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Timing in Methods for Studying Psychosocial Factors at Work

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Psychosocial Factors at Work in the Asia Pacific

Abstract

In the present chapter we focus on time lags in panel studies investigating psychosocial factors and stressor-strain relationships. First, a framework of theoretical reasons for choosing specific time lags is provided, which is based on the work by Frese and Zapf (Methodological issues in the study of work stress: objective vs. subjective measurement of work stress and the question of longitudinal studies. In: Cooper CL, Payne R (eds) Causes, coping and consequences of stress at work. Wiley, Chichester, pp 375–411, 1988). Although this theoretical framework provides a clear rationale for time intervals, researchers are frequently mistaken using it to derive appropriate time lags. Second, an overview of other theoretical, methodological, and practical reasons, found in the literature, is provided. Reasons for choosing time lags are categorized as related to the construct, operationalizations, mechanisms, method, epistemology, or to the researcher. We advocate that elaborating on this topic in research papers is crucial in order to expand knowledge on the effects of time on stressor-strain relationships. Third, we suggest a much-needed taxonomy on different time lags. We advocate the use of the terms “immediate”, “short-term”, “mid-term”, “meso-term”, “long-term”, and “grand-term” stress-reactions in order to describe time lags used in different studies in a more nuanced way. Fourth, we apply both the overview of arguments for choosing time lags and the taxonomy on lengths of time lags to systematically review 16 panel studies from the Asia Pacific region, published in high-ranked journals. Case studies of six selected studies are provided and we conclude that studies in the Asia Pacific share both the strengths and the weaknesses of the literature worldwide. Applying the taxonomies and overviews in this chapter will help researchers to justify choices of shorter and longer time lags.

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References

  • Aronsson, G., & Rissler, A. (1998). Psychophysiological stress reactions in female and male urban bus drivers. Journal of Occupational Health Psychology, 3, 122–129. doi:10.1037/1076-8998.3.2.122.

    Article  PubMed  Google Scholar 

  • Bakker, A. B., & Demerouti, E. (2007). The Job Demands-Resources model: State of the art. Journal of Managerial Psychology, 22, 309–328. doi:10.1108/02683940710733115.

    Article  Google Scholar 

  • Boker, S. M., & Nesselroade, J. R. (2002). A method for modeling the intrinsic dynamics of intraindividual variability: Recovering the parameters of simulated oscillators in multi-wave panel data. Multivariate Behavioral Research, 37, 127–160. doi:10.1207/s15327906mbr3701_06.

    Article  Google Scholar 

  • Bond, F. W., & Bunce, D. (2001). Job control mediates change in a work reorganization intervention for stress reduction. Journal of Occupational Health Psychology, 6, 290–302. doi:10.1037//1076-8998.6.4.290.

    Article  PubMed  Google Scholar 

  • Boyd, C. M., Bakker, A. B., Pignata, S., Winefield, A. H., Gillespie, N., & Stough, C. (2011). A longitudinal test of the job demands-resources model among Australian university academics. Applied Psychology: An International Review, 60, 112–140. doi:10.1111/j.1464-0597.2010.00429.x.

    Article  Google Scholar 

  • Bradley, G. (2007). Job tenure as a moderator of stressor-strain relations: A comparison of experienced and new-start teachers. Work and Stress, 21, 48–64. doi:10.1080/02678370701264685.

    Article  Google Scholar 

  • Brosschot, J. F., Pieper, S., & Thayer, J. F. (2005). Expanding stress theory: Prolonged activation and perseverative cognition. Psychoneuroendocrinology, 30, 1043–1049. doi:10.1016/j.psyneuen.2005.04.008.

    Article  PubMed  Google Scholar 

  • Chang, S. J., Chen, C. J., Lien, C. H., & Sung, F. C. (2006). Hearing loss in workers exposed to toluene and noise. Environmental Health Perspectives, 114, 1283–1286. doi:10.1289/ehp.8959.

    Article  PubMed Central  PubMed  Google Scholar 

  • Chrisopoulos, S., Dollard, M. F., Winefield, A. H., & Dormann, C. (2010). Increasing the probability of finding an interaction in work stress research: A two-wave longitudinal test of the triple-match principle. Journal of Occupational and Organizational Psychology, 83, 17–37. doi:10.1348/096317909x474173.

    Article  Google Scholar 

  • Chun, J. U., Sosik, J. J., & Yun, N. Y. (2012). A longitudinal study of mentor and protege outcomes in formal mentoring relationships. Journal of Organizational Behavior, 33, 1071–1094. doi:10.1002/job.1781.

    Article  Google Scholar 

  • Cole, D. A., & Maxwell, S. E. (2003). Testing mediational models with longitudinal data: Questions and tips in the use of structural equation modeling. Journal of Abnormal Psychology, 112, 558–577. doi:10.1037/0021-843x.112.4.558.

    Article  PubMed  Google Scholar 

  • Cole, D. A., & Maxwell, S. E. (2009). Statistical methods for risk-outcome research: Being sensitive to longitudinal structure. Annual Review of Clinical Psychology, 5, 71–96. doi:10.1146/annurev-clinpsy-060508-130357.

    Article  PubMed  Google Scholar 

  • Cooper, C. L., Dewe, P. J., & O’Driscoll, M. (2001). Organizational stress: A review and critique of theory, research and applications. Thousand Oaks: Sage.

    Google Scholar 

  • Dane, E., Rockman, K. W., & Pratt, M. G. (2005). Should I trust my gut. In Academy of Management meetings, Best paper proceedings, Honolulu.

    Google Scholar 

  • de Croon, E. M., Sluiter, J. K., Blonk, R. W. B., Broersen, J. P. J., & Frings-Dresen, M. H. W. (2004). Stressful work, psychological job strain, and turnover: A 2-year prospective cohort study of truck drivers. Journal of Applied Psychology, 89, 442–454. doi:10.1037/0021-9010.89.3.442.

    Article  PubMed  Google Scholar 

  • de Jonge, J., & Dormann, C. (2006). Stressors, resources, and strain at work: A longitudinal test of the triple-match principle. Journal of Applied Psychology, 91, 1359–1374. doi:10.1037/0021=9010.91.5.1359.

    Article  PubMed  Google Scholar 

  • de Jonge, J., Dormann, C., Janssen, P. P. M., Dollard, M. F., Landeweerd, J. A., & Nijhuis, F. J. N. (2001). Testing reciprocal relationships between job characteristics and psychological well-being: A cross-lagged structural equation model. Journal of Occupational and Organizational Psychology, 74, 29–46. doi:10.1348/096317901167217.

    Article  Google Scholar 

  • de Lange, A. H., Kompier, M. A., de Jonge, J., Taris, T. W, & Houtman, I. L. (2001). Hoogwaardig longitudinaal vragenlijstonderzoek en het Demand-Control-(Support) Model [Excellent longitudinal survey research and the Demand-Control-(Support) Model]. Gedrag & Organisatie, 15, 254–272.

    Google Scholar 

  • de Lange, A. H., Taris, T. W., Kompier, M. A., Houtman, I. L., & Bongers, P. M. (2003). “The very best of the millennium”: Longitudinal research and the demand-control-(support) model. Journal of Occupational Health Psychology, 8, 282–305. doi:10.1037/1076-8998.8.4.282.

    Article  PubMed  Google Scholar 

  • Demerouti, E., Bakker, A. B., Nachreiner, F., & Schaufeli, W. B. (2001). The job demands-resources model of burnout. Journal of Applied Psychology, 86, 499–512. doi:10.1037//0021-9010.86.3.499.

    Article  PubMed  Google Scholar 

  • Dollard, M. F., & Bakker, A. B. (2010). Psychosocial safety climate as a precursor to conducive work environments, psychological health problems, and employee engagement. Journal of Occupational and Organizational Psychology, 83, 579–599. doi:10.1348/096317909x470690.

    Article  Google Scholar 

  • Dormann, C. (2001). Modeling unmeasured third variables in longitudinal studies. Structural Equation Modeling, 8, 575–598. doi:10.1207/S15328007SEM0804_04.

    Article  Google Scholar 

  • Dormann, C. (2007). Optimal time lags in panel designs. Invited state-of-the-art address presented at the 13th European Congress on Work and Organizational Psychology (EAWOP), Stockholm, Sweden, 9–12 May 2007.

    Google Scholar 

  • Dormann, C., & Zapf, D. (2002). Social stressors at work, irritation, and depressive symptoms: Accounting for unmeasured third variables in a multi-wave study. Journal of Occupational and Organizational Psychology, 75, 33–58. doi:10.1348/096317902167630.

    Article  Google Scholar 

  • Dudenhöffer, S., & Dormann, C. (2013). Customer-related social stressors and service providers’ affective reactions. Journal of Organizational Behavior, 34, 520–539. doi:10.1002/job.1826.

    Article  Google Scholar 

  • Dwyer, J. E. (1983). Statistical models for the social and behavioral sciences. New York: Oxford University Press.

    Google Scholar 

  • Frese, M., & Mohr, G. (1987). Prolonged unemployment and depression in older workers – A longitudinal study of intervening variables. Social Science and Medicine, 25, 173–178. doi:10.1016/0277-9536(87)90385-6.

    Article  PubMed  Google Scholar 

  • Frese, M., & Zapf, D. (1988). Methodological issues in the study of work stress: Objective vs. subjective measurement of work stress and the question of longitudinal studies. In C. L. Cooper & R. Payne (Eds.), Causes, coping and consequences of stress at work (pp. 375–411). Chichester: Wiley.

    Google Scholar 

  • Garst, H., Frese, M., & Molenaar, P. C. M. (2000). The temporal factor of change in stressor-strain relationships: A growth curve model on a longitudinal study in East Germany. Journal of Applied Psychology, 85, 417–438. doi:10.1037/0021-9010.85.3.417.

    Article  PubMed  Google Scholar 

  • Gong, Y., Cheung, S.-Y., Wang, M., & Huang, J.-C. (2012). Unfolding the proactive process for creativity: Integration of the employee proactivity, information exchange, and psychological safety perspectives. Journal of Management, 38, 1611–1633. doi:10.1177/0149206310380250.

    Article  Google Scholar 

  • Grzywacz, J. G., Quandt, S. A., Vallejos, Q. M., Whalley, L. E., Chen, H., Isom, S., Barr, D. B., & Arcury, T. A. (2010). Job demands and pesticide exposure among immigrant Latino farmworkers. Journal of Occupational Health Psychology, 15, 252–266. doi:10.1037/a0019303.

    Article  PubMed Central  PubMed  Google Scholar 

  • Halbesleben, J. R. B. (2010). The role of exhaustion and workarounds in predicting occupational injuries: A cross-lagged panel study of health care professionals. Journal of Occupational Health Psychology, 15, 1–16. doi:10.1037/a0017634.

    Article  PubMed  Google Scholar 

  • Hall, G. B., Dollard, M. F., Tuckey, M. R., Winefield, A. H., & Thompson, B. M. (2010). Job demands, work-family conflict, and emotional exhaustion in police officers: A longitudinal test of competing theories. Journal of Occupational and Organizational Psychology, 83, 237–250. doi:10.1348/096317908x401723.

    Article  Google Scholar 

  • Häusser, J. A., Mojzisch, A., & Schulz-Hardt, S. (2011). Endocrinological and psychological responses to job stressors: An experimental test of the Job Demand-Control Model. Psychoneuroendocrinology, 36, 1021–1031. doi:10.1016/j.psyneuen.2010.12.016.

    Article  PubMed  Google Scholar 

  • Hemingway, H., Nicholson, A., Stafford, M., Roberts, R., & Marmot, M. (1997). The impact of socioeconomic status on health functioning as assessed by the SF-36 questionnaire: The Whitehall II Study. American Journal of Public Health, 87, 1484–1490. doi:10.2105/AJPH.87.9.1484.

    Article  PubMed Central  PubMed  Google Scholar 

  • Hernandez-Gaytan, S. I., Rothenberg, S. J., Landsbergis, P., Becerril, L. C., De Leon-Leon, G., Collins, S. M., & Diaz-Vasquez, F. J. (2013). Job strain and heart rate variability in resident physicians within a general hospital. American Journal of Industrial Medicine, 56, 38–48. doi:10.1002/ajim.22098.

    Article  PubMed  Google Scholar 

  • Hertzog, C., & Nesselroade, J. R. (2003). Assessing psychological change in adulthood: An overview of methodological issues. Psychology and Aging, 18, 639–657. doi:10.1037/0882-7974.18.4.639.

    Article  PubMed  Google Scholar 

  • Hom, P. W., Tsui, A. S., Wu, J. B., Lee, T. W., Zhang, A. Y., Fu, P. P., & Li, L. (2009). Explaining employment relationships with social exchange and job embeddedness. Journal of Applied Psychology, 94, 277–297. doi:10.1037/a0013453.

    Article  PubMed  Google Scholar 

  • Houkes, I., Janssen, P. P., de Jonge, J., & Bakker, A. B. (2003a). Personality, work characteristics, and employee well-being: A longitudinal analysis of additive and moderating effects. Journal of Occupational Health Psychology, 8, 20–38. doi:10.1037/1076-8998.8.1.20.

    Article  PubMed  Google Scholar 

  • Houkes, I., Janssen, P. P. M., de Jonge, J., & Bakker, A. B. (2003b). Specific determinants of intrinsic work motivation, emotional exhaustion and turnover intention: A multisample longitudinal study. Journal of Occupational and Organizational Psychology, 76, 427–450. doi:10.1348/096317903322591578.

    Article  Google Scholar 

  • Johnson, J. V., & Hall, E. M. (1988). Job strain, work place social support, and cardiovascular disease – A cross-sectional study of a random sample of the Swedish working population. American Journal of Public Health, 78, 1336–1342. doi:10.2105/ajph.78.10.1336.

    Article  PubMed Central  PubMed  Google Scholar 

  • Karasek, R. A. (1979). Job demands, job decision latitude, and mental strain – Implications for job redesign. Administrative Science Quarterly, 24, 285–308. doi:10.2307/2392498.

    Article  Google Scholar 

  • Karasek, R., & Theorell, T. (1990). Healthy work: Stress, productivity and the reconstruction of working life. New York: Basic Books.

    Google Scholar 

  • Kinnunen, M. L., Kokkonen, M., Kaprio, J., & Pulkkinen, L. (2005). The associations of emotion regulation and dysregulation with the metabolic syndrome factor. Journal of Psychosomatic Research, 58, 513–521. doi:10.1016/j.jpsychores.2005.02.004.

    Article  PubMed  Google Scholar 

  • Landsbergis, P. A., Dobson, M., Koutsouras, G., & Schnall, P. (2013). Job strain and ambulatory blood pressure: A meta-analysis and systematic review. American Journal of Public Health, 103, 61–71. doi:10.2105/ajph.2012.301153.

    Article  Google Scholar 

  • Lazarus, R. S. (1966). Psychological stress and the coping process. New York: McGraw-Hill.

    Google Scholar 

  • Lazarus, R. S. (1990). Theory-based stress measurement. Psychological Inquiry, 1, 3–13. doi:10.1207/s15327965pli0101_1.

    Article  Google Scholar 

  • Lazarus, R. S., & Folkman, S. (1984). Psychological stress and the coping process. New York: Springer.

    Google Scholar 

  • Lee, J., & Peccei, R. (2011). Discriminant validity and interaction between perceived organizational support and perceptions of organizational politics: A temporal analysis. Journal of Occupational and Organizational Psychology, 84, 686–702. doi:10.1348/096317910x511197.

    Article  Google Scholar 

  • Leymann, H., & Gustafsson, A. (1996). Mobbing at work and the development of post-traumatic stress disorders. European Journal of Work and Organizational Psychology, 5, 251–275. doi:10.1080/13594329608414858.

    Article  Google Scholar 

  • Little, R. J. A., & Rubin, D. B. (1989). The analysis of social-science data with missing values. Sociological Methods and Research, 18, 292–326. doi:10.1177/0049124189018002004.

    Article  Google Scholar 

  • Liu, D., & Fu, P.-p. (2011). Motivating protégés’ personal learning in teams: A multilevel investigation of autonomy support and autonomy orientation. Journal of Applied Psychology, 96, 1195–1208. doi:10.1037/a0024716.

    Article  PubMed  Google Scholar 

  • Lu, C.-q., Siu, O.-l., Chen, W.-q., & Wang, H.-j. (2011). Family mastery enhances work engagement in Chinese nurses: A cross-lagged analysis. Journal of Vocational Behavior, 78, 100–109. doi:10.1016/j.jvb.2010.07.005.

    Article  Google Scholar 

  • Magee, C. A., Stefanic, N., Caputi, P., & Iverson, D. C. (2012). The association between job demands/control and health in employed parents: The mediating role of work-to-family interference and enhancement. Journal of Occupational Health Psychology, 17, 196–205. doi:10.1037/a0027050.

    Article  PubMed  Google Scholar 

  • Maslach, C., Schaufeli, W. B., & Leiter, M. P. (2001). Job burnout. Annual Review of Psychology, 52, 397–422. doi:10.1146/annurev.psych.52.1.397.

    Article  PubMed  Google Scholar 

  • Neitzel, R. L., Stover, B., & Seixas, N. S. (2011). Longitudinal assessment of noise exposure in a cohort of construction workers. Annals of Occupational Hygiene, 55, 906–916. doi:10.1093/annhyg/mer050.

    Article  PubMed Central  PubMed  Google Scholar 

  • Panatik, S. A., O’Driscoll, M. P., & Anderson, M. H. (2011). Job demands and work-related psychological responses among Malaysian technical workers: The moderating effects of self-efficacy. Work and Stress, 25, 355–370. doi:10.1080/02678373.2011.634282.

    Article  Google Scholar 

  • Payne, R. L. (2001). Measuring emotions at work. In R. L. Payne & C. L. Cooper (Eds.), Emotions at work: Theory, research and applications for management (pp. 107–133). Chichester: Wiley.

    Google Scholar 

  • Plaisier, I., de Bruijn, J. G. M., de Graaf, R., ten Have, M., Beekman, A. T. F., & Penninx, B. W. J. H. (2007). The contribution of working conditions and social support to the onset of depressive and anxiety disorders among male and female employees. Social Science and Medicine, 64, 401–410. doi:10.1016/j.socscimed.2006.09.008.

    Article  PubMed  Google Scholar 

  • Quandt, S. A., Preisser, J. S., & Arcury, T. A. (2002). Mobility patterns of migrant farmworkers in North Carolina: Implications for occupational health research and policy. Human Organization, 61, 21–29. doi:0018-7259/02/010021-09$1.40/1.

    Google Scholar 

  • Reville, R. T., Bhattacharya, J., & Weinstein, L. R. S. (2001). New methods and data sources for measuring economic consequences of workplace injuries. American Journal of Industrial Medicine, 40, 452–463. doi:10.1002/ajim.1115.

    Article  PubMed  Google Scholar 

  • Siegrist, J. (1996). Adverse health effects of high-effort/low-reward conditions. Journal of Occupational Health Psychology, 1, 27–41. doi:10.1037//1076-8998.1.1.27.

    Article  PubMed  Google Scholar 

  • Siegrist, J., Siegrist, K., & Weber, I. (1986). Sociological concepts in the etiology of chronic disease – The case of ischemic-heart-disease. Social Science and Medicine, 22, 247–253. doi:10.1016/0277-9536(86)90073-0.

    Article  PubMed  Google Scholar 

  • Sims, H. P., & Wilkerson, D. A. (1977). Time lags in cross-lagged correlation studies: A computer simulation. Decision Sciences, 8, 630–644. doi:10.1111/j.1540-5915.1977.tb01108.x.

    Article  Google Scholar 

  • Sonnentag, S., & Frese, M. (2003). Stress in organizations. In W. C. Borman, D. R. Ilgen, & R. J. Klimoski (Eds.), Comprehensive handbook of psychology, Volume 12: Industrial and organizational psychology (pp. 453–491). Hoboken: Wiley.

    Google Scholar 

  • Sonnentag, S., & Fritz, C. (2007). The recovery experience questionnaire: Development and validation of a measure for assessing recuperation and unwinding from work. Journal of Occupational Health Psychology, 12, 204–221. doi:10.1037/1076-8998.12.3.204.

    Article  PubMed  Google Scholar 

  • Staw, B. M., Bell, N. E., & Clausen, J. A. (1986). The dispositional approach to job attitudes: A lifetime longitudinal test. Administrative Science Quarterly, 31, 56–77. doi:10.2307/2392766.

    Article  Google Scholar 

  • Stone, A. A., Hedges, S. M., Neale, J. M., & Satin, M. S. (1985). Prospective and cross-sectional mood reports offer no evidence of a blue Monday phenomenon. Journal of Personality and Social Psychology, 49, 129–134. doi:10.1037/0022-3514.49.1.129.

    Article  Google Scholar 

  • Taris, T. W., Kompier, M. A. J., Geurts, S. A. E., Houtman, I. L. D., & van den Heuvel, F. F. M. (2010). Professional efficacy, exhaustion, and work characteristics among police officers: A longitudinal test of the learning-related predictions of the demand-control model. Journal of Occupational and Organizational Psychology, 83, 455–474. doi:10.1348/096317909x424583.

    Article  Google Scholar 

  • ter Doest, L., & de Jonge, J. (2006). Testing causal models of job characteristics and employee well-being: A replication study using cross-lagged structural equation modelling. Journal of Occupational and Organizational Psychology, 79, 499–507. doi:10.1348/096317905x55271.

    Article  Google Scholar 

  • Tims, M., Bakker, A. B., & Derks, D. (2013). The impact of job crafting on job demands, job resources, and well-being. Journal of Occupational Health Psychology, 18, 230–240. doi:10.1037/a0032141.

    Article  PubMed  Google Scholar 

  • Wanberg, C. R., Kammeyer-Mueller, J., & Marchese, M. (2006). Mentor and protege predictors and outcomes of mentoring in a formal mentoring program. Journal of Vocational Behavior, 69, 410–423. doi:10.1016/j.jvb.2006.05.010.

    Article  Google Scholar 

  • Wang, M., Zhan, Y., McCune, E., & Truxillo, D. (2011). Understanding newcomers’ adaptability and work-related outcomes: Testing the mediating roles of perceived P-E-fit variables. Personnel Psychology, 64, 163–189. doi:10.1111/j.1744-6570.2010.01205.x.

    Article  Google Scholar 

  • Wrzesniewski, A., & Dutton, J. E. (2001). Crafting a job: Revisioning employees as active grafters of their work. Academy of Management Review, 26, 179–201. doi:10.2307/259118.

    Google Scholar 

  • Wu, L. Z., Yim, F. H., Kwan, H. K., & Zhang, X. (2012). Coping with workplace ostracism: The roles of ingratiation and political skill in employee psychological distress. Journal of Management Studies, 49, 178–199. doi:10.1111/j.1467-6486.2011.01017.x.

    Article  Google Scholar 

  • Xie, J. L., Schaubroeck, J., & Lam, S. S. K. (2008). Theories of job stress and the role of traditional values: A longitudinal study in China. Journal of Applied Psychology, 93, 831–848. doi:10.1037/0021-9010.93.4.831.

    Article  PubMed  Google Scholar 

  • Zapf, D., Dormann, C., & Frese, M. (1996). Longitudinal studies in organizational stress research: A review of the literature with reference to methodological issues. Journal of Occupational Health Psychology, 1, 145–169. doi:10.1037//1076-8998.1.2.145.

    Article  PubMed  Google Scholar 

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Dormann, C., van de Ven, B. (2014). Timing in Methods for Studying Psychosocial Factors at Work. In: Dollard, M., Shimazu, A., Bin Nordin, R., Brough, P., Tuckey, M. (eds) Psychosocial Factors at Work in the Asia Pacific. Springer, Dordrecht. https://doi.org/10.1007/978-94-017-8975-2_4

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