• Title/Summary/Keyword: physical examination

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Prediction of Physical Examination Demand Using Text Mining (텍스트 마이닝을 이용한 건강검진 수요 예측)

  • Park, Kyungbo;Kim, Mi Ryang
    • Journal of Information Technology Services
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    • v.21 no.5
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    • pp.95-106
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    • 2022
  • Recently, physical examinations have become an important strategy to reduce costs for individuals and society. Pre-physical counseling is important for an effective physical examination. However, incomplete counseling is being conducted because the demand for physical examinations is not predicted. Therefore, in this study, the demand for physical examination was predicted using text mining and stepwise regression. As a result of the analysis, the most recent text data showed a high explanatory power of the demand for physical examination. Also, large amounts of data have high explanatory power. In addition, it was found that the high frequency of the text "health food" reduces the number of health examination customers. And the higher the frequency of the text of the word "food", the lower the number of physical examination customers. However, when the word "wild ginseng" was exposed a lot on Twitter, the number of physical examination customers visiting hospitals increased. In other words, customers consume efficiently by comparing the health examination price with the price of consumer goods. The proposed research framework can help predict demand in other industries.

A Preliminary Survey for the Development of Web-based Multimedia Contents on Physical Examination and Health Assessment (웹기반의 건강사정 멀티미디어 컨텐츠 개발을 위한 실태조사연구)

  • Oh, Pok-Ja;Kim, Il-Ok;Shin, Sung-Rae
    • The Journal of Korean Academic Society of Nursing Education
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    • v.10 no.1
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    • pp.94-104
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    • 2004
  • Purpose: This descriptive survey was undertaken to find out the offering types of Physical Examination and Health Assessment course, student's ability to utilize web-based multimedia, and the basic knowledge on physical examination and health assessment in students attending baccalaureate(BSN) and associate degree(AD) programs in nursing, RN-BSN completion programs, and medical school. Method: 77 nursing programs in Korea were surveyed for the information on Physical Examination and Health Assessment courses, and the basic knowledge were tested on 169 nursing and medical students. Results: Majority of BSN(90.69%) and AD(85.29%) programs were offering Physical Examination and Health Assessment courses in students's sophomore years. Majority(95.58%) of programs were using face to face teaching method where as only 4.41% were using web-based multimedia programs. Basic knowledge on Physical Examination and Health Assessment were highest among students in medial school(14.04%) and RN-BSN(13.15%) compared to BSN(8.96%) or AD(8.06%) program. Conclusion: Web-based multimedia contents on Physical Examination and Health Assessment should be developed and should be integrated into the nursing curriculum.

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A Study on the Improvement of Physical Examination for Students (학생체질검사제도에 대한 인식과 개선방안 연구)

  • Kim, Kui-Suk;Moon, Jeong-Suk;Kim, Yoon-Shin;Lee, Soo-Jin;Kim, Sang-Wook
    • Journal of the Korean Society of School Health
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    • v.16 no.1
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    • pp.37-54
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    • 2003
  • Recent domestic findings indicate steep increase of geriatric diseases such as obesity, diabetes, and high blood pressure among children and adolescents. It is, therefore, necessary to establish a new system for constitution inspection that reflects domestic adolescents' health conditions by the introduction of feasible items and systematic methods in the inspect ion. The objective of this study is to grasp the problems and to present proper ways of improving the system. As the method of the research during the period from September 2001 to March 2002 we refer to the domestic and foreign literature, and ask the advice of the specialists in pediatrics, family medicine, endocrine, cardiology. As on-site research we us e survey of nationwide elementary, middle, and high schools, visit representative local schools and have an interview with school nurses. Through the interview we try to find practical problems of school heath care and find proper method of students physic al examination. The abstract of the problems of student examination system is as following. To the question about the extent of the result of physical examination 46. 46.4%(school doctor) and 42.6%(parents and students) of the respondents answered "don't know". It means neglectfulness about examination itself. 62% of the school nurses responded "unsatisfactory" people who take charge of practical affairs have complaint about pre sent examination method. Because of the short time of the examination, and numerous students, the examination was incomplete. Several questions, method of physical examination, content of physical examination and list of physical examination, were raised. Reform measures for physical examination system of students were presented by physician, school nurses, students and parents of student.

Understanding of Neurological Examination for Clinical Therapist (임상치료사를 위한 신경학적 검사의 이해)

  • Kim, Byung-Jo
    • Journal of the Korean Society of Physical Medicine
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    • v.2 no.2
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    • pp.229-236
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    • 2007
  • Clinical therapist use neurological examination to acquire the necessary information from the patients who is neurological damaged. It is necessary to have enough neurological knowledge and clinical experience to collect useful data. Neurological disease of symptom is well correspond with anatomical location and function, therefore neurological examination is one of the powerful tool to diagnosis. These tools will be a great help to clinical therapist to evaluate the patients and helps to select most pertinent treatment approach to patients. Neurological examination can classified and evaluate with Mental Status Examination, Cranial Nerves Examination, Motor and Sensory System Examination, Reflexes, Gait and Station Evaluation, Special Maneuver. Generally, various neurological examination tools are used by therapist in clinical field. Understanding of method of Neurological examination tools and understanding of result of examination from patients's response is very important. Therefore, this research will help to understand clinical meaning by neurological examination.

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A Comparative Study of Predictive Factors for Passing the National Physical Therapy Examination using Logistic Regression Analysis and Decision Tree Analysis

  • Kim, So Hyun;Cho, Sung Hyoun
    • Physical Therapy Rehabilitation Science
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    • v.11 no.3
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    • pp.285-295
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    • 2022
  • Objective: The purpose of this study is to use logistic regression and decision tree analysis to identify the factors that affect the success or failurein the national physical therapy examination; and to build and compare predictive models. Design: Secondary data analysis study Methods: We analyzed 76,727 subjects from the physical therapy national examination data provided by the Korea Health Personnel Licensing Examination Institute. The target variable was pass or fail, and the input variables were gender, age, graduation status, and examination area. Frequency analysis, chi-square test, binary logistic regression, and decision tree analysis were performed on the data. Results: In the logistic regression analysis, subjects in their 20s (Odds ratio, OR=1, reference), expected to graduate (OR=13.616, p<0.001) and from the examination area of Jeju-do (OR=3.135, p<0.001), had a high probability of passing. In the decision tree, the predictive factors for passing result had the greatest influence in the order of graduation status (x2=12366.843, p<0.001) and examination area (x2=312.446, p<0.001). Logistic regression analysis showed a specificity of 39.6% and sensitivity of 95.5%; while decision tree analysis showed a specificity of 45.8% and sensitivity of 94.7%. In classification accuracy, logistic regression and decision tree analysis showed 87.6% and 88.0% prediction, respectively. Conclusions: Both logistic regression and decision tree analysis were adequate to explain the predictive model. Additionally, whether actual test takers passed the national physical therapy examination could be determined, by applying the constructed prediction model and prediction rate.

Review for the Curriculum and License Exam of Physical Therapists in the United States

  • Choi, Chi-Whan;Jeong, Yeon-Gyu
    • The Journal of Korean Physical Therapy
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    • v.31 no.4
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    • pp.184-192
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    • 2019
  • Purpose: This study was conducted to review the curriculum and license examination of physical therapists in the United States. Methods: The doctor of physical therapy (DPT) curriculum was evaluated by a review Course Work Tool version 6 (CWT6) data and current physical therapy licensure examination (National Physical Therapy Exam, NPTE) category in the United States. Results: The results indicated that they were required to meet the doctor of physical therapist degree based on 'Guide to Physical Therapist Practice' of American Physical Therapy Association (APTA). This includes general education in the areas of communications and humanities, physical science, biological science, social and behavioral science, and mathematics. A minimum of one course must be completed successfully in each area of general education. Moreover, there should be at least 68 didactic credits of professional education and 22 clinical education credits, which is a minimum of two full-time clinical internships with no less than 1050 hours in total, which were supervised by a physical therapist. Regarding the physical therapy licensure examination, National Physical Therapy Exam (NPTE, 2016) consisted of a physical therapy examination (26.5%), evaluation, differential diagnosis, baseline of prognosis (32.5%), intervention (28.5%), protection, responsibility, and research (6.5%) based on the 'Guide to Physical Therapist Practice'. Conclusion: Based on the study results provided above, it is considered a standard to meet domestic reality as the Guide to Physical Therapist Practice of APTA for South Korean physical therapists.

A Study on the Physical Examination for Railroad Workers (철도 안전업무종사자의 신체검사에 대한 연구)

  • Kook, Kwang-Ho;Shin, Tack-Hyun;Kim, Jun-Gyu
    • Proceedings of the KSR Conference
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    • 2007.05a
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    • pp.600-604
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    • 2007
  • Techniques related to railroad industry have progressed rapidly and the automation of work is prevailing. Since the railroad accidents due to the human error occupy considerable proportion among the railroad accidents, it is necessary to study the propriety of the physical examination system for the railroad workers. In this paper, we perform a comparative analysis of domestic and foreign physical examination systems for railroad workers. Through the comparative analysis, we suggest that test of the sleep-disorder be included in the physical examination.

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A Comparative Study on Domestic and Foreign Physical Examination Systems for Railroad Workers (철도 안전업무종사자에 대한 국내외 신체검사 제도의 비교 연구)

  • Kook, Kwang-Ho;Shin, Tack-Hyun;Han, Kyong-Rok;Han, Sang-Wook
    • Proceedings of the KSR Conference
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    • 2007.11a
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    • pp.650-657
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    • 2007
  • Since the railroad accidents due to the human error occupy considerable proportion among the railroad accidents, it is necessary to study the propriety of the physical examination system for the railroad workers. Our government is promoting some systematic supplementation for railroad safety on the basis of the Railroad Safety Act. In this paper, we perform a comparative analysis of domestic and foreign physical examination systems for railroad workers. We also compare the physical examination system for public officials with that for railroad workers. Then we consult expert opinions of the Korean Society of Occupational and Environmental Medicine. Through the comparative analysis, we provide useful information that is needed to amend the physical examination system.

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Factors Affecting Early Detection Behaviors of Breast Cancer (외래내원여성의 유방암 조기검진행위에 영향을 미치는 요인)

  • Kim, Young-Im;Yang, Soo-Hyung;Jung, Hye-Sun;Lee, Chang-Hyun
    • Research in Community and Public Health Nursing
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    • v.15 no.1
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    • pp.155-164
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    • 2004
  • Purpose: The purpose of this study was to identify factors affecting early detection behaviors of breast cancer such as breast self examination(BSE), breast physical examination, mammography. Method: The subjects were 141 women on an island and materials were collected through an organized questionnaire from March, to August 2002. The data were analyzed by using descriptive statistics, $x^2$ and logistic analysis by SAS program. Results: 52.7% of the subjects performed breast self examination, 67.2% did breast physical examination and 67.7% did mammography. That is, about 60% of the subjects performed early detection behavior to find the breast cancer. Practice of breast self examination was significantly correlated with experience of physician examination and mammography. The most significant factor on BSE was a normal salted diet, and the most significant factor on physical examination and mammography was the high education level of subjects. Conclusions: According to the results of this study, it suggests that intensive education and information strategies for breast cancer early detection need to be developed. In particular, early detection programs for lower educated women should be activated.

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Physical Examination of Shoulder Instability (견관절 불안정성에 대한 이학적 검사)

  • Kim, Jae-Hwa
    • Clinics in Shoulder and Elbow
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    • v.11 no.1
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    • pp.1-5
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    • 2008
  • Shoulder instability is generally diagnosed from a detailed history, physical examination and various radiological studies. Although, a physical examination is essential for making a diagnosis, it is quite difficult. For a precise physical examination, a thorough anatomical knowledge and a great deal of experience is needed. In addition, normal translation and pathologic laxity should be differentiated. An anatomical and biomechanical understanding of a stable and unstable shoulder joint and a precise physical examination are needed to determine the direction and extent of the instability as well as to diagnose the associated lesions and improve the surgical results.