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Longitudinal studies in organizational stress research: a review of the literature with reference to methodological issues
Abstract
Demonstrating causal relationships has been of particular importance in organizational stress research. Longitudinal studies are typically suggested to overcome problems of reversed causation and third variables (e.g., social desirability and negative affectivity). This article reviews the empirical longitudinal literature and discusses designs and statistical methods used in these studies. Forty-three longitudinal field reports on organizational stress were identified. Most of the investigations used a 2-wave panel design and a hierarchical multiple regression approach. Six studies with 3 and more waves were found. About 50% of the studies analyzed potential strain-stressor (reversed causation) relationships. In about 33% of the studies there was some evidence of reverse causation. The power of longitudinal studies to rule out third variable explanations was not realized in many studies. Procedures of how to analyze longitudinal data are suggested.
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“Longitudinal designs provide stronger evidence, but are prone to residual confounding [[36], [37], [38]] and other forms of bias that limit causal inference [[39], [40], [41], [42], [43]].”
From Improving sleep quality leads to better mental health: A meta-analysis of randomised controlled trials (2021) · cites this paper as [38]
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Applying risk matrices for assessing the risk of psychosocial hazards at work
Taibi, Y., Metzler, Y. A., Bellingrath, S., Neuhaus, C. A., & Müller, A. (2022) · Frontiers in Public Health · doi:10.3389/fpubh.2022.965262 · Cited by 38
“Even assuming adaptation effects, it is expected that psychological and psychosomatic dysfunctions usually increase with longer exposure to or stronger intensity of detrimental working conditions (61).”
BackgroundTask variety and counterproductive work behavior
Morf, M. C., Feierabend, A., & Staffelbach, B. (2017) · Journal of Managerial Psychology · doi:10.1108/jmp-02-2017-0048 · Cited by 28
“Such a threshold effect would be in line with the strain accumulation model (Zapf et al., 1996).”
ResultNerstad, C. G. L., Wong, S. I., & Richardsen, A. M. (2019) · International Journal of Environmental Research and Public Health · doi:10.3390/ijerph16111979 · Cited by 28
“Therefore, a time lag of seven months seems appropriate to test our hypotheses [77,78,80].”
BackgroundNielsen, M. B., Rosander, M., Blomberg, S., & Einarsen, S. V. (2020) · International Archives of Occupational and Environmental Health · doi:10.1007/s00420-020-01575-w · Cited by 31
Innstrand, S. T., Langballe, E. M., Espnes, G. A., Aasland, O. G., & Falkum, E. (2010) · Scandinavian Journal of Psychology · doi:10.1111/j.1467-9450.2010.00816.x · Cited by 32
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Niessen, C., Binnewies, C., & Rank, J. D. (2009) · Journal of Occupational and Organizational Psychology · doi:10.1348/096317909x470717 · Cited by 29
Does workload cause work‐home interference or is it the other way around?
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Beitler, L. A., Machowski, S., Johnson, S. J., & Zapf, D. (2016) · International Journal of Conflict Management · doi:10.1108/ijcma-10-2015-0070 · Cited by 28
Self-citationCorrection Workers’ Burnout and Outcomes: A Bayesian Network Approach
Lee, J., Henning, R. A., & Cherniack, M. C. (2019) · International Journal of Environmental Research and Public Health · doi:10.3390/ijerph16020282 · Cited by 27
“Our view is that the various stress outcomes do not simply occur in parallel, but instead are able to have synergistic effects when they occur in combination, in line with the view that stressor-strain relationships can be reciprocal [19,20].”
BackgroundSimmons, J., Wolff, H., Forret, M. L., & Sullivan, S. E. (2022) · Journal of Vocational Behavior · doi:10.1016/j.jvb.2022.103764 · Cited by 35
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Moon, T., & Hur, W. (2018) · Journal of Service Theory and Practice · doi:10.1108/jstp-03-2018-0052 · Cited by 31
Bernhard‐Oettel, C., Eib, C., Griep, Y., et al. (2019) · Applied Psychology · doi:10.1111/apps.12222 · Cited by 27
“For sleep difficulties, there is no immediate onset of symptoms whenever the individual perceives more job insecurity than (s)he generally does and there are also no signs of postponed reactions (Zapf et al., 1996) two years later.”
BackgroundInfluentialBjörklund, C., Vaez, M., & Jensen, I. B. (2020) · Studies in Higher Education · doi:10.1080/03075079.2020.1729114 · Cited by 30
“A previous study found that bullying targets received significantly less support than others from colleagues and superiors (Zapf, Dormann, and Frese 1996).”
BackgroundVoorde, K. V. D., van Veldhoven, M. J. P. M., & Paauwe, J. (2010) · The International Journal of Human Resource Management · doi:10.1080/09585192.2010.500491 · Cited by 27
“In order to control for the stability in organizational climate and productivity scores, it is recommended to make use of a cross-lagged panel design in research on temporal order (Zapf, Dormann and Frese 1996 ).”
MethodKhan, H. S. U. D., Ma, Z., Sadick, M. A., & Musah, A. I. (2018) · Sustainability · doi:10.3390/su10124737 · Cited by 28
Beauchamp, M. R., Bray, S. R., Eys, M., et al. (2005) · Journal of Applied Social Psychology · doi:10.1111/j.1559-1816.2005.tb02114.x · Cited by 27
“, role ambiguity) and help rule out the possibility of reverse causation (Zapf et al., 1996).”
BackgroundThe role of resilience in navigating work stress and achieving daily work goals
Zhu, Z., Hu, X., & Zhang, B. (2024) · Journal of Organizational Behavior · doi:10.1002/job.2839 · Cited by 33
Weisman, H., Bindl, U. K., Gibson, C. B., & Unsworth, K. L. (2022) · Group & Organization Management · doi:10.1177/10596011221081586 · Cited by 32
Precarious Work as Risk Factor for 5-Year Increase in Depressive Symptoms
Demıral, Y., Ihle, T., Rose, U., Conway, P. M., & Burr, H. (2022) · International Journal of Environmental Research and Public Health · doi:10.3390/ijerph19063175 · Cited by 27
“In the following, we restrict the comparison of the results obtained in the present study with those obtained in other prospective studies only [41,63].”
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van den Tooren, M., JONGE, J. D., Vlerick, P., Daniels, K., & de Ven, B. V. (2011) · International Journal of Behavioral Medicine · doi:10.1007/s12529-011-9148-7 · Cited by 26
“However, inspection of the respective mean scores revealed no healthy worker effect [31].”
BackgroundWinkler, S., König, C. J., & Kleinmann, M. (2012) · Journal of Occupational and Organizational Psychology · doi:10.1111/j.2044-8325.2012.02054.x · Cited by 26
“, 1996), stating that the difference between the cross-lagged correlations also depends on the stabilities of both variables (Zapf et al., 1996).”
InfluentialMarco, D. D., Arenas, A., Giorgi, G., Arcangeli, G., & Mucci, N. (2018) · Frontiers in Psychology · doi:10.3389/fpsyg.2018.00413 · Cited by 30
“Firstly, the crosssectional design does not allow establishing the causality of mediation (Zapf et al., 1996).”
BackgroundSyed, I. U., Daly, T., Armstrong, P., Lowndes, R., Chadoin, M., & Naidoo, V. (2016) · The Journal of Nursing Home Research Sciences · doi:10.14283/jnhrs.2016.6 · Cited by 26
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Kaltenegger, H. C., Becker, L., Rohleder, N., Nowak, D., & Weigl, M. (2021) · Scandinavian Journal of Work Environment & Health · doi:10.5271/sjweh.3982 · Cited by 28
“Moreover, although longitudinal designs are sug - gested to overcome the problems of cross-sectional designs in examining causality, reversed or reciprocal causation and third variables constitute critical issues in longitudinal research (98).”
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Janssens, H., Braeckman, L., Clercq, B. D., Casini, A., Bacquer, D. D., Kittel, F., & Clays, E. (2016) · BMC Public Health · doi:10.1186/s12889-016-3522-y · Cited by 23
“One of the main problems for the interpretation of causal relationships in stress research, is the effect of “third variables”, which possibly affect the stressors and the outcome by using the same method [50].”
MethodCastanheira, F., & Chambel, M. J. (2010) · Economic and Industrial Democracy · doi:10.1177/0143831x10365573 · Cited by 27
“Additional tests for the reversed causal hypotheses (Zapf et al., 1996), in which job demands and autonomy were predicted by (1) control variables and previous levels of job characteristic and (2) previous levels of exhaustion and cynicism, also revealed no lagged effects of burnout on job…”
InfluentialThe careless or the conscientious
Hulsheger, U. R., & Maier, G. W. (2010) · Journal of Vocational Behavior · doi:10.1016/j.jvb.2010.04.001 · Cited by 23
What can occupational stress diaries achieve that questionnaires can't?
Clarkson, G. P., & Hodgkinson, G. P. (2007) · Personnel Review · doi:10.1108/00483480710773990 · Cited by 26
“However, there have been a number of calls to extend the repertoire of methods for the investigation of occupational stress (e.g. Newton et al., 1993; Schabracq and Cooper, 1998; Zapf et al., 1996).”
Mental Health Effects of Changes in Psychosocial Work Characteristics: A Prospective Cohort Study
De Raeve, L., Vasse, R. M., Jansen, N. W. H., van den Brandt, P. A., & Kant, I. (2007) · Journal of Occupational & Environmental Medicine · doi:10.1097/jom.0b013e31811eadd3 · Cited by 16
“In this study, the change score of, for example, psychological job demands contained both positive as well as negative changes on the job demands scale, thereby automatically assuming that increases in demands would have the same impact as decreases in demands, only the direction of the association should be reversed.…”
BackgroundChristensen, J. O., & Knardahl, S. (2011) · European Journal of Pain · doi:10.1002/j.1532-2149.2011.00091.x · Cited by 23
“Baseline pain adjustment eliminates CMB caused by biases that are stable across time or mediated by temporal stability in reported pain (Zapf et al., 1996).”
BackgroundHuman resource management practices and organizational injury rates.
Turner, N., Barling, J., Dawson, J., Deng, C., Parker, S., Patterson, M., & Stride, C. (2021) · Journal of Safety Research · doi:10.1016/j.jsr.2021.06.003 · Cited by 21
The Contribution of Organizational Factors to Workplace Bullying, Emotional Abuse and Harassment
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Zhang, L., Tekleab, A. G., Piszczek, M. M., & Qiu, Y. (2022) · Journal of Business Research · doi:10.1016/j.jbusres.2022.113551 · Cited by 33
La santé psychologique et la performance au travail : des liens longitudinaux bidirectionnels ?
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Dormann, C., Spethmann, K., Weser, D., et al. (2003) · Zeitschrift für Arbeits- und Organisationspsychologie A&O · doi:10.1026//0932-4089.47.4.194 · Cited by 23
Self-citationThe impact of self-determined motivation on volunteer role identities: A cross-lagged panel study
Güntert, S. T., & Wehner, T. (2015) · Personality and Individual Differences · doi:10.1016/j.paid.2015.01.017 · Cited by 23
Tummers, G. E. R., Landeweerd, J. A., Janssen, P. P. M., & van Merode, G. G. (2006) · International Journal of Stress Management · doi:10.1037/1072-5245.13.2.201 · Cited by 26
Ybema, J. F., van der Meer, L., & Leijten, F. (2016) · International Journal of Behavioral Medicine · doi:10.1007/s12529-016-9546-y · Cited by 23
“The second research question concerns possible reversed effects of productivity loss and sickness absence on organizational justice [13, 20, 21].”
Predictors of mental complaints among Norwegian male farmers
Logstein, B. (2016) · Occupational Medicine · doi:10.1093/occmed/kqw019 · Cited by 27
“When using only a few dimensions to study a health as a multicausal field, this small proportion of explained variance is reasonable [29].”
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Metzler, Y. A., & Bellingrath, S. (2017) · Frontiers in Public Health · doi:10.3389/fpubh.2017.00210 · Cited by 31
“When keeping the multifactorial stress–strain relation in mind it is likely that desirable associations are already found at low to moderate levels (44, 64).”
BackgroundThe positive spillover and crossover of paternity leave use: A dyadic longitudinal analysis
Kramer, K. Z., Bae, H., Huh, C.-A., & Pak, S. (2019) · Journal of Vocational Behavior · doi:10.1016/j.jvb.2019.05.007 · Cited by 27
Arbeitsstress, sozialer Stress und Schlafqualität:
Schulz, P., Hellhammer, J., & Schlotz, W. (2003) · Zeitschrift für Gesundheitspsychologie · doi:10.1026//0943-8149.11.1.1 · Cited by 23
Melamed, S., Armon, G., Shirom, A., & Shapira, I. (2010) · Stress and Health · doi:10.1002/smi.1356 · Cited by 23
Baillien, E., Notelaers, G., Witte, H. D., & Matthiesen, S. B. (2011) · Economic and Industrial Democracy · doi:10.1177/0143831x10377929 · Cited by 23
Sonnentag, S., & Fresé, M. (2012) · Wiley eBooks · doi:10.1002/9781118133880.hop212021 · Cited by 37
Self-citationLandolt, K., O’Donnell, E., Hazi, A., Dragano, N., & Wright, B. J. (2017) · Biological Psychology · doi:10.1016/j.biopsycho.2017.03.006 · Cited by 22
Hansen, N., Rinne, L. F., Jordan, N. C., Ye, A., Resnick, I., & Rodrigues, J. (2017) · Learning and Individual Differences · doi:10.1016/j.lindif.2017.10.005 · Cited by 22
“Following the recommendation of Zapf et al. (1996) and de Jonge et al. (2001), we conducted a systematic evaluation of a set of nested intermediate models for each measure of fraction understanding as outlined below and shown in Fig.”
MethodWork environment and work-to-family conflict: examining the mediating role of heavy work investment
Babic, A., Stinglhamber, F., Barbier, M., & Hansez, I. (2019) · Journal of Management & Organization · doi:10.1017/jmo.2019.40 · Cited by 21
Toward Proprietary Software Ecosystem Governance Strategies Based on Health Metrics
Costa, L. A., Fontão, A., & dos Santos, R. P. (2021) · IEEE Transactions on Engineering Management · doi:10.1109/tem.2021.3116531 · Cited by 21
Decius, J., Schaper, N., Klug, K., & Seifert, A. (2023) · Journal of Vocational Behavior · doi:10.1016/j.jvb.2023.103893 · Cited by 30
On the reciprocal relationship between individual job insecurity and job insecurity climate
Låstad, L., Elst, T. V., & Witte, H. D. (2016) · Career Development International · doi:10.1108/cdi-03-2015-0046 · Cited by 27
Arnold, R., & Fletcher, D. (2012) · Measurement in Physical Education and Exercise Science · doi:10.1080/1091367x.2012.639608 · Cited by 24
“Zapf, Dormann, and Frese (1996) have highlighted three types of confounding that are thought to contaminate the measurement of job stressors: background, occasion, and non-constant factors.”
BackgroundArmon, G., Melamed, S., & Vinokur, A. D. (2013) · Journal of Behavioral Medicine · doi:10.1007/s10865-013-9517-6 · Cited by 23
“Furthermore, we tested an important prerequisite for causality determination, covariation of the predictor variable with the outcome variable (Zapf et al., 1996).”
BackgroundMethod“Resources-Demands Ratio”: Translating the JD-R-Model for company stakeholders
Jenny, G. J., Bauer, G. F., Füllemann, D., Broetje, S., & Brauchli, R. (2019) · Journal of Occupational Health · doi:10.1002/1348-9585.12101 · Cited by 29
Raskin (1999) · doi:10.1002/(sici)1099-1700(199910)15:4
Meier, L. L., & Spector, P. E. (2013) · PsycEXTRA Dataset · doi:10.1037/e577572014-355 · Cited by 22
Cognitive abilities - a new direction in burnout research
Kulikowski, K. (2020) · European Journal of Work and Organizational Psychology · doi:10.1080/1359432x.2020.1841284 · Cited by 27
Boudrias, J., Montani, F., & Vandenberghe, C. (2021) · International Journal of Environmental Research and Public Health · doi:10.3390/ijerph18052492 · Cited by 29
“The three-month interval between measurement times was selected based on prior research suggesting that attitudes-to-behavior relationships tend to diminish after six months [75,76,108].”
BackgroundMethodMagdaleno, J., Caballer, A., Sora, B., Buades, E. G., & Rodríguez, I. (2022) · Employee Responsibilities and Rights Journal · doi:10.1007/s10672-022-09402-9 · Cited by 21
“In contrast, longitudinal research not only alleviates this problem, but it can also reduce the influence of third variables, such as leniency bias and transitory affects (Zapf et al., 1996).”
BackgroundShi, J. J., Li, Z., Chen, L., & Tang, H. (2023) · Science Communication · doi:10.1177/10755470231151452 · Cited by 23
“That approach enables researchers to investigate potential causal effects via panel data by ruling out the effect of background or situational factors and dependent variables measured at baseline (Dormann & Griffin, 2015; Zapf et al., 1996).”
BackgroundSt-Jean, É., Tremblay, M., Chouchane, R., & Saunders, C. W. (2023) · International Journal of Entrepreneurial Behaviour & Research · doi:10.1108/ijebr-03-2022-0280 · Cited by 27
Long‐term developments in individual work behaviour: Patterns of stability and change
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“We conceptualize WREA as the type of stressor-strain relationship where the impact of the stressor increases with exposure time, but where the impact can be reversed when the stressor is removed (Zapf et al., 1996) .”
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Ferguson, E., Daniels, K., & Jones, D. N. (2005) · Journal of Psychosomatic Research · doi:10.1016/j.jpsychores.2005.06.076 · Cited by 21
“Most studies (1) are cross-sectional in nature and (2) focus on NJC, with fewer studies reporting both NJC and NOP [17–19].”
BackgroundSocial capital and relational coordination in outpatient clinics: An interprofessional analysis
Lee, C. (2012) · Journal of Interprofessional Care · doi:10.3109/13561820.2012.736094 · Cited by 24
From Role Conflict to Job Burnout: A Mediation Model Moderated by Mindfulness
Park, H. I., & Nam, S. K. (2020) · The Career Development Quarterly · doi:10.1002/cdq.12218 · Cited by 23
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“In these circumstances “causality cannot be proven… but can be made plausible” (Cook & Campbell, 1979; Zapf et al., 1996, pp. 147).”
BackgroundIndregard, A.-M. R., Ulleberg, P., Knardahl, S., & Nielsen, M. B. (2018) · Frontiers in Psychology · doi:10.3389/fpsyg.2018.00436 · Cited by 20
“However, because the causes of sickness absence are multifactorial and many variables will therefore be accounting for sickness absence, it is unreasonable to expect that one single variable should explain the “lion’s share” of variation in sickness absence (Zapf et al., 1996; Beehr, 2014).”
BackgroundWhy do personality traits predict scholastic performance? A three-wave longitudinal study
Zhang, J., & Ziegler, M. D. (2018) · Journal of Research in Personality · doi:10.1016/j.jrp.2018.04.006 · Cited by 22
Viotti, S., Guidetti, G., Sottimano, I., Martini, M., & Converso, D. (2019) · Safety Science · doi:10.1016/j.ssci.2019.06.027 · Cited by 19
Integrating multilevel analyses and occupational stress theory
Bliese, P. D., Jex, S. M., & Halverson, R. R. (2002) · Research in occupational stress and well being · doi:10.1016/s1479-3555(02)02006-1 · Cited by 20
Wojdyło, K., Karlsson, W., & Baumann, N. (2016) · Journal of Behavioral Addictions · doi:10.1556/2006.5.2016.005 · Cited by 20
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“However, problem-focused and emotion-focused coping strategies are not considered to be mutually exclusive, nor is one strategy formally considered to be more beneficial than the other (Lazarus & Folkman, 1984; Zeidner & Saklofsky, 1996).”
BackgroundIntroducing Continuous Time Meta-Analysis (CoTiMA)
Dormann, C., Guthier, C., & Cortina, J. M. (2019) · Organizational Research Methods · doi:10.1177/1094428119847277 · Cited by 23
Self-citationVincent‐Höper, S., Adler, M., Stein, M., Vaupel, C., & Nienhaus, A. (2020) · International Journal of Environmental Research and Public Health · doi:10.3390/ijerph17072570 · Cited by 20
“Thus, reverse causal effects of employee health on the perception of sexual harassment are possible [60].”
Backgroundvan Zoonen, W., Sivunen, A. E., & Treem, J. W. (2022) · Human Communication Research · doi:10.1093/hcr/hqac023 · Cited by 19
“Even though our design allows us to exclude the influence of stable third variables, the influence of those that vary over time cannot be ruled out (Zapf et al., 1996).”
BackgroundLee, M. C. C., & Ding, A. Y. L. (2023) · Merits · doi:10.3390/merits3030030 · Cited by 19
Social Stress at Work and Change in Women’s Body Weight
Kottwitz, M. U., Grebner, S., Semmer, N. K., Tschan, F., & Elfering, A. (2014) · Industrial Health · doi:10.2486/indhealth.2013-0155 · Cited by 20
Managers’ Turnover in the Public Sector—The Role of Psychosocial Working Conditions
Corin, L., Berntson, E., & Härenstam, A. (2016) · International Journal of Public Administration · doi:10.1080/01900692.2015.1035786 · Cited by 33
“Second, the appropriateness of the chosen two-year time lag could be discussed, since too-short as well as too-long time lags may bias the effects of the causal variables on the outcomes (Zapf et al., 1996).”
BackgroundNielsen, M. B., Birkeland, M. S., Hansen, M. B., Knardahl, S., & Heir, T. (2017) · International Archives of Occupational and Environmental Health · doi:10.1007/s00420-017-1204-4 · Cited by 21
Clément, L., Fernet, C., Morin, A. J. S., & Austin, S. (2020) · Higher Education · doi:10.1007/s10734-019-00496-z · Cited by 20
“2015), the possibility of reciprocal or inverted relations between certain variables should not be excluded (Zapf et al. 1996).”
BackgroundResultChai, L., Schieman, S., & Bierman, A. (2020) · Society and Mental Health · doi:10.1177/2156869320947463 · Cited by 19
“However, because neither WFC nor FWC at Wave 2 was associated with higher levels of financial strain at Wave 3, this pattern might also reflect the idea of adaptation theory (Zapf et al. 1996).”
BackgroundResultNielsen, K. M., Albertsen, K., Brenner, S., Smith‐Hansen, L., & Roepsdorff, C. (2009) · International Archives of Occupational and Environmental Health · doi:10.1007/s00420-009-0464-z · Cited by 19
“The explorative, rather than causal character of the study, enabled generation of hypotheses about continuous and mutually inXuencing processes in every day working life (Cheng 2001) but longitudinal designs are required to establish causal links (Zapf et al. 1996), although longitudinal studies themselves are not wit…”
BackgroundWu, T., Hu, C., & Yang, C. (2012) · Stress and Health · doi:10.1002/smi.2440 · Cited by 22
“Nonetheless, to provide a clearer picture of stressor–strain causal relationships, further research should adopt a more rigorous design to examine the association between supervisor-related stressors and EE, as suggested by Zapf et al. (1996). Thirdly, our study found that PJCs have differential moderating effects on…”
BackgroundExposure to Aggression in the Workplace
Nielsen, M. B., Hoel, H., Zapf, D., & Einarsen, S. V. (2015) · Wiley eBooks · doi:10.1002/9781118979013.ch10 · Cited by 21
Self-citationĎuranová, L., & Ohly, S. (2015) · SpringerBriefs in psychology · doi:10.1007/978-3-319-24759-5_6 · Cited by 20
Zeijen, M. E. L., Brenninkmeijer, V., Peeters, M. C. W., & Mastenbroek, N. J. J. M. (2024) · The Spanish Journal of Psychology · doi:10.1017/sjp.2024.10 · Cited by 24
“Still, the current semi-longitudinal design is a large improvement on cross-sectional designs that make up for the majority of studies (Zapf et al., 1996).”
Background
Metadata
- Authors
- Zapf, D., Dormann, C., & Frese, M.
- Affiliations
- University of Konstanz (DE)
- Venue
- Journal of Occupational Health Psychology
- Published
- 1996
- Volume
- 1
- Issue
- 2
- Pages
- 145-169
- ISSN
- 1076-8998 (ISSN-L)
- 1939-1307
- OpenAlex
- W2121908317
- Cited by
- 1,174
- References
- 0
- Citations by year
- 2026: 18 · 2025: 30 · 2024: 25 · 2023: 30 · 2022: 48 · 2021: 40 · 2020: 47 · 2019: 52 · 2018: 45 · 2017: 57 · 2016: 66 · 2015: 55 · 2014: 61 · 2013: 57 · 2012: 62
- FWCI
- 24.48
- Type
- journal article
- Language
- en
- Open access
- closed
- Locations
- Journal of Occupational Health Psychology (publishedVersion)
- PubMed (publishedVersion)
- UvA-DARE (University of Amsterdam) (publishedVersion)
- Data Archiving and Networked Services (DANS) (submittedVersion)
- Topics
- Health Sciences › Medicine › Public Health, Environmental and Occupational Health › Workplace Health and Well-being
- Social Sciences › Psychology › Social Psychology › Stress and Burnout Research
- Social Sciences › Business, Management and Accounting › Organizational Behavior and Human Resource Management › Job Satisfaction and Organizational Behavior
- Keywords
- organizational stress, longitudinal study, reverse causality, social desirability, negative affectivity, panel design, longitudinal analysis, causal inference
- MeSH terms
- Humans, Longitudinal Studies, Psychology, Industrial, Research Design, Stress, Psychological, Occupational Health, Workload
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