Physical activity and incident type 2 diabetes: the potential mediating role of sleep medication use in the population-based Azar Cohort

Abstract Background Physical activity (PA) is associated with lower risk of type 2 diabetes (T2D), but the pathways are unclear. We examined the association between PA and incident T2D and evaluated the indirect association through sleep medication use in the Azar Cohort Study. Methods This cohort study included 13,259 adults aged 35–70 years who were free of T2D at baseline. PA and sleep medication use were assessed at baseline. PA was expressed as metabolic equivalent task hours (MET-h/week). Modified Poisson regression with robust variance was used to estimate risk ratios (RRs). Mediation analysis used logistic and Poisson regression within the potential-outcomes framework. Results Compared with high or very high PA, moderate or lower PA was associated with greater risk of incident T2D in the unadjusted model (RR = 1.49, 95% CI:1.03–2.14), the DAG-adjusted model (RR = 1.31, 95% CI:1.01–1.70), and the expanded model (RR = 1.23, 95% CI:1.01–1.50). Moderate or lower PA was associated with sleep medication use (adjusted OR = 1.93, 95% CI:1.23–3.02). The indirect effect through sleep medication use was significant in the DAG-adjusted model (RR = 1.09, 95% CI:1.01–1.16) and expanded model (RR = 1.04, 95% CI:1.01–1.06), with mediated proportions of 37.4% and 20.8%, respectively. Continuous PA showed an inverse association with incident T2D, with no significant evidence of nonlinearity. Conclusions Higher PA was associated with lower occurrence of incident T2D. Sleep medication use showed a modest indirect association. Because PA and sleep medication use were assessed at baseline, the mediation findings should be interpreted as statistical rather than temporally established causal mediation.

Authors

Institutions

Publication Details

Journal
BMC Public Health
Published
2026-09-30
DOI
https://doi.org/10.1186/s12889-026-29678-y
Primary Topic
Sleep and related disorders
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
article

Physical activity and incident type 2 diabetes: the potential mediating role of sleep medication use in the population-based Azar Cohort

Rouhollah Haghshenas, Elnaz Faramarzi, Mohammad Hossein Somi
BMC Public Health
Sleep and related disorders
article

Physical activity and incident type 2 diabetes: the potential mediating role of sleep medication use in the population-based Azar Cohort

Rouhollah Haghshenas, Elnaz Faramarzi, Mohammad Hossein Somi
article en

Abstract

Abstract Background Physical activity (PA) is associated with lower risk of type 2 diabetes (T2D), but the pathways are unclear. We examined the association between PA and incident T2D and evaluated the indirect association through sleep medication use in the Azar Cohort Study. Methods This cohort study included 13,259 adults aged 35–70 years who were free of T2D at baseline. PA and sleep medication use were assessed at baseline. PA was expressed as metabolic equivalent task hours (MET-h/week). Modified Poisson regression with robust variance was used to estimate risk ratios (RRs). Mediation analysis used logistic and Poisson regression within the potential-outcomes framework. Results Compared with high or very high PA, moderate or lower PA was associated with greater risk of incident T2D in the unadjusted model (RR = 1.49, 95% CI:1.03–2.14), the DAG-adjusted model (RR = 1.31, 95% CI:1.01–1.70), and the expanded model (RR = 1.23, 95% CI:1.01–1.50). Moderate or lower PA was associated with sleep medication use (adjusted OR = 1.93, 95% CI:1.23–3.02). The indirect effect through sleep medication use was significant in the DAG-adjusted model (RR = 1.09, 95% CI:1.01–1.16) and expanded model (RR = 1.04, 95% CI:1.01–1.06), with mediated proportions of 37.4% and 20.8%, respectively. Continuous PA showed an inverse association with incident T2D, with no significant evidence of nonlinearity. Conclusions Higher PA was associated with lower occurrence of incident T2D. Sleep medication use showed a modest indirect association. Because PA and sleep medication use were assessed at baseline, the mediation findings should be interpreted as statistical rather than temporally established causal mediation.

BMC Public Health
Tabriz University of Medical Sciences (IR)
Good health and well-being
Openalex Percentile: Top 8%
Sleep and related disorders
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.

Physical activity and incident type 2 diabetes: the potential mediating role of sleep medication use in the population-based Azar Cohort — Rouhollah Haghshenas, Elnaz Faramarzi, et al. · BMC Public Health (2026) | TGRS Research Map | TGRS