• 제목/요약/키워드: Related Studies

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SVM을 이용한 건강검진정보 기반 진료과목 예측 (Health Examination Data Based Medical Treatment Prediction by Using SVM)

  • ;변정용
    • 정보처리학회논문지:소프트웨어 및 데이터공학
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    • 제6권6호
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    • pp.303-308
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    • 2017
  • 생활 수준의 향상 및 소비자들의 건강에 대한 관심의 증가로 인해 자신의 건강에 대해서 스스로 결정하고자 하는 요구가 점차 증가하고 있다. 이로 인해 개인 맞춤형 의료에 대한 요구가 높아지고 있으며 각종 의료 정보를 기반으로 하는 질병 진단에 대한 연구가 많이 진행되고 있다. 하지만 기존의 연구들은 특정 질환과 관련된 데이터를 이용한 특정 질환 예측을 위한 것으로 진료과목을 예측한 연구는 없었다. 본 논문에서는 국민건강정보데이터를 이용하여 진료과목 예측에 관한 연구를 진행하였다. 실험 결과에서 보여주다시피 일반 건강검진 데이터를 이용하여 진료과목을 예측한 결과 평균 80% 이상의 정확도를 보여 주고 있으며 SVM은 다른 예측 알고리즘들보다 뛰어난 성능을 보여 주었다.

Text Network Analysis를 이용한 간호관리학 실습경험 분석 (Analysis of Students Experience related of Nursing Management Clinical Practice: Text Network Analysis Method)

  • 강경화;유소영
    • 간호행정학회지
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    • 제22권1호
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    • pp.80-90
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    • 2016
  • Purpose: The purpose of this study was to analyze students experiences during clinical practice in nursing management. Methods: Assessing through computerized databases, self-reflection reports of 57 students were analyzed. Text network analysis was applied to examine the research. The keywords from each student's reports were extracted by using the programs, KrKwic and NetMiner. Results: The results of the keyword network analysis of what students learned in the nursing process included 27 words. The keyword network analysis of what students learned from the problem solving process included 23 words and the keyword network analysis of improvements in Clinical Practice of Nursing included 31 words. Conclusion: Studies related to clinical practice have been increasing, and themes of the studies have also become broader. Further research is required to investigate factors affecting clinical practice specifically in nursing management. Further comparative studies are necessary to define differences in clinical practice systems related to improving nursing students competency.

아시아 국가 성인 여성의 HPV 지식, HPV 백신접종 태도에 관한 연구: 문헌고찰 (Knowledge about HPV, and the Attitudes Toward HPV Vaccination among Adult Women in Asian Countries: A Literature Review)

  • 오현진
    • 종양간호연구
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    • 제11권3호
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    • pp.171-178
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    • 2011
  • Purpose: This literature review was conducted to provide a summary of the findings from research on knowledge and attitudes about human papilloma virus (HPV) and HPV vaccination, and studies of its actual uptake among women in Asian countries. Methods: The author searched the Pubmed, CINAHL, and KISS electronic databases to identify peer-reviewed articles published between 2006 and 2011. Results: Seventeen peer-reviewed studies met the inclusion criteria (13 quantitative, 4 qualitative). Findings from seven Asian countries that measured female adult's knowledge of HPV related issues and attitudes toward HPV vaccination were reviewed. Low level of knowledge about HPV and its related conditions, willingness to be vaccinated, and low uptake of vaccines were identified across the studies. Cultural barriers and social stigmatization about HPV vaccination were also discussed. Conclusion: Findings from this review indicate that adult women in Asian countries are in urgent need of improving HPV related knowledge and its actual vaccination. Policy makers, health care providers, and public health educators should take into account the cultural barriers and attitudes toward HPV vaccination in the process of developing and implementing educational programs and interventions for adult women in Asian countries.

노인의 삶의 질과 치아 수에 관한 체계적 문헌고찰 (Number of teeth and quality of life among the elderly: A systematic review)

  • 이나영;최희나;김한나
    • 한국치위생학회지
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    • 제20권5호
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    • pp.545-559
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    • 2020
  • Objectives: The purpose of this study was to systematically analyze and examine the relationship between the number of lost teeth and quality of life (QoL) among elderly. Methods: Papers published in Korean and English between 2000 and 2020 were searched. Relevant papers were selected by two independent readers according to predefined exclusion criteria. Quality assessment and consistency tests were conducted using ROBIS. Results: Twelve of the 854 studies were targeted, and the analysis confirmed that tooth loss was related to a decrease in the QoL in 11 studies. Tooth loss negatively affected the QoL among the elderly. However, one study indicated that the QoL and number of teeth were not related. Rather, dry mouth affected the QoL, and cavities caused by oral dryness led to tooth loss. Most of the selected studies indicated that the QoL of elderly individuals with a single tooth was higher than that of those with no teeth. Conclusions: This study provides strong evidence that tooth loss in the elderly is associated with impairment of QoL.

작업관련성 근골격계 질환 예방을 위한 인간공학적 접근 (Ergonomic Approach for Prevention of Work-related Musculoskeletal Disorders)

  • 정민근;이인석
    • 산업안전기술지
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    • 제3권1호
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    • pp.11-17
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    • 2003
  • In recent years, work-related musculoskeletal disorders (WMSDs) are one of major issues in occupational safety and health in Korea, since the number of injured workers has rapidly increased and the related regulation was amended to improve the work conditions. Main risk factors of WMSDs in Korean industries include manual handling of heavy weight loads, awkward postures, repetitive tasks, prolonged static muscle contraction, and so on. in this article, some ergonomics case studies for identifying the risk factors of WMSDs and far their prevention were introduced. They include a biomechanical analysis for the heavy-weight handling task in a machine-repair shop, physiological evaluation of backpack-carrying tasks in a beverage delivery job, and a set of psychophysical studies to evaluate static-postural load. These studies showed that there are several different ergonomic approaches to identifying and evaluating risk factors of WMSDs and to eliminating them or reducing their levels, and that it is important to select proper methods and apply them in improving the work conditions according to the characteristics of the task. In addition, it needs to develop practical and effective ergonomic tools to prevent WMSDs and to provide these tools to the safety managers in the field so that they can improve the tasks by themselves.

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네트워크 분석을 통한 최근 5년간 중국내 미병 연구동향 고찰 (Review of Subhealth and Mee-byung Research Trend as a Method of Network Analysis from 2007 to 2011 in China)

  • 이재철;진희정
    • 동의생리병리학회지
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    • 제26권5호
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    • pp.615-620
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    • 2012
  • This research aims to analyze the trend of subhealth and meebyung(未病) research as a method of network analysis from 2007 to 2011 in China. A total of 3,933 papers were involved in analysis from 5,465 searched papers, which title have '未病', '亞健康' in CNKI (China National Knowledge Infrastructure). It is carried out that counts annual paper number, authors' publicized papers, and journals paper number related to subhealth. Network analysis was performed to reveal collaboration research trend and relations between Authors, Affiliations, and Regions. As a result, Number of related studies have increased for the last 5 years. East and south regions of China, which include Beijing, Guangxi, and Zhejiang have participated most in their studies, and also as collaborated researches. As affiliations, Researches done by College of Traditional Chinese medicine and their hospital's collaborations are most counted. Because of distance limit, many colleges or institutes seem to make contacts with nearby affiliations. This study is the first attempt to perform network analysis on subhealth research trend in CNKI. This study would contribute to related studies in case of network analysis method.

고혈압 환자의 삶의 질 영향요인 및 측정도구에 대한 체계적 문헌고찰 (Factors Influencing Quality of Life and Its Measurements in Patients with Hypertension: A Systematic Review)

  • 장선주;장선주;이승희;이현옥
    • 근관절건강학회지
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    • 제24권1호
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    • pp.24-36
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    • 2017
  • Purpose: The purpose of the study was to comprehensively explore the factors influencing quality of life and its measurements in patients with hypertension. Methods: Based on the PRISMA statement and NECA systematic literature review guideline, a systematic literature review was conducted in this study. To search studies related to quality of life in patients with hypertension, multiple electronic databases were used using a combination of key words 'hypertension' and 'quality of life'. Throughout this process, a total of 983 studies were identified. Then, the second selection processes and quality assessment were conducted by four investigators independently. Finally, a total of 19 studies were included for the analysis. Results: Results showed that quality of life was focused on the health-related quality of life, and the SF-36 was one of the most frequently used measurements. The factors influencing quality of life were categorized into sociodemographic, health-related, health behavioral, and psychosocial variables. Conclusion: Researchers need to consider these multiple factors to promote quality of life in patients with hypertension.

Analyzing Safety Factors of Swimming Pool

  • KWON, Yeon Taek;SEO, Myung Seok;SEO, Won Jae
    • Journal of Sport and Applied Science
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    • 제5권1호
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    • pp.11-15
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    • 2021
  • Purpose: Swimming industry is improving faster than the other types of sport industries and populations of participating swimming are promptly increasing. Lack of recognition of fire safety in swimming facilities is issues related-studies has only recently begun to pay attention. This study is to review and extract fire safety factors for managing swimming pool. Research design, data, and methodology: The study reviewed related-ordinances, governmental documents, and studies discussing safety management of sport facility. Given the literature review, the study produced an initial construct presenting items and factors including fire safety elements and experts' review were conducted to ensure conceptual validity. Finally, the study generated the final factors and subitems representing fire safety elements for swimming pool management. Results: The study confirms factors and elements as follows: the study identifies fire safety equipments as first factors presenting fire extinguisher' place, its proper run, check list and so forth, Second factor is warning system including fire warning equipment, its proper operation, sprinkler and its proper operation, switch and lamp of emergency panel and their proper run and so on. Third factor is evacuation system including a fire exit, exit sign, broadcasting equipment, and their proper operation, and so on. The other factors are an electronic equipment and its subelements, gas management including safety management of LPG, gas valve, pipe, and fire prevention facility including a fire door and its proper operating. Conclusions: Regarding safety management of swimming pool, further discussions and implications were made, and future directions for related-studies were discussed.

Stimulant Induced Movement Disorders in Attention Deficit Hyperactivity Disorder

  • Nam, Seok-Hyun;Lim, Myung Ho;Park, Tae Won
    • Journal of the Korean Academy of Child and Adolescent Psychiatry
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    • 제33권2호
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    • pp.27-34
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    • 2022
  • Stimulants, such as amphetamine and methylphenidate, are one of the most effective treatment modalities for attention deficit hyperactivity disorder (ADHD) and may cause various movement disorders. This review discusses various movement disorders related to stimulant use in the treatment of ADHD. We reviewed the current knowledge on various movement disorders that may be related to the therapeutic use of stimulants in patients with ADHD. Recent findings suggest that the use of stimulants and the onset/aggravation of tics are more likely to be coincidental. In rare cases, stimulants may cause stereotypies, chorea, and dyskinesia, in addition to tics. Some epidemiological studies have suggested that stimulants used for the treatment of ADHD may cause Parkinson's disease (PD) after adulthood. However, there is still a lack of evidence that the use of stimulants in patients with ADHD may cause PD, and related studies are only in the early stages. As stimulants are one of the most commonly used medications in children and adolescents, close observations and studies are necessary to assess the effects of stimulants on various movement disorders, including tic disorders and Parkinson's disease.

아동상담자의 윤리적 실천행동 관련변인으로서 교육훈련배경 (The Education/training Background as a Variable Related Ethical Behaviors of Child Counselors)

  • 유재령;김광웅
    • 아동학회지
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    • 제29권1호
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    • pp.133-153
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    • 2008
  • This study examined education and training as variables related to ethical behaviors of child counselors. The four sub-variables of this study included main educational/training background (academic career, major in last degree, and treatment modality), source of education in ethics, experience of educational psychoanalysis, and experience of supervision. The 136 child counselors participating in this study were administered the Inventory for Ethical Behaviors of Child Counselors (Yoo & Kim, 2(06). Data were analyzed by frequency, percentage, average, standard deviation, Cronbach's a, t-test, one way ANOVA, and multiple regression analysis. Results showed that main educational/training background (academic career, major in last degree, and treatment modality), experience of educational psychoanalysis, and experience of supervision were significant variables related to ethical behaviors of child counselors.

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