Objective: To investigate and analyze the risk factors of lung cancer in the population of health checkups. Methods: A total of 500 cases of the health check-up population were selected for data study. Surveyed showed...Objective: To investigate and analyze the risk factors of lung cancer in the population of health checkups. Methods: A total of 500 cases of the health check-up population were selected for data study. Surveyed showed that 19 cases of lung cancer were grouped as the lung cancer group and the remaining 481 cases made up the control group, and the risk factors were analyzed. Results: Among men, there was a significant proportion of individuals aged 60-69 years old, and women aged 30-39 years old. Additionally, individuals aged 60 and above were at increased risk of developing lung cancer. The results of the multifactorial analysis were that the risk factors affecting the detection of lung cancer in healthy people were smoking history, family history of lung cancer, secondhand smoke, history of respiratory diseases, psychosomatic factors, living environment, and kitchen fumes. Conclusion: People over 60 years of age were prone to early lung cancer, followed by individuals aged 30-39 years. It is important to identify the risk factors of lung cancer to strengthen the screening of high-risk groups for early detection and treatment.展开更多
Objective: To study the prevalence characteristics of pulmonary nodules and their influencing factors in the health check-up population. Methods: A total of 500 cases of health checkups were selected for the data stud...Objective: To study the prevalence characteristics of pulmonary nodules and their influencing factors in the health check-up population. Methods: A total of 500 cases of health checkups were selected for the data study to analyze the detection and prevalence characteristics of pulmonary nodules. The influencing factors between the pulmonary nodules group and the no pulmonary nodules group were analyzed. Results: A total of 209 cases were detected, of which there were more males than females, and for female patients, the detection rate increased with age (P < 0.05). The distribution of gender, age, smoking, respiratory symptoms, and exposure to kitchen fumes between the two groups was compared (P < 0.05). The multifactorial analysis concluded that risk factors include, respiratory symptoms, older age, exposure to kitchen fumes, and smoking. In addition, patients who exercised more had a lower risk of developing lung nodules. Conclusion: The detection rate of pulmonary nodules was high in the health check-up population and the influencing factors analyzed involved the presence of respiratory symptoms, older age, kitchen fume exposure, and smoking, while the positive influencing factor was increased exercise.展开更多
China's aging pressure is increasingly serious. The elderly people are difficult to seek medical advice,the elderly dependency ratio is soaring,finance fails to bear such heavy load,and social endowment service pr...China's aging pressure is increasingly serious. The elderly people are difficult to seek medical advice,the elderly dependency ratio is soaring,finance fails to bear such heavy load,and social endowment service pressure is also constantly increasing. Traditional endowment mode is already incapable of satisfying current endowment demands. On the basis of the population aging,this paper came up with the new endowment mode " hospital + nursing home" and analyzed its feasibility. Finally,it reached the conclusion that this endowment mode is helpful for solving problems of endowment and medical care,and alleviating the problem of population aging.展开更多
Objective To explore the impact of population aging on the expenditures of medical insurance funds against the background that great changes in population structure influences economic development.Methods Through anal...Objective To explore the impact of population aging on the expenditures of medical insurance funds against the background that great changes in population structure influences economic development.Methods Through analyzing the impact of the population aging,the income and accumulated balance of the medical insurance fund,and other related factors on the expenditure of the medical insurance fund,development status of the medical insurance fund for urban employees in China since 2003 was obtained.Stata 16.0 was used to perform multiple linear regression analysis on related factors to determine the correlation between population aging and the change in medical insurance expenditures.Results and Conclusion The factors that have a greater impact on the expenditure of the medical insurance fund are the amount of income from the medical insurance,followed by the number of people over the age of 65 in China and the urban retired employees participating in medical insurance.We should focus on the sustainable development of the urban employee medical insurance fund to deal with the threat of aging.展开更多
Objective:To develop a medication literacy scale for the pediatric population with nephrotic syndrome(NS)in order to evaluate its reliability and validity.Methods:According to the medication belief scale,specific medi...Objective:To develop a medication literacy scale for the pediatric population with nephrotic syndrome(NS)in order to evaluate its reliability and validity.Methods:According to the medication belief scale,specific medication beliefs,and self-set dimensions,the NS pediatric population health literacy scale was designed to evaluate the medication literacy of 120 children with NS.Items,homogeneity,reliability,and validity of the scale were analyzed.Results:There were statistically significant differences in the Levene F test between the top 27%and the last 27%of the 22 items(P<0.001).The differences in the t-test were statistically significant(P<0.001).Content validity I-CVI:after deletion of item 4,the I-CVI of other items were all higher than 0.91.S-CVI was higher than 0.80,and S-CVI/AVE was higher than 0.90.The internal consistency coefficient(Cronbach'sα)was 0.868.Structural validity:KMO(Kaiser-Meyer-Olkin)statistical value was 0.862,and Bartlett's spherical test value was 1578.172(P<0.001).The extracted 6 common factors explain 70.21%of the variance variation.The loads of 22 items on their main factors are all greater than 0.427 except items 2 and 5.Conclusion:The medication literacy scale for the NS pediatric population has proved its good practicability,but some items of cognition need to be further explored.展开更多
This article introduces a new medical internet of things(IoT)framework for intelligent fall detection system of senior people based on our proposed deep forest model.The cascade multi-layer structure of deep forest cl...This article introduces a new medical internet of things(IoT)framework for intelligent fall detection system of senior people based on our proposed deep forest model.The cascade multi-layer structure of deep forest classifier allows to generate new features at each level with minimal hyperparameters compared to deep neural networks.Moreover,the optimal number of the deep forest layers is automatically estimated based on the early stopping criteria of validation accuracy value at each generated layer.The suggested forest classifier was successfully tested and evaluated using a public SmartFall dataset,which is acquired from three-axis accelerometer in a smartwatch.It includes 92781 training samples and 91025 testing samples with two labeled classes,namely non-fall and fall.Classification results of our deep forest classifier demonstrated a superior performance with the best accuracy score of 98.0%compared to three machine learning models,i.e.,K-nearest neighbors,decision trees and traditional random forest,and two deep learning models,which are dense neural networks and convolutional neural networks.By considering security and privacy aspects in the future work,our proposed medical IoT framework for fall detection of old people is valid for real-time healthcare application deployment.展开更多
Background: Systematic chest X-ray is the most prescribed examination by occupational physicians during periodic medical check-ups in our context, unlike in most countries where this practice has been discontinued. Ob...Background: Systematic chest X-ray is the most prescribed examination by occupational physicians during periodic medical check-ups in our context, unlike in most countries where this practice has been discontinued. Objective: The objective was to determine the diagnostic yield and cost-effectiveness of chest radiography during periodic medical check-ups of workers in Ngaoundere. Materials and Methods: A cross-sectional and descriptive study was carried out in Ngaoundere Regional Hospital from January to December 2018, concerning all persons coming to perform a systematic chest X-ray in the context of the periodic medical check-up having been consented to participate in the study. Posteroanterior (PA) chest radiographs were obtained from all workers during this periodic medical check-up. The variables studied were: age, sex, clinical manifestations, antecedents, job type, cost, and chest X-ray results. Statistical analysis was performed using the Sphinx Plus2-Lexica-V5 Edition software. Results: 753 workers were selected for this study, of whom 88.04% were men and 11.96% were women, a sex ratio H/F is of 7.4, the average age was 39 ± 7.89 years with extremes of 24 and 56 years, the most frequent job type was the administration (38.37%), the storekeepers (17.92) and the drivers (15.27%), most of them were asymptomatic (97.47%), some had cough (2.52%), chest pain (2.12%), dyspnea (0.26%) and fever (0.13%). History was dominated by lung infection (2.39%), pleurisy (1.06%) and tuberculosis (0.79%). 7.43% of workers occasionally smoked tobacco and consumed alcohol. 41 cases of pathologies (5.44%) were found on the chest X-ray, including 1 case (0.13%) of evolutionary pathology, 40 cases (5.31%) of sequelae pathologies. When the results of the chest X-ray are compared with the clinical signs and the pathological history of the workers, it is found that the only case with evolutionary abnormalities on the chest X-ray showed clinical signs and that the other cases with sequelae abnormalities had either clinical signs or antecedents related to these abnormalities. The cost of a chest X-ray at the time of our study was 5,000 FCFA ($8.59), for a total of 3,765,000 FCFA ($6473.74) for all the X-rays performed. Conclusion: In view of the low rate of abnormalities on the chest X-ray and the sequelae nature of the pathologies, it can be said that the routine X-ray of the chest during the periodic medical check-ups has a low diagnostic yield and a low cost-effectiveness ratio and is not profitable. It should be non-systematic and case-by-case based on the clinical context and background of workers.展开更多
Background:Although the global growth of privatized health care services in the form of medical tourism appears to generate economic benefits,there is debate about medical tourism’s impacts on health equity in countr...Background:Although the global growth of privatized health care services in the form of medical tourism appears to generate economic benefits,there is debate about medical tourism’s impacts on health equity in countries that receive medical tourists.Studies of the processes of economic globalization in relation to social determinants of health suggest that medical tourism’s impacts on health equity can be both direct and indirect.Barbados,a small Caribbean nation which has universal public health care,private sector health care and a strong tourism industry,is interested in developing an enhanced medical tourism sector.In order to appreciate Barbadians’understanding of how a medical tourism industry might impact health equity.Methods:We conducted 50 individual and small-group interviews in Barbados with stakeholders including government officials,business and health professionals.The interviews were coded and analyzed deductively using the schedule’s questions,and inductively for novel findings,and discussed by the authors.Results:The findings suggest that in spite of Barbados’universal health care and strong population health indicators,there is expressed concern for medical tourism’s impact on health equity.Informants pointed to the direct ways in which the domestic population might access more health care through medical tourism and how privately-provided medical tourism in Barbados could provide health benefits indirectly to the Barbadian populations.At the same time,they cautioned that these benefits may not materialize.For example,the transfer of public resources-health workers,money,infrastructure and equipment-to the private sector to support medical tourism with little to no return to government revenues could result in health inequity through reductions in access to and availability of health care for residents.Conclusions:In clarifying the direct and indirect pathways by which medical tourism can impact health equity,these findings have implications for health system stakeholders and decision-makers in Barbados and other countries attempting both to build a medical tourism industry and to protect health equity.展开更多
Objective To discuss issues related to telemedicine in the context of the“Internet plus”and the prevention of novel coronavirus in early 2020,so as to provide some reference for the rapid development of Internet plu...Objective To discuss issues related to telemedicine in the context of the“Internet plus”and the prevention of novel coronavirus in early 2020,so as to provide some reference for the rapid development of Internet plus telemedicine.Methods Literature analysis method was used to summarize the current status of telemedicine at home and abroad.Descriptive statistical analysis and comparative analysis were also conducted to analyze the data of population and health in the“China Health Statistical Yearbook”and“China Statistical Yearbook”from 2009 to 2018.Results and Conclusion The distribution of medical demand and medical resources is uneven in 31 provinces,municipalities and autonomous regions,such problems are more serious between urban and rural areas in different regions.The population’s demand for medical care and the allocation of medical resources have the characteristics of positive correlation,large urban-rural differences and regional imbalance.Confronted with the situation that the uneven distribution of medical resources provides potential development opportunities for telemedicine and the difficulties in the further development of telemedicine,the government should formulate policies to improve the publicity of telemedicine,setting up a full coverage of telemedicine service system.Besides,hospitals should ensure the information security monitoring.展开更多
Objective:This article describes the implementation of a population-based strategy to man-age depression in a patient-centered medical home.Methods:Review of English language articles;description of specific protocols...Objective:This article describes the implementation of a population-based strategy to man-age depression in a patient-centered medical home.Methods:Review of English language articles;description of specific protocols utilized in one medical home.Results:Depression is a global concern estimated to affect 350 million people worldwide.Rates for depression vary between the United States and the Peoples’Republic of China,possibly due to significant factors in under diagnosis of this often hidden burden.Given the comorbidity of depres-sion with other health factors and the need for ongoing monitoring and care of this chronic illness,primary care has become a significant part of treatment interventions.Utilizing electronic health records(EHR),our strategy included the creation of a patient registry;selection of evidence-based treatment guidelines and protocols for point of care procedures;patient outreach and screening.Conclusion:The population-based program we outline is highly dependent on the EHR and the flexibility of roles and responsibilities of clinical staff.Further investigation is warranted into improved patient outcomes.展开更多
文摘Objective: To investigate and analyze the risk factors of lung cancer in the population of health checkups. Methods: A total of 500 cases of the health check-up population were selected for data study. Surveyed showed that 19 cases of lung cancer were grouped as the lung cancer group and the remaining 481 cases made up the control group, and the risk factors were analyzed. Results: Among men, there was a significant proportion of individuals aged 60-69 years old, and women aged 30-39 years old. Additionally, individuals aged 60 and above were at increased risk of developing lung cancer. The results of the multifactorial analysis were that the risk factors affecting the detection of lung cancer in healthy people were smoking history, family history of lung cancer, secondhand smoke, history of respiratory diseases, psychosomatic factors, living environment, and kitchen fumes. Conclusion: People over 60 years of age were prone to early lung cancer, followed by individuals aged 30-39 years. It is important to identify the risk factors of lung cancer to strengthen the screening of high-risk groups for early detection and treatment.
文摘Objective: To study the prevalence characteristics of pulmonary nodules and their influencing factors in the health check-up population. Methods: A total of 500 cases of health checkups were selected for the data study to analyze the detection and prevalence characteristics of pulmonary nodules. The influencing factors between the pulmonary nodules group and the no pulmonary nodules group were analyzed. Results: A total of 209 cases were detected, of which there were more males than females, and for female patients, the detection rate increased with age (P < 0.05). The distribution of gender, age, smoking, respiratory symptoms, and exposure to kitchen fumes between the two groups was compared (P < 0.05). The multifactorial analysis concluded that risk factors include, respiratory symptoms, older age, exposure to kitchen fumes, and smoking. In addition, patients who exercised more had a lower risk of developing lung nodules. Conclusion: The detection rate of pulmonary nodules was high in the health check-up population and the influencing factors analyzed involved the presence of respiratory symptoms, older age, kitchen fume exposure, and smoking, while the positive influencing factor was increased exercise.
基金Supported by Key Project for Social Sciences of Chongqing Municipal Education Commission(14SKI02 and 14SKS10)Project of National Social Science Foundation(12BSH071)
文摘China's aging pressure is increasingly serious. The elderly people are difficult to seek medical advice,the elderly dependency ratio is soaring,finance fails to bear such heavy load,and social endowment service pressure is also constantly increasing. Traditional endowment mode is already incapable of satisfying current endowment demands. On the basis of the population aging,this paper came up with the new endowment mode " hospital + nursing home" and analyzed its feasibility. Finally,it reached the conclusion that this endowment mode is helpful for solving problems of endowment and medical care,and alleviating the problem of population aging.
文摘Objective To explore the impact of population aging on the expenditures of medical insurance funds against the background that great changes in population structure influences economic development.Methods Through analyzing the impact of the population aging,the income and accumulated balance of the medical insurance fund,and other related factors on the expenditure of the medical insurance fund,development status of the medical insurance fund for urban employees in China since 2003 was obtained.Stata 16.0 was used to perform multiple linear regression analysis on related factors to determine the correlation between population aging and the change in medical insurance expenditures.Results and Conclusion The factors that have a greater impact on the expenditure of the medical insurance fund are the amount of income from the medical insurance,followed by the number of people over the age of 65 in China and the urban retired employees participating in medical insurance.We should focus on the sustainable development of the urban employee medical insurance fund to deal with the threat of aging.
文摘Objective:To develop a medication literacy scale for the pediatric population with nephrotic syndrome(NS)in order to evaluate its reliability and validity.Methods:According to the medication belief scale,specific medication beliefs,and self-set dimensions,the NS pediatric population health literacy scale was designed to evaluate the medication literacy of 120 children with NS.Items,homogeneity,reliability,and validity of the scale were analyzed.Results:There were statistically significant differences in the Levene F test between the top 27%and the last 27%of the 22 items(P<0.001).The differences in the t-test were statistically significant(P<0.001).Content validity I-CVI:after deletion of item 4,the I-CVI of other items were all higher than 0.91.S-CVI was higher than 0.80,and S-CVI/AVE was higher than 0.90.The internal consistency coefficient(Cronbach'sα)was 0.868.Structural validity:KMO(Kaiser-Meyer-Olkin)statistical value was 0.862,and Bartlett's spherical test value was 1578.172(P<0.001).The extracted 6 common factors explain 70.21%of the variance variation.The loads of 22 items on their main factors are all greater than 0.427 except items 2 and 5.Conclusion:The medication literacy scale for the NS pediatric population has proved its good practicability,but some items of cognition need to be further explored.
基金the Deputyship for Research&Innovation,Ministry of Education in Saudi Arabia for funding this research work through the Project Number(IFP2021-043).
文摘This article introduces a new medical internet of things(IoT)framework for intelligent fall detection system of senior people based on our proposed deep forest model.The cascade multi-layer structure of deep forest classifier allows to generate new features at each level with minimal hyperparameters compared to deep neural networks.Moreover,the optimal number of the deep forest layers is automatically estimated based on the early stopping criteria of validation accuracy value at each generated layer.The suggested forest classifier was successfully tested and evaluated using a public SmartFall dataset,which is acquired from three-axis accelerometer in a smartwatch.It includes 92781 training samples and 91025 testing samples with two labeled classes,namely non-fall and fall.Classification results of our deep forest classifier demonstrated a superior performance with the best accuracy score of 98.0%compared to three machine learning models,i.e.,K-nearest neighbors,decision trees and traditional random forest,and two deep learning models,which are dense neural networks and convolutional neural networks.By considering security and privacy aspects in the future work,our proposed medical IoT framework for fall detection of old people is valid for real-time healthcare application deployment.
文摘Background: Systematic chest X-ray is the most prescribed examination by occupational physicians during periodic medical check-ups in our context, unlike in most countries where this practice has been discontinued. Objective: The objective was to determine the diagnostic yield and cost-effectiveness of chest radiography during periodic medical check-ups of workers in Ngaoundere. Materials and Methods: A cross-sectional and descriptive study was carried out in Ngaoundere Regional Hospital from January to December 2018, concerning all persons coming to perform a systematic chest X-ray in the context of the periodic medical check-up having been consented to participate in the study. Posteroanterior (PA) chest radiographs were obtained from all workers during this periodic medical check-up. The variables studied were: age, sex, clinical manifestations, antecedents, job type, cost, and chest X-ray results. Statistical analysis was performed using the Sphinx Plus2-Lexica-V5 Edition software. Results: 753 workers were selected for this study, of whom 88.04% were men and 11.96% were women, a sex ratio H/F is of 7.4, the average age was 39 ± 7.89 years with extremes of 24 and 56 years, the most frequent job type was the administration (38.37%), the storekeepers (17.92) and the drivers (15.27%), most of them were asymptomatic (97.47%), some had cough (2.52%), chest pain (2.12%), dyspnea (0.26%) and fever (0.13%). History was dominated by lung infection (2.39%), pleurisy (1.06%) and tuberculosis (0.79%). 7.43% of workers occasionally smoked tobacco and consumed alcohol. 41 cases of pathologies (5.44%) were found on the chest X-ray, including 1 case (0.13%) of evolutionary pathology, 40 cases (5.31%) of sequelae pathologies. When the results of the chest X-ray are compared with the clinical signs and the pathological history of the workers, it is found that the only case with evolutionary abnormalities on the chest X-ray showed clinical signs and that the other cases with sequelae abnormalities had either clinical signs or antecedents related to these abnormalities. The cost of a chest X-ray at the time of our study was 5,000 FCFA ($8.59), for a total of 3,765,000 FCFA ($6473.74) for all the X-rays performed. Conclusion: In view of the low rate of abnormalities on the chest X-ray and the sequelae nature of the pathologies, it can be said that the routine X-ray of the chest during the periodic medical check-ups has a low diagnostic yield and a low cost-effectiveness ratio and is not profitable. It should be non-systematic and case-by-case based on the clinical context and background of workers.
基金supported in part by Operating Grant funding from the Canadian Institutes of Health Research(application#257739[FRN 114797])。
文摘Background:Although the global growth of privatized health care services in the form of medical tourism appears to generate economic benefits,there is debate about medical tourism’s impacts on health equity in countries that receive medical tourists.Studies of the processes of economic globalization in relation to social determinants of health suggest that medical tourism’s impacts on health equity can be both direct and indirect.Barbados,a small Caribbean nation which has universal public health care,private sector health care and a strong tourism industry,is interested in developing an enhanced medical tourism sector.In order to appreciate Barbadians’understanding of how a medical tourism industry might impact health equity.Methods:We conducted 50 individual and small-group interviews in Barbados with stakeholders including government officials,business and health professionals.The interviews were coded and analyzed deductively using the schedule’s questions,and inductively for novel findings,and discussed by the authors.Results:The findings suggest that in spite of Barbados’universal health care and strong population health indicators,there is expressed concern for medical tourism’s impact on health equity.Informants pointed to the direct ways in which the domestic population might access more health care through medical tourism and how privately-provided medical tourism in Barbados could provide health benefits indirectly to the Barbadian populations.At the same time,they cautioned that these benefits may not materialize.For example,the transfer of public resources-health workers,money,infrastructure and equipment-to the private sector to support medical tourism with little to no return to government revenues could result in health inequity through reductions in access to and availability of health care for residents.Conclusions:In clarifying the direct and indirect pathways by which medical tourism can impact health equity,these findings have implications for health system stakeholders and decision-makers in Barbados and other countries attempting both to build a medical tourism industry and to protect health equity.
基金Source of the project:the Social Science Planning Fund of Liaoning Province(L19BGL034).
文摘Objective To discuss issues related to telemedicine in the context of the“Internet plus”and the prevention of novel coronavirus in early 2020,so as to provide some reference for the rapid development of Internet plus telemedicine.Methods Literature analysis method was used to summarize the current status of telemedicine at home and abroad.Descriptive statistical analysis and comparative analysis were also conducted to analyze the data of population and health in the“China Health Statistical Yearbook”and“China Statistical Yearbook”from 2009 to 2018.Results and Conclusion The distribution of medical demand and medical resources is uneven in 31 provinces,municipalities and autonomous regions,such problems are more serious between urban and rural areas in different regions.The population’s demand for medical care and the allocation of medical resources have the characteristics of positive correlation,large urban-rural differences and regional imbalance.Confronted with the situation that the uneven distribution of medical resources provides potential development opportunities for telemedicine and the difficulties in the further development of telemedicine,the government should formulate policies to improve the publicity of telemedicine,setting up a full coverage of telemedicine service system.Besides,hospitals should ensure the information security monitoring.
文摘Objective:This article describes the implementation of a population-based strategy to man-age depression in a patient-centered medical home.Methods:Review of English language articles;description of specific protocols utilized in one medical home.Results:Depression is a global concern estimated to affect 350 million people worldwide.Rates for depression vary between the United States and the Peoples’Republic of China,possibly due to significant factors in under diagnosis of this often hidden burden.Given the comorbidity of depres-sion with other health factors and the need for ongoing monitoring and care of this chronic illness,primary care has become a significant part of treatment interventions.Utilizing electronic health records(EHR),our strategy included the creation of a patient registry;selection of evidence-based treatment guidelines and protocols for point of care procedures;patient outreach and screening.Conclusion:The population-based program we outline is highly dependent on the EHR and the flexibility of roles and responsibilities of clinical staff.Further investigation is warranted into improved patient outcomes.