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Factorial Structure and Measurement Invariance of the PANAS in Spanish Older Adults

Published online by Cambridge University Press:  03 March 2015

José Buz ,
Diana Pérez-Arechaederra ,
Ramón Fernández-Pulido  and
David Urchaga
José Buz*
Affiliation:
Universidad de Salamanca (Spain)
Diana Pérez-Arechaederra
Affiliation:
Centro de Salud de la Alamedilla (Spain)
Ramón Fernández-Pulido
Affiliation:
Universidad de Salamanca (Spain)
David Urchaga
Affiliation:
Universidad Pontificia de Salamanca (Spain)
*
*Correspondence concerning this article should be addressed to José Buz. Universidad de Salamanca. Paseo de Canalejas, 169. 37008. Salamanca (Spain). Phone: +34–923294500. E-mail: [email protected]
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Abstract

Developmental theories suggest age-related changes in the structure of affect. Paradoxically, the internal structure of the Positive and Negative Affect Schedule (PANAS; Watson, Clark, & Tellegen, 1988) has not been tested in Spanish older adults by means of confirmatory factor analysis (CFA) despite it is the most widely used measure of emotional well-being in later life. The aim of this study was to examine competing models of the internal structure of the Spanish version of the PANAS, its measurement invariance, reliability, and external validity. Participants were a representative sample of 585 community-dwelling people aged 60 and over, who also completed depression, loneliness and life satisfaction measures. Results showed that the orthogonal two-factor model with correlated errors (RMSEA = .057, 90% CI [.051, .063], SRMR = .084, CFI = .97, NNFI = .97) was the best fitting solution. Measurement invariance analyses confirmed that the two-independent factor structure can be used across young-old and very old people, as well as in both males and females. It showed good reliability (PA: α = .93, NA: α = .83), criterion, convergent and discriminant validity (p < .01). Our discussion highlights the role of age and culture in the experience and expression of emotions.

Keywords

affectsagingvalidationPANASSpain
Type
Research Article
Information
The Spanish Journal of Psychology , Volume 18 , 2015 , E3
Copyright
Copyright © Universidad Complutense de Madrid and Colegio Oficial de Psicólogos de Madrid 2015 

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References

Adams, G., Anderson, S. L., & Adonu, J. K. (2004). The cultural grounding of closeness and intimacy. In Haskek, D. & Aron, A. (Eds.), Handbook of closeness and intimacy (pp. 321–339). Mahwah, NJ: Lawrence Erlbaum Associates.Google Scholar
Atienza, F. L., Balaguer, I., & García-Merita, M. L. (2003). Satisfaction with life scale: Analysis of factorial invariance across sexes. Personality and Individual Differences, 35, 1255–1260. http://dx.doi.org/10.1016/S0191-8869(02)00332-X CrossRefGoogle Scholar
Buz, J. (1996). Mini-GDS 8: Una nueva versión breve para ancianos institucionalizados [Mini-GDS 8: A new short form for institutionalized older adults]. Geriatrika, 12, 41–45.Google Scholar
Buz, J., & Pérez-Arechaederra, D. (2014). Psychometric properties and measurement invariance of the Spanish version of the 11-item De Jong Gierveld loneliness scale. International Psychogeriatrics, 26, 1553–1564. http://dx.doi.org/10.1017/S1041610214000507 CrossRefGoogle Scholar
Carstensen, L. L., Isaacowitz, D. M., & Charles, S. T. (1999). Taking time seriously: A theory of socio-emotional selectivity. American Psychologist, 54, 165–181. http://dx.doi.org/10.1037//0003-066X.54.3.165 Google Scholar
Carstensen, L. L., Pasupathi, M., Mayr, U., & Nesselroade, J. R. (2000). Emotional experience in everyday life across the adult life span. Journal of Personality and Social Psychology, 79, 644–655. http://dx.doi.org/10.1037//0022-3514.79.4.644 CrossRefGoogle ScholarPubMed
Clark, L. A., & Watson, D. (1991). Tripartite model of anxiety and depression: Psychometric evidence and taxonomic implications. Journal of Abnormal Psychology, 100, 316–336. http://dx.doi.org/10.1037//0021-843X.100.3.316 Google Scholar
Crawford, J. R., & Henry, J. D. (2004). The positive and negative affect schedule (PANAS): Construct validity, measurement properties and normative data in a large non-clinical sample. British Journal of Clinical Psychology, 43, 245–265. http://dx.doi.org/10.1348/0144665031752934 CrossRefGoogle Scholar
Charles, S. T., & Carstensen, L. L. (2007). Emotion regulation and aging. In Gross, J. J. (Ed.), Handbook of emotion regulation (pp. 307–327). New York, NY: Guilford Press.Google Scholar
Charles, S. T., Luong, G., Almeida, D. M., Ryff, C., Sturn, M., & Love, G. (2010). Fewer ups and downs: Daily stressors mediate age differences in negative affect. Journal of Gerontology: Psychological Sciences, 65B, 279–286. http://dx.doi.org/10.1093/geronb/gbq002 Google Scholar
Charles, S. T., Reynolds, C. A., & Gatz, M. (2001). Age-related differences and change in positive and negative affect over 23 years. Journal of Personality and Social Psychology, 80, 136–151. http://dx.doi.org/10.1037//0022-3514.80.1.136 CrossRefGoogle ScholarPubMed
Chen, F. F. (2007). Sensitivity of goodness of fit indexes to lack of measurement invariance. Structural Equations Modeling, 14, 464–504. http://dx.doi.org/10.1080/10705510701301834 Google Scholar
Chen, F. F., Jing, Y., Hayes, A., & Lee, J. M. (2012). Two concepts of two approaches? A bifactor analysis of psychological and subjective well-being. Journal of Happiness Studies. http://dx.doi.org/10.1007/s10902-012-9367-x Google Scholar
Cheung, G. W., & Rensvold, R. B. (2002). Evaluating goodness-of-fit indexes for testing measurement invariance. Structural Equation Modeling, 9, 233–255. http://dx.doi.org/10.1207/S15328007SEM0902_5 Google Scholar
Delgado, A. R. (2009). Spanish basic emotion words are consistently ordered. Quality and Quantity, 43, 509–517. http://dx.doi.org/10.1007/s11135-007-9121-3 CrossRefGoogle Scholar
De Jong Gierveld, J., & Kamphuis, F. H. (1985). The development of a Rasch-type loneliness scale. Applied Psychological Measurement, 9, 289–299. http://dx.doi.org/10.1177/014662168500900307 Google Scholar
De Jong Gierveld, J., & Tilburg, Van, , T. G. (2011). Manual of the loneliness scale 1999 (Updated from the printed version). Retrieved from http://home.fsw.vu.nl/TG.van.Tilburg/manual_loneliness_scale_1999.html Google Scholar
Diener, E. (2009). SWLS Translations. Illinois, IL: University of Illinois at Urbana Champagne.Google Scholar
Diener, E., Emmons, R., Larsen, J., & Griffin, S. (1985). The Satisfaction with Life Scale. Journal of Personality Assessment, 49, 71–75. http://dx.doi.org/10.1207/s15327752jpa4901_13 Google Scholar
Diener, E., & Suh, E. M. (1999). National differences in subjective well-being. In Kanneman, D., Diener, E., & Schwarz, N. (Eds.), Well-being: The foundations of hedonic psychology. (pp.145–156). New York, NY: Russell Sage Foundation.Google Scholar
Diener, E., Suh, E. M., Lucas, R. E., & Smith, H. L. (1999). Subjective well-being: Three decades of progress. Psychological Bulletin, 125, 276–302. http://dx.doi.org/10.1037//0033-2909.125.2.276 Google Scholar
Ebesutani, C., Smith, A., Bernstein, A., Chorpita, B. F., Higa-McMillan, C., & Nakamura, B. (2011). A bifactor model of negative affectivity: Fear and distress components among younger and older youth. Psychological Assessment, 23, 679–691. http://dx.doi.org/10.1037/a0023234 Google Scholar
Gaudreau, P., Sanchez, X., & Blondin, J. P. (2006). Positive and negative affective states in a performance-related setting: Testing the factorial structure of the PANAS across two samples of French-Canadian participants. European Journal of Psychological Assessment, 22, 240–249. http://dx.doi.org/10.1027/1015-5759.22.4.240 Google Scholar
Godoy-Izquierdo, D., Moreno, R., Pérez, M. L., Serrano, F., & García, J. F. (2013). Correlates of happiness among older Spanish institutionalized and non-institutionalized adults. Journal of Happiness Studies. 14, 389–414. http://dx.doi.org/10.1007/s10902-012-9335-5 Google Scholar
Hilleras, P. K., Jorm, A. F., Herlitz, A., & Winblad, B. (1998). Negative and positive affect among the very old: A survey on a sample age 90 years or older. Research on Aging, 20, 593–610. http://dx.doi.org/10.1177/0164027598205003 Google Scholar
Izard, C. E. (1977). Human emotions. New York, NY: Plenum.Google Scholar
Joiner, T. E. Jr., Sandin, B., Chorot, P., Lostao, L., & Marquina, G. (1997). Development and factor analytic validation of the SPANAS among women in Spain: (More) cross-cultural convergence in the structure of mood. Journal of Personality Assessment, 68, 600–615. http://dx.doi.org/10.1207/s15327752jpa6803_8 Google Scholar
Jöreskog, K. G., & Sörbom, D. (1996). Structural equation modeling. Chicago, IL: Workshop NORC Social Science Research Professional Development Training Sessions.Google Scholar
Kercher, K. (1992). Assessing subjective well-being in the old-old: The PANAS as a measure of orthogonal dimensions of positive and negative affect. Research on Aging, 14, 131–168. http://dx.doi.org/10.1177/0164027592142001 Google Scholar
Kunzmann, U. (2008). Differential age trajectories of positive and negative affect: Further evidence from the Berlin Aging Study. The Journals of Gerontology: Series B: Psychological Sciences and Social Sciences, 63, 261–270. http://dx.doi.org/10.1093/geronb/63.5.P261 Google Scholar
Labouvie-Vief, G., & Medler, M. (2002). Affect optimization and affect complexity: Modes and styles of regulation in adulthood. Psychology and Aging, 17, 571–588. http://dx.doi.org/10.1037//0882-7974.17.4.571 Google Scholar
Lim, Y. J., Yu, B. H., Kim, D. K., & Kim, J. H. (2010). The positive and negative affect schedule: Psychometric properties of the Korean version. Psychiatry Investigation, 7, 163–169. http://dx.doi.org/10.4306/pi.2010.7.3.163 Google Scholar
Lorenzo-Seva, U., & Ferrando, P. J. (2006). FACTOR: A computer program to fit the exploratory factor analysis model. Behavioral Research Methods, Instruments and Computers, 38, 88–91. http://dx.doi.org/10.3758/BF03192753 Google Scholar
Mackinnon, A., Jorm, A. F., Christensen, H., Korten, A. E., Jacomb, P. A., & Rodgers, B. (1999). A short form of the Positive and Negative Affect Schedule: Evaluation of factorial validity and invariance across demographic variables in a community sample. Personality and Individual Differences, 27, 405–416. http://dx.doi.org/10.1016/S0191-8869(98)00251-7 Google Scholar
Márquez-González, M., Izal, M., Montorio, I., & Losada, A. (2008). Experiencia y regulación emocional a lo largo de la etapa adulta del ciclo vital: Análisis comparativo en tres grupos de edad [Experience and emotional regulation during the adult stage of the life cycle: Comparative analysis in three groups of age]. Psicothema, 20, 616–622.Google Scholar
Merz, E. L., Malcarne, V. L., Roesch, S. C., Ko, C. M., Emerson, M., Roma, V. G., & Sadler, G. R. (2013). Psychometric properties of Positive and Negative Affect Schedule (PANAS) original and short forms in an African American community simple. Journal of Affective Disorders, 151, 942–949. http://dx.doi.org/10.1016/j.jad.2013.08.011 Google Scholar
Merz, E. L., & Roesch, S. C. (2011). Modeling trait and state variation using multilevel factor analysis with PANAS daily diary data. Journal of Research in Personality, 45, 2–9. http://dx.doi.org/10.1016/j.jrp.2010.11.003 Google Scholar
Mesquita, B. (2001). Emotions in collectivist and individualist contexts. Journal of Personality and Social Psychology, 80, 68–74. http://dx.doi.org/10.1037/0022-3514.80.1.68 Google Scholar
Moriondo, M., Palma, P., Medrano, L. A., & Murillo, P. (2012). Adaptación de la Escala de Afectividad Positiva y Negativa (PANAS) a la población de adultos de la ciudad de Córdoba: Análisis psicométricos preliminares [Adaptation of the Positive and Negative Affect Scale (PANAS) to the adult population in the city of Córdoba: Preliminary psychometric analysis]. Universitas Psychologica, 11, 187–196.Google Scholar
Mroczek, D. K., & Kolarz, C. M. (1998). The effect of age on positive and negative affect: A developmental perspective on happiness. Personality and Social Psychology, 75, 1333–1349. http://dx.doi.org/10.1037//0022-3514.75.5.1333 Google Scholar
Nolla, M. C., Queral, R., & Miró, J. (2014). Las escalas PANAS de afecto positivo y negativo: Nuevos datos de su uso en personas mayores [The PANAS scales of positive affect and negative affect: New data in Spanish older adults]. Revista de Psicopatología y Psicología Clínica, 19, 15–21.CrossRefGoogle Scholar
Pinquart, M. (2001). Age differences in perceived positive affect, negative affect, and affect balance in middle and old age. Journal of Happiness Studies, 2, 375–405.Google Scholar
Pires, P., Filgueiras, A., Ribas, R., & Santana, C. (2013). Positive and negative affect schedule: Psychometric properties for the Brazilian Portuguese version. The Spanish Journal of Psychology, 16, E58. http://dx.doi.org/10.1017/sjp.2013.60 Google Scholar
Ready, R. E., Akerstedt, A. M., & Mroczek, D. K. (2012). Emotional complexity and emotional well-being in older adults: Risk of high neuroticism. Aging & Mental Health, 16, 17–26. http://dx.doi.org/10.1080/13607863.2011.602961 Google Scholar
Ready, R. E., Vaidya, J. G., Watson, D., Latzman, R. D., Koffel, E. A., & Clark, L. A. (2011). Age-group differences in facets of positive and negative affect. Aging & Mental Health, 15, 784–795. http://dx.doi.org/10.1080/13607863.2011.562184 CrossRefGoogle ScholarPubMed
Ready, R. E., Weinberger, M. I., & Jones, K. M. (2007). How happy have you felt lately? Two diary studies of emotion recall in older and younger adults. Cognition and Emotion, 21, 728–757. http://dx.doi.org/10.1080/02699930600948269 CrossRefGoogle Scholar
Röcke, C., Li, S. C., & Smith, J. (2009). Intraindividual variability in positive and negative affect over 45 days: Do older adults fluctuate less than young adults? Psychology and Aging, 24, 863–878. http://dx.doi.org/10.1037/a0016276 Google Scholar
Rodríguez, C., & Church, A. T. (2003). The structure and personality correlates of affect in México: Evidence of cross-cultural comparability using the Spanish language. Journal of Cross-Cultural Psychology, 34, 211–230. http://dx.doi.org/10.1177/0022022102250247 Google Scholar
Sandin, B., Chorot, P., Lostao, L., Joiner, T. E., Santed, M. A., & Valiente, R. M. (1999). The PANAS scales of positive and negative affect: Factor analytic validation and cross-cultural convergence. Psicothema, 11, 37–51.Google Scholar
Satorra, A., & Bentler, P. M. (2001). A scaled difference chi-square test statistic for moment structure analysis. Psychometrika, 66, 507–514. http://dx.doi.org/10.1007/BF02296192 Google Scholar
Schimmack, U., Oishi, S., & Diener, E. (2002). Cultural influences on the relation between pleasant emotions and unpleasant emotions: Asian dialectic philosophies or individualism-collectivism. Cognition & Emotion, 16, 705–719. http://dx.doi.org/10.1080/02699930143000590 CrossRefGoogle Scholar
Terracciano, A., McCrae, R. R., & Costa, P. T. Jr. (2003). Factorial and construct validity of the Italian Positive and Negative Affect Schedule (PANAS). European Journal of Psychological Assessment, 19, 131–141. http://dx.doi.org/10.1027//1015-5759.19.2.131 CrossRefGoogle ScholarPubMed
Thompson, E. R. (2007). Development and validation of an internationally reliable short-form of the Positive and Negative Affect Schedule (PANAS). Journal of Cross-Cultural Psychology, 38, 227–242. http://dx.doi.org/10.1177/0022022106297301 Google Scholar
Tuccitto, D. E., Giacobbi, P. R. Jr., & Leite, W. L. (2010). The internal structure of positive and negative affect: A confirmatory factor analysis of the PANAS. Educational and Psychological Measurement, 70, 125–141. http://dx.doi.org/10.1177/0013164409344522 CrossRefGoogle Scholar
Vandenberg, R. J., & Lance, C. E. (2000). A review and synthesis of the measurement invariance literature: Suggestions, practices, and recommendations for organizational research. Organizational Research Methods, 3, 4–70. http://dx.doi.org/10.1177/109442810031002 Google Scholar
Villodas, F., Villodas, M. T., & Roesch, S. (2011). Examining the factor structure of the positive and negative affect schedule (PANAS) in a multiethnic sample of adolescents. Measurement and Evaluation in Counseling and Development, 44, 193–203. http://dx.doi.org/10.1177/0748175611414721 CrossRefGoogle Scholar
Vogel, N., Schilling, O. K., Wahl, H. W., Beekman, A. T. F., & Penninx, B. W. (2012). Time-to-death-related change in positive and negative affect among older adults approaching the end of life. Psychology and Aging. 28, 128–141. http://dx.doi.org/10.1037/a0030471 CrossRefGoogle ScholarPubMed
Watson, D., Clark, L. A., & Tellegen, A. (1988). Development and validation of brief measures of positive and negative affect: The PANAS scales. Journal of Personality and Social Psychology, 54, 1063–1070. http://dx.doi.org/10.1037//0022-3514.54.6.1063 Google Scholar
Watson, D., & Tellegen, A. (1985). Toward a consensual structure of mood. Psychological Bulletin, 98, 219–235. http://dx.doi.org/10.1037//0033-2909.98.2.219 Google Scholar
Watson, D., Wiese, D., Vaidya, J., & Tellegen, A. (1999). The two general activation systems of affect: Structural findings, evolutionary considerations and psychobiological evidence. Journal of Personality and Social Psychology, 76, 820–838. http://dx.doi.org/10.1037//0022-3514.76.5.820 CrossRefGoogle Scholar
Windsor, T. D., & Anstey, K. J. (2010). Age differences in psychological predictors of positive and negative affect: A longitudinal investigation of young, midlife, and older adults. Psychology & Aging, 25, 641–652. http://dx.doi.org/10.1037/a0019431 Google Scholar
Yesavage, J. A., Brink, T. L., Rose, T. L., Lum, O., Huang, V., Adey, M., & Leirer, V. O. (1982). Development and validation of a geriatric depression screening scale: A preliminary report. Journal of Psychiatric Research, 17, 37–39. http://dx.doi.org/10.1016/0022-3956(82)90033-4 Google Scholar
Zevon, M. A., & Tellegen, A. (1982). The structure of mood change: An idiographic/nomothetic analysis. Journal of Personality and Social Psychology, 43, 111–122. http://dx.doi.org/10.1037//0022-3514.43.1.111 Google Scholar