Abstract
Employees’ cognitive appraisals play important roles in determining how they perceive and react to challenge and hindrance stressors. This study examined the stress process by studying employees’ cognitive appraisals using time-lagged data collected with a time interval of 4 months. There were three major findings. First, challenge appraisals mediated the relationship of job complexity with work motivation and task persistence. Hindrance appraisals mediated the relationship of role conflict with work motivation and task persistence. Second, task efficacy significantly moderated the relationship between job complexity and challenge appraisal, as well as the relationship between role conflict and hindrance appraisal. Employees high in task efficacy were more likely to report challenge appraisals of job complexity than employees low in task efficacy. Employees low in task efficacy were more likely to report hindrance appraisals of role conflict than employees high in task efficacy. Finally, data supported the moderated mediation model in which task efficacy moderated the indirect effect of job complexity on motivation via challenge appraisal. Our study provided important input to the development of stress management interventions.
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Aiken, L. S., & West, S. G. (1990). Multiple regression: testing and interpreting interactions. Thousand Oaks, CA: SAGE Publications, Inc.
Bakker, A. B., & Sanz-Vergel, A. I. (2013). Weekly work engagement and flourishing: the role of hindrance and challenge job demands. Journal of Vocational Behavior, 83, 397–409.
Bandura, A. (1982). Self-efficacy mechanism in human agency. American Psychologist, 37, 122–147. doi:10.1037/0003-066X.37.2.122.
Bandura, A. (1986). Self-efficacy. In: Social foundations of thought and action: a social cognitive theory (pp. 390–453). Englewood Cliffs, NJ: Prentice-Hall.
Bandura, A. (1989). Human agency in social cognitive theory. American Psychologist, 44, 1175–1184.
Bandura, A., & Adams, N. E. (1977). Analysis of self-efficacy theory of behavioral change. Cognitive Therapy and Research, 1, 287–308.
Bandura, A., & Jourden, F. J. (1991). Self-regulatory mechanisms governing the impact of social comparison on complex decision making. Journal of Personality and Social Psychology, 60, 941–951.
Bandura, A., & Wood, R. E. (1989). Effect of perceived controllability and performance standards on self-regulation of complex decision making. Journal of Personality and Social Psychology, 56, 805–814.
Bandura, A., Adams, N. E., Hardy, A. B., & Howells, G. N. (1980). Tests of the generality of self-efficacy theory. Cognitive Therapy and Research, 4, 39–66.
Bandura, A., Reese, L., & Adams, N. E. (1982). Microanalysis of action and fear arousal as a function of differential levels of perceived self-efficacy. Journal of Personality and Social Psychology, 43, 5–21.
Blascovich, J., Mendes, W. B., Tomaka, J., Salomon, K., & Seery, M. (2003). The robust nature of the biopsychosocial model challenge and threat: a reply to Wright and Kirby. Personality & Social Psychology Review, 7, 234–243. doi:10.1207/S15327957PSPR0703_03.
Boswell, W. R., & Olson-Buchanan, J. B. (2004). Experiencing mistreatment at work: the role of grievance filing, nature of mistreatment, and employee withdrawal. Academy of Management Journal, 47, 129–139. doi:10.2307/20159565.
Boswell, W. R., Olson-Buchanan, J. B., & LePine, M. A. (2004). Relations between stress and work outcomes: the role of felt challenge, job control, and psychological strain. Journal of Vocational Behavior, 64, 165–181.
Bouffard-Bouchard, T. (1990). Influence of self-efficacy on performance in a cognitive task. Journal of Social Psychology, 130, 353–363.
Bouffard-Bouchard, T., Parent, S., & Larivee, S. (1991). Influence of self-efficacy on self-regulation and performance among junior and senior high-school age students. Instructional Journal of Behavioral Development, 14, 153–164.
Campbell, D. J. (1988). Task complexity: a review and analysis. Academy of Management Review, 13, 40–52. doi:10.5465/AMR.1988.4306775.
Cavanaugh, M. A., Boswell, W. R., Roehling, M. V., & Boudreau, J. W. (2000). An empirical examination of self-reported work stress among U.S. managers. Journal of Applied Psychology, 85, 65–74. doi:10.1037/0021-9010.85.1.65.
Cervone, D., & Peake, P. K. (1986). Anchoring, efficacy, and action: the influence of judgmental heuristics on self-efficacy judgments and behavior. Journal of Personality and Social Psychology, 50, 492–501.
Chemers, M. M., Hu, L., & Garcia, B. F. (2001). Academic self-efficacy and first year college student performance and adjustment. Journal of Educational Psychology, 93, 55–64. doi:10.1037/0022-0663.93.1.55.
Cole, M. S., Walter, F., & Bruch, H. (2008). Affective mechanisms linking dysfunctional behavior to performance in work teams: a moderated mediation study. Journal of Applied Psychology, 93, 945–958. doi:10.1037/0021-9010.93.5.945.
Collins, J. L. (1982). Self-efficacy and ability in achievement behavior. Paper presented at the annual meeting of the American Educational Research Association, New York.
Crawford, E. R., LePine, J. A., & Rich, B. (2010). Linking job demands and resources to employee engagement and burnout: a theoretical extension and meta-analytic test. Journal of Applied Psychology, 95, 834–848. doi:10.1037/a0019364.
de Jonge, J., & Dormann, C. (2003). The DISC model: demand-induced strain compensation mechanisms in job stress. In M. F. Dollard, A. H. Winefield, & H. R. Winefield (Eds.), Occupational stress in the service professions (pp. 43–74). London: Taylor & Francis.
Drach-Zahavy, A., & Erez, M. (2002). Challenge versus threat effects on the goal-performance relationship. Organizational Behavior and Human Decision Processes, 88, 667–682. doi:10.1016/S0749-5978(02)00004-3.
Edwards, J. R. (2008). Person-environment fit in organizations: an assessment of theoretical progress. The Academy of Management Annals, 2, 167–230. doi:10.1080/19416520802211503.
Fischer, R., & Fontaine, J. R. J. (2011). Methods for investigating structural equivalence. In D. Matsumoto & F. J. R. van de Vijver (Eds.), Cross-cultural research methods in psychology (pp. 179–215). Cambridge, MA: Cambridge University Press.
Fisher, C. D., Minbashian, A., Beckmann, N., & Wood, R. E. (2012). Task appraisals, emotions, and performance goal orientation. Journal of Applied Psychology, 98, 364–373. doi:10.1037/a0031260.
Folkman, S., Lazarus, R. S., Dunkel-Schetter, C., DeLongin, A., & Gruen, R. J. (1986). Dynamics of a stressful encounter: cognitive appraisal, coping and encounter outcomes. Journal of Personality and Social Psychology, 50, 992–1003.
Fredrickson, B. L. (1998). Cultivated emotions: parental socialization of positive emotions and self-conscious emotions. Psychological Inquiry, 9, 279–281. doi:10.1207/s15327965pli0904_4.
Fredrickson, B. L. (2001). The role of positive emotions in positive psychology: the broaden-and-build theory of positive emotions. The American Psychologist, 56, 218–226. doi:10.1037/0003-066X.56.3.218.
Fredrickson, B. L., & Joiner, T. (2002). Positive emotions trigger upward spirals toward emotional well-being. Psychological Science, 13, 172–175. doi:10.1111/1467-9280.00431.
French Jr., J. R. P., Caplan, R. D., & Harrison, R. V. (1982). The mechanisms of job stress and strain. London: Wiley.
Goetz, T., Frenzel, A. C., Stoeger, H., & Hall, N. C. (2010). Antecedents of everyday positive emotions: an experience sampling analysis. Motivation and Emotion, 34, 49–62. doi:10.1007/s11031-009-9152-2.
Graves, L. M., Ruderman, M. N., Ohlott, P. J., & Weber, T. J. (2012). Driven to work and enjoyment of work: effects on managers’ outcomes. Journal of Management, 38, 1655–1680. doi:10.1177/0149206310363612.
Guan, Y., Deng, H., Bond, M., Chen, S., & Chan, C. (2010). Person-job fit and work-related attitudes among Chinese employees: need for cognitive closure as moderator. Basic and Applied Social Psychology, 32, 250–260. doi:10.1080/01973533.2010.495664.
Hambleton, R. K., & Zenisky, A. L. (2011). Translating and adapting tests for cross-cultural assessments. In D. Matsumoto & F. J. R. van de Vijver (Eds.), Cross-cultural research methods in psychology (pp. 46–70). Cambridge, MA: Cambridge University Press.
Hobfoll, S. E. (2002). Social and psychological resources and adaptation. Review of General Psychology, 6, 307–324. doi:10.1037/1089-2680.6.4.307.
Huang, J. L., Chiaburu, D. S., Zhang, X., Li, N., & Grandey, A. A. (2015). Rising to the challenge: deep acting is more beneficial when tasks are appraised as challenging. Journal of Applied Psychology, 100, 1398–1408. doi:10.1037/a0038976.
Jex, S.M. (1998). Stress and job performance: theory, research, and implications for managerial practice. Thousand Oaks, CA: Sage.
Jex, S. M., Bliese, P. D., Buzzell, S., & Primeau, J. (2001). The impact of self-efficacy on stressor-strain relations: coping style as an explanatory mechanism. Journal of Applied Psychology, 86, 401–409. doi:10.1037/0021-9010.86.3.401.
Johnson, T. P., Shavitt, S., & Holbrook, A. L. (2011). Survey response styles across cultures. In D. Matsumoto & F. J. R. van de Vijver (Eds.), Cross-cultural research methods in psychology (pp. 130–178). Cambridge, MA: Cambridge University Press.
Judge, T. A., Erez, A., Bono, J. E., & Thoresen, C. J. (2003). The core self-evaluations scale: development of a measure. Personnel Psychology, 56, 303–331. doi:10.1111/j.1744-6570.2003.tb00152.x.
Kanfer, R. (1992). Work motivation: new directions in theory and research. In C. L. Cooper & I. T. Robertson (Eds.), International review of industrial and organizational psychology (Vol. 7, pp. 1–53). Chichester, England: Wiley.
Karasek, R. (1979). Job demands, job decision latitude, and mental strain: implications for job redesign. Administrative Science Quarterly, 24, 285–308.
Katz, D., & Kahn, R. L. (1978). The social psychology of organizations (2nd Ed.). New York: John Wiley.
Kazdin, A. E. (1979). Imagery elaboration and self-efficacy in the covert modeling treatment of unassertive behavior. Journal of Consulting and Clinical Psychology, 47, 725–733.
Klein, H. J., Noe, R. A., & Wang, C. (2006). Motivation to learn and course outcomes: the impact of delivery mode, learning goal orientation, and perceived barriers and enablers. Personnel Psychology, 59, 665–702.
Komarraju, M., & Dial, C. (2014). Academic identity, self-efficacy, and self-esteem predict self-determined motivation and goals. Learning and Individual Differences, 32, 1–8. doi:10.1016/j.lindif.2014.02.004.
Kristof, A. L. (1996). Person-organization fit: an integrative review of its conceptualization measurement, and implications. Personnel Psychology, 49, 1–49. doi:10.1111/j.1744-6570.1996.tb01790.x.
Lazarus, R. S., & Folkman, S. (1984). Stress, appraisal, and coping. New York: Springer.
Lepine, J. A., Podsakoff, N. P., & Lepine, M. A. (2005). A meta-analytic test of the challenge stressor-hindrance stressor framework: an explanation for inconsistent relationships among stressors and performance. Academy of Management Journal, 48, 764–775. doi:10.5465/AMJ.2005.18803921.
Litt, M. D. (1988). Cognitive mediators of stressful experience: self-efficacy and perceived control. Cognitive Therapy and Research, 12, 241–260.
Livingstone, L. P., Nelson, D. L., & Barr, S. H. (1997). Person-environment fit and creativity: an examination of supply-value and demand-ability versions of fit. Journal of Management, 23, 119–146.
Lu, L., Chang, Y.-Y., & Lai, S. Y.-L. (2011). What differentiates success from strain: the moderating effects of self-efficacy. International Journal of Stress Management, 18, 396–412.
Liu, C., Liu, Y., Mills, M. J., & Fan, J. (2013). Job stressors, job performance, job dedication, and the moderating effect of conscientiousness: a mixed-method approach. International Journal of Stress Management, 20(4), 336–363
MacKinnon, D. P., Lockwood, C. M., & Williams, J. (2004). Confidence limits for the indirect effect: distribution of the product and resampling methods. Multivariate Behavioral Research, 39, 99–128. doi:10.1207/s15327906mbr3901_4.
McGregor, H. A., & Elliot, A. J. (2002). Achievement goals as predictors of achievement-relevant processes prior to task engagement. Journal of Educational Psychology, 94, 381–395. doi:10.1037/0022-0663.94.2.381.
Meichenbaum, D. (1985). Stress inoculation: a preventative approach. Issues in Mental Health Nursing, 7, 419–435.
Meichenbaum, D. (1993). Stress inoculation training: a 20-year update. In P. M. Lehrer & R. L. Woolfolk (Eds.), Principles and practice of stress management (pp. 373–406). New York: The Guilford Press.
Meichenbaum, D., & Deffenbacher, J. L. (1988). Stress inoculation training. Counseling Psychologist, 16, 69–90.
Meissel, K., & Rubie-Davies, C. M. (2016). Cultural invariance of goal orientation and self-efficacy in New Zealand: relations with achievement. British Journal of Educational Psychology, 86, 92–111. doi:10.1111/bjep.12103.
Morgeson, F. P., & Humphrey, S. E. (2006). The Work Design Questionnaire (WDQ): developing and validating a comprehensive measure for assessing job design and the nature of work. Journal of Applied Psychology, 91, 1321–1339. doi:10.1037/0021-9010.91.6.1321.
Multon, K. D., Brown, S. D., & Lent, R. W. (1991). Relation of self-efficacy beliefs to academic outcomes: a meta-analytic investigation. Journal of Counseling Psychology, 38, 30–38.
Noe, R. A., & Schmitt, N. (1986). The influence of trainee attitudes on training effectiveness: test of a model. Personnel Psychology, 39, 497–523. doi:10.1111/j.1744-6570.1986.tb00950.x.
Ohly, S., & Fritz, C. (2010). Work characteristics, challenge appraisal, creativity and proactive behavior: a multi-level study. Journal of Organizational Behavior, 31, 543–565. doi:10.1002/job.633.
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 & Stress, 25, 355–370. doi:10.1080/02678373.2011.634282.
Park, H., Beehr, T. A., Han, K., & Grebner, S. I. (2012). Demands-abilities fit and psychological strain: moderating effects of personality. International Journal of Stress Management, 19, 1–33. doi:10.1037/a0026852.
Perrewé, P. L., & Zellars, K. L. (1999). An examination of attributions and emotions in the transactional approach to the organizational stress process. Journal of Organizational Behavior, 20, 739–752.
Peterson, M. F., Smith, P. B., Akande, A., Ayestaran, S., Bochner, S., Callan, V., et al. (1995). Role conflict, ambiguity, and overload: a 21-nation study. Academy of Management Journal, 38, 429–452. doi:10.2307/256687.
Ployhart, R. E., & Vandenberg, R. J. (2010). Longitudinal research: the theory, design, and analysis of change. Journal of Management, 36, 94–120.
Podsakoff, N. P., LePine, J. A., & LePine, M. A. (2007). Differential challenge stressor-hindrance stressor relationships with job attitudes, turnover intentions, turnover, and withdrawal behavior: a meta-analysis. Journal of Applied Psychology, 92, 438–454. doi:10.1037/0021-9010.92.2.438.
Preacher, K. J., & Hayes, A. F. (2004). SPSS and SAS procedures for estimating indirect effects in simple mediation models. Behavior Research Methods, Instruments, & Computers, 36, 717–731. doi:10.3758/BF03206553.
Preacher, K. J., Rucker, D. D., & Hayes, A. F. (2007). Addressing moderated mediation hypotheses: theory, methods, and prescriptions. Multivariate Behavioral Research, 42, 185–227. doi:10.1080/00273170701341316.
Riggs, M. L., Warka, J., Babasa, B., Betancourt, R., & Hooker, S. (1994). Development and validation of self-efficacy and outcome expectancy scales for job-related applications. Educational and Psychological Measurement, 54, 793–802. doi:10.1177/0013164494054003026.
Rizzo, J. R., House, R. J., & Lirtzman, S. I. (1970). Role conflict and ambiguity in complex organizations. Administrative Science Quarterly, 15, 150–163. doi:10.2307/2391486.
Rodell, J. B., & Judge, T. A. (2009). Can “good” stressors spark “bad” behaviors? The mediating role of emotions in links of challenge and hindrance stressors with citizenship and counterproductive behaviors. Journal of Applied Psychology, 94, 1438–1451. doi:10.1037/a0016752.
Roseman, I. J., Spindel, M. S., & Jose, P. E. (1990). Appraisals of emotion-eliciting events: testing a theory of discrete emotions. Journal of Personality and Social Psychology, 59, 899–915. doi:10.1037/0022-3514.59.5.899.
Rubino, C., Luksyte, A., Perry, S., & Volpone, S. D. (2009). How do stressors lead to burnout? The mediating role of motivation. Journal of Occupational Health Psychology, 14, 289–304. doi:10.1037/a0015284.
Ryan, R. M., & Connell, J. P. (1989). Perceived locus of causality and internalization: examining reasons for acting in two domains. Journal of Personality and Social Psychology, 57, 749–761. doi:10.1037/0022-3514.57.5.749.
Ryan, R. M., & Deci, E. L. (2000). Self-determination theory and the facilitation of intrinsic motivation, social development, and well-being. American Psychologist, 55, 68–78. doi:10.1037/0003-066X.55.1.68.
Saunders, T., Driskell, J. E., Johnston, J. H., & Salas, E. (1996). The effect of stress inoculation training on anxiety and performance. Journal of Occupational Health Psychology, 1, 170–186.
Schaubroeck, J., & Merritt, D. E. (1997). Divergent effects of job control on coping with work stressors: the key role of self-efficacy. Academy of Management Journal, 40, 738–754. doi:10.2307/257061.
Scherer, K. R., Schorr, A., & Johnstone, T. (2001). Appraisal processes in emotion: theory, methods, research. New York, NY: Oxford University Press.
Schunk, D. H. (1991). Self-efficacy and academic motivation. Educational Psychologist, 26, 207–231.
Seo, M., Barrett, L., & Bartunek, J. M. (2004). The role of affective experience in work motivation. Academy of Management Review, 29, 423–439. doi:10.5465/AMR.2004.13670972.
Siemer, M., Mauss, I., & Gross, J. J. (2007). Same situation—different emotions: how appraisals shape our emotions. Emotion, 7, 592–600. doi:10.1037/1528-3542.7.3.592.
Smith, C. A., & Ellsworth, P. C. (1985). Patterns of cognitive appraisal in emotion. Journal of Personality and Social Psychology, 48, 813–838. doi:10.1037/0022-3514.48.4.813.
Smith, C. A., & Lazarus, R. S. (1993). Appraisal components, core relational themes, and the emotions. Cognition & Emotion, 7, 233–269. doi:10.1080/02699939308409189.
Spector, P. E. (1996). Industrial and organizational psychology. John Wiley & Sons, Inc.
Spector, P. E., & Brannick, M. T. (2011). Methodological urban legends: the misuse of statistical control variables. Organizational Research Methods, 14, 287–305.
Spector, P. E., Liu, C., & Sanchez, J. I. (2015). Methodological and substantive issues in conducting multinational and cross-cultural research. In F. P. Morgeson, H. Aguinis, & S. J. Ashford (Eds.), Annual review of organizational psychology and organizational behavior (Vol. 2, pp. 101–131). Annual Reviews, CA: Palo Alto.
Steers, R. M., & Porter, L. W. (Eds.) (1975). Motivation and work behavior. New York: McGraw-Hill.
Tomaka, J., Blascovich, J., Kelsey, R. M., & Leitten, C. L. (1993). Subjective, physiological, and behavioral effects of threat and challenge appraisal. Journal of Personality and Social Psychology, 65, 248–260.
Tomaka, J., Palacois, R. L., & Lovegrove, A. (1995). Manipulation of threat and challenge responses. Psychophysiology, 32, S76.
Tomaka, J., Blascovich, J., Kibler, J., & Ernst, J. M. (1997). Cognitive and physiological antecedents of threat and challenge appraisal. Journal of Personality and Social Psychology, 73, 63–72. doi:10.1037/0022-3514.73.1.63.
Tomaka, J., Palacios, R., Schneider, K. T., Colotla, M., Concha, J. B., & Herrald, M. M. (1999). Assertiveness predicts threat and challenge reactions to potential stress among women. Journal of Personality and Social Psychology, 76, 1008–1021. doi:10.1037/0022-3514.76.6.1008.
Tong, E. W., & Tay, K. H. (2011). S-shaped appraisal-emotion relationships: the role of neuroticism. Social Psychological and Personality Science, 2, 487–493. doi:10.1177/1948550611398414.
Tsai, W. C., Chen, C., & Liu, H. (2007). Test of a model linking employee positive moods and task performance. Journal of Applied Psychology, 92, 1570–1583. doi:10.1037/0021-9010.92.6.1570.
van der Klink, J. J. L., Blonk, R. W. B., Schene, A. H., & van Dijk, F. J. H. (2001). The benefits of interventions for work-related stress. American Journal of Public Health, 91, 270–276.
Van de Vijver, F. J. R., & Leung, K. (2011). Equivalence and bias: a review of concepts, models, and data analytic procedures. In D. Matsumoto & F. J. R. van de Vijver (Eds.), Cross-cultural research methods in psychology (pp. 17–45). Cambridge, MA: Cambridge University Press.
Van den Broeck, A., De Cuyper, N., De Witte, H., & Vansteenkiste, M. (2010). Not all job demands are equal: differentiating job hindrances and job challenges in the job demands-resources model. European Journal of Work and Organizational Psychology, 19, 735–759. doi:10.1080/13594320903223839.
Vroom, V. H. (1964). Work and motivation. New York: Wiley.
Webster, J. R., Beehr, T. A., & Love, K. (2011). Extending the challenge-hindrance model of occupational stress: the role of appraisal. Journal of Vocational Behavior, 79, 505–516.
Werner, O., & Campbell, D. (1970). Translation, working through interpreters and the problem of decentering. In R. Naroll & R. Cohen (Eds.), A handbook of method in cultural anthropology (pp. 398–420). New York: Natural history Press.
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Liu, C., Li, H. Stressors and Stressor Appraisals: the Moderating Effect of Task Efficacy. J Bus Psychol 33, 141–154 (2018). https://doi.org/10.1007/s10869-016-9483-4
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DOI: https://doi.org/10.1007/s10869-016-9483-4