Preventive medicine
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Preventive medicine · Aug 2023
The effect of adverse employment circumstances on physical pain: Evidence from Australian panel data.
Physical pain is a common health problem with great public health implications. Yet evidence on whether adverse employment circumstances shape physical pain is limited. Using longitudinal data from 20 waves (2001-2020) from the Household, Income and Labour Dynamics of Australia Survey (HILDA; N = 23,748), a lagged design, Ordinary Least Squares (OLS) regressions as well as multilevel mixed effect linear regressions, we investigated the association between past accumulated unemployment and recent employment circumstances with physical pain. ⋯ These results held after controlling for socio-demographic characteristics, occupation, and other health-related factors. These findings are consistent with recent work that suggested that psychological distress can influence physical pain. Understanding how adverse employment circumstances impact physical pain is crucial to the design of health promotion policies.
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Preventive medicine · Aug 2023
Randomized Controlled TrialOmni-media health education combined with nanodrug therapy on the creation of gastrointestinal microenvironment and the improvement of treatment compliance in patients with gastrointestinal tumors.
According to the randomization method, 82 patients can be divided into two groups, the control group and the study group, each with 41 patients participating in the investigation. All patients in the control group were cared for, and the study group used a health education model. ⋯ To enable patients to accurately grasp health knowledge during treatment, score self-management ability (ESCA), and maintain a level of satisfaction with care. (1) In the study group, the standard treatment of patients directly reached 97.56%, regular review reached 95.12%, regular exercise reached 90.24%, the degree of smoking cessation reached 92.68%. (2) The mastery of disease and health knowledge in the first group (95.12%) was significantly higher than that of (78.05%) (P < 0.05). (3) After the intervention, the first group scored higher for self-responsibility (27.07 ± 3.15), self-awareness (25.59 ± 3.11), health knowledge (40.38 ± 4.54), and self-care skills (36.45 ± 3.19). (4) The nursing satisfaction level of the first group was (92.68%), which was significantly higher than that of the other group (75.61%). According to the conclusions, it can be shown that health education for tumor patients can improve patients' compliance with treatment and mastery of disease health knowledge, which is conducive to improving patients' self-management ability.
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Preventive medicine · Aug 2023
Longitudinal trajectories of smoking status using 25 year annually-updated data and all-cause mortality followed over 30 years: A community-based prospective cohort study.
We aimed to evaluate the long-term risk of smoking for all-cause mortality according to smoking status trajectories using 25-year annually-repeated input, traced by group-based trajectory modeling with an extension to account for non-random participant attrition or truncation due to death. We examined 2682 men and 4317 women aged 40 to 59 years who participated in annual health checks for the community-based prospective cohort study, 1975-1984 enrollment in Japan. The main outcome measure was all-cause mortality (follow-up period: median 30.2 years in men and 32.2 years in women). ⋯ Among community residents aged 40 to 59 years, 25-year-trajectory-based lifelong smokers had an approximately 30% increased risk for all-cause mortality compared to one-time-point-based smokers. Risk of all-cause mortality among smokers with earlier cessation varied materially. It is necessary to consider the trajectories of smoking status to clarify the long-term excess risk of smoking.
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Preventive medicine · Aug 2023
Application of internet of things data processing based on machine learning in community sports detection.
Due to the rapid development of the IoT ecosystem, a large amount of IoT data has been generated. However, in the current development process of the Internet of Things, how to ensure data security is a key issue. Traditional IoT security protection is relatively basic. ⋯ Then this article also analyzed the motion recognition and detection of community sports, as well as the widespread application of computer vision and machine learning technologies in various fields such as computer mining and data security. Motion detection technology is very important in the field of computer vision and has applications in various real-world scenarios. This article studies new ideas for information encryption in the computer Internet of Things, and also analyzes machine learning and motion detection systems and applies them to community sports, improving the development of community sports.
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Preventive medicine · Aug 2023
ReviewPolicy, systems, and environmental interventions addressing physical activity in early childhood education settings: A systematic review.
Policy, systems, and environmental (PSE) approaches can facilitate physical activity in priority populations (e.g., racial and ethnic minority, low wealth groups) within early childhood education (ECE) settings. The purpose of this review was to 1) characterize the inclusion of priority populations within ECE physical activity interventions containing PSE approaches and 2) identify and describe interventions within these populations. Seven databases were systematically searched (January 2000-Febrary 2022) for ECE-based interventions focusing on children (0-6 years) that utilized at least one PSE approach. ⋯ In Aim 2, of the 12 interventions assessing child physical activity in priority populations, 9/12 reported at least one physical activity outcome in the expected direction. Of the 11 interventions assessing the physical activity environment, 9/11 reported an effect in the expected direction. Findings indicate clear opportunities exist to target priority populations by incorporating PSE approaches in ECE physical activity interventions.