ArticleThe EPMA journal2023
Development and validation of a short-form suboptimal health status questionnaire.
Article in The EPMA journal, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 15 papers.
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15 citing papers in PubMed, 19 citations in OpenAlex.
- Development of a prognostic model for preoperative stage I-III breast cancer using machine learning with integrated cone-beam breast computed tomography data.La Radiologia medica · 2026Article
- The moderating role of adverse childhood experiences in the relationship between workplace incivility and suboptimal health status among nurses.BMC psychology · 2026Article
- Identifying sub-health symptom clusters among urban older adults: exploring associations with Tai Chi exercise and risk of falling.Frontiers in public health · 2026Article
- Article
- Development of clinical teaching competency framework and scale for physician teachers in China: an exploratory sequential mixed methods study.Medical education online · 2025Article
- Prevalence of depression and anxiety and related influencing factors in the Chinese population with noncommunicable chronic diseases: A network perspective.World journal of psychiatry · 2025Article
- Establishment of reference intervals for serum immunoglobulin GThe EPMA journal · 2025Article
- Scale of employees' initiative for proactive health: development and validity testing.BMC psychology · 2025Article
- Analysis of sub-health status and related factors in medical students in the Chinese Mainland from the perspective of health ecology.BMC public health · 2025Article
- Determinants of life satisfaction in older adults with diabetes in China: a national cross-sectional study.Frontiers in public health · 2025Article
- Analysis of nursing staff job satisfaction and its influencing factors: a cross-sectional study of 38 hospitals/nursing homes in China.Frontiers in public health · 2025Article
- 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.BMC public health · 2024Article
- The caregiving role influences Suboptimal Health Status and psychological symptoms in unpaid carers.The EPMA journal · 2024Article
- Mlp4green: A Binary Classification Approach Specifically for Green Odor.International journal of molecular sciences · 2024Article
- Influence of lifestyle on suboptimal health: Insights from a national cross-sectional survey in China.Journal of global health · 2023Article
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Authors and funding
12 authors at 6 institutions in 3 countries.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Background: Suboptimal health status (SHS) is a reversible, borderline state between optimal health and disease. Although this condition's definition is widely understood, related questionnaires must be developed to identify individuals with SHS in various populations relative to predictive, preventive, and personalized medicine (PPPM/3PM). This study presents a short-form suboptimal health status questionnaire (SHSQ-SF) that appears to possess sufficient reliability and validity to assess SHS in large-scale populations. Methods: A total of 6183 participants enrolled from Southern China constituted a training set, while 4113 participants from Northern China constituted an external validation set. The SHSQ-SF includes nine key items from the Suboptimal Health Status Questionnaire-25 (SHSQ-25), an instrument that has been applied to Africans, Asians, and Caucasians. Item analysis and reliability and validity tests were carried out to validate the SHSQ-SF. The receiver operating characteristic (ROC) curve was used to identify an optimal cutoff value for SHS diagnosis, by which the area under the curve (AUC) and 95% confidence interval (CI) were determined. Results: Cronbach's α coefficient for the training dataset was 0.902; the split-half reliability was 0.863. The Kaiser-Meyer-Olkin (KMO) value was 0.880, and Bartlett's test of sphericity was significant ( Conclusions: We developed a short form of the SHS questionnaire that demonstrated sound reliability and validity when assessing SHS in Chinese residents. From a PPPM/3PM perspective, the SHSQ-SF is recommended for the rapid screening of individuals with SHS in large-scale populations. Supplementary Information: The online version contains supplementary material available at 10.1007/s13167-023-00339-z.
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