Development and Validation of a Short Form of Suboptimal Health Status Questionnaire DOI Open Access
Shuyu Sun, Hongzhi Liu, Zheng Guo

et al.

medRxiv (Cold Spring Harbor Laboratory), Journal Year: 2023, Volume and Issue: unknown

Published: May 30, 2023

Abstract Background Suboptimal health status (SHS) is a reversible borderline condition between optimal and diseases. Although the definition of SHS widely understood, questionnaires are needed to be further developed, by which individual with can identified from variety population in context predictive, preventive personalized medicine (PPPM/3PM). This study aimed develop short form suboptimal questionnaire (SHSQ-SF) reference questionnaire-25 (SHSQ-25). Methods A total 6,183 participants enrolled southern China were included training set, while 4,113 northern an external validation set. SHSQ-SF nine key items SHSQ-25, that has been applied Caucasians, Asians, Africans. Item analysis, reliability validity tests carried out validate SHSQ-SF. Receiver operating characteristic (ROC) curve was used identify cutoff value for diagnosis SHS. Results In dataset, Cronbach’s α coefficient 0.902, split-half 0.863. The Kaiser-Meyer-Olkin (KMO) statistic 0.880, Bartlett’s test sphericity significant (χ 2 = 32,929.680, P< 0.05). Both Kaiser’s criteria (eigenvalues >1) scree plot revealed one factor explained 57.008% variance. Standardized loadings confirmatory analysis (CFA) indices 0.59 0.74, χ / dƒ 4.972, (GFI) 0.996, CFI RFI 0.989 RMSEA 0.031. area under ROC (AUC) 0.985 (95%CI: 0.983 – 0.988) (≥ 11) this showed good discriminatory power (AUC 0.975, 95%CI: 0.971 0.979), sensitivity 96.2% specificity 87.4%. Conclusions We developed questionnaire, measurement Chinese residents. From perspective PPPM/3PM, recommended quickly screening individuals large-scale population.

Language: Английский

Intrarelationships between suboptimal health status and anxiety symptoms: A network analysis DOI Creative Commons
Yangyu Liu, Pu Ge, Xiaoming Zhang

et al.

Journal of Affective Disorders, Journal Year: 2024, Volume and Issue: 354, P. 679 - 687

Published: March 23, 2024

Suboptimal health status is a global public concern of worldwide academic interest, which an intermediate between and illness. The purpose the survey to investigate relationship anxiety statuses suboptimal identify central symptoms bridge symptoms.

Language: Английский

Citations

4
Undergraduates’ lifestyle and Suboptimal Health Status (SHS): A cross-sectional study in the Ha’il region of Saudi Arabia DOI Creative Commons
Bandar Alsaif, Collins Otieno Asweto, Sehar-un-Nisa Hassan

et al.

PLoS ONE, Journal Year: 2025, Volume and Issue: 20(1), P. e0317127 - e0317127

Published: Jan. 24, 2025

Background University students in Saudi Arabia are embracing some of the negative traits fast-paced modern lifestyle, typified by unhealthy eating, low physical activity, and poor sleep habits that may increase their risk for health. Health holistic well-being at population level among priorities 2030 vision a vibrant society Kingdom Arabia. The current study thus aims determining prevalence predictive factors Suboptimal Status (SHS) university students. Methods A cross-sectional was conducted 9,026 undergraduate between 31st May 15th June 2023. data collected through an online questionnaire using Arabic translation SHS (ASHSQ-25) Simple Lifestyle Indicator Questionnaire (SLIQ). chi-square test, Canonical Correlation Analysis (CCA), hierarchical multiple regression, Receiver Operating Characteristic (ROC) were performed to analyze IBM SPSS software (version 25.0) significance p<0.05. Results findings showed 33.7% (3038) classified as having SHS. statistically higher younger those studying social science discipline, overweight, had diets, engaged slept <6 hours (p<0.001). loadings these significant predicting five dimensions range (0.52–0.97). Furthermore, extracted variables from regression analysis indicated final model (Model 3) significant, R2 = 0.646, F (6,9019), p <0.0001, suggesting 64.6% variance can be explained predictor model. These included age, college, academic level, diet, BMI, sleeping duration. Conclusion Findings show modifiable predictors such quality, BMI scores, dietary Therefore, this emphasize necessity early interventions promote healthy lifestyles.

Language: Английский

Citations

0
Determination of the optimal cutoff point for the suboptimal health status questionnaire: a latent profile analysis DOI Creative Commons
Lai Kun Tong, Mio Leng Au,

Yong Bing Liu

et al.

BMC Public Health, Journal Year: 2025, Volume and Issue: 25(1)

Published: March 17, 2025

Language: Английский

Citations

0
Development and validation of a short-form suboptimal health status questionnaire DOI
Shuyu Sun, Hongzhi Liu, Zheng Guo

et al.

The EPMA Journal, Journal Year: 2023, Volume and Issue: 14(4), P. 601 - 612

Published: Sept. 12, 2023

Language: Английский

Citations

9
Assessing suboptimal health status in the Saudi population: Translation and validation of the SHSQ-25 questionnaire DOI Creative Commons
Mohamed Ali Alzain, Collins Otieno Asweto, Sehar-un-Nisa Hassan

et al.

Journal of Global Health, Journal Year: 2024, Volume and Issue: 14

Published: Feb. 2, 2024

Suboptimal Health Status (SHS) is realised as a vital feature for improving global health. However, the Arabian world does not have validated instrument screening SHS in their population. Therefore, study aimed to evaluate psychometric properties of Arabic-translated (ASHSQ-25) Saudi

Language: Английский

Citations

3
The Effects of Dynamic and Static Forest Bathing (Shinrin-yoku) on Physiological and Psychological Health in Males and Females DOI Open Access

Ye Wen,

Xinren Gu, Wenping Deng

et al.

Forests, Journal Year: 2023, Volume and Issue: 14(8), P. 1592 - 1592

Published: Aug. 5, 2023

This study aimed to investigate the effects of dynamic and static forest bathing (Shinrin-yoku) on physiological psychological health males females. Dynamic pre-test post-test was performed 11 participants (5 6 females) as a single group in environment. In addition, randomized controlled trial involving 20 (10 10 conducted evaluate both urban environments. Various indicators, including systolic blood pressure (SBP), diastolic (DBP), pulse, heart rate variability (HRV), self-assessed indicators such profile mood states, were measured. resulted significant increase natural logarithmic value high frequency (lnHF) HRV significantly decreased ratio low (lnLF) lnHF (lnLF/lnHF) HRV. Static not only had but also participants’ SBP, DBP, pulse. Both enhanced human parasympathetic nervous system activity reduced sympathetic activity, particularly affecting Negative state scores (tension, anger, fatigue, depression, confusion) total disturbance after bathing. contrast, positive (vigor) increased, indicating an enhancement mood. These improvements pronounced male individuals. Short-term exposure environment has physical mental The extent these varied according factors engagement gender.

Language: Английский

Citations

5
Analyzing Longitudinal Health Screening Data with Feature Ensemble and Machine Learning Techniques: Investigating Diagnostic Risk Factors of Metabolic Syndrome for Chronic Kidney Disease Stages 3a to 3b DOI Creative Commons
Ming-Shu Chen, Tzu-Chi Liu, Mao-Jhen Jhou

et al.

Diagnostics, Journal Year: 2024, Volume and Issue: 14(8), P. 825 - 825

Published: April 17, 2024

Longitudinal data, while often limited, contain valuable insights into features impacting clinical outcomes. To predict the progression of chronic kidney disease (CKD) in patients with metabolic syndrome, particularly those transitioning from stage 3a to 3b, where data are scarce, utilizing feature ensemble techniques can be advantageous. It effectively identify crucial risk factors, influencing CKD progression, thereby enhancing model performance. Machine learning (ML) methods have gained popularity due their ability perform selection and handle complex interactions more than traditional approaches. However, different ML yield varying importance information. This study proposes a multiphase hybrid factor evaluation scheme consider diverse information generated by methods. The incorporates variable rules (VERs) combine information, aiding identification important supporting decision making. In proposed scheme, we employ six models—Lasso, RF, MARS, LightGBM, XGBoost, CatBoost—each renowned for its distinct mechanisms widespread usage studies. By implementing our thirteen affecting identified, promising AUC score 0.883 achieved when constructing them.

Language: Английский

Citations

0
The prevalence of suboptimal health status among Chinese secondary school students and its relationship with family health: the mediating role of perceived stress and problematic internet use DOI Creative Commons
Benli Xue, Xiao Zheng, Lingli Yang

et al.

BMC Public Health, Journal Year: 2024, Volume and Issue: 24(1)

Published: Nov. 28, 2024

The health status of secondary school students has received widespread attention, and family plays an extremely important role in protecting promoting their health. However, the relationship between suboptimal (SHS) among its underlying mechanisms are unclear. This study aims to understand prevalence SHS Chinese analyze SHS, examine mediating roles perceived stress problematic internet use. 2,094 (52.6% boys, 47.4% girls, Mage ± SD = 15.74 1.78) this came from "2022 Psychology Behavior Investigation Residents, PBICR". chi-square test t-test were used with different characteristics. SPSS PROCESS macro software was explore effects 40.7%, older students, non-only child, high smokers, drinkers, living Northeast region China had higher prevalence. Family health, stress, use significantly related (P < 0.001). a negative effect on (β -0.127, 95% CI: -0.173 -0.080). At same time, mediated (chain mediation model 1: β -0.109, -0.133 -0.087; chain 2: -0.098, -0.120 -0.078) also -0.034, -0.056 -0.014; -0.077, -0.099 -0.055). found path superior -0.043, -0.054 -0.033). Many experiencing SHS. Improving such as strengthening parent–child communication fostering positive parenting practice, is critical improving Helping relieve reduce key implementing family-oriented interventions.

Language: Английский

Citations

0
Development and Validation of a Short-Form Suboptimal Health Status Questionnaire DOI Creative Commons
Shuyu Sun, Hong‐Zhi Liu, Zheng Guo

et al.

Research Square (Research Square), Journal Year: 2023, Volume and Issue: unknown

Published: June 30, 2023

Abstract Background Suboptimal health status (SHS) is a reversible, borderline state between optimal and disease. Although this condition’s definition widely understood, related questionnaires must be developed to identify individuals with SHS in various populations relative predictive, preventive, personalized medicine (PPPM/3PM). This study presents short-form suboptimal questionnaire (the SHSQ-SF) that appears possess sufficient reliability validity assess large-scale populations. Methods A total of 6,183 participants enrolled from southern China constituted training set, while 4,113 northern an external validation set. The SHSQ-SF includes nine key items the Health Status Questionnaire-25 (SHSQ-25), instrument has been applied Caucasians, Asians, Africans. Item analysis tests were carried out validate SHSQ-SF. receiver operating characteristic (ROC) curve was used cutoff value for diagnosis. Results Cronbach’s α coefficient dataset 0.902; split-half 0.863. Kaiser–Meyer–Olkin (KMO) 0.880, Bartlett’s test sphericity significant ( χ 2 = 32,929.680, p < 0.05). Both Kaiser’s criteria (eigenvalues > 1) scree plot revealed one factor explaining 57.008% variance. Standardized loadings confirmatory (CFA) indices ranged 0.59 0.74, / dƒ 4.972, GFI 0.996, CFI RFI 0.989, RMSEA 0.031. area under ROC (AUC) equal 0.985 (95% CI: 0.983–0.988) dataset. (≥ 11) then identified showed good discriminatory power (AUC 0.975, 95% 0.971–0.979) sensitivity 96.2% specificity 87.4%. Conclusions We short form demonstrated sound when assessing Chinese residents. From PPPM/3PM perspective, recommended rapid screening

Language: Английский

Citations

1
Development and Validation of a Short Form of Suboptimal Health Status Questionnaire DOI Open Access
Shuyu Sun, Hongzhi Liu, Zheng Guo

et al.

medRxiv (Cold Spring Harbor Laboratory), Journal Year: 2023, Volume and Issue: unknown

Published: May 30, 2023

Abstract Background Suboptimal health status (SHS) is a reversible borderline condition between optimal and diseases. Although the definition of SHS widely understood, questionnaires are needed to be further developed, by which individual with can identified from variety population in context predictive, preventive personalized medicine (PPPM/3PM). This study aimed develop short form suboptimal questionnaire (SHSQ-SF) reference questionnaire-25 (SHSQ-25). Methods A total 6,183 participants enrolled southern China were included training set, while 4,113 northern an external validation set. SHSQ-SF nine key items SHSQ-25, that has been applied Caucasians, Asians, Africans. Item analysis, reliability validity tests carried out validate SHSQ-SF. Receiver operating characteristic (ROC) curve was used identify cutoff value for diagnosis SHS. Results In dataset, Cronbach’s α coefficient 0.902, split-half 0.863. The Kaiser-Meyer-Olkin (KMO) statistic 0.880, Bartlett’s test sphericity significant (χ 2 = 32,929.680, P< 0.05). Both Kaiser’s criteria (eigenvalues >1) scree plot revealed one factor explained 57.008% variance. Standardized loadings confirmatory analysis (CFA) indices 0.59 0.74, χ / dƒ 4.972, (GFI) 0.996, CFI RFI 0.989 RMSEA 0.031. area under ROC (AUC) 0.985 (95%CI: 0.983 – 0.988) (≥ 11) this showed good discriminatory power (AUC 0.975, 95%CI: 0.971 0.979), sensitivity 96.2% specificity 87.4%. Conclusions We developed questionnaire, measurement Chinese residents. From perspective PPPM/3PM, recommended quickly screening individuals large-scale population.

Language: Английский

Citations

0