ArticleFrontiers in public health2026
Differential associations of the timing and amount of social media use with sleep quality and academic performance among undergraduate medical and dental students in Pakistan: a cross-sectional study.
Article in Frontiers in public health, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.
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Abstract
Background: Poor sleep and reduced academic performance among medical and dental students have been linked to social media use; however, whether the amount, purpose, and timing of use are independently associated with these outcomes remains unclear. Methods: In this cross-sectional study, 364 students enrolled in MBBS or BDS programs at ten institutions in Khyber Pakhtunkhwa, Pakistan, were recruited through convenience sampling and completed a paper-based questionnaire between October 2023 and April 2024. Sleep quality was measured using the Pittsburgh Sleep Quality Index (PSQI), and academic performance was assessed using self-reported percentage marks from the most recent professional examination. The models were adjusted for background characteristics and other social media exposures. Results: Poor sleep quality (PSQI > 5) was present in 312 students (85.7%, 95% CI 81.7-88.9). Duration of pre-sleep social media use was the only exposure independently associated with the PSQI global score (B = 1.594, 95% CI 1.081 to 2.106, Conclusion: Sleep quality was primarily associated with when social media was used, while examination performance was related to how much social media was used. These exploratory associations from a convenience sample cannot establish causal direction, apply to the participating institutions rather than to Pakistani students generally, and require replication with prospective designs and objective measures in future studies.
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