Dynamic patterns of flow in the workplace: Characterizing within-individual variability using a complexity science approach

Journal of Organizational Behavior

Volumn 32, Issue 4, 2011, Pages 627-651

  Ceja, Lucía ^a,b   Navarro, José ^b  

^a IESE BUSINESS SCHOOL   (Spain)

^b UNIVERSITY OF BARCELONA   (Spain)

Author keywords

Chaos; Dynamic patterns; Flow; Well being; Within individual variability

Indexed keywords

EID: 79954615002     PISSN: 08943796     EISSN: 10991379     Source Type: Journal    
DOI: 10.1002/job.747     Document Type: Article

References (93)

1. Arrieta, C., Navarro, J., & Vicente, S. (2008). Factores asociados a la emergencia de patrones diferenciales de la motivación en el trabajo [Variables related to the emergence of differential patterns in work motivation]. Psicothema, 20, 745-752.
2. Arthur, W. B. (1989). The economy and complexity. In D. L. Stein (Ed.), Lectures in the sciences of complexity (pp. 713-740). Redwood City, CA: Addison-Wesley.
3. Asakawa, K. (2004). Flow experience and autotelic personality in Japanese college students: How do they experience challenges in daily life? Journal of Happiness Studies, 5, 123-154.
4. Bakker, A. B. (2005). Flow among music teachers and their students: The crossover of peak experiences. Journal of Vocational Behavior, 66, 26-44.
5. Barton, S. (1994). Chaos, self-organization, and psychology. American Psychologist, 49, 5-14.
6. Beal, D. J., & Ghandour, L. (2010). Stability, change, and the stability of change in daily workplace affect. Journal of Organizational Behavior (advance online publication). DOI: 10.1002/job.713.
7. Bedeian, A. G., Ferris, G. R., & Kacmar, K. M. (1992). Age, tenure, and job satisfaction: A tale of two perspectives. Journal of Vocational Behavior, 40, 33-48.
8. Bedeian, A. G., Pizzolatto, A. B., Long, R. G., & Griffeth, R. W. (1991). The measurement and conceptualization of career stages. Journal of Career Development, 17, 153-166.
9. Benzécri, J. P. (1992). Correspondence analysis handbook. New York, NY: Marcel Dekker.
10. Cameron, K. S., Dutton, J. E., & Quinn, R. E. (2003). Foundations for positive organizational scholarship. In K. Cameron, & J. E. Dutton, & R. Quinn (Eds.), Positive organizational scholarship (pp. 3-13). Thousand Oaks, CA: Berret-Kohler.
11. Ceja, L., & Navarro, J. (2009). Dynamics of flow: A nonlinear perspective. Journal of Happiness Studies, 10, 665-684.
12. Chen, J. S., & Gursoy, D. (2000). Cross-cultural comparison of the information sources used by first time and repeat travelers and its marketing implications. International Journal of Hospitality Management, 19, 191-203.
13. Cornejo, J. M. (1988). Técnicas de investigación social: el Análisis de Correspondencias [Methodologies for social research: The multiple correspondence analysis]. Barcelona Spain: PPU.
14. Csikszentmihalyi, M. (1975). Beyond boredom and anxiety: Experiencing flow in work and play. San Francisco, CA: Jossey-Bass.
15. Csikszentmihalyi, M. (1988). The flow experience and its significance for human psychology. In M. Csikszentmihalyi, & I. S. Csikszentmihalyi (Eds.), Optimal experience: Psychological studies of flow in consciousness (pp. 15-35). New York, NY: Cambridge University Press.
16. Csikszentmihalyi, M. (1990). Flow: The psychology of optimal experience. New York, NY: Harper and Row Publishers.
17. Csikszentmihalyi, M. (1993). The evolving self. New York, NY: Harper and Row.
18. Csikszentmihalyi, M. (1997). Finding flow: The psychology of engagement with everyday life. New York, NY: Harper Collins.
19. Csikszentmihalyi, M. (2003). Good business, leadership, flow, and the making of meaning. New York, NY: Pinguin Books.
20. Csikszentmihalyi, M., & LeFevre, J. (1989). Optimal experience in work and leisure. Journal of Personality and Social Psychology, 56, 815-822.
21. Csikszentmihalyi, M., Rathunde, K., & Whalen, S. (1993). Talented teenagers: The roots of success and failure. New York, NY: Cambridge University Press.
22. Cvitanovic, P. (1989). Universality in chaos. Bristol, UK: Adam Hilger.
23. Dalal, R. S., & Hulin, C. L. (2008). Motivation for what? The criterion question. In R. Kanfer, G. Chen, & R. D. Pritchard (Eds.), Work motivation: Past, present and future (pp. 63-100). New York, NY: Routledge.
24. Debus, M., & Sonnentag, S. (2009). Joy, happiness and total involvement at work: Flow experiences as a mediator between state of being recovered in the morning and affective states at the end of the workday. Paper presented at the 14th European Congress of Work and Organizational Psychology, Santiago de Compostela, Spain.
25. Delle Fave, A., & Bassi, M. (2000). The quality of experience in adolescents' daily lives: Developmental perspectives. Genetic, Social and General Psychology Monographs, 126, 347-367.
26. Delle Fave, A., & Massimini, F. (1988). Modernization and changing contexts of flow in work and leisure. In M. Csikszentmihalyi, & I. S. Csikszentmihalyi (Eds.), Optimal experience: Psychological studies of flow in consciousness (pp. 193-213). New York, NY: Cambridge University Press.
27. Demerouti, E. (2006). Job characteristics, flow, and performance: The moderating role of conscientiousness. Journal of Occupational Health Psychology, 11, 266-280.
28. Dendrinos, D., & Sonis, M. (1990). Chaos and socio-spatial dynamics. New York, NY: Springer-Verlag.
29. Diener, E. (1996). Traits can be powerful, but are not enough: Lessons from subjective well-being. Journal of Research in Personality, 30, 389-399.
30. Diener, E. (2000). Subjective well-being: The science of happiness, and a proposal for a national index. American Psychologist, 55, 34-43.
31. Diener, E., Suh, E. M., Lucas, R. E., & Smith, H. L. (1999). Subjective well-being: Three decades of progress. Psychological Bulletin, 125, 372.
32. Dimotakis, N., Scott, B. A., & Koopman, J. (2010). An experience sampling investigation of workplace interactions, affective states, and employee well-being. Journal of Organizational Behavior (advance online publication). Doi:10.1002/job.722.
33. Eisenberger, R., Jones, J. R., Stinglhamber, F., Shanock, L., & Randall, A. T. (2005). Flow experiences at work: For high need achievers alone? Journal of Organizational Behavior, 26, 755-775.
34. Fredrickson, B. L. (1998). What good are positive emotions? Review of General Psychology, 2, 300-319.
35. Fredrickson, B. L. (2001). The role of positive emotions in positive psychology: The broaden-and-build theory of positive emotions. American Psychologist, 56, 218-226.
36. Fredrickson, B. L., & Branigan, C. A. (2005). Positive emotions broaden the scope of attention and thought-action repertoires. Cognition and Emotion, 19, 313-332.
37. Fredrickson, B. L., & Losada, M. F. (2005). Positive affect and the complex dynamics of human flourishing. American Psychologist, 60, 678-686.
38. Fredrickson, B. L., Tugade, M. M., Waugh, C. E., & Larkin, G. (2003). What good are positive emotions in crises? A prospective study of resilience and emotions following the terrorist attacks on the United States of September 11th, 2001. Journal of Personality and Social Psychology, 84, 365-376.
39. Freeman, W. J. (1991). The physiology of perception. Scientific American, 264, 78-85.
40. Fullagar, C. J., & Kelloway, K. (2009). 'Flow' at work: An experience sampling approach. Journal of Occupational and Organizational Psychology, 82, 595-615.
41. Goldberger, A. L. (1991). Is the normal heartbeat chaotic or homeostatic? News in Physiological Sciences, 6, 87-91.
42. Gottman, J. M., Murray, J. D., Swanson, C., Tyson, R., & Swanson, K. R. (2003). The mathematics of marriage: Dynamic nonlinear models. Cambridge, MA: MIT Press.
43. Gregersen, H., & Sailer, L. (1993). Chaos theory and its implications for social science research. Human Relations, 46, 777-802.
44. Guastello, S. J. (1995). Chaos, catastrophe, and human affairs: Applications of nonlinear dynamics to work, organizations, and social evolution. Mahwah, NJ: Erlbaum.
45. Guastello, S. J. (2002). Managing emergent phenomena: Nonlinear dynamics in work organizations. Mahwah, NJ: Lawrence Erlbaum Associates.
46. Guastello, S. J., Johnson, E. A., & Rieke, M. (1999). Nonlinear dynamics of motivational flow. Nonlinear Dynamics, Psychology, and Life Sciences, 3, 259-273.
47. Guastello, S. J., Koopmans, M., & Pincus, D. (Eds.) (2009). Chaos and complexity in psychology. The theory of nonlinear dynamical systems. New York, NY: Cambridge University Press.
48. Guastello, S. J., & Liebovitch, L. S. (2009). Introduction to nonlinear dynamics and complexity. In S. J. Guastello, M. Koopmans, & D. Pincus (Eds.), Chaos and complexity in psychology. The theory of nonlinear dynamical systems (pp. 1-40). New York, NY: Cambridge University Press.
49. Hair, J. E., Anderson, R. E., Tatham, R. L., & Black, W. C. (1998). Multivariate data analysis. Upper Saddle River, NJ: Prentice-Hall.
50. Heath, R. A. (2000). Nonlinear dynamics: Techniques and applications in psychology. Mahwah, NJ: Lawrence Erlbaum Assocs.
51. Hektner, J. M. (1996). Exploring optimal personality development: A longitudinal study of adolescents. Unpublished Doctoral Dissertation, University of Chicago, USA.
52. Hektner, J. M., Schmidt, J. A., & Csikszentmihalyi, M. (2007). Experience sampling method: Measuring the quality of everyday life. London: Sage Publications.
53. Heller, D., Watson, D., & Ilies, R. (2006). The dynamic process of life satisfaction. Journal of Personality, 74, 1421-1450.
54. Ilies, R., Dimotakis, N., & De Pater, I. E. (2010). Psychological and physiological reactions to high workloads: Implications for well-being. Personnel Psychology, 63, 407-436.
55. Ilies, R., Johnson, M., Judge, T. A., & Keeney, J. (2010). A within-individual study of interpersonal conflict as a work stressor: Dispositional and situational moderators. Journal of Organizational Behavior (advance online publication). DOI: 10.1002/job.677
56. Ilies, R., Schwind, K., & Heller, D. (2007). Employee well-being: A multi-level model linking work and non-work domains. European Journal of Work and Organizational Psychology, 16, 326-341.
57. Jackson, S. A. (1996). Toward a conceptual understanding of the flow experience in elite athletes. Research Quarterly for Exercise and Sport, 67, 76-90.
58. Jackson, S. A., & Csikszentmihalyi, M. (1999). Flow in sports: The keys to optimal experiences and performances. Champaign, IL: Human Kinetics.
59. Judge, T. A., & Ilies, R. (2004). Affect and job satisfaction: A study of their relationship at work and at home. Journal of Applied Psychology, 89, 661-673.
60. Kacmar, K. M., & Ferris, G. R. (1989). Theoretical and methodological considerations in the age-job satisfaction relationship. Journal of Applied Psychology, 74, 78-90.
61. Kaplan, D., & Glass, L. (1995). Understanding nonlinear dynamics. New York, NY: Oxford University Press.
62. Kaplan, D. T., Furman, M. I., Pincus, S. M., Ryan, S. M., Lipsitz, L. A., & Golderberger, A. L. (1991). Aging and the complexity of cardiovascular dynamics. Biophysical Journal, 59, 945-949.
63. LeFevre, J. (1988). Flow and the quality of experience during work and leisure. In M. Csikszentmihalyi, & I. S. Csikszentmihalyi (Eds.), Optimal experience: Psychological studies of flow in consciousness (pp. 307-318). New York, NY: Cambridge University Press.
64. Lorenz, E. N. (1993). The essence of chaos. Seattle, WA: University of Washington Press.
65. Losada, M., & Heaphy, E. (2004). The role of positivity and connectivity in the performance of business teams. American Behavioral Scientist, 47, 740-765.
66. Marwan, N., Romano, M. C., Thiel, M., & Kurths, J. (2007). Recurrence plots for the analysis of complex systems. Physics Reports, 438, 237-329.
67. Massimini, F., & Carli, M. (1988). The systematic assessment of flow in daily experience. In M. Csikszentmihalyi, & I. S. Csikszentmihalyi (Eds.), Optimal experience: Psychological studies of flow in consciousness (pp. 266-287). New York, NY: Cambridge University Press.
68. Massimini, F., Csikszentmihalyi, M., & Carli, M. (1987). Optimal experience: A tool for psychiatric rehabilitation. Journal of Nervous and Mental Disease, 175, 545-549.
69. Mathews, K. M., White, M. C., & Long, R. G. (1999). Why study the complexity in the social sciences? Human Relations, 52, 439-462.
70. Miles, M. B., & Huberman, A. M. (1994). Qualitative data analysis. Thousands Oaks, CA: Sage.
71. Moneta, G., & Csikszentmihalyi, M. (1996). The effect of perceived challenges and skills on the quality of subjective experience. Journal of Personality, 64, 275-310.
72. Morrison, F. (1991). The art of modeling dynamic systems. New York, NY: Willey.
73. Nakamura, J., & Csikszentmihalyi, M. (2002). The concept of flow. In C. R. Snyder, & J. S. Lopez (Eds.), Handbook of positive psychology (pp. 89-105). New York, NY: Oxford University Press.
74. Navarro, J. (2006). Caos, complejidad y consultoría [Chaos, complexity and consultancy]. In S. Quijano (Ed.), Dirección de recursos humanos y consultoría en las organizaciones (pp. 171-200). Barcelona, Spain: Icaria Editorial.
75. Navarro, J., & Arrieta, C. (2010). Chaos in human behaviour: The case of work motivation. The Spanish Journal of Psychology, 13, 243-255.
76. Olsen, L. F., Truty, G. L., & Schaffer, W. M. (1988). Oscillations and chaos in epidemics: A nonlinear dynamic study of six childhood diseases in Copenhagen, Denmark. Theoretical Population Biology, 33, 344-370.
77. Prigogine, I., & Stengers, S. (1984). Order out of chaos. New York, NY: Heinemann.
78. Reis, H. T., Sheldon, K. M., Gable, S. L., Roscoe, R., & Ryan, R. (2000). Daily well-being: The role of autonomy, competence, and relatedness. Personality and Social Psychology Bulletin, 26, 419-435.
79. Richards, D. (1990). Is strategic decision making chaotic? Behavioral Science, 35, 219-232.
80. Salanova, M., Bakker, A. B., & Llorens, S. (2006). Flow at work: Evidence for an upward spiral of personal resources and organizational resources. Journal of Happiness Studies, 7, 1-22.
81. Schmidt, J. A., Shernoff, D. J., & Csikszentmihalyi, M. (2007). Individual and situational factors related to the experience of flow in adolescence: A multilevel approach. In A. D. Ong, & M. H. M. van Dulmen (Eds.), Oxford handbook of methods in positive psychology (pp. 542-558). New York, NY: Oxford University Press.
82. Schreiber, T., & Schmitz, A. (2000). Surrogate time series. Physica D, 142, 346-382.
83. Schuldberg, D. (2006). Complicato, ma non troppo: A small nonlinear model and the good life. In A. Delle Fave (Ed.), Dimensions of well-being (pp. 552-566). Milano: FrancoAngeli.
84. Schuldberg, D., & Gottlieb, J. (2002). Dynamics and correlates of microscopic changes in affect. Nonlinear Dynamics, Psychology, and Life Sciences, 6, 231-257.
85. Seligman, M. E. P., & Csikszentmihalyi, M. (2000). Positive psychology: An introduction. American Psychologist, 55, 5-14.
86. Skarda, C. A., & Freeman, W. J. (1987). How brains make chaos in order to make sense of the world. Behavioral and Brain Sciences, 10, 161-195.
87. Sonnentag, S. (2003). Recovery, work engagement, and proactive behaviour: A new look at the interface between work and non-work. Journal of Applied Psychology, 88, 518-528.
88. Sonnentag, S., & Zijlstra, F. R. H. (2006). Job characteristics and off-job time activities as predictors of need for recovery, well-being, and fatigue. Journal of Applied Psychology, 91, 330-350.
89. Stein, G. L., Kimiecik, J., Danields, J., & Jackson, S. (1995). Psychological antecedents of flow in recreational sports. Personality and Social Psychology Bulletin, 21, 125-135.
90. Vallacher, R. R., & Nowak, A. (1994). The chaos in social psychology. In R. R. Vallacher, & A. Nowak (Eds.), Dynamical systems in social psychology (pp. 1-16). San Diego: Academic Press.
91. Vallacher, R. R., & Nowak, A. (1997). The emergence of dynamical social psychology. Psychological Inquiry, 8, 73-99.
92. Van Geert, P. (2009). Nonlinear complex dynamical systems in developmental psychology. In S. J. Guastello, M. Koopmans, & D. Pincus (Eds.), Chaos and complexity in psychology: The theory of nonlinear dynamical systems (pp. 242-281). New York, NY: Cambridge University Press.
93. Wells, A. J. (1988). Self-esteem and optimal experience. In M. Csikszentmihalyi, & I. S. Csikszentmihalyi (Eds.), Optimal experience: Psychological studies of flow in consciousness (pp. 327-341). New York, NY: Cambridge University Press.