Impact of ChatGPT on reference services of university libraries: an empirical investigation from university librarians of Punjab, Pakistan

Purpose The study aimed to identify the impact of Chat Generative Pre-Trained Transformer (ChatGPT) on reference services in university libraries. The study also aimed to reveal the challenges associated with its adoption in university libraries. Design/methodology/approach Quantitative research design was used to address the study's objectives. Data were collected from 127 professional librarians of 79 university libraries in Punjab province, Pakistan by conducting survey of the population. Descriptive and inferential statistical tests were used through SPSS Software. Findings Findings of the study revealed that ChatGPT has a significant positive impact on library services. It provides efficient, effective and innovative reference services to end users for addressing their diverse information needs. The study also found that ChatGPT adoption in university libraries was hindered by various limitations including inaccurate query responses, ethical considerations, data piracy, security implications, bias, dependency on third-party services, privacy and security concerns and loss of academic integrity. Originality/value On the basis of empirical evidence, the study has provided practical recommendations for the adoption of ChatGPT in university libraries for smart reference services.

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Publication Details

Journal
Reference Services Review
Published
2026-01-15
DOI
https://doi.org/10.1108/rsr-07-2025-0052
Primary Topic
Artificial Intelligence in Healthcare and Education
Type
article
Field-Weighted Citation Impact
0.00
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article

Impact of ChatGPT on reference services of university libraries: an empirical investigation from university librarians of Punjab, Pakistan

Shakil Ahmad, Mukhtar Ahmmad, Khurram Shahzad, Khan Sm et al.
Reference Services Review
Artificial Intelligence in Healthcare and Education
article

Impact of ChatGPT on reference services of university libraries: an empirical investigation from university librarians of Punjab, Pakistan

Shakil Ahmad, Mukhtar Ahmmad, Khurram Shahzad, Khan Sm, Abid Iqbal
article en

Abstract

Purpose The study aimed to identify the impact of Chat Generative Pre-Trained Transformer (ChatGPT) on reference services in university libraries. The study also aimed to reveal the challenges associated with its adoption in university libraries. Design/methodology/approach Quantitative research design was used to address the study's objectives. Data were collected from 127 professional librarians of 79 university libraries in Punjab province, Pakistan by conducting survey of the population. Descriptive and inferential statistical tests were used through SPSS Software. Findings Findings of the study revealed that ChatGPT has a significant positive impact on library services. It provides efficient, effective and innovative reference services to end users for addressing their diverse information needs. The study also found that ChatGPT adoption in university libraries was hindered by various limitations including inaccurate query responses, ethical considerations, data piracy, security implications, bias, dependency on third-party services, privacy and security concerns and loss of academic integrity. Originality/value On the basis of empirical evidence, the study has provided practical recommendations for the adoption of ChatGPT in university libraries for smart reference services.

Reference Services Review
Prince Sultan University (SA), Islamia University of Bahawalpur (PK), Government College University, Lahore (PK)
Openalex Percentile: Top 87%
Artificial Intelligence in Healthcare and Education
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Impact of ChatGPT on reference services of university libraries: an empirical investigation from university librarians of Punjab, Pakistan — Shakil Ahmad, Mukhtar Ahmmad, et al. · Reference Services Review (2026) | TGRS Research Map | TGRS