values. The scale precision was α = .89. Four items showed differential functioning for the gender variable, three in favor of men. The analysis made it possible to identify the thoughts and feelings that most differentiate individuals with a high level of perceived stress, adding evidence of validity to the instrument for use in the Brazilian population. Santos Vitti, Laís Nakano, Tatiana Faro, André Baptista, Makilim Nunes Vasconcelos, Matheus Macena Stress psychological assessment item response theory Estrés evaluación psicológica teoría de la respuesta al ítem 27 1 Núm. 1 , Año 2024 :Acta Colombiana de Psicología Artículo de revista Journal article 2024-02-05T00:00:00Z 2024-02-05T00:00:00Z 2024-02-05 text/html application/pdf text/xml Universidad Católica de Colombia Acta Colombiana de Psicología 0123-9155 1909-9711 https://actacolombianapsicologia.ucatolica.edu.co/article/view/4014 10.14718/ACP.2024.27.1.4 https://doi.org/10.14718/ACP.2024.27.1.4 eng http://creativecommons.org/licenses/by-nc-sa/4.0 Acta Colombiana de Psicología - 2024 Esta obra está bajo una licencia internacional Creative Commons Atribución-NoComercial-CompartirIgual 4.0. 63 77 Ali, A. M., Hendawy, A. O., Ahmad, O., Al Sabbah, H., Smail, L., & Kunugi, H. (2021). The Arabic Version of the Cohen Perceived Stress Scale: Factorial Validity and Measurement Invariance. Brain Sciences, 11(4), Article 419. https://doi.org/10.3390/brainsci11040419 Ambiel, R. A. M., & Carvalho. L. F. (2017). Validade e precisão de instrumentos de Avaliação Psicológica. In M. R. C. Lins & J. C. Borsa (Orgs.), Avaliação Psicológica: aspectos teóricos e práticos (pp. 115-125). Vozes. Anwer, S., Manzar, M. D., Alghadir, A. H., Salahuddin, M. & Unaise, A. H. (2020). Psychometric Analysis of the Perceived Stress Scale Among Healthy University Students. Neuropsychiatric Disease and Treatment, 16, 2389-2396. http://doi.org/10.2147/NDT.S268582 Baik, S. H., Fox, R. S., Mills, S. D., Roesch, S. C., Sadler, G. R., Klonoff, E. A., & Malcarne, V. L. (2019). Reliability and validity of the perceived stress scale-10 in Hispanic Americans with English or Spanish language preference. Journal of Health Psychology, 24(5), 628–639. https://doi.org/10.1177/1359105316684938 Brown, T. (2006). Confirmatory factor analysis for applied research. Guilford Publications. Byrne, B. M. (2010). 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