Abstract
This study extends research on adult narrative identity in two major ways. First, it focuses on Adult Third Culture Kids (ATCKs), which refer to individuals who spent a part of their early developmental years abroad. In spite of the fact that they are an important demographic to study in this rapidly globalizing world, they have tended to be neglected in the field of psychology. Second, this study incorporates the cutting-edge tools of automated language analysis to extract developmental themes from autobiographical narratives using a bottom-up exploratory approach, as well as to identify psychological patterns and processes associated with the themes. The participants (N = 350; 18–80 + years old) were recruited from an alumni office of an international school and asked to write a narrative about the impact their international experiences had on their development. The meaning extraction method (MEM) yielded four developmental themes, which were remarkably consistent with the recurring themes that emerge from past research on adult narrative identity as well as ATCKs: past focus, communion, agency, and global focus. These four developmental themes, in turn, showed theoretically coherent patterns of relations with the demographic variables, linguistic markers of psychological patterns and processes, as well as self-reports of dimensions of well-being.
Similar content being viewed by others
Notes
Due to the sensitive nature of the questions asked in this study, survey respondents were assured that the data would remain confidential. Thus, the data set is not suitable for posting on the internet. For further information regarding the data, please contact the author.
References
Abe, J. A. (2018). Personality, well-being, and cognitive-affective styles: A cross-sectional study of adult third culture kids. Journal of Cross-Cultural Psychology, 49(5), 811–830. https://doi.org/10.1177/0022022118761116
Abe, J. A. (2020). Big five, linguistic styles, and successful online learning. The Internet and Higher Education, 45, 1–9. https://doi.org/10.1016/j.iheduc.2019.100724
Abe, J. A. (2023). Cognitive-affective styles of Biden and Trump supporters: An automated text analysis study. Social Psychological and Personality Science, 14(2), 141–155. https://doi.org/10.1177/19485506221082737
Adler, J. M., Turner, A. F., Brookshier, K. M., Monahan, C., Walder-Biesanz, I., Harmeling, L. H., Albaugh, M., McAdams, D. P., & Oltmanns, T. F. (2015). Variation in narrative identity is associated with trajectories of mental health over several years. Journal of Personality and Social Psychology, 108(3), 476–496. https://doi.org/10.1037/a0038601
Bell-Villada, G. H., Sichel, N., Eidse, F., & Orr, E. (Eds.). (2011). Writing out of limbo: International childhoods, global nomads, and third culture kids. Cambridge Scholars Publishing.
Boyd, R. L. (2018). MEH: Meaning Extraction Helper (Version 2.2.03) [Software]. Available from https://www.ryanboyd.io/software/meh.
Boyd, R. L., & Pennebaker, J. W. (2016). A way with words: Using language for psychological science in the modern era. In C. V. Dimofte, C. P. Haugtvedt, & R. F. Yalch (Eds.), Consumer psychology in a social media world (pp. 222–236). Routledge/Taylor & Francis Group.
Boyd, R. L., & Schwartz, H. A. (2021). Natural language analysis and the psychology of verbal behavior: The past, present, and future states of the field. Journal of Language and Social Psychology, 40, 21–41. https://doi.org/10.1177/0261927X20967028
Chung, C. K., & Pennebaker, J. W. (2008). Revealing dimensions of thinking in open-ended self-descriptions: An automated meaning extraction method for natural language. Journal of Research in Personality, 42, 96–132. https://doi.org/10.1016/j.jrp.2007.04.006
de Waal, M. F., Born, M. P., Brinkman, U., & Frasch, J. J. (2020). Third culture kids, theirdiversity beliefs and their intercultural competencies. International Journal of Intercultural Relations, 79, 177–190.
Dervin, F., & Saija, B. (Eds.). (2015). Migration, diversity, and education: Beyond third culture kids. UK: Palgrave McMillan.
Dewaele, J., & van Oudenhoven, J. P. (2009). The effect of multilingualism/multiculturalism on personality: No gain without pain for Third Culture Kids? International Journal of Multilingualism, 6, 443–459. https://doi.org/10.1080/14790710903039906
Diehl, M., Owen, S. K., & Youngblade, L. M. (2004). Agency and communion attributes in adults’ spontaneous self-representations. International Journal of Behavioral Development. https://doi.org/10.1080/01650250344000226
Fail, H. J., Thompson, X., & Walker, G. (2004). Belonging, identity, and third culture kids: Lifehistories of former international school students. Journal of Research in International Education, 3, 319–338. https://doi.org/10.1177/1475240904047358
Heckhausen, J., Wrosch, C., & Schulz, R. (2019). Agency and motivation in adulthood and oldage. Annual Review of Psychology, 70, 191–217.
Hoersting, R. C., & Jenkins, S. R. (2011). No place to call home: Cultural homelessness, self-esteemand cross-cultural identities. International Journal of Intercultural Relations, 35, 17–30. https://doi.org/10.1016/j.ijintrel.2010.11.005
Lyttle, A. D., Barker, G. G., & Cornwell, T. L. (2011). Adept through adaptation: Third cultural individuals’ interpersonal sensitivity. International Journal of Intercultural Relations, 35, 686–694. https://doi.org/10.1016/j.ijintrel.2011.02.015
Markowitz, D. M. (2021). The meaning extraction method: An approach to evaluate contentpatterns from large-scale language data. Frontiers in Communication, 6, 588823. https://doi.org/10.3389/fcomm.2021.588823
Markowitz, D. M., & Slovic, P. (2020). Social, psychological, and demographic characteristics of dehumanization towards immigrants. Proceedings of the National Academy of Sciences, 117, 9260–9269. https://doi.org/10.1073/pnas.1921790117
McAdams, D. P., Hoffman, B. J., Day, R., & Mansfield, E. M. (1996). Themes of agency and communion in significant autobiographical scenes. Journal of Personality, 64, 339–377. https://doi.org/10.1111/j.1467-6494.1996.tb00514.x
McLean, K. C., Syed, M., Pasupathi, M., Adler, J. M., Dunlop, W. L., Drustrup, D., Fivush, R., Graci, M. E., Lilgendahl, J. P., Lodi-Smith, J., McAdams, D. P., & McCoy, T. P. (2020). The empirical structure of narrative identity: The initial Big Three. Journal of Personality and Social Psychology, 119(4), 920–944. https://doi.org/10.1037/pspp0000247
Moore, A., & Barker, G. (2012). Confused or multicultural: Third culture individuals’ cultural identity. International Journal of Intercultural Relations, 36, 553–562. https://doi.org/10.1016/j.ijintrel.2011.11.002
Mosanya, M., & Kwiatkowska, A. (2021). Complex but integrated: Exploring social and cultural identities of women Third Culture Kids (TCK) and factors predicting life satisfaction. International Journal of Intercultural Relations, 84, 65–78. https://doi.org/10.1016/j.ijintrel.2021.07.001
Oishi, S., & Tsang, S. (2022). The socioecological psychology of residential mobility. Journal of Consumer Psychology, 32, 519–536. https://doi.org/10.1002/jcpy.1310
Pennebaker, J. W., Boyd, R. L., Jordan, K., & Blackburn, K. (2015). The development and psychometric properties of LIWC2015. Austin: University of Texas.
Pietraszkiewicz, A., Formanowicz, M., Gustafsson Sendén, M., Boyd, R. L., Sikström, S., & Sczesny, S. (2019). The big two dictionaries: Capturing agency and communion in natural language. European Journal of Social Psychology, 49(5), 871–887. https://doi.org/10.1002/ejsp.2561
Pollock, D. C., & Van Reken, R. E. (2009). Third culture kids: Growing up among worlds (2nd ed.). Nicholas Brealey & Intercultural Press.
Robins, R. W., John, O. P., & Caspi, A. (1998). The typological approach to studying personality. In R. B. Cairns, L. R. Bergman, & J. Kagan (Eds.), Methods and models for studying the individual (pp. 135–160). Sage Publications Inc.
Ryff, C., Boylan, J. M., Coe, C. L., Karasawa, M., Kawakami, N. Kitayama, S., Kan, C., Love, G.D., Levine, C., Markus, H., Miyamoto, Y., Nakahara, J., & Park, J. (2014). Adult development in Japan and the United States: Comparing theories and findings about growth, maturity, and well-being. In L.A. Jensen (Ed.) Oxford handbook of human development and culture: An interdisciplinary perspective.
Ryff, C., & Keyes, C. L. M. (1995). The structure of psychological well-being revisited. Journal of Personality and Social Psychology, 69, 719–727.
Straffon, D. A. (2003). Assessing intercultural sensitivity of high school students attending aninternational school. International Journal of Intercultural Relations, 27, 487–501. https://doi.org/10.1016/S0147-1767(03)00035-X
Tausczik, Y. R., & Pennebaker, J. W. (2010). The psychological meaning of words: LIWC and computerized text analysis methods. Journal of Language and Social Psychology, 29, 24–54. https://doi.org/10.1177/0261927X09351676
Acknowledgements
The author would like to thank Ryan L. Boyd for helpful comments on an earlier version of this manuscript and Katherine K. Abe for assistance with this project.
Author information
Authors and Affiliations
Corresponding author
Ethics declarations
Conflict of Interest
No conflict of interest to disclose. This study was supported in part by a CSU-AAUP Faculty Research Grant Award.
Additional information
Publisher's Note
Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.
Rights and permissions
Springer Nature or its licensor (e.g. a society or other partner) holds exclusive rights to this article under a publishing agreement with the author(s) or other rightsholder(s); author self-archiving of the accepted manuscript version of this article is solely governed by the terms of such publishing agreement and applicable law.
About this article
Cite this article
Abe, J.A. Developmental Themes in the Narrative of Adults with Early International Experiences. J Adult Dev (2023). https://doi.org/10.1007/s10804-023-09464-5
Accepted:
Published:
DOI: https://doi.org/10.1007/s10804-023-09464-5