Bibliometric analysis of individualism-collectivism

Muhammad Naufal Elian Yassar

doi:10.55942/pssj.v6i2.1579

Authors

Muhammad Naufal Elian Yassar Universitas Muhammadiyah Prof. Dr. Hamka

DOI:

https://doi.org/10.55942/pssj.v6i2.1579

Keywords:

bibliometric analysis, collectivism, individualism, scopus

Abstract

The cultural dimension of individualism-collectivism has been understood as one of the determining factors of individual psychological aspects. Research on the cultural dimensions of individualism-collectivism has been widely conducted. However, no research has been conducted on this cultural dimension using bibliometric analysis. This study employs a bibliometric research design. This study concludes that the United States (country data), The Hong Kong Polytechnic University (institution data), Gavreliuc, Alin and Vignoles, Vivian L (author data), and collectivism (keyword data) are the most influential data in the development of research on individualism-collectivism published in the Scopus database. We also found that several keywords are not connected, reflecting a research gap in the context of individualism-collectivism.

Author Biography

Muhammad Naufal Elian Yassar, Universitas Muhammadiyah Prof. Dr. Hamka

Muhammad Naufal Elian Yassar is affiliated with Universitas Muhammadiyah Prof. Dr. Hamka

References

Annuar, S. N. S. (2024). Democratisation and the labour struggle: trade union dynamics in malaysian borneo and indonesian borneo. Journal of Southeast Asian Human Rights, 8(2), 370–396. https://doi.org/10.19184/jseahr.v8i2.45220

Becker, M., Vignoles, V. L., Owe, E., Easterbrook, M. J., Brown, R., Smith, P. B., Abuhamdeh, S., Cendales Ayala, B., Garðarsdóttir, R. B., Torres, A., Camino, L., Bond, M. H., Nizharadze, G., Amponsah, B., Schweiger Gallo, I., Prieto Gil, P., Lorente Clemares, R., Campara, G., Espinosa, A., … Lay, S. (2018). Being oneself through time: Bases of self-continuity across 55 cultures. Self and Identity, 17(3), 276–293. https://doi.org/10.1080/15298868.2017.1330222

Burkova, V. N., Butovskaya, M. L., Randall, A. K., Fedenok, J. N., Ahmadi, K., Alghraibeh, A. M., Allami, F. B. M., Alpaslan, F. S., Al-Zu’bi, M. A. A., Biçer, D. F., Cetinkaya, H., David, O. A., Donato, S., Dural, S., Erickson, P., Ermakov, A. M., Ertuğrul, B., Fayankinnu, E. A., Fisher, M. L., … Zinurova, R. I. (2021). Predictors of anxiety in the COVID-19 pandemic from a global perspective: Data from 23 countries. Sustainability (Switzerland), 13(7). https://doi.org/10.3390/su13074017

Chen, C. C., & Unal, A. F. (2023). Individualism-collectivism: A review of conceptualization and measurement. In Oxford Research Encyclopedia of Business and Management (Issue July). Oxford University Press. https://doi.org/10.1093/acrefore/9780190224851.013.350

Chen, H.-C., Gijlers, H., Sui, C.-J., & Chang, C.-Y. (2023). Asian students’ cultural orientation and computer self-efficacy significantly related to online inquiry-based learning outcomes on the go-lab platform. Journal of Science Education and Technology, 32(5), 743–758. https://doi.org/10.1007/s10956-023-10058-9

Cheng, W., Ickes, W., Park, A., Wu, H.-J., & Riani, Y. A. (2023). “Instant enemies” and “Instant allies” in the U.S. and Taiwan: a LIWC analysis. Frontiers in Communication, 8. https://doi.org/10.3389/fcomm.2023.1036770

Costa, A., & Faria, L. (2024). Individualist-collectivist profiles in secondary school: an exploratory study of trait emotional intelligence and academic achievement. European Journal of Psychology of Education, 39(3), 2783–2803. https://doi.org/10.1007/s10212-024-00879-6

De Groot, M., Schaafsma, J., Castelain, T., Malinowska, K., Mann, L., Ohtsubo, Y., Wulandari, M. T. A., Bataineh, R. F., Fry, D. P., Goudbeek, M., & Suryani, A. (2021). Group-based shame, guilt, and regret across cultures. European Journal of Social Psychology, 51(7), 1198–1212. https://doi.org/10.1002/ejsp.2808

Dewi, P. S., Widodo, A., Rochintaniawati, D., & Prima, E. C. (2021). Web-Based Inquiry in Science Learning: Bibliometric Analysis. Indonesian Journal of Science and Mathematics Education, 4(2), 191–203. https://doi.org/10.24042/ijsme.v4i2.9576

Enea, V., Eisenbeck, N., Carreno, D. F., Douglas, K. M., Sutton, R. M., Agostini, M., Bélanger, J. J., Gützkow, B., Kreienkamp, J., Abakoumkin, G., Abdul Khaiyom, J. H., Ahmedi, V., Akkas, H., Almenara, C. A., Atta, M., Bagci, S. C., Basel, S., Berisha Kida, E., Bernardo, A. B. I., … Leander, N. P. (2023). Intentions to be vaccinated against covid-19: the role of prosociality and conspiracy beliefs across 20 countries. Health Communication, 38(8), 1530–1539. https://doi.org/10.1080/10410236.2021.2018179

Ferguson, G. M., Boer, D., Fischer, R., Hanke, K., Ferreira, M. C., Gouveia, V. V, Tekman, H. G., Chang, A., Pilati, R., Bond, M. H., Adams, B. G., de Garay Hernández, J., González Atilano, M. L., Moreno García, L. I., Clobert, M., Prade, C., Saroglou, V., & Zenger, M. (2016). “Get Up, Stand Up, Stand Up for Your Rights!” The jamaicanization of youth across 11 countries through reggae music? Journal of Cross-Cultural Psychology, 47(4), 581–604. https://doi.org/10.1177/0022022116632910

Hidayat, N. S., Kusumawardhani, D. E., Karlina, D., Azizah, S. N., Sadida, A. H., Layyana, E., & Johannes, J. C. (2025). Individualisme dan kolektivisme: Peran budaya dalam profil Pengambilan keputusan karir pada mahasiswa di indonesia. Jurnal Diversita, 11(2), 269–276. https://doi.org/10.31289/diversita.v11i2.15546

Hofstede, G. (1980). Culture’s consequences: International differences in work-related values. SAGE Publications.

Huwaë, S., & Schaafsma, J. (2018). Motives to (not) forgive deviant group members: A comparison within and between cultures. Asian Journal of Social Psychology, 21(1–2), 54–64. https://doi.org/10.1111/ajsp.12205

Huwaë, S., & Schaafsma, J. (2019). Cross-cultural similarities and differences in motives to forgive: A comparison between and within cultures. International Journal of Psychology, 54(2), 256–263. https://doi.org/10.1002/ijop.12461

Klein, N. D., Bravo, A. J., Conway, C. C., Keough, M. T., Pilatti, A., & Mezquita, L. (2024). Individualism, collectivism, and emotion regulation: A cross-cultural examination among young adults from seven countries. Current Psychology, 43, 26007–26018. https://doi.org/10.1007/s12144-024-06226-8

Krys, K., Chun Yeung, J., Haas, B. W., van Osch, Y., Kosiarczyk, A., Kocimska-Zych, A., Torres, C., Selim, H. A., Zelenski, J. M., Bond, M. H., Park, J., Lun, V. M.-C., Maricchiolo, F., Vauclair, C.-M., Poláčková Šolcová, I., Sirlopú, D., Xing, C., Vignoles, V. L., van Tilburg, W. A. P., … Uchida, Y. (2023). Family first: Evidence of consistency and variation in the value of family versus personal happiness across 49 different cultures. Journal of Cross-Cultural Psychology, 54(3), 323–339. https://doi.org/10.1177/00220221221134711

Larsen, R. J., & Buss, D. M. (2018). Personality psychology: Domains of knowledge about human nature (7th ed.). McGraw-Hill Education.

Lee, Y., Heinze, T., Donoho, C., Fournier, C., Jalal, A. A. F. M., Cohen, D., & Hennebichler, E. (2018). An international study of culture, gender, and moral ideology on sales ethics evaluations: How should educators respond? Journal of Marketing Education, 40(3), 196–210. https://doi.org/10.1177/0273475318755492

Lubiewska, K., Żegleń, M., Lun, V. M.-C., Park, J., Runge, R., Muller, J., Visser, M., Adair, L., Borualogo, I. S., Orta, I. M., Głogowska, K., Abudoush, A., Cheung, H. Y., Baker, J., Russell, N. A., Al-Ja`afreh, S., Sümer, N., Yousef, R., Ҫetin, D., … van der Kaap-Deeder, J. (2025). Intensive parenting of mothers in 11 countries differing in individualism, income inequality, and social mobility. Personality and Individual Differences, 246. https://doi.org/10.1016/j.paid.2025.113237

McIntyre-Mills, J. J., Lethole, P., Makaulule, M., Wirawan, R., Widianingsih, I., & Romm, N. (2023). Towards eco-systemic living: learning with Indigenous leaders in Africa and Indonesia through a community of practice: implications for climate change and pandemics. Systems Research and Behavioral Science, 40(5), 779–786. https://doi.org/10.1002/sres.2976

Mursita, L. Y., & Almilia, L. S. (2021). Subjectivity in incentive schemes, cognitive orientations and counterproductive knowledge behavior: an experimental study. International Journal of Ethics and Systems, 37(1), 1–14. https://doi.org/10.1108/IJOES-10-2019-0166

Okvitawanli, A., Gajewska, O., Joshanloo, M., Vignoles, V. L., Haas, B. W., Hussain, M. A., Wai, V., Yeung, L., Maciej, R. G., Park, J., Akaliyski, P., Guemaz, F., Boussena, M., Iter, N., Vlasenko, O., Harris, M., Lun, V. M., Man, L., Li, W., … Xing, C. (2025). Love beyond east and west : How cultural models of selfhood predict frequency of being in love. International Journal of Intercultural Relations, 108(January), 1–14. https://doi.org/10.1016/j.ijintrel.2025.102233

Purwanegara, M. S., Pinandhika, A. A. N. T., Sun, Y., & Athalia, R. (2023). Analyzing the factors that affect the amount of plastic waste. Indonesian Journal of Urban and Environmental Technology, 6(2), 229–257. https://doi.org/10.25105/urbanenvirotech.v6i2.16654

Rahmatia, A., Sukmana, O., & Susilo, R. K. D. (2024). Individualisme Gen Z sebagai tantangan kolektivisme di Indonesia. Journal of Society Bridge, 2(3), 186–196.

Schermer, J. A., Branković, M., Čekrlija, Đ., MacDonald, K. B., Park, J., Papazova, E., Volkodav, T., Iliško, D., Wlodarczyk, A., Kwiatkowska, M. M., Rogoza, R., Oviedo-Trespalacios, O., Ha, T. T. K., Kowalski, C. M., Malik, S., Lins, S., Navarro-Carrillo, G., Aquino, S. D., Doroszuk, M., … Kruger, G. (2023). Loneliness and vertical and horizontal collectivism and individualism: A multinational study. Current Research in Behavioral Sciences, 4. https://doi.org/10.1016/j.crbeha.2023.100105

Shum, A., Fryer, L. K., Vermunt, J. D., Ajisuksmo, C., Cano, F., Donche, V., Law, D. C. S., Martínez-Fernández, J. R., Van Petegem, P., & Yu, J. (2024). Variable- and Person-centred meta-re-analyses of university students’ learning strategies from a cross-cultural perspective. Higher Education, 87(5), 1227–1250. https://doi.org/10.1007/s10734-023-01062-4

Smith, P. B., Ahmad, A. H., Owe, E., Celikkol, G. C., Ping, H., Gavreliuc, A., Chobthamkit, P., Rizwan, M., Chen, S. X., Teh, H. B., & Vignoles, V. L. (2016). Nation-level moderators of the extent to which self-efficacy and relationship harmony predict students’ depression and life satisfaction: Evidence from 10 cultures. Journal of Cross-Cultural Psychology, 47(6), 818–834.

https://doi.org/10.1177/0022022116648210

Tekin, S., Irwanda, D. Y., & Bull, R. (2025). Cross-cultural perceptions of police interview techniques: a comparative study of indonesian and dutch respondents. Journal of Police and Criminal Psychology. https://doi.org/10.1007/s11896-025-09763-5

Toribio-Flórez, D., Altenmüller, M. S., Douglas, K. M., Gollwitzer, M., Adinugroho, I., Alfano, M., Apriliawati, D., Azevedo, F., Betsch, C., Białobrzeska, O., Bret, A., Valdez, A. C., Cologna, V., Czarnek, G., Delouvée, S., Doell, K. C., Dohle, S., Dubrov, D., Dzimińska, M., … Wojcik, A. D. (2025). Victims of conspiracies? an examination of the relationship between conspiracy beliefs and dispositional individual victimhood. European Journal of Social Psychology, 55(7), 1252–1269.

https://doi.org/10.1002/ejsp.70008

Triandis, H. C. (1995). Individualism and collectivism. Westview Press.

Vignoles, V. L., Owe, E., Becker, M., Smith, P. B., Easterbrook, M. J., Brown, R., González, R., Didier, N., Carrasco, D., Cadena, M. P., Lay, S., Schwartz, S. J., Des Rosiers, S. E., Villamar, J. A., Gavreliuc, A., Zinkeng, M., Kreuzbauer, R., Baguma, P., Martin, M., … Bond, M. H. (2016). Beyond the “East-West” dichotomy: Global variation in cultural models of selfhood. Journal of Experimental Psychology: General, 145(8), 966–1000. https://doi.org/10.1037/xge0000175

Wiswanti, I. U., Kuntoro, I. A., Ar Rizqi, N. P., & Halim, L. (2020). Pola asuh dan budaya: Studi komparatif antara masyarakat urban dan masyarakat rural Indonesia. Jurnal Psikologi Sosial, 18(3), 211–223.

https://doi.org/10.7454/jps.2020.21

Wojtczuk-Turek, A., Turek, D., Edgar, F., Klein, H. J., Bosak, J., Okay-Somerville, B., Fu, N., Raeder, S., Jurek, P., Lupina-Wegener, A., Dvorakova, Z., Gutiérrez-Crocco, F., Kekkonen, A., Leiva, P. I., Mynaříková, L., Sánchez-Apellániz, M., Shafique, I., Al-Romeedy, B. S., Wee, S., … Karamustafa-Köse, G. (2024). Sustainable human resource management and job satisfaction—Unlocking the power of organizational identification: A cross-cultural perspective from 54 countries. Corporate Social Responsibility and Environmental Management, 31(5), 4910–4932. https://doi.org/10.1002/csr.2815

Zyoud, S. H., Sweileh, W. M., Awang, R., & Al-Jabi, S. W. (2018). Global trends in research related to social media in psychology: Mapping and bibliometric analysis. International Journal of Mental Health Systems, 12. https://doi.org/10.1186/s13033-018-0182-6