Applying information theory to small groups assessmentemotions and well-being at work
- García Izquierdo, Antonio León 1
- Moreno, Blanca 1
- García Izquierdo, Mariano 2
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1
Universidad de Oviedo
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2
Universidad de Murcia
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ISSN: 1138-7416
Año de publicación: 2010
Volumen: 13
Número: 1
Páginas: 309-328
Tipo: Artículo
Otras publicaciones en: The Spanish Journal of Psychology
Resumen
En este artículo analizamos las relaciones entre las emociones y el bienestar en una muestra de trabajadores del sector aeronáutico, en concreto de tripulantes de cabina de pasajeros (TCP). De este modo respondemos al creciente papel que las emociones están teniendo en los riesgos psicosociales en el trabajo, de modo que pueden influir como agentes facilitadotes o como amortiguadores. Dado que la mayoría de las empresas en Europa poseen una plantilla media de pequeño tamaño, la aplicación de las técnicas paramétricas habituales presenta fuertes limitaciones a la hora de estimar los coeficientes que indican la relación entre las variables. En consecuencia, hemos optado por la aplicación del principio de la máxima entropía de la teoría de la información, que ha permitido obtener unas estimaciones óptimas sacando el máximo provecho a la escasa información disponible. Asimismo, los resultados son coherentes con la investigación previa, lo que comprueba su adecuación y hace que sea un procedimiento recomendable para los casos similares.
Referencias bibliográficas
- Audretsch, A., Thurik, R., Kwaak, T., & Bosma, N. (2003). Observatory of European small and medium enterprises. Luxembourg: Office for Official Publications of the European Communities.
- Baessler, J., & Schwarzer, R. (1996). Evaluación de la autoeficacia. Adaptación española de la Escala de Autoeficacia General. [Measuring generalized self-beliefs: A Spanish adaptation of the General Self-Efficacy scale]. Ansiedady Estrés, 2(1), 1-8.
- Bending, A. W., & Pittsburg, U. (1959). An application of information theory to a problem in multiple prediction. Psychological Newsletter, 10, 148-150.
- Bor, R., Field, G., & Scragg, P. (2002). The mental health of pilots: An Overview. Counselling Psychology Quarterly, 15(3), 239-256.
- Bozdogan, H. (2000). Akaike's information criterion and recent developments in information complexity. Journal of Mathematical Psychology, 44, 62-91.
- Brief, A. P., & Weiss, H. M. (2002). Organizational behavior: Affect in the workplace. Annual Review of Psychology, 53, 279-307.
- Brooke, A, Kendrick, D., & Meeraus, A. (1992) GAMS: a User's guide, release 2.25. South San Francisco CA: The Scientific Press.
- Brown, J., & Moren, B. (2003). Background emotional dynamics of crew resource management: Shame emotions and coping responses. The International Journal of Aviation Psychology, 13(3), 269-286.
- Brotheridge, C., & Grandey, A. (2002). Emotional labour and burn out: Comparing two perspectives of "people work". Journal of Vocational Behavior, 60, 17-39.
- Burnham, K., & Anderson, D. (2002). Model selection and multimodel inference. New York: Springer.
- Butcher, J. N. (2002). Assessing pilots with "the wrong stuff': A call for research on emotional health factors in commercial aviators. International Journal of Selection and Assessment, 10(1-2), 168-184.
- Buunk, B. P., Jonge, J., Ybema, J. F., & Wolff, C. J. (1998). Psychosocial aspects of occupational stress. In P. J. D. Drenth, H. Thierry & C. J. de Wolff (Eds.), Handbook of Work and Organizational psychology: Vol.2: Work Psychology (pp.145-182). East Sussex: Psychology Press.
- Carver, C. S., & Scheier, M. F (1999). Themes and issues in the self-regulation of behavior. In R S Wyer Jr.,( Ed.), Advances in social cognition: Vol.12. Perspectives on behavioral self-regulation, 1999, (pp. 1-105). Mahwah, N J: Lawrence Erlbaum Associates, Inc.
- Civitello, J. V. (1999). Perceived stress levels of members of United States Air Force medical facility. Dissertation Abstracts International: Section B: The Sciences and Engineering, 59(7-B), (pp. 3.323). US: Univ. Microfilms International.
- Cox, T., Leka, S., Ivanov, I., & Kortum, E. (2004). Work, employment and mental health in Europe. Work & Stress, 18(2), 179-185.
- Cooper, C. L., & Cartwright, S. (1994). Healthy mind: healthy organizations; a proactive approach to occupational stress. Human Relations, 47, 455-471.
- Daniels, K., Brough, P., Guppy, A., Peters-Bean, K. M., & Weatherstone, L. (1997). A note on modification to Warr's measures of affective well-being al work. Journal of Occupational and Organizational Psychology, 70, 129-138.
- Danna, K., & Griffin, R. W. (1999). Health and well-being in the workplace: A review and synthesis of the literature. Journal of Management, 25, 357-384.
- Duncan, R. (2003). Whatever happened to information theory in psychology. Review of General Psychology, 7(2), 183-188.
- García-Izquierdo, A. L., García-Izquierdo, M., & RamosVillagrasa, P. J. (2007). Aportaciones de la inteligencia emocional y la autoeficacia: Aplicaciones para la selección de personal. [Emotional intelligence and self-efficacy in personnel selection contexts]. Anales de Psicología, 23(2), 231-239.
- Golan, A. (1994): A multi-variable stochastic theory size distribution of firms with empirical evidence. Advances in Econometrics, 10, 1-46.
- Golan, A., Judge, G., & Miller, D. (1996): Maximum entropy econometrics: robust estimation with limited data. London: John Wiley & Sons ltd.
- Golan, G., Judge, G., & Perloff, J. (1997). Estimation and inference with censored and ordered multinomial response data. Journal of Econometrics, 79, 23-51.
- Golan, A. (2006). Information and entropy econometrics. A review and synthesis. Foundations and Trends in Econometrics, 2, 1-145.
- Goldberg, D. P., & Hillier, V. F. (1979). A scaled version of the General Health Questionnaire: Psychological Health Questionnaire. Psychological Medicine, 27, 191-197.
- Harrington, D., Bean, N., Pintello, D., & Mathews, D. (2001). Job satisfaction and burnout: Predictors of intentions to leave a job en a military setting. Administration in Social Work, 25(3), 1-16.
- Hatfield, E., Cacioppo, J. T., & Rapson, R. L. (1994). Emotional contagion. New York: Cambridge University Press.
- Heuven, E., & Bakker, A. (2003). Emotional dissonance and burn out among cabin attendants. European Journal of Work and Organizational Psychology, 12(1), 81-200.
- Hochschild, A. (1983). The managed heart: Commercialization of human feeling. Berkeley: University of California Press.
- Hwang, C. L., & Yoon, K. (1981). Multiple Attribute Decision Making: Methods and Applications. Berlin: Springer-Verlag.
- International Labour Office (1991). International Uniform Classification of Occupations: IUCO-88. Geneva: ILO.
- Jaynes, E.T. (1957a): Information theory and statistical mechanics I. Physics Review, 106(4), 620-630.
- Jaynes, E.T. (1957b): Information theory and statistical mechanics II. Physics Review, 108(2), 171-190.
- Jaynes, E.T. (1991). Notes on present status and future prospects. In W. T. Grandy & L. H. Schick (Comps.), Maximum Entropy and Bayesian Methods (pp. 1-13). Dordrecht, The Netherlands: Kluwer Academic Press.
- Jerusalem, M., & Schwarzer, R. (1995). Generalized SelfEfficacy scale. In J. Weinman, S. Wright, & M. Johnston (Eds.), Measures in health psychology: A user's portfolio. Causal and control beliefs, (pp. 35-37). Windsor: NFERNELSON.
- Jessop, A. (1999). Entropy in multiattribute problems. Journal of Multi-Criteria Decision Analysis, 8, 61-70.
- Jessop, A. (2004). Minimally biased weight determination in personnel selection. European Journal of Operational Research, 153, 433-444.
- Jones, D., Patterson, M., Katchen, J., & Rea, M. (1997). Neuropsychiatrie in aerospace medicine. In R. De Hart (Ed.) Fundamentals of Aerospace Medicine, (pp. 593-642). Baltimore: Williams and Wilkins Publishers.
- Kapur, J. N., & Kesavan, H. K. (1992). Entropy optimization principles with applications. New York: Academic Press,
- Kullback, S. (1997). Information theory and statistics. New York: Dover.
- Kullback, S., & Leibler, R. A. (1951): On information and sufficiency. Annals of Mathematical Statistics, 22(1), 79-86.
- Laming, D. R. J. (2001). Statistical information, uncertainty and Bayes' Theorem: Some applications in experimental psychology. In S. Benferhat & P. Bernads (Comp.), Symbolic and quantitative approaches to reasoning with uncertainty (pp. 635-646). Berlin: Springer-Verlag.
- Lee, R. T., & Ashforth, B. E. (1996). A meta-analytic examination of the correlates of the three dimensions of job burnout. Journal of Applied Psychology, 81(2), 123-133.
- Lewig, K. A., & Dollard, M. F. (2003). Emotional dissonance, emotional exhaustion and job satisfaction in call centre workers. European Journal of Work and Organizational Psychology, 12(4), 366-392.
- Lobo, A., Pérez-Echeverría, M. J., & Artal, J. (1986). Validity of the scaled version of the General Health Questionnaire (GHQ-28) in a Spanish population. Psychological Medicine, 16, 135-140.
- Maasoumi, E. (1993). A compendium to information theory in economics and econometrics. Econometrics Reviews, 12, 137-181.
- Martinez, M. A., & Moreno, G. (2004). La atención al público y la salud de las trabajadoras. [Customer Service and workers' health]. Madrid: Federación de Comunicación y Transporte de CCOO.
- Martínez-í̃igo, D., Totterdell, P., Alcover, C. M., & Holman, D. (2007). Emotional labour and emotional exhaustion: Interpersonal and intrapersonal mechanisms. Work & Stress, 21(1), 30-47.
- Maslach, C. (1982). Burnout: The cost of caring. Englewood Cliffs, NJ: Prentice-Hall.
- Maslach, C., & Leiter, D. (1998). The truth about burnout: How organizations cause personal stress and what to do about it. San Francisco: Jossey-Bass.
- Maslach, C., & Jackson, S. E. (1981). The measurement of experienced burnout Journal of Occupational Behavior, 2, 99-113.
- Maslach, C., Schaufeli, W., & Leiter, M. P. (2001). Job Burn out. Annual Review of Psychology, 52, 397-422.
- Moreno, B., & López, A. J. (2007). Combining forecasts through information measures. Applied Economics Letters, 14, 899-903.
- Morris, J. A., & Feldman, D. C. (1996). The dimensions, antecedents, and consequences of emotional labor. The Academy of Management Review, 21(4), 986-1010.
- Näring, G., Briët, M., & Brouwers, A. (2006). Beyond demandcontrol: Emotional labour and symptons of burnout in teachers. Work & Stress, 20(4), 303-315.
- Omdahl, B. L., & O'Donnell, C. (1999). Emotional contagion, empathic concern and communicative responsiveness as variables affecting nurses' stress and occupational commitment. Journal of Advanced Nursing, 29(6), 1351-1359.
- Pugliesi, K. (1999). The consequences of emotional labour Effects on works stress, job satisfaction, and well-being. Motivation and Emotion, 23(2), 125-154.
- Rafaeli, A., & Sutton, R. (1987). Expression of emotion as part of the work role. Academy of Management Review, 12, 23-37.
- Rizzo, J., House, R. J., & Lirtzman, S. I. (1970). Role conflict and ambiguity in complex organizations. Administrative Science Quarterly, 15, 150-163.
- Salanova, M., Martinez, I., Bresó, E., Llorens, S., & Grau, R. (2005). Bienestar psicológico en estudiantes universitarios: Facilitadores y obstaculizadores del desempeño académico [Psychological well-being among university students: Facilitators and obstacles of academic performance]. Anales de Psicología, 21(1), 170-180.
- Schaufeli, W. B., Salanova, M., González-Romá, V., & Bakker, A. (2001). The measurement of burnout and engagement: A confirmatory factor analytic approach. Journal of Happiness Studies, 1, 13-22.
- Schaubroeck, J., & Jones, J. R. (2000). Antecedents of workplace emotional labour dimensions and moderators of their effects on physical symptoms. Journal of Organizational Behavior, 21, 163-183.
- Scholz, U., Gutiérrez-Doña, B., Sud, S., & Schwarzer, R. (2002). Is perceived self-efficacy a universal construct? Psychometric findings from 25 countries. European Journal of Psychological Assessment 18(3), 242-251.
- Schwarzer, R; Diehl, M; Schmitz, GS (1999). Self-Regulation Scale. Retrieved October 28, 2006, from http://www.fuberlin.de/gesund/skalen
- Shannon, C. E. (1948): A mathematical theory of communication. Bell System Technology Journal, 27(3), 379-423.
- Stalling, J. (1991). Fundamentals of maxent in data analysis. In B. Buck & V. A. Macaulay (Comp.), Maximum Entropy in Action (pp. 19-40). Oxford: Clarendon Press.
- Soofi, E. S. (1992): A generalizable formulation of conditional logit with diagnosis. Journal of the American Statistical Association, 87, 812-816.
- Soofi, E. S. (1994): Capturing the intangible concept of information. Journal of the American Statistical Association, 89, 1243-1254.
- Sprydakos, A., Siskos, Y., Yannacopoulos, D., & Skouris, A. (2001). Multicriteria job evaluation for large organizations. European Journal of Operational Research, 130, 375-387.
- Ullah, A. (1996). Entropy, divergence and distance measures with econometric applications, Journal of Statistical Planning and Inference, 49, 137-162.
- Ullah, A. (2002). Uses of entropy and divergence measures for evaluating econometric approximations and inference. Journal of Econometrics, 107, 313-326.
- Warr, P. (1990). The measurement of well-being and other aspects of mental health. Journal of Occupational Psychology, 63, 193-210.
- Wharton, A. S. (1993). The affective consequences of service work: Managing emotions on the job. Work and Occupations, 20(2), 205-232.
- Wright, T., & Cropanzano, R. (1998). Emotional exhaustion as a predictor of job performance and voluntary turnover. Journal of Applied Psychology, 83, 486-493.
- Zapf, D. (2002). Emotion work and psychological well-being - A review of the literature and some conceptual considerations. Human Resource Management Review, 12-2, 237-268.
- Zapf, D., & Holz, M. (2006). On the positive and negative effects of emotion work in organizations. European Journal of Work and Organizational Psychology, 15, 1-28.
- Zapf, D., Voght, C., Seifert, C., Mertini, H., & Isic, A. (1999). Emotion work as a source of stress: The concept and development of an instrument. European Journal of Work and Organizational Psychology, 8, 371-400.
- Zapf, D., Voght, C., Seifert., Schmutte, B., Mertini, H., & Holz, M. (2001). Emotion work and job stressors and their effects on burnout. Psychology and Health, 16, 527-545.
- Zeleny, M. (1982). Multiple criteria decision making. New York: McGraw-Hill.