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Review Open access Aug 2026

Associations of weekend warrior and regular physical activity patterns with prevalence of hypertension by socioeconomic status in Korean adults

Background Evidence shows that the weekend warrior physical activity (PA) pattern (1–2 days/week) is associated with a lower risk of hypertension, but it is unclear whether this association differs by socioeconomic status (SES). This study aimed to examine whether the association between the weekend warrior PA pattern and prevalent hypertension differs according to SES in Korean adults. Methods We analyzed 28,039 adults (aged ≥ 19 years) from the 2018–2023 Korea National Health and Nutrition Examination Survey. PA patterns were categorized as inactive, insufficiently active, weekend warrior, or regularly active. Educational attainment (high school or less vs. college or higher) and household income (Q1–Q2 vs. Q3–Q4) were used as proxies of SES. Hypertension was defined as systolic blood pressure ≥ 140 mmHg, diastolic blood pressure ≥ 90 mmHg, a physician diagnosis, or use of antihypertensive medication. Multivariable logistic regression estimated odds ratios (ORs) and 95% confidence intervals (CIs) for prevalent hypertension across PA patterns, stratified by educational attainment and household income level. Results Among 28,039 adults, 8,842 (31.5%) had hypertension. In multivariable-adjusted models, compared with inactive participants, insufficiently active (OR, 0.85; 95% CI, 0.77–0.93), weekend warrior (OR, 0.74; 95% CI, 0.59–0.92), and regularly active (OR, 0.84; 95% CI, 0.77–0.91) PA patterns were each associated with lower odds of prevalent hypertension. There was no significant educational attainment-by-weekend warrior interaction for prevalent hypertension (P for interaction = 0.349), whereas a significant household income-by- weekend warrior interaction was observed (P for interaction = 0.049), with a more pronounced inverse association among lower-income adults. Conclusions PA patterns, including the weekend warrior pattern, were associated with lower odds of prevalent hypertension among Korean adults. The inverse association between the weekend warrior pattern and hypertension appeared to differ by household income level, with a more pronounced inverse association among lower-income adults. Further studies in large longitudinal cohorts are warranted to confirm these findings.

Tae Gu Choi, Sangshin Park, S. Kunutsor et al. · 0 citations
Open access Jul 2026

Estimated Cardiorespiratory Fitness and Incident Cardiometabolic Multimorbidity in Older Adults: A Prospective Cohort Study

Objective To evaluate the association of estimated cardiorespiratory fitness (eCRF) with incident cardiometabolic multimorbidity (CMM) and its potential contribution to CMM risk prediction in an older adult population. Patients and Methods The analysis included 3326 participants from the English Longitudinal Study of Aging (mean age 63 years; 1820 (54.7%) women) who were free of hypertension, cardiovascular disease, diabetes, and stroke at baseline (wave 4; 2008-2009). Estimated CRF was derived using validated nonexercise prediction equations (heart rate-based, body mass index-based, and Nord-Trøndelag Health Study-based eCRF). Incident CMM was defined at wave 10 (2021-2023) as the presence of ≥2 of the following: hypertension, cardiovascular disease, diabetes, or stroke. Multivariable-adjusted odds ratios (ORs) (95% CIs) and discrimination indices were calculated. Results During 12-15 years of follow-up, 197 (5.9%) participants developed CMM. Each eCRF measure reported an inverse linear association with CMM risk. Higher heart rate-based eCRF was associated with lower odds of CMM (per 1- metabolic equivalents (MET) increment: OR=0.78; 95% CI, 0.70-0.87; highest vs lowest tertile: OR=0.42; 95% CI, 0.25-0.69). Similar associations were observed for body mass index-based eCRF (per 1-MET increment: OR=0.78; 95% CI, 0.68-0.89; highest vs lowest tertile: OR=0.42; 95% CI, 0.25-0.70) and Nord-Trøndelag Health Study-based eCRF (per 1-MET increment: OR=0.73; 95% CI, 0.65-0.82; highest vs lowest tertile: OR=0.36; 95% CI, 0.22-0.58). Incorporation of each eCRF measure into a conventional risk prediction model modestly improved discrimination. Conclusion Estimated CRF derived from validated nonexercise equations was similarly and inversely associated with incident CMM in older adults, with all models reporting comparable modest predictive utility.

S. Kunutsor, Reyhaneh Rikhtehgaran, S. Jae et al. · 0 citations

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