Moving Citational Justice from the Print Age into the Artificial Intelligence Age
DOI:
https://doi.org/10.18357/kula.308Keywords:
epistemic justice theory, citational justice, citational politics, academic culture, globalisation, digital publishingAbstract
This paper examines the evolution of academic citation practices from print into digital contexts. While standardised citation styles only became widespread in the mid-twentieth century, the digital era has raised new questions about credibility, authority, and the recognition of diverse sources. Contemporary shifts—including the rise of alternative scholarly outputs, decolonisation movements, and artificial intelligence—have highlighted various forms of citational injustice and misbehaviours, prompting corrective interventions. While these approaches represent progress, they often remain narrowly focused and lack a broader theoretical orientation capable of driving multi-level systemic change in the context of developing technologies such as artificial intelligence, which are being used by some scholars as research tools. This paper serves as a foundation for developing a new citational justice framework in future research. Working towards improved citational justice is not only about recognising, acknowledging, and combating citational and epistemic injustice but also about rethinking the academic culture of research communications in digital citation contexts. Collective action and sustained structural transformation are needed to reshape digital citation practices towards more equitable and transparent paradigms of knowledge production in the rapidly changing digital publishing landscape.
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American Medical Association. 2025. “About.” AMA Manual of Style. 11th ed. Oxford University Press. https://academic.oup.com/amamanualofstyle/pages/about.
Baccini, Alberto, and Eugenio Petrovich. 2023. “A Global Exploratory Comparison of Country Self-Citations 1996–2019.” PLoS One 18 (12): e0294669. https://doi.org/10.1371/journal.pone.0294669.
Barabási, Albert-László, and Dashun Wang. 2021. “The Increasing Dominance of Teams in Science.” In The Science of Science. Cambridge University Press. https://doi.org/10.1017/9781108610834.
Bazerman, Charles. 1988. Shaping Written Knowledge: The Genre and Activity of the Experimental Article in Science. University of Wisconsin Press.
Blell, Mwenza. 2023. “On the Shoulders of Giants or the Back of a Mule: Awareness of Multiplicity in Citational Politics.” Medical Anthropology Quarterly 37(3): 211–16. https://doi.org/10.1111/maq.12760.
Bonzi, Susan. 1982. “Characteristics of a Literature as Predictors of Relatedness Between Cited and Citing Works.” Journal of the American Society for Information Science 33 (4): 208–16.
Bruton, Samuel V., Alicia L. Macchione, Mitch Brown, and Mohammad Hosseini. 2024. “Citation Ethics: An Exploratory Survey of Norms and Behaviors.” Journal of Academic Ethics 23: 329–46. https://doi.org/10.1007/s10805-024-09539-2.
Carlier, Aurélie, Hang Nguyen, Lidwien Hollanders, Nicole Basaraba, Sally Wyatt, and Sharon Anyango. 2021. UM Citation Guide: A Guide by FEM. https://www.maastrichtuniversity.nl/file/umcitationguidefem2022pdf.
Carlier, Aurélie, Hang Nguyen, Lidwien Hollanders, Nicole Basaraba, Sally Wyatt, and Sharon Anyango. 2022. “Aspirational Metrics: A Guide for Working Towards Citational Justice.” LSE Impact Blog. The London School of Economics and Political Science, May 16. https://blogs.lse.ac.uk/impactofsocialsciences/2022/05/16/aspirational-metrics-a-guide-for-working-towards-citational-justice/. Archived at: https://perma.cc/3MR8-6SDV.
Chernin, Eli. 1988. “The ‘Harvard System’: A Mystery Dispelled.” BMJ: British Medical Journal 297 (6655): 1062–63. https://doi.org/10.1136/bmj.297.6655.1062.
CHI 2025. 2025. “Papers.” ACM SIGCHI. https://chi2025.acm.org/for-authors/papers/.
Chick, Nancy L., Christopher P. Ostrowdun, Sophia Abbot, Lucy Mercer-Mapstone, and Krista Grensavitch. 2021. “Naming Is Power: Citation Practices in SoTL.” Teaching & Learning Inquiry 9 (2): 1–26. https://doi.org/10.20343/teachlearninqu.9.2.2.
Citational Justice Collective, Débora de Castro Leal, Gabriela Molina León, Juan F. Maestre, Kristin Williams, Marisol Wong-Villacrés, Pedro Reynolds-Cuéllar, Sushil K. Oswal, Teresa Cerratto Pargman, and Vishal Sharma. 2021. “Citational Practices: Interrogating Hegemonic Knowledge Structures in Computing Research in Latin America.” In CLIHC ’21: Proceedings of the X Latin American Conference on Human Computer Interaction. Association for Computing Machinery. https://doi.org/10.1145/3488392.3488411.
Citational Justice Collective, Gabriela Molina León, Lynn Kirabo, Marisol Wong-Villacrés, Naveena Karusala, Neha Kumar, Nicola Bidwell, Pedro Reynolds-Cuéllar, Pranjal Protim Borah, Radhika Garg, Sushil K. Oswal, Tee Chuanromanee, and Vishal Sharma. 2021. “Following the Trail of Citational Justice: Critically Examining Knowledge Production in HCI.” In CSCW ’21 Companion: Companion Publication of the 2021 Conference on Computer Supported Cooperative Work and Social Computing, edited by Jeremy Birnholtz, Luigina Ciolfi, Sharon Ding, Susan Fussell, AndrésMonroy-Hernández, SeanMunson, Irina Shklovski, and MorNaaman. Association for Computing Machinery. https://doi.org/10.1145/3462204.3481732.
Cite Black Women. 2018. “Our Story.” http://www.citeblackwomencollective.org/our-story.html.
Cotton, Richie. 2023. “The Generative AI Tools Landscape.” Datacamp. https://www.datacamp.com/cheat-sheet/the-generative-ai-tools-landscape.
Cronin, Blaise. 1981. “The Need for a Theory of Citing.” Journal of Documentation 37 (1): 16–24. https://doi.org/10.1108/eb026703.
Cronin, Blaise. 1984. The Citation Process: The Role and Significance of Citations in Scientific Communication. Taylor Graham.
Cronin, Blaise. 1998. “Metatheorizing Citation.” Scientometrics 43 (1): 45–55. https://doi.org/10.1007/BF02458393.
Dadze‐Arthur, Abena, and Mary S. Mangai. 2024. “The Journal and the Quest for Epistemic Justice.” Public Administration and Development 44 (4): 326–41. https://doi.org/10.1002/pad.2064.
D’Ignazio, Catherine, and Lauren F. Klein. 2020. Data Feminism. The MIT Press.
Duede, Eamon. 2022. “Citation Counts Reinforce the Influence of Highly Cited Papers and Nudge Us Towards Undervaluing Those with Fewer.” LSE Impact Blog. The London School of Economics and Political Science, February 17. https://blogs.lse.ac.uk/impactofsocialsciences/2022/02/17/citation-counts-reinforce-the-influence-of-highly-cited-papers-and-nudges-us-towards-undervaluing-those-with-fewer/.
Fricker, Miranda. 2017. “Evolving Concepts of Epistemic Injustice.” In The Routledge Handbook of Epistemic Injustice edited by Ian James Kidd, José Medina, and Gaile Pohlhaus, Jr. Routledge. https://doi.org/10.4324/9781315212043.
Fong, Eric A., and Allen W. Wilhite. 2017. “Authorship and Citation Manipulation in Academic Research.” PLoS One 12 (12): 1–34. https://doi.org/10.1371/journal.pone.0187394.
Harzing, Anne-Wil. 2016. “Publish or Perish.” Harzing.com. February 6, 2016. https://harzing.com/resources/publish-or-perish.
Holzhauser, Nicole. 2021. “Who Gets to Be a Classic in the Social Sciences?” LSE Impact Blog. The London School of Economics and Political Science, October 18 https://blogs.lse.ac.uk/-impactofsocialsciences/2021/10/18/who-gets-to-be-a-classic-in-the-social-sciences/.
Jakab, Martin, Eva Kittl, and Tobias Kiesslich. 2024. “How Many Authors Are (Too) Many? A Retrospective, Descriptive Analysis of Authorship in Biomedical Publications.” Scientometrics 129 (3): 1299–1328. https://doi.org/10.1007/s11192-024-04928-1.
Kumar, Neha, and Naveena Karusala. 2021. “Braving Citational Justice in Human-Computer Interaction.” In CHI EA ’21: Extended Abstracts of the 2021 CHI Conference on Human Factors in Computing Systems, edited by Yoshifumi Kitamura, Aaron Quigley, Katherine Isbister, and Takeo Igarashi. Association for Computing Machinery. https://doi.org/10.1145/3411763.3450389.
Leydesdorff, L. 1998. “Theories of Citation?” Scientometrics 43 (1): 5–25. https://doi.org/10.1007/BF02458391.
Luhmann, Niklas. 2012. Theory of Society. 2 vols. Stanford University Press.
Maleki, Negar, Balaji Padmanabhan, and Kaushik Dutta. 2024. “AI Hallucinations: A Misnomer Worth Clarifying.” In 2024 IEEE Conference on Artificial Intelligence (CAI), Singapore. IEEE Xplore. https://doi.org/10.1109/CAI59869.2024.00033.
Mason, Shannon, and Margaret Merga. 2021. “Less ‘Prestigious’ Journals Can Contain More Diverse Research, by Citing Them We Can Shape a More Just Politics of Citation.” LSE Impact Blog. The London School of Economics and Political Science, October 11, 2021. https://blogs.lse.ac.uk/-impactofsocialsciences/2021/10/11/less-prestigious-journals-can-contain-more-diverse-research-by-citing-them-we-can-shape-a-more-just--politics-of-citation/.
Modern Language Association. 2025. “MLA Style.” https://www.mla.org/About-Us/About-the-MLA/MLA-Archives/Time-Lines/MLA-Style.
Moosa, Imad A. 2024. Publish or Perish: Perceived Benefits Versus Unintended Consequences. Edward Elgar Publishing.
Oppenlaender, Jonas. 2025. “Past, Present, and Future of Citation Practices in HCI.’ In Proceedings of the 2025 CHI Conference on Human Factors in Computing Systems, edited by Naomi Yamashita, Vanessa Evers, Koji Yatani, Xianghua (Sharon) Ding, Bongshin Lee, Marshini Chetty, and Phoebe Toups-Dugas. Association for Computing Machinery. https://doi.org/10.1145/3706598.3713556.
Pereira, Maria do Mar. 2024. “Rethinking Power and Positionality in Debates About Citation: Towards a Recognition of Complexity and Opacity in Academic Hierarchies.” The Sociological Review 76 (3): 1179–1200. https://doi.org/10.1177/00380261241274872.
Shuford, Jeff. 2024. “Examining Ethical Aspects of AI: Addressing Bias and Equity in the Discipline.” Journal of Artificial Intelligence General Science 3 (1): 103–24. https://doi.org/10.60087/jaigs.vol03.issue01.p124.
Simkin, M. V., and V. P. Roychowdhury. 2012. “Theory of Citing.” In Handbook of Optimization in Complex Networks: Theory and Applications, edited by My T. Thai and Panos M. Pardalos. Springer.
Slater, Avery. 2024. “Phantoms of Citation: AI and the Death of the Author-Function.” Poetics Today 45 (2): 223–31. https://doi.org/10.1215/03335372-11092818.
Smith, Christen A. 2022. “Citation, Erasure, and Violence: A Memoir.” Cultural Anthropology 37 (2): 206–13. https://www.jstor.org/stable/48673040.
Smith, Christen A., and Dominique Garrett‐Scott. 2021. “‘We Are Not Named’: Black Women and the Politics of Citation in Anthropology.” Feminist Anthropology 2 (1): 18–37. https://doi.org/10.1002/fea2.12038.
Sumner, Jane Lawrence. 2018. “‘The Gender Balance Assessment Tool (GBAT): A Web-Based Tool for Estimating Gender Balance in Syllabi and Bibliographies.’” PS: Political Science & Politics 51 (2): 396–400. https://doi.org/10.1017/S1049096517002074.
Tahamtan, Iman, and Lutz Bornmann. 2022. “The Social Systems Citation Theory (SSCT): A Proposal to Use the Social Systems Theory for Conceptualizing Publications and Their Citation Links.” Profesional de la información 31(4): 1–19. https://doi.org/10.3145/epi.2022.jul.11.
Tang, Bor Luen. 2025. “Seniority, Authorship Order, and Severity of Punishment in Research Misconduct – Shared/Honorary Authorships as Explanations for an Apparent Paradox.” Accountability in Research, 32 (5): 829–31. https://doi.org/10.1080/08989621.2025.2453851.
University of Chicago. 2024. “About The Chicago Manual of Style.” 18th ed. https://www.chicagomanualofstyle.org/help-tools/about.html.
Verstak, Alex. and Anurag Acharya. 2024. “20 Things You Didn’t Know about Google Scholar.” Google Outreach and Initiatives (blog), November 18, 2024. https://blog.google/outreach-initiatives/education/google-scholar-20-years/. Archived at: https://perma.cc/2EC2-ER2S.
Zhang, Xinyuan, Qing Xie, and Min Song. 2021. “Measuring the Impact of Novelty, Bibliometric, and Academic-Network Factors on Citation Count Using a Neural Network.” Journal of Informetrics 15 (2): 101140. https://doi.org/10.1016/j.joi.2021.101140.
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