• Title/Summary/Keyword: health analysis

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Trend Analysis of School Health Research using Latent Semantic Analysis (잠재의미분석방법을 통한 학교보건 연구동향 분석)

  • Shin, Seon-Hi;Park, Youn-Ju
    • Journal of the Korean Society of School Health
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    • v.33 no.3
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    • pp.184-193
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    • 2020
  • Purpose: This study was designed to investigate the trends in school health research in Korea using probabilistic latent semantic analysis. The study longitudinally analyzed the abstracts of the papers published in 「The Journal of the Korean Society of School Health」 over the recent 17 years, which is between 2004 and August 2020. By classifying all the papers according to the topics identified through the analysis, it was possible to see how the distribution of the topics has changed over years. Based on the results, implications for school health research and educational uses of latent semantic analysis were suggested. Methods: This study investigated the research trends by longitudinally analyzing journal abstracts using latent dirichlet allocation (LDA), a type of LSA. The abstracts in 「The Journal of the Korean Society of School Health」 published from 2004 to August 2020 were used for the analysis. Results: A total of 34 latent topics were identified by LDA. Six topics, which were「Adolescent depression and suicide prevention」, 「Students' knowledge, attitudes, & behaviors」, 「Effective self-esteem program through depression interventions」, 「Factors of students' stress」, 「Intervention program to prevent adolescent risky behaviors」, and 「Sex education curriculum, and teacher」were most frequently covered by the journal. Each of them was dealt with in at least 20 papers. The topics related to 「Intervention program to prevent adolescent risky behaviors」, 「Effective self-esteem program through depression interventions」, and 「Preventive vaccination and factors of effective vaccination」 appeared repeatedly over the most recent 5 years. Conclusion: This study introduced an AI-powered analysis method that enables data-centered objective text analysis without human intervention. Based on the results, implications for school health research were presented, and various uses of latent semantic analysis (LSA) in educational research were suggested.

Analysis of Health Promotion determinants in Major OECD Countries: A pooled cross-sectional time series (건강결과와 건강결정요인간의 횡단면 시계열 연구 : 주요 OECD 국가를 대상으로)

  • Choi, Yoon-Jung;Bae, Sung-Il;Lee, Young-Ho;Kang, Min-Sun
    • Health Policy and Management
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    • v.19 no.4
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    • pp.33-52
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    • 2009
  • Health promotion policies have needed to assess in detailed and evidence-based work to set a policy goal and clear future directions of health promotion in Korea. To identify the major factors related with health promotion, we assessed the associations between public health outcome (potential years of life loss, PYLL) and national health determinants. For this purpose, we used a pooled cross sectional time-series regression analysis with corrected fixed effect models involving sixteen member countries of the Organisation for Economic Cooperation and Development during the period 1970 to 2001. The PYLL was positively associated with tobacco and alcohol consumption (model 1 and 2) and calories intake (model 2 and 3) while the PYLL was negatively associated with GDP, fruit and vegetable intake (model 2), number of doctors (model 3), coverage rates of health care security, and elderly population rates (model 4). In conclusion, health behaviors related with tobacco, alcohol, and nutrition were significant health determinants for health outcome. Overall analysis results of this study will provide a guidance toward improved macro- and micro-policy development for future health promotion policy in Korea.

Current Evidence on the Association between rs3757318 of C6orf97 and Breast Cancer Risk: a Meta-Analysis

  • Hong, Yuan;Chen, Xue-Qin;Li, Jiao-Yuan;Liu, Cheng;Shen, Na;Zhu, Bei-Bei;Gong, Jing;Chen, Wei
    • Asian Pacific Journal of Cancer Prevention
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    • v.15 no.19
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    • pp.8051-8055
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    • 2014
  • Background: A common genetic variant rs3757318, located in intron of C6orf97, was firstly identified to be associated with breast cancer (BC) risk by a genome-wide association (GWA) study. However, subsequent validation studies with different ethnicities have yielded conflicting results. Materials and Methods: We performed a meta-analysis to synthesize all available data for evaluating the precise effect of this variant on BC susceptibility. Results: A total of 8 articles containing 11 studies with 62,891 cases and 65,635 controls were included in this meta-analysis. When compared to the G allele, the rs3757318-A allele was significantly associated with BC risk with the pooled OR of 1.21 (95% CI=1.15 - 1.29, P<0.001) but with obvious between-study heterogeneity (P=0.040). Stratified analysis suggested that diversity of ethnicity along with control source may explain part of the heterogeneity. Similarly, significant associations were also identified in heterozygote, homozygote, dominant and recessive genetic models. Sensitivity and publication bias analyses indicated robust stability of our results. Conclusions: Our present meta-analysis demonstrated that the variant rs3757318 is associated with increased BC risk. Nevertheless, further studies are needed to clarify the underlying biological mechanisms.

Oxidative stability of omega-3 dietary supplements according to product characteristics

  • Kwon, Hyeon Jeong;Yun, Ho Cheol;Lee, Ji Yoon;Jeong, Eun Jung;Cho, Hyun Nho;Kim, Da Young;Park, Sung Ah;Lee, Seung Ju;Kang, Jung Mi
    • Analytical Science and Technology
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    • v.33 no.5
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    • pp.215-223
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    • 2020
  • The objectives of the present study were to assess the oxidative stability of South Korean n-3 (omega-3 fatty acid) supplements carried out from 2018 to 2019 and evaluate the influence of product characteristics on oxidative safety. A total of 76 n-3 supplements were analysed for oxidation safety by four markers, including acid value (AV), primary oxidation (peroxide value, PV), secondary oxidation (p-anisidine value, pAV) and total oxidation value (TOTOX). Among the supplements tested, 5.3 %, 55.3 %, 28.9 % and 46.1 % exceeded the international voluntary recommended levels for AV, PV, pAV and TOTOX, respectively. Purity (%) of products, remainder of expiration date (suggested shelf life), package in press through package (PTP) and products with additives had statistically significant differences oxidation assessment levels (p < 0.05). In addition, n-3 group found in Algae oil had significantly lower AV levels than the group that did not, and product with Alaska pollack oil, had significantly higher pAV levels than without group (p < 0.05). The high oxidation status of South Korean n-3 products in the present study could not be considered a public health problem right now. However, the levels of oxidation may affect a lot the efficacy and safety of using n-3 supplements. Thus, current oxidation safety limits should be reestablished by regulatory bodies to ensure the safety and efficacy of n-3 supplements, so that the standards could be applied to the products available to consumers.

Spatial Distribution of Diabetes Prevalence Rates and Its Relationship with the Regional Characteristics (당뇨병 유병률의 지역 간 변이와 지역 특성과의 관계 분석)

  • Jo, Eun-Kyung;Seo, Eun-Won;Lee, Kwang-Soo
    • Health Policy and Management
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    • v.26 no.1
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    • pp.30-38
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    • 2016
  • Background: This study purposed to analyze the relationship between spatial distribution of Diabetes prevalence rates and regional variables. Methods: The unit of analysis was administrative districts of city gun gu. Dependent variable was the age- and sex- adjusted diabetes prevalence rates and regional variables were selected to represent three aspects: demographic and socioeconomic factor, health and medical factor, and physical environment factor. Along with the traditional ordinary least square (OLS) regression analysis, geographically weighted regression (GWR) was applied for the spatial analysis. Results: Analysis results showed that age- and sex-adjusted diabetes prevalence rates were varied depending on regions. OLS regression showed that diabetes prevalence rates had significant relationships with percent of population over age 65 and financial independence rate. In GWR, the effects of regional variables were not consistent. These results provide information to health policy makers. Conclusion: Regional characteristics should be considered in allocating health resources and developing health related programs for the regional disease management.

Job Analysis of Health Guide Nurse for Role Identification: Focusing on Annual Health Guidance Membership Service (통합건강관리간호사 역할규명을 위한 직무분석: 연 회원제 건강관리 서비스 중심)

  • Sim, Won Hee;Lee, Joo Yun
    • Journal of Korean Academy of Nursing Administration
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    • v.22 no.2
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    • pp.129-136
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    • 2016
  • Purpose: The aim of this study was to identify nurses' role in the delivery of health guidance service within the annual health guidance membership service. Methods: Dynamic job analysis process was applied with vertical job analysis and horizontal job analysis through a focus group workshop and expert survey. Results: As a result of this study, job description was established with 4 duties, 11 tasks, 60 task elements. Major duties consisted of 'professional nurse practice', 'coordination and cooperation', 'education and consultation', and 'administrative work and improvement'. A job process map was also framed. Conclusion: The results can be used to establish nurses' role in providing health care service. Ongoing research on nurse's role as a health guider will be a fundamental base for health care service development and will contribute to expansion of common health management services.

Preliminary Analysis on Strategic Planning to Enter Chinese health Care Market: Focusing on SWOT-AHP Analysis (중국 의료시장 진출 전략 기획을 위한 기초 분석 연구: SWOT과 AHP 분석기법을 중심으로)

  • Lee, Ye-Seol;Kim, Tae-Hyun
    • The Korean Journal of Health Service Management
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    • v.12 no.4
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    • pp.127-138
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    • 2018
  • Objectives: The purpose of this study was to identify the intrinsic strengths and weaknesses, as well as opportunities for success and threats of Korean health care industry when planning strategies to enter Chinese health care market. Methods: To suggest directions for planning the strategies, a SWOT(Strengths, Weaknesses, Opportunities, Threats) analysis was used in combination with an AHP(Analytic Hierarchy Process) in this study. A total of twenty SWOT factors and the relative weight of SWOT groups were examined through a survey on the respondents who have work experiences in the area of entering Chinese market. Results: "Geographical proximity between Korea and China" was recognized as a key strength. "Absence of success case in medical service industry" was selected as a critical weakness. "Increase in demand for advanced medical services in China" was identified as an important opportunity. "Difficulty in establishing Korea-China partnership" was considered as a major threat. The respondents prioritized weaknesses, followed by threats, opportunities, and strengths when conducting strategic planning to enter Chinese health care market. Conclusions: Improving local hospital management plan as well as specializing in certain health care services may be necessary.

Classification of Healthy Family Indicators in Indonesia Based on a K-means Cluster Analysis

  • Herti Maryani;Anissa Rizkianti;Nailul Izza
    • Journal of Preventive Medicine and Public Health
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    • v.57 no.3
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    • pp.234-241
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    • 2024
  • Objectives: Health development is a key element of national development. The goal of improving health development at the societal level will be readily achieved if it is directed from the smallest social unit, namely the family. This was the goal of the Healthy Indonesia Program with a Family Approach. The objective of the study was to analyze variables of family health indicators across all provinces in Indonesia to identify provincial disparities based on the status of healthy families. Methods: This study examined secondary data for 2021 from the Indonesia Health Profile, provided by the Ministry of Health of the Republic of Indonesia, and from the 2021 welfare statistics by Statistics Indonesia (BPS). From these sources, we identified 10 variables for analysis using the k-means method, a non-hierarchical method of cluster analysis. Results: The results of the cluster analysis of healthy family indicators yielded 5 clusters. In general, cluster 1 (Papua and West Papua Provinces) had the lowest average achievements for healthy family indicators, while cluster 5 (Jakarta Province) had the highest indicator scores. Conclusions: In Indonesia, disparities in healthy family indicators persist. Nutrition, maternal health, and child health are among the indicators that require government attention.

The influences of dental health behaviors on the subjective dental health status and knowledge in some middle school students (일부 중학생의 주관적 구강건강상태와 구강건강지식이 구강건강행동에 미치는 영향)

  • Yeo, An-Na;Lee, Su-Young
    • Journal of Korean society of Dental Hygiene
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    • v.18 no.4
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    • pp.585-595
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    • 2018
  • Objectives: The purposes of this study were to comprehend the subjective dental health status and the level of dental health knowledge in some middle school students and to analyze the correlation with dental health behaviors. Methods: A survey was conducted in some middle school students and the final 637 survey data were analysed. As the statistical analysis methods, the subjective dental health status, dental health knowledge and dental health behaviors according to the general characteristics were analyzed by independent t-test, one way ANOVA and Scheffe. The correlations among the subjective dental health status, dental health knowledge and dental health behavior were found by Pearson's correlation and multiple regression analysis. Results: Through correlation analysis of the subjective dental health status, dental health knowledge and dental health behavior, all showed a significant correlation. As a result of the factor analysis affecting dental behaviors, subjective dental health status was the highest (${\beta}=0.304$, p<0.001). Conclusions: The results of this study suggest that the improvement of subjective dental health status and dental health knowledge related to dental behaviors health in the middle school students should be considered. In addition, dental health education should focus on improving subjective dental health status through motivation rather than knowledge transfer training. Moreover, development programs appropriate for the middle school students whose behavioral changes are hard to obtain are needed.

A Study on Importance Analysis for the Department of Industrial Safety and Health through Task Analysis (직무분석을 통한 산업안전보건관련학과의 교과목 중요성 분석에 관한 연구)

  • 최상복
    • Korean Journal of Health Education and Promotion
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    • v.17 no.2
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    • pp.87-98
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    • 2000
  • In this paper, an effective curriculum for the department related to industrial safety and health is developed through task analysis by the following approaches. The first approach is DACUM. The method is reflected the demand of industrial fields on subjects in curriculum. In this paper, DACUM workshop involves a trained DACUM facilitator and a committee of 6 expert workers from industrial safety and health area. 21 subjects which are necessary in the industrial fields have been selected by the DACUM analysis. The other is to understand the relative importance among each subject by AHP method. The relative importance of the subject is shown in the order of safety management, mechanical safety, construction safety, human factors engineering and system safety, chemical safety, electric safety by AHP analysis. The competition of department can be improved, if the result of this research is adapted to the department curriculum related to industrial safety and health.

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