Gender Differences in Awareness and Use of ChatGPT Among Undergraduate E-Library Users at Hensard University, Toru-Orua, Bayelsa State, Nigeria
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Date
2026
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Abstract
This study examined gender differences in awareness and use of ChatGPT among undergraduate
e-library users at HENSARD University, Toru-Orua, Bayelsa State, Nigeria. A descriptive survey
design was adopted. Of a population of 350 undergraduates, 78 students encountered in the e
library were selected through availability-based purposive sampling; 75 valid questionnaires were
analyzed (96.2% response rate), comprising 33 males (44.0%) and 42 females (56.0%). Data were
collected with a structured questionnaire and analyzed using frequencies, percentages, mean
scores, an independent-samples t-test, and Pearson product–moment correlation. Based on the
displayed group summary statistics, awareness scores did not differ significantly by gender, t(73)
= -1.28, p = .204, mean difference = -0.15, 95% CI [-0.38, 0.08], Cohen’s d = -0.30. Use scores
also did not differ significantly, t(73) = -0.38, p = .706, mean difference = -0.05, 95% CI [-0.31,
0.21], Cohen’s d = -0.09. Awareness was strongly and positively correlated with use, r = .72, p <
.001. Students reported high to very high levels of awareness and use, with the five-item use scale
producing a grand mean of 4.21 on a five-point scale. The main reported purpose was assignment
completion (77.3%). Students also reported very positive perceptions of ChatGPT’s ease of use
and usefulness. The principal limitations are the small, single-institution sample, availability-based
purposive sampling, self-reported data, and the cross-sectional design, which limits
generalizability and does not permit causal conclusions.
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Keywords
ChatGPT, awareness, use, gender differences, e-library, undergraduate students.
