A Psycholinguistic Analysis of Inter-Ethnic Views of Ethics


  • Roman Taraban Texas Tech University, USA
  • Sweta Saraff Amity University Kolkata, India
  • Serhii Zasiekin Lesya Ukrainka Volyn National University, Ukraine
  • Ramakrishna Biswal National Institute of Technology in Rourkela, India




ethnicity, culture, text analytics, ethics, Bayesian methods, LIWC-22


In this paper we describe a collaborative, cross-cultural project whose focus is on developing an interactive pedagogy for undergraduate students that delivers a culturally relevant ethical activity, using an internet platform to widen the scope of learning at an international level. The ongoing collaborative project described here is implemented through a website, the Ethical Engineer (https://ethicalengineer.ttu.edu), that provides an open and unique online digital platform for developing a community of students committed to the discussion of ethics from a global perspective. A goal of this project was to gain insights into similarities and differences between Indian, Ukrainian, and USA respondents in their reasoning about a hypothetical ethical dilemma. Two complementary methods of analysis were applied to students’ responses. First, a well-known method for text analysis, Linguistic Inquiry and Word Count (LIWC2022) was used to identify topics and perspectives in students’ essays that distinguished the three groups. These analyses were followed by naïve Bayesian analyses that were used to further identify characteristic conceptual differences between the three ethnic groups. We discuss how the Ethical Engineer platform could be further developed by providing students with immediate substantive feedback to their written responses, in order to extend the learning benefits to students from participation on the website. The analytic methods described here demonstrate ways to gain knowledge of globally-diverse students’ thinking.


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Author Biographies


Boyd, R. L., Ashokkumar, A., Seraj, S., & Pennebaker, J. W. (2022). The development and psychometric properties of LIWC-22. Austin, TX: University of Texas at Austin. http://dx.doi.org/10.13140/RG.2.2.23890.43205

Girnyk, A., Krylova-Grek, Y., & Khan, A. (2021). A Psycholinguistic cross-cultural study of the concept 'conflict' in India and Ukraine. East European Journal of Psycholinguistics, 8(2), 51-65. https://doi.org/10.29038/eejpl.2021.8.2.gir

Jordan, K. N., & Pennebaker, J. W. (2016). How the candidates are thinking: Analytic versus narrative thinking styles. Retrieved from: https://wordwatchers.wordpress.com/2016/01/21/how-the-candidates-are-thinking-analytic-versus-narrative-thinking-styles/

Jordan, K. N., & Pennebaker, J. W. (2017). The exception or the rule: Using words to assess analytic thinking, Donald Trump, and the American presidency. Translational Issues in Psychological Science, 3(3), 312-316. https://doi.org/10.1037/tps0000125

Muller, J. (2009). Forms of knowledge and curriculum coherence. Journal of Education and Work, 22(3), 205-226. https://doi.org/10.1080/13639080902957905

Pennebaker, J.W., Boyd, R.L., Jordan, K., & Blackburn, K. (2015). The development and psychometric properties of LIWC 2015. Austin, TX: University of Texas at Austin.

Pennebaker, J. W., Chung, C. K., Frazee, J., Lavergne, G. M., & Beaver, D. I. (2014). When small words foretell academic success: The case of college admissions essays. PloS One, 9(12), e115844. https://doi.org/10.1371/journal.pone.0115844

Pennebaker, J. W., & King, L. A. (1999). Linguistic styles: Language use as an individual difference. Journal of Personality and Social Psychology 77(6), 1296-1312. https://doi.org/10.1037/0022-3514.77.6.1296

Robinson, R. L., Navea, R., & Ickes, W. (2013). Predicting final course performance from students’ written self-introductions: A LIWC analysis. Journal of Language and Social Psychology, 32(4), 469-479. https://doi.org/10.1177/0261927X13476869

Taraban, R., Marcy, W. M., LaCour, M. S., Prasad S. H. C., Zasiekin, S. (2020). Using the Web to develop global ethical engineering students. Advances in Engineering Education, 8(3), 1-21. Retrieved from: https://advances.asee.org/using-the-web-to-develop-global-ethical-engineering-students/

Taraban, R., Saraff, S., Iserman, M., Biswal, R., Marcy, W. M. (in press). Developing a global context for ethical reflection. In S. K. Sia, L. S. Crane, A. K. Jain, and S. Bano (Eds.), Understanding psychology in the context of relationship, community, workplace and culture. Springer Nature Press.






Vol 9 No 1 (2022)

How to Cite

Taraban, R., Saraff, S., Zasiekin, S., & Biswal, R. (2022). A Psycholinguistic Analysis of Inter-Ethnic Views of Ethics. East European Journal of Psycholinguistics , 9(1), 265-278. https://doi.org/10.29038/eejpl.2022.9.1.tar

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