Jinhua Zhang
Research Subjects
Jinhua Zhang has a total of 3 co-authors. Here are the top co-authors by number of shared publications:
- Hyung-Soo Shin
Graduate School of Physical Therapy, Kyungwoon University, Gumi 39160, Republic of Korea
1 shared publication - Ki-Hyun Kim
Department of Physical Therapy, KyungWoon University, Gumi 39160, Republic of Korea
1 shared publication - Wansuk Choi
Department of Physical Therapy, KyungWoon University, Gumi 39160, Republic of Korea
1 shared publication
Latest Publications
- Open Access
- 22 October 2026
- Published by MDPI AG in Healthcare
- Vol. 14 (21) , 3580
Long Sleep Duration and Multimorbidity in Older U.S. Adults: A Dose–Response Analysis of NHANES 2017–March 2020
Background/Objectives: Sleep disturbance and chronic-disease multimorbidity are both common in aging populations, yet the dose–response shape of their association in U.S. older adults, and the sleep threshold of clinical relevance, remain unclear. Methods: We analyzed 2998 community-dwelling U.S. adults aged ≥60 years from the NHANES 2017–March 2020 pre-pandemic cycle. Self-reported sleep duration was categorized as short (8 h); multimorbidity was ≥2 of eleven physician-diagnosed chronic conditions. Survey-weighted logistic regression with jackknife variance estimated adjusted odds ratios (aORs), and restricted cubic splines characterized the dose–response shape. Results: Multimorbidity prevalence was 64.0%. The excess risk was confined to sleep of ≥9 h (aOR = 1.65, 95% CI 1.22–2.25); the band immediately above the reference, >8 to 8 h category, long sleep was associated with multimorbidity (aOR = 1.41, 1.08–1.85, p = 0.014), whereas short sleep was not (aOR = 0.92, 0.58–1.47). This corresponded to an adjusted risk difference of 7.0 percentage points, and it was not materially attenuated by adjustment for a frailty phenotype (aOR = 1.38, 1.00–1.90) or among participants carrying at most one of the three available frailty criteria (aOR = 1.42, 1.03–1.97). The E-value, corrected for this common outcome, was 1.51. Conclusions: Long sleep, particularly ≥9 h, was associated with multimorbidity along a J-shaped dose–response. The association was moderate and the cross-sectional design cannot exclude reverse causation, so long sleep is best interpreted as a marker of accumulated disease burden rather than an actionable risk factor.
- 22 October 2026
- Published by MDPI AG in Healthcare
- Vol. 14 (21) , 3580
Open AccessLong Sleep Duration and Multimorbidity in Older U.S. Adults: A Dose–Response Analysis of NHANES 2017–March 2020
Background/Objectives: Sleep disturbance and chronic-disease multimorbidity are both common in aging populations, yet the dose–response shape of their association in U.S. older adults, and the sleep threshold of clinical relevance, remain unclear. Methods: We analyzed 2998 community-dwelling U.S. adults aged ≥60 years from the NHANES 2017–March 2020 pre-pandemic cycle. Self-reported sleep duration was categorized as short (8 h); multimorbidity was ≥2 of eleven physician-diagnosed chronic conditions. Survey-weighted logistic regression with jackknife variance estimated adjusted odds ratios (aORs), and restricted cubic splines characterized the dose–response shape. Results: Multimorbidity prevalence was 64.0%. The excess risk was confined to sleep of ≥9 h (aOR = 1.65, 95% CI 1.22–2.25); the band immediately above the reference, >8 to 8 h category, long sleep was associated with multimorbidity (aOR = 1.41, 1.08–1.85, p = 0.014), whereas short sleep was not (aOR = 0.92, 0.58–1.47). This corresponded to an adjusted risk difference of 7.0 percentage points, and it was not materially attenuated by adjustment for a frailty phenotype (aOR = 1.38, 1.00–1.90) or among participants carrying at most one of the three available frailty criteria (aOR = 1.42, 1.03–1.97). The E-value, corrected for this common outcome, was 1.51. Conclusions: Long sleep, particularly ≥9 h, was associated with multimorbidity along a J-shaped dose–response. The association was moderate and the cross-sectional design cannot exclude reverse causation, so long sleep is best interpreted as a marker of accumulated disease burden rather than an actionable risk factor.