Related Experiment Video
Updated: Jun 16, 2026

Visualization of Intensity Levels to Reduce the Gap Between Self-Reported and Directly Measured Physical Activity
Published on: March 7, 2019
Insufficient physical activity and diabetes mellitus prevalence in Iran: an estimated population attributable
Navid Ebrahimi1, Keyvan Karimi1,2, Samaneh Asgari3
1Non-Communicable Diseases Research Center, Endocrinology and Metabolism Population Sciences Institute, Tehran University of Medical Sciences, Tehran, Iran.
Abstract:
Insufficient physical activity (IPA) affects over 50% of Iranian adults and is a modifiable risk factor for diabetes mellitus (DM). This study estimates the population attributable fraction (PAF) of DM associated with domain-specific IPA in Iran. This cross-sectional study analyzed Iran STEPs 2021 data from 18,013 adults aged ≥ 18 years. IPA was defined as < 600 MET-minutes/week in leisure-time or walking domains using GPAQ-2. Age- and sex-specific PAFs were calculated using Miettinen's formula with external relative risks from meta-analyses. Domain-specific PAFs are non-additive. DM prevalence was higher among adults with leisure-time IPA versus active peers (19.6% vs. 10.5%, p < 0.001) and among those with walking inactivity versus active peers (18.8% vs. 17.9%, p = 0.017). Using external relative risks, 14.6% (95% CI 11.5, 17.6) of DM cases were associated with leisure-time IPA and 15.7% (95% CI 12.4, 18.9) with walking inactivity. The internal age-sex adjusted odds ratio for walking inactivity was 1.11 (95% CI 1.02, 1.21). Women had higher PAFs than men (leisure-time: 15.0% vs. 14.1%; walking: 16.4% vs. 14.6%). Leisure-time IPA prevalence exceeded 95% among adults with no formal education, women, and older adults. Approximately 50% of individuals with DM remained untreated. Under causal assumptions, approximately 15% of DM cases in Iran were associated with IPA. If these associations reflect modifiable causal relationships, increasing physical activity particularly leisure-time activity could lower diabetes prevalence. However, near-universal inactivity in several subgroups suggests activity promotion should be embedded within comprehensive strategies addressing obesity, diet, and healthcare access. These estimates are hypothetical impact fractions, not precise predictions of preventable cases.
Related Concept Videos
Type II Diabetes I: Introduction
Diabetes Mellitus: Type 2 and Gestational
Diabetes Mellitus: Overview and Type I Subtype
Type 1 diabetes is an autoimmune disease in which the immune system mistakenly attacks and destroys the insulin-producing beta cells in the pancreas. As a result, the body is unable to produce sufficient insulin, and individuals with...
Type II Diabetes II: Pathophysiology
Type I Diabetes II: Pathophysiology
Carbohydrate Metabolism
Starch accounts for approximately 60% of the carbohydrates consumed by humans. Since amylase enzymes cannot function in the stomach's acidic environment, starch can only be digested in the mouth and small intestine. Simple sugars are found naturally in milk and fruits in the...