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Objective:To explore the application status and trends of the health examination data.Methods:Relevant literatures on health examination data were retrieved from Web of Science from 1 January 2007 to 30 June 2022 and China Knowledge Network Infrastructure from 1 January 1992 to 30 June 2022; and the literature and research contents were visually analyzed by using CiteSpace 6.1 bibliometrics software.Results:Total of 5 517 Chinese articles and 18 563 English articles were selected. The publication volume of health examination data in China increased year by year since 1992, and the international publication volume also showed an increasing trend. The Chinese literature focused on health management, osteoporosis, overweight, and physical examination subjects such as pilots, while the English literature focused on the study of obesity, care and functional cognition after the formation of a cohort of physical examination data. More co-citation papers related to health examination data were published in the journals from developed countries mainly in the United States and the United Kingdom, and the contents of the co-cited journals highly covered disease research on chronic diseases, such as cardiovascular disease, functional cognition and rehabilitation.Conclusions:The number of articles published on health examination data is increasing year by year, and in the future, more studies will use big data algorithms such as machine learning to measure the association between the risk of chronic diseases and related influencing factors.
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Objective:To assess the effects of intervention measures on the quality control of health examination institutions in Dalian City.Methods:This cross-sectional study encompassed a comprehensive evaluation of 40 physical examination institutions in Dalian City. Interrupted time series analysis was employed to examine the changes in level and slope of processing rates for significant abnormal health examination results, chief inspection physician qualification rates, and completion rates of basic health examination items before (January 2020 to July 2021) and after (August 2021 to July 2022) intervention. An interrupted time series analysis diagram was generated.Results:After the implementation of intervention measures, the processing rate of significant abnormal results in public physical examination institutions reached 93.52%, while the qualification rate of chief inspection physicians was as high as 98.86%. And completion rate of basic health examination items was 93.86%. The rates of handling important abnormal results in health check-ups at private healthcare institutions before intervention, 1 month after intervention, and long-term intervention showed an upward trend of 1.374%, 0.229%, and 0.664%, respectively ( t=8.61, 12.21, and 108.61, all P<0.05). The qualification rate of chief inspection physicians in public physical examination institutions exhibited an increase of 0.227% and 0.155% before and after the intervention respectively ( t=6.74 and 617.67, all P<0.05). The completion rates of basic health check-up items in public healthcare institutions showed an upward trend before intervention, 1 month after intervention, and long-term intervention, with a rate of 0.446%, 0.067%, and 0.745%, respectively ( t=24.95, 3.25, 138.80, all P<0.05). Conclusions:The implementation of quality control intervention measures for health check-ups has significantly improved the quality control of health examination institutions in Dalian City.
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Objective:To establish an integrated model with KANO model and quality function deployment theory to determine the priority of measures in improving the quality of physical examination service.Methods:It was a cross-sectional study. A total of 196 physical examinees from the Health Management Center of the second affiliated Hospital of Dalian Medical University were selected by simple random sampling. Reliability test was used to analyze the reliability and validity of the questionnaire. KANO model was used to determine the importance of physical examination needs in health examination population. The quality function deployment model was used to create the house of quality and determine the priority of the importance of various service measures.Results:In the high important attribute requirements of physical examination, the final importance of emergency ability, outpatient time, professional and advanced equipment are 0.054, 0.052, 0.047 and 0.046 respectively. The measures that needed to be given priority to improve the quality of physical examination services were to improve the quality of medical services (absolute importance=107.5), strengthen skill assessment (absolute importance=70.1), define guidance, consultation and clinic identification (absolute importance=56.2), introduce advanced equipment and facilities (absolute importance=53.7), timely and accurate physical examination report (absolute importance=51.9) and interpretation of physical examination report (absolute importance=50.9).Conclusions:The physical examination center should give priority to the measures such as improving the medical level, strengthening the skill examination, introducing advanced equipment and facilities, defining the guidance of examination, consultation and consultation room identification, and strengthening service management.
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Objective:To explore the correlation between changing trajectories of serum uric acid and the onset of nonalcoholic fatty liver disease (NAFLD).Methods:A longitudinal cohort study. Total of 3 353 subjects who had routine health examination every year from January 2017 to December 2019 in the Health Management Center of the Second Affiliated Hospital of Dalian Medical University and met the inclusion criteria were selected as the research subjects. Four different serum uric acid trajectory groups were determined by using the group-based trajectory model: the low stability group, medium stability group, medium-high stability group and high stability group. During the follow-up to December 2021, the differences in cumulative incidence of NAFLD in different serum uric acid trajectory groups were calculated and compared. Cox proportional hazard regression model was used to evaluate the hazard ratio ( HR) and 95% confidence interval ( CI) of the NAFLD onset in different serum uric acid trajectory groups. The dose-response relationship between baseline serum uric acid and NAFLD was evaluated by a restricted cubic spline regression model. Results:The cumulative incidence of NAFLD in two years was 10.77%, and the cumulative incidence increased with the rising trajectory of serum uric acid, it was the highestin the high stability group ( P<0.05). Compared that in the low stability group, the risk of NAFLD in the other three groups was as follows: 2.24 (95% CI: 1.59-3.14) in the medium stability group, 2.89 (95% CI: 1.92-4.33) in the medium-high stability group and 4.55 (95% CI:2.83-7.31) in the high stability group (all P<0.05). The risk of NAFLD gradually increased with the rising of serum uric acid level, and the cut-off value of serum uric acid for women and men was 260.32 μmol/L and 365.09 μmol/L, respectively. Conclusions:Long-term moderate and high levels of serum uric acid are independent risk factors for the occurrence of NAFLD. With the rising of serum uric acid trajectory, the risk of NAFLD increases. Attention should be paid to the longitudinal change trend of serum uric acid level in the prevention of NAFLD, and it should be controlled within lower level of the normal range.