Abstract
Subjective time is fundamental to understanding individuals’ experience of happiness and well-being. More specifically, temporal focus is an individual difference that, as separate dimensions, refers to the attention that people pay to their psychological past, present, and future. Taken together, temporal foci form profiles that are likely to influence well-being across a person´s lifespan. In this context, there is a paucity of research about the influence of temporal focus profiles on many cognitive, affective, and trait-like constructs that are relevant to well-being, in different population segments, and alternative (non-Anglo-Saxon) cultures. To address this void in research, we conducted two cross-sectional, survey-based studies in Mexico. We used two-step cluster analysis to uncover initial temporal focus profiles in undergraduate students (Study 1), and highly educated employees (Study 2). We tested the differences across the profiles that we uncovered in five well-being-related constructs that are relevant to each population segment. Comparing and contrasting the results of the two studies, less variety of temporal focus profiles was found in employees than in students. Also, whereas temporal focus profiles in students exhibited larger differences in affective outcomes (e.g., positive and negative affective well-being), the profiles showed larger differences in cognitive constructs in employees (e.g., occupational self-efficacy, core self-evaluations, and life satisfaction). Overall, the results highlight the importance of identifying and characterizing temporal focus profiles in different population segments, and in different cultures, so as to enable the implementation of nuanced strategies to improve well-being.
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Another possibility is that ruminator undergraduates do not pursue graduate studies.
References
Allen, N., & Meyer, J. P. (1990). The measurement and antecedents of affective, continuance and normative commitment to the organization. Journal of Occupational Psychology, 63, 1–18. https://doi.org/10.1111/j.2044-8325.1990.
Allen, N. J., & Meyer, J. P. (1991). A three-component conceptualization of organizational commitment. Human Resource Management Review, 1, 61–89. https://doi.org/10.1016/1053-4822(91)90011-Z.
Anderson, A., Kaplan, S., & Vega, R. (2015). The impact of telework on emotional experience: When, and for whom, does telework improve daily affective well-being? European Journal of Work and Organizational Psychology, 24(6), 882–897. https://doi.org/10.1080/1359432x.2014.966086.
Bailen, N., Green, L., & Thompson, R. (2019). Understanding emotion in adolescents: A review of emotional frequency, intensity, instability, and clarity. Emotion Review, 11(1), 63–73. https://doi.org/10.1177/1754073918768878.
Bandura, A. (2018). Toward a psychology of human agency: Pathways and reflections. Perspectives on Psychological Science, 13(2), 130–136. https://doi.org/10.1177/1745691617699280.
Brayfield, A. H., & Rothe, H. (1951). An index of job satisfaction. Journal of Applied Psychology, 35, 207–311. https://doi.org/10.1037/t08600-000.
Brown, K. W., & Ryan, R. M. (2003). The benefits of being present: Mindfulness and its role in psychological well-being. Journal of Personality and Social Psychology, 84(4), 822–848. https://doi.org/10.1037/0022-3514.84.4.822.
Brunner, M., Keller, U., Dierendonck, C., Reichert, M., Ugen, S., Fischbach, A., & Martin, R. (2010). The structure of academic self-concepts revisited: The nested Marsh/Shavelson model. Journal of Educational Psychology, 102(4), 964–981. https://doi.org/10.1037/a0019644.
Cernas-Ortiz, D. A., & Davis, M. A. (2016). Future and past negative time perspective influences on job satisfaction and organizational commitment in Mexico and the United States. Management Research, 14(3), 317–338. https://doi.org/10.1108/MRJIAM-04-2016-0665.
Cernas-Ortiz, D. A., Mercado-Salgado, P., & Davis, M. (2018). Future time perspective, job satisfaction, and organizational commitment: The mediating effect of self-efficacy, hope, and vitality. Journal of Work and Organizational Psychology, 34(1), 1–9. https://doi.org/10.5093/jwop2018a1.
Çetin, F., & Aşkun, D. (2019). The effect of occupational self-efficacy on work performance through intrinsic work motivation. Management Research Review, 41(2), 186–201. https://doi.org/10.1108/MRR-03-2017-0062.
Cladellas, R., Muro, A., Vargas-Guzmán, E., Bastardas, A., & Gomá-i-Freixanet, M. (2017). Sensation seeking and high school performance. Personality and Individual Differences, 177, 117–121. https://doi.org/10.1016/j.paid.2017.05.049.
Cojuharenco, I., Patient, D., & Bashshur, M. R. (2011). Seeing the forest or the trees of organizational justice: Effects of temporal perspective on employee concerns about unfair treatment at work. Organizational Behavior and Human Decision Processes, 116(1), 17–31. https://doi.org/10.1016/j.obhdp.2011.05.008.
Colarelli, S., & Arvey, R. (2015). The Biological Foundations of Organizational Behavior. Chicago.
Cropley, M., & Purvis, L. M. (2003). Job strain and rumination about work issues during leisure time: A dairy study. European Journal of Work and Organizational Psychology, 12(3), 195–207. https://doi.org/10.1080/13594320344000093.
Desjardine, M., & Shi, W. (2021). How temporal focus shapes the influence of executive compensation on risk taking. Academy of Management Journal, 64(1), 265–292. https://doi.org/10.5465/amj.2018.1470.
Diener, E., Emmons, R. A., Larsen, R., & Griffin, S. (1985). The satisfaction with life scale. Journal of Personality Assessment, 49(1), 71–75. https://doi.org/10.1207/s15327752jpa4901_13.
Diener, E., Suh, E., Lucas, R., & Smith, H. (1999). Subjective well-being: Three decades of progress. Psychological Bulletin, 125(2), 276–302. https://doi.org/10.1037/0033-2909.125.2.276.
Diener, E., Lucas, R. E., & Scollon, C. N. (2006). Beyond the hedonic treadmill: Revising the adaptation theory of well-being. American Psychologist, 61(4), 305–314. https://doi.org/10.1037/0003-066X.61.4.305.
Ellis, P. (2010). The Essential Guide to Effect Sizes. Cambridge.
Fabrigar, L. R., Wegener, D., MacCallum, R., & Strahan, E. (1999). Evaluating the use of exploratory factor analysis in psychological research. Psychological Methods, 43(3), 272–299. https://doi.org/10.1037/1082-989X.4.3.272.
Gabriel, A. S., Campbell, J. T., Djurdjevic, E., Johnson, R. E., & Rosen, C. C. (2018). Fuzzy profiles: Comparing and contrasting Latent Profile Analysis and fuzzy set qualitative comparative analysis for person-centered research. Organizational Research Methods, 21(4), 877–904. https://doi.org/10.1177/1094428117752466.
García, A. K. (2023). 7 gráficos sobre la educación en México. El Economista. https://www.eleconomista.com.mx/politica/7-graficos-sobre-la-educacion-en-Mexico-20231025-0044.html.
Hair, J., Black, W., Babin, B., & Anderson, R. (2019). Multivariate Data Analysis. CENGAGE.
Hernández, G. (2023). ¿Jubilarse a los 65 años? El Economista. https://www.eleconomista.com.mx/capitalhumano/Jubilarse-a-los-65-anos-Proyecto-en-duda-para-el-58-de-los-trabajadores-en-Mexico-20230404-0100.html.
Hofstede, G., Hofstede, G. J., & Minkov, M. (2010). Cultures and organizations: Software of the mind. McGraw Hill. https://doi.org/10.1016/0030-5073(69)90013-0.
Hu, L., & Bentler, P. M. (1999). Cutoff criteria for fit indexes in covariance structure analysis: Conventional criteria versus new alternatives. Structural Equation Modeling, 6(1), 1–55. https://doi.org/10.1080/10705519909540118.
INEGI (2023). Encuesta Nacional de Ocupación y Empleo (ENOE), Población de 15 Años y Más. https://www.inegi.org.mx/programas/enoe/15ymas/.
Jochemczyk, L., Pietrzak, J., Buczkowski, R., Stolarski, M., & Markiewicz, L. (2017). You only live once: Present-hedonistic time perspective predicts risk propensity. Personality and Individual Differences, 115, 148–153. https://doi.org/10.1016/j.paid.2016.03.010.
Judge, T. (2009). Core self-evaluations and work success. Current Directions in Psychological Science, 18(1), 58–62. https://doi.org/10.1111/j.1467-8721.2009.01606.x.
Judge, T. A., Erez, A., Bono, J. E., & Thoresen, C. J. (2003). The core self-evaluations scale: Development of a measure. Personnel Psychology, 56(2), 303–331. https://doi.org/10.1111/j.1744-6570.2003.tb00152.x.
Judge, T., Jackson, C., Shaw, J., Scott, B., & Rich, L. (2007). Self-efficacy and work-related performance: The integral role of individual differences. Journal of Applied Psychology, 92(1), 107–127. https://doi.org/10.1037/0021-9010.92.1.107.
Kambara, K., Hihara, S., & Kornacka, M. (2023). The bidirectional associations of rumination with values-based action and depression among young adults in the school-to-work transition. Journal of Affective Disorders, 324, 300–308. https://doi.org/10.1016/j.jad.2022.12.126.
Ketchen, D., & Shook, C. (1996). The application of cluster analysis in strategic management research: An analysis and critique. Strategic Management Journal, 17, 441–458. https://doi.org/10.1002/(sici)1097-0266(199606)17:6%3C441::aid-smj819%3E3.0.co;2-g.
Kline, R. B. (2005). Details of Path Analysis. Principles and practice of structural equation modeling. Guilford.
Kooij, D., Kanfer, R., Betts, M., & Rudolph, C. (2018). Future time perspective: A systematic review and meta-analysis. Journal of Applied Psychology, 103(8), 867–893. https://doi.org/10.1037/apl0000306.
Krys, K., Haas, B. W., Igou, E. R., Kosiarczyk, A., Kocimska-Bortnowska, A., Kwiatkowska, A., Miu-Chi Lun, A., Maricchiolo, F., Park, J., Poláčková Šolcová, I., Sirlopú, D., Uchida, Y., Vauclair, C., Vignoles, V., Zelenski, J., Adamovic, M., Akotia, C., Albert, I., Appoh, L., & Bond, M. H. (2023). Introduction to a culturally sensitive measure of well-being: Combining life satisfaction and interdependent happiness across 49 different cultures. Journal of Happiness Studies, 24, 607–627. https://doi.org/10.1007/s10902-022-00588-1.
Levasseur, L., Shipp, A., Fried, Y., Rousseau, D., & Zimbardo, P. (2020). New perspectives on time perspective and temporal focus. Journal of Organizational Behavior, 41(3), 235–243. https://doi.org/10.1002/job.2435.
Li, X., Zhang, X., & Lyu, H. (2023). The longitudinal relationship between future time perspective and life satisfaction among Chinese adolescents. Personality and Individual Differences, 202, 111998. https://doi.org/10.1016/j.paid.2022.111998.
Locke, E. (1969). What is job satisfaction? Organizational Behavior and Human Performance, 4, 309–226.
Lyubomirsky, S., & Nolen-Hoeksema, S. (1995). Effects of self-focused rumination on negative thinking and interpersonal problem solving. Journal of Personality and Social Psychology, 69, 176–190. https://doi.org/10.1037/0022-3514.69.1.176.
Marsh, H. W., & Craven, R. G. (2006). Reciprocal effects of self-concept and performance from a multidimensional perspective: Beyond seductive pleasure and unidimensional perspectives. Perspectives on Psychological Science, 1(2), 133–163. https://doi.org/10.1111/j.1745-6916.2006.00010.x.
Martel, J. P., & Dupuis, G. (2006). Quality of work life: Theoretical and methodological problems, and presentation of a new model and measuring instrument. Social Indicators Research, 77(2), 333–368. https://doi.org/10.1007/s11205-004-5368-4.
McKay, M., Percy, A., Cole, J., Worrell, F., & Andretta, J. (2016). The relationship between time attitudes profiles and self-efficacy, sensation-seeking, and alcohol use: An exploratory study. Personality and Individual Differences, 97, 203–209. https://doi.org/10.1016/j.paid.2016.03.060.
McNamara, I. A., King, S. E., Corbin, W. R., & Fromme, K. (2022). A longitudinal examination of relations between competitive athletic participation, drinking norms, impulsivity, and sensation seeking and binge drinking throughout college. Psychology of Addictive Behaviors, 36(7), 837–848. https://doi.org/10.1037/adb0000849.
Meyer, J. P., Stanley, D., Herscovitch, L., & Topolnytsky, L. (2002). Affective, continuance, and normative commitment to the organization: A meta-analysis of antecedents, correlates, and consequences. Journal of Vocational Behavioral, 61, 20–52. https://doi.org/10.1006/jvbe.2001.1842.
Mogliner, C., Whillans, A., & Norton, M. I. (2018). Time, money, and subjective well-being. In E. Diener, S. Oishi & L. Tay (Eds.), Handbook of Well-being (pp. 1–16).
Mooi, E., & Sarstedt, M. (2011). A Concise Guide to Market Research. The process, data, and methods using IBM SPSS statistics. Springer.
Morgan, G., Wells, K., Andretta, J., & McKay, M. (2017). Temporal attitudes profile transition among adolescents: A longitudinal examination using mover-stayer latent transition analysis. Psychological Assessment, 29(7), 890–901. https://doi.org/10.1037/pas0000383.
Parkes, L. P., Schneider, S. K., & Bochner, S. (1999). Individualism-collectivism and self-concept: Social or contextual? Asian Journal of Social Psychology, 2, 367–383. https://doi.org/10.1111/1467-839X.00046.
Prahara, S. A., & Indriani, N. (2019). Employees: Occupational self-efficacy and work stress. Journal of Psychology and Instruction, 3(3), 91–96.
Putnick, D., & Bornstein, M. (2016). Measurement invariance conventions and reporting: The state of the art and future directions for psychology research. Developmental Review, 41, 71–90. https://doi.org/10.1016/j.dr.2016.06.004.
Robles, D. (2022). Más mujeres en la comunidad estudiantil. Igualdad de Género, UNAM. https://coordinaciongenero.unam.mx/2023/03/mas-mujeres-en-la-comunidad-estudiantil/#:~:text=En%20los%20datos%20estad%C3%ADsticos%20se,ciento%20de%20la%20poblaci%C3%B3n%20masculina.
Rodríguez-Ardura, I., & Meseguer-Artola, A. (2020). How to prevent, detect, and control common method variance in electronic commerce research. Journal of Theoretical and Applied Electronic Commerce Research, 15(2), 1–5. https://doi.org/10.4067/S0718-18762020000200101.
Rush, J., & Grouzet, F. M. E. (2012). It´s about time: Daily relationships between temporal perspective and well-being. The Journal of Positive Psychology, 7(5), 427–442. https://doi.org/10.1080/17439760.2012.713504.
Schyns, B., & von Collani, G. (2002). A new occupational self-efficacy scale and its relation to personality constructs and organizational variables. European Journal of Work and Organizational Psychology, 11(2), 219–241. https://doi.org/10.1080/13594320244000148.
Shipp, A. J. (2020). Temporal focus: A review of the past with an eye to the future. In F. M. E. Grouzet (Ed.), The Oxford Handbook of Psychology of Time Travel and Temporality (pp. 1–30). Oxford University Press. https://doi.org/10.1093/oxfordhb/9780190256685.013.9.
Shipp, A. J., & Aeon, B. (2019). Temporal focus: Thinking about the past, present, and future. Current Opinion in Psychology, 26, 37–43. https://doi.org/10.1016/j.copsyc.2018.04.005.
Shipp, A. J., Edwards, J. R., & Schurer Lambert, L. (2009). Conceptualization and measurement of temporal focus: The subjective experience of the past, present, and future. Organizational Behavior and Human Decision Processes, 110, 1–22. https://doi.org/10.1016/j.obhdp.2009.05.001.
Shipp, A. J., Allison, S. G., & Schurer Lambert, L. (2022). Profiles in time: Understanding the nature and outcomes of profiles of temporal focus. Journal of Applied Psychology, 107(9), 1640–1654. https://doi.org/10.1037/apl0000950.
Sirgy, J. (1986). Self-congruity: Toward a theory of personality and Cybernetics. Praeger.
Sirgy, J. (2020). The psychology of quality of life. Well-being and Positive Mental Health. Springer.
Sirgy, J. (2022). The Balanced Life: Using strategies from behavioral science to Enhance Well-being. Cambridge University Press.
Sobol-Kwapinska, M. (2009). Forms of present time orientation and satisfaction with life in the context of attitudes toward past and future. Social Behavior and Personality, 37(4), 433–440. https://doi.org/10.2224/sbp.2009.37.4.433.
Spector, P. (1988). Development of the work locus of control scale. Journal of Occupational Psychology, 6, 335–340. https://doi.org/10.1111/j.2044-8325.1988.tb00470.x.
SPSS IBM Documentation (2021). TwoStep Cluster Analysis. https://www.ibm.com/docs/en/spss-statistics/25.0.0?topic=features-twostep-cluster-analysis.
Stanley, L., Kellermanns, F., & Zellweger, T. (2017). Latent profile analysis: Understanding family firm profiles. Family Business Review, 30(1), 84–102. https://doi.org/10.1177/0894486516677426.
Stephenson, M., Hoyle, R., Palmgreen, P., & Slater, M. (2003). Brief measures of sensation seeking for screening and large-scale surveys. Drug and Alcohol Dependence, 72(3), 279–286. https://doi.org/10.1016/j.drugalcdep.2003.08.003.
Stolarski, M., Matthews, G., Postek, S., Zimbardo, P., & Bitner, J. (2014). How we feel is a matter of time: Relationships between time perspectives and mood. Journal of Happiness Studies, 15(4), 809–827. https://doi.org/10.1007/s10902-013-9450-y.
Treynor, W., González, R., & Nolen-Hoeksema, S. (2003). Rumination reconsidered: A psychometric analysis. Cognitive Therapy and Research, 27, 247–259. https://doi.org/10.1023/A:1023910315561.
UNAM. (2017). Estudio Comparativo Del Perfil De Los Alumnos De Primer Ingreso De Bachillerato Y Licenciatura. Universidad Nacional Autónoma de México.
Van Katwyk, P., Fox, S., Spector, P., & Kelloway, K. (2000). Using the job-related affect well-being scale (JAWS) to investigate affective responses to work stressors. Journal of Occupational Health Psychology, 5(2), 219–230. https://doi.org/10.1037/1076-8998.5.2.219.
Varela, O., Esqueda, S., & Pérez, O. (2009). Birds of a feather? A test of cultural homogenity among a sample of Latin American Countries. Management Research, 7(1), 49–59. https://doi.org/10.2753/JMR1536-5433070104.
Walsh, L., Boehm, L., & Lyubomirsky, S. (2018). Does happiness promote career success? Revisiting the evidence. Journal of Career Assessment, 26(2), 199–219. https://doi.org/10.1177/1069072717751441.
Wendler, T., & Gröttrup, S. (2016). Data Mining with SPSS Modeler. Springer.
WHO (2022). Mental Health at Work. https://www.who.int/news-room/fact-sheets/detail/mental-health-at-work.
Winpenny, E. M., Winkler, M. R., Stochl, J., van Slujis, E., Larson, N., & Neumark-Sztainer, D. (2020). Associations of early adulthood life transitions with changes in fast food intake: A latent trajectory analysis. International Journal of Behavioral Nutrition and Physical Activity, 17, 1–11. https://doi.org/10.1186/s12966-020-01024-4.
Wong, V. (2021). Youth transition to work in an age of uncertainty and insecurity: Towards an expanded notion of work for insight and innovation. Journal of Applied Youth Studies, 1(13), 24–40. https://doi.org/10.3316/informit.137826532622502.
Zacher, H. (2014). Individual difference predictors of change in career adaptability over time. Journal of Vocational Behavior, 84, 188–198. https://doi.org/10.1016/j.jvb.2014.01.001.
Zhang, J. W., & Howell, R. (2011). Do time perspectives predict unique variance in life satisfaction beyond personality traits? Personality and Individual Differences, 50, 1261–1266. https://doi.org/10.1016/j.paid.2011.02.021.
Zimbardo, P., & Boyd, J. (1999). Putting time in perspective: A valid, reliable individual-differences metric. Journal of Personality and Social Psychology, 77(6), 1271–1288. https://doi.org/10.1037/0022-3514.77.6.1271.
Zimbardo, P., Keough, K. A., & Boyd, J. (1997). Present time perspective as a predictor of risky driving. Personality and Individual Differences, 23(6), 1007–1023. https://doi.org/10.1016/S0191-8869(97)00113-X.
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Cernas-Ortiz, D.A. Temporal Focus Profiles in the College and the Workplace: Exploration and Relationships with Well-being Constructs in Mexico. Applied Research Quality Life (2024). https://doi.org/10.1007/s11482-024-10298-w
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DOI: https://doi.org/10.1007/s11482-024-10298-w