A new conceptual paper by Chao Cai and Jane K. Yatcilla in The Journal of Academic Librarianship makes an important point for academic librarians.
Students no longer search in a single environment.
They move between Google, Google Scholar, library databases, discovery systems and GenAI tools such as ChatGPT and Perplexity.
So, should we continue teaching “database searching” as if these worlds are separate?
The authors propose a four-dimensional framework:
1.
Temporal How search practices have evolved from classification and Boolean systems to web search and GenAI. 2.
Methodological Understanding the difference between convenience-oriented search and accountable, reproducible search. 3.
Contextual Recognising that search requirements differ across disciplines. A medical systematic review does not follow the same logic as exploratory research in education, social sciences or LIS. 4.
Cognitive/Interactional Reframing prompting as a form of question negotiation, closely connected to the reference interview.
This last point is particularly powerful for librarians.
Prompting is not simply a new technical skill.
Good prompting involves understanding the information need, clarifying the question, identifying context and negotiating what the researcher actually wants.
These are skills librarians have been teaching for decades.
The bigger shift is this:
We need to move from teaching students how to search individual systems to teaching them how to navigate a *search-language ecology*.
GenAI does not eliminate academic search literacy.
It expands what academic search literacy needs to cover.
For AI literacy programmes in academic libraries, this suggests a practical model:
Explore with GenAI. Discover with scholarly search. Verify with authoritative sources. Search systematically when accountability matters. Document the search when reproducibility matters. Use librarian judgement throughout.
This is an important paper for anyone redesigning information literacy instruction for the GenAI era.
Source: Chao Cai & Jane K. Yatcilla, “Academic search literacy in the age of generative AI: A conceptual framework for navigating the search-language ecology”, The Journal of Academic Librarianship, 52(5), 103323, 2026.
doi.org/10.1016/j.acalib.2026.103323
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