• Title/Summary/Keyword: Health Data

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Panic Disorder Intelligent Health System based on IoT and Context-aware

  • Huan, Meng;Kang, Yun-Jeong;Lee, Sang-won;Choi, Dong-Oun
    • International journal of advanced smart convergence
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    • v.10 no.2
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    • pp.21-30
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    • 2021
  • With the rapid development of artificial intelligence and big data, a lot of medical data is effectively used, and the diagnosis and analysis of diseases has entered the era of intelligence. With the increasing public health awareness, ordinary citizens have also put forward new demands for panic disorder health services. Specifically, people hope to predict the risk of panic disorder as soon as possible and grasp their own condition without leaving home. Against this backdrop, the smart health industry comes into being. In the Internet age, a lot of panic disorder health data has been accumulated, such as diagnostic records, medical record information and electronic files. At the same time, various health monitoring devices emerge one after another, enabling the collection and storage of personal daily health information at any time. How to use the above data to provide people with convenient panic disorder self-assessment services and reduce the incidence of panic disorder in China has become an urgent problem to be solved. In order to solve this problem, this research applies the context awareness to the automatic diagnosis of human diseases. While helping patients find diseases early and get treatment timely, it can effectively assist doctors in making correct diagnosis of diseases and reduce the probability of misdiagnosis and missed diagnosis.

A Study on Health Status of Elderly Women in Urban Area (도시 여성노인의 주관적 건강상태)

  • Cho, Dong-Sook
    • Women's Health Nursing
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    • v.12 no.1
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    • pp.61-69
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    • 2006
  • Purpose: The study was done to identify the perceived health status of elderly women and men, and define the difference between the two groups. Method: The subjects of this study were 209 elderly people over 60 years living in urban areas. The data was collected through personal interviews using questionnaires from September to October 2002. Data was categorized by content analysis and then data was analyzed with the SPSS program by frequency and Chi-square tests. Result: Elderly women complained of types of pain(leg pain, arthritis, lumbago, headache) more than elderly men. Elderly men complained about decreased levels of activities such as walking and general weakness. Elderly men and women have discomforts in daily living such as walking and doing household chores. First, elderly men and women want good health and improvement of health status. Second, women want happiness for their offspring, but men want to improve the government and the laws. Conclusion: Elderly women want relief from pain, but elderly men want an increased level of activity. The findings of this study give useful information to conduct health education and care for elderly women.

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The Relationship between Internet Use and Health Behaviors among Adolescents (청소년의 인터넷 사용과 건강행태 관련성)

  • Kim, Eun Gyeong
    • Research in Community and Public Health Nursing
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    • v.26 no.1
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    • pp.52-60
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    • 2015
  • Purpose: The study was performed in order to identify the relationship between health behaviors and Internet use among adolescents. Methods: The study used raw data from the Korean Youth Risk Behavior Web-Based Survey that was performed in 2012. Data of a total of 74,186 students were analyzed using SPSS/WIN 18. The data were analyzed using descriptive statistics, t-test, and Pearson's correlation. Results: Internet use and health behaviors were significantly related to gender, depression, suicidal intent, parents' educational level, cohabitation with parents at home, school location, and grade. There was a significant association between Internet use and health behaviors in adolescents. Conclusion: Health promotion and education programs need to consider factors found relevant in this study.

Occupational Health Could be the New Normal Challenge in the Trade and Health Cycle: Keywords Analysis Between 1990 and 2020

  • Kiran, Sibel
    • Safety and Health at Work
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    • v.12 no.2
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    • pp.272-276
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    • 2021
  • This brief report aims to establish the keyword content of studies on occupational health and safety-the key framework of the world of work in the trade and health domain. Data were collected from the SCOPUS database, focusing on articles on occupational health and safety and related keywords, with an emphasis on abstracts and titles. Data were analyzed and summarized based on keywords included from the MeSH database. There were 24,499 manuscripts in the domain and 1,346 (5.40%) occupational health-related keywords, including those that overlapped. The most frequently referenced occupational health-related keyword was "occupational health" (452 articles), followed by "occupational safety" (141 articles). There were fewer keywords on occupational health in the trade and health literature. As the world of work has been prioritized because of the recent new normal of work life since the COVID-19 pandemic, examining the focus of occupational health priorities within the global perspective is crucial.

Correlation between dental caries experience, oral health promotion behaviors, and knowledge of oral health in children and adolescents (일부 소아·청소년의 영구치우식경험도 및 구강건강증진행위, 지식에 관한 연구)

  • Shin, Seon-Haeng
    • Journal of Korean society of Dental Hygiene
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    • v.13 no.4
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    • pp.615-622
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    • 2013
  • Objectives : The aim of the study is to estimate the dental caries experience and the factors influencing the dental caries in children and adolescents and to provide the data for effective management of oral health in children and adolescents. Methods : Subjects were 446 students randomly recruited in primary, middle, high school students located in Seoul from April 1 to May 31 2011. The data were collected by a questionnaire survey and direct oral examination. The collected data were analyzed with the SPSS WIN 14.0 program. Results : DMF in male accounted for 88.8% and that in female accounted for 89.1%. The oral promotion behaviors in female was significantly higher than those in male (p<0.001). Aged (p<0.05) and well-educated parents(p<0.001) tended to have better oral promotion behaviors. The higher oral health knowledge, the better oral health promotion behaviors. Better oral health promotion behaviors tended to have lower DMFT and DT index (p<0.01). In regression analysis, age, oral health promotion behavior in children and adolescents were related to the dental caries experience (p<0.001). Poor oral health promotion behaviors increased the dental caries experience. Conclusions : The active oral health care can prevent dental caries in children and adolescents. The concern for oral health care is important to maintain healthy dental hygiene.

The Depression Scales and The College Students' Health Care (대학생의 우울증에 관한 연구 -우울 측정 척도를 이용한-)

  • Lee, Kwang-Hye
    • Research in Community and Public Health Nursing
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    • v.8 no.1
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    • pp.144-154
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    • 1997
  • This study is planned to gather necessary data for setting up a system on students' health care in the university. In order to obtain statistical data on the students' health care problems especially in 'depression' among the mental health problems of the students, 'The Beck Depression Inventory' by A. T. Beck and 'Zung's Self-Rating Depression Scale' by W. W. K. Zung were used for gathering numerical data of scale of depression. It is evident that we have to prepare for further medical examination and health care educations for several students. For these students, it is clear that they have problems not only in mental health but also in physical health. I have screened out the high scored students for comparison and analysis. And it disclosed that we have to build up a periodical and continuous 'Health Screening System' utilizing Health Questionnaire for both physical and mental aspects, which will bring up us the very exact result to pick out any person who has healthy problem among the enormous number of the students with handy, convenient and effective procedures but with the least expense and effort. Also it is my firm confidence that this system will be applicable for primary health care control of mass population in local community or any organization.

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Factors Determining Children's Private Health Insurance Enrolment and Healthcare Utilization Patterns: Evidence From the 2008 to 2011 Health Panel Data

  • Shin, Jawoon;Lee, Tae-Jin;Cho, Sung-il;Choe, Seung Ah
    • Journal of Preventive Medicine and Public Health
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    • v.48 no.6
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    • pp.319-329
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    • 2015
  • Objectives: Parental socioeconomic status (SES) exerts a substantial influence on children's health. The purpose of this study was to examine factors determining children's private health insurance (PHI) enrolment and children's healthcare utilization according to PHI coverage. Methods: Korea Health Panel data from 2011 (n=3085) was used to explore the factors determining PHI enrolment in children younger than 15 years of age. A logit model contained health status and SES variables for both children and parents. A fixed effects model identified factors influencing healthcare utilization in children aged 10 years or younger, using 2008 to 2011 panel data (n=9084). Results: The factors determining children's PHI enrolment included children's age and sex and parents' educational status, employment status, and household income quintile. PHI exerted a significant effect on outpatient cost, inpatient cost, and number of admissions. Number of outpatient visits and total length of stay were not affected by PHI status. The interaction between PHI and age group increased outpatient cost significantly. Conclusions: Children's PHI enrolment was influenced by parents' SES, while healthcare utilization was affected by health and disability status. Therefore, the results of this study suggest disparities in healthcare utilization according to PHI enrollment.

Influence Factors on Health and Medical of Retirees Expense to Public Pension Recipients (공적연금유형에 따른 은퇴자들의 보건의료비지출 결정요인)

  • Choi, Ryoung;Hwang, Byung Deog
    • Health Policy and Management
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    • v.25 no.2
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    • pp.80-89
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    • 2015
  • Background: This study aims to identify the monthly average medical expenses of public pension recipients, and analyze the determinants of total health and medical expenses and Western and Oriental medicine expenses, medical service expenses, and medical supplies expenses. Methods: This study used the fifth year data of 2013 out of the raw data of the Korean Retirement and Income Study collected by the National Pension Research Institute. This study conducted t-test, analysis of variance, and linear regression to verify publicly the relevance between pension recipients' general characteristics and health and medical expenses status using IBM SPSS ver. 21.0 for data analysis. Results: It was analyzed that there is a difference in the spending of expenditure and health care costs according to public pension recipients. Medical expenses of the national pensioners was higher compared to the special corporate pensioners. The national pensioner is related expenditure size, education level, family members living together, residential areas, status of spouse, number of chronic illness, and status of limitation in daily life with psychological health status. Conclusion: Therefore, fairness does not occur fire to the medical use between the special corporate pensioners and national pensioners, aggressive of government such as health policy and financial support for the retiree pension policy that reflects the reality intervention would be required.

The Effect of Regular Workers and Non-regular Workers on the Subjective Health Status (정규직 및 비정규직 근로 형태가 주관적 건강상태에 미치는 영향)

  • Sohn, Shin-Young
    • Korean Journal of Occupational Health Nursing
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    • v.20 no.3
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    • pp.346-355
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    • 2011
  • Purpose: This study was aimed to examine the effect of employment status upon the subjective health status. Methods: The data of the study were from the 11th Korean Labor Panel Data, obtained by using a face to face interview method. These data were analyzed by ANOVA, t-test and multiple regression using the SPSS program. Results: There was a significant, statistical difference on the subjective health status according to employment status. The subjective health status of non-regular workers was lower than that of the regular workers. The significant predictors of the subjective health status of all subjects were economic status, age, gender, education, marital status, drinking, employment status, and egular work time. The significant predictors of the subjective health status of workers were age, economic status, gender, and education. The significant predictors of the subjective health status of non-regular workers were age, economic status, marital status, gender, education, and regular work time. Conclusion: These results indicate an association between the subjective health status and employment status. The subjective health status may be affected by instability of temporary employment. The additional research to clarify the role of employment instability is recommended. Research on social policy to resolve health inequalities is recommended.

Perception and Satisfaction with Health Education of Elementary Students (초등학생의 보건교과 수업에 대한 인식과 만족도)

  • Jung, Young-Hee;Choi, Yeon-Hee;Kim, Na-Young
    • Journal of Korean Public Health Nursing
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    • v.26 no.1
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    • pp.16-27
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    • 2012
  • Purpose: The aim of this study was to evaluate perception and satisfaction with Health Education for elementary school students in grade 5 and 6, using data on national health education gathered since March, 2009. Methods: Data were collected by way of a questionnaire, from 475 elementary school students in grades 5 and 6 from February 1~15, 2010. Statistical analysis of collected data was performed using frequency, t-test, Pearson's correlation coefficient, and hierarchical multiple regression analysis, using SPSS 18.0 software. Result: Levels of health promoting behavior, interest, importance, and satisfaction were relatively high, respectively, and those of students in grade 5 were higher than those of students in grade 6. Levels of Satisfaction with frequency and educational environment were relatively low. Among the factors found to influence satisfaction with health education, interest in health education was found to be the most influential(grade 5:${\beta}$=.279, p<.001, grade 6:${\beta}$=.306, p<.001). Conclusion: Students expressed a high level of satisfaction with regular health education. Expansion of health education frequency and health education-only-classrooms is needed. To improve the effect of health education, constant acquisition of knowledge of subjects' perception and satisfaction is needed. In addition, contents and teaching methods that showed low level of satisfaction should be reformed.