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  1. Yao K, Chen W, Bao C, Shi Y
    Front Nutr, 2026;13:1889959.
    PMID: 42964196 DOI: 10.3389/fnut.2026.1889959
    INTRODUCTION: Health and well-being are associated with socioeconomic conditions, nutrition, and lifestyle behaviors. Although self-employment has become increasingly prevalent in developing economies, its implications for health remain unclear, particularly through nutrition- and lifestyle-related pathways. This study examines the associations between employment arrangements and self-rated health, dietary diversity, and lifestyle behaviors in Thailand, with particular attention to dietary behaviors.

    METHODS: Data were drawn from the Thailand Health and Welfare Survey. Ordered probit models and an instrumental variable approach were employed to examine the associations between self-employment and self-rated health, dietary diversity, physical activity, smoking, and alcohol consumption. Heterogeneity across types of self-employment was also assessed by distinguishing employer self-employed individuals from solo self-employed workers.

    RESULTS: Self-employment was associated with lower self-rated health and lower dietary diversity, indicating less varied diets. Self-employed individuals also exhibited less favorable lifestyle behaviors, including lower physical activity and higher probabilities of smoking and alcohol consumption. These associations varied by type of self-employment. Employer self-employed individuals tended to maintain healthier behaviors and better health outcomes, whereas solo self-employed workers were more vulnerable to lower dietary diversity and adverse health conditions.

    DISCUSSION: The findings indicate that employment type is an important structural factor associated with nutrition, lifestyle behaviors, and health inequalities. Policies aimed at improving population health should integrate labor-market interventions with nutrition- and lifestyle-oriented strategies, with particular attention to vulnerable groups of solo self-employed workers.

  2. Wang P, Yang J, Li X, Liu M, Zhang X, Sun D, et al.
    Sci Rep, 2017 07 26;7(1):6615.
    PMID: 28747656 DOI: 10.1038/s41598-017-06007-3
    Uncovering energy absorption and surface effects of various penetrating velocities on laminar structures is essential for designing protective structures. In this study, both quasi-static and dynamic penetration tests were systematical conducted on the front surfaces of metal sheets coated with a graphene oxide (GO) solution and other media. The addition of a GO fluid film to the front impact surface aided in increasing the penetration strength, improving the failure extension and dissipating additional energy under a wide-range of indentation velocity, from 3.33 × 10-5 m/s to 4.42 m/s. The coated -surfaces improved the specific energy dissipation by approximately 15~40% relative to the dry-contact configuration for both single-layer and double-layer configurations, and specific energy dissipations of double-layer configurations were 20~30% higher than those of the single-layer configurations. This treatment provides a facile strategy in changing the contact state for improving the failure load and dissipate additional energy.
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