• Title/Summary/Keyword: 회귀 진단

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Testing Measurement Invariance of the School Vitality Scale Across The Level of School (학교활력 진단도구의 학교급 간 측정동일성 검정)

  • Lee, Jae-Duck
    • The Journal of the Korea Contents Association
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    • v.20 no.3
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    • pp.41-48
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    • 2020
  • The purpose of this study is testing measurement invariance of the school vitality scale across the level of school. For this study, 3,156 elementary school teachers and 4,411 secondary school teachers were surveyed. As a result, school vitality scale was found to have the same factor structure in the structure regression model. Second, the factor load of the measurement model was found to be the same. Third, the structural path coefficients were the same. Fourth, structural covariance was found to be the same. Fifth, the structural residuals were the same. Based on these findings, it can be concluded that we can use school vitality scale both elementary school and secondary school. This study will contribute to diagnosing school vitality levels and finding ways to improve school management.

The Accuracy of Echocardiography and ECG in the Left Ventricular Hypertrophy (좌심실비대 진단에서 심장초음파와 심전도검사의 정확성)

  • Yang, SungHee;Lee, Jin-Soo;Kim, Changsoo
    • The Journal of the Korea Contents Association
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    • v.16 no.2
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    • pp.666-672
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    • 2016
  • We extracted 50 LVH patients out of 30'~80's who performing ECG and echocardiography examination. We used Devereux's theory to examinate LVH with echocardiography and used Sokolow-Lyon's theory to examinate LVH with ECG. We used regression and correlation analysis by SPSS, used ROC curve analysis to decide predominance of two ways of .Age, BMI, SBP and DBP whice are the danger factors of LVH and standard value of LVH diagnosis examination seems correlated. Out of 50 LVH patients, 50 patients were diagnosed LVH by echcardiography examination and only 21 patients were diagnosed LVH by ECG examination. Also echocardiography was AUC 99%, sensitivity 96%, singularity 95%, accuracy 95.5%. And ECG was AUC 76%, sensitivity 62%, singularity 76%, accuracy 68%.By comparing accuracy between echocardiography and ECG in diagnosing LVH, we could tell echocardiography was examination with higher accuracy. Therefore, if one was diagnosed with summit on 1st examination with ECG, considering age, body mass index, systolic blood pressure and dilator blood pressure, should offer echocardiography examination.

A Convergence Study of Obesity, Smoking, Drinking influencing Allergy Disease in Adolescents: Based of the 6th Korea National Health and Nutrition Survey data (한국 청소년의 알레르기질환에 영향을 미치는 비만, 흡연, 음주에 관한 융합적 연구: 제6기 국민건강영양조사 자료를 바탕으로)

  • Yim, So-Youn
    • Journal of the Korea Convergence Society
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    • v.10 no.6
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    • pp.347-353
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    • 2019
  • This study was a descriptive research to investigate the difference of obesity, smoking, drinking affected allergy disease in Korean adolescents using the raw data of $6^{th}$ Korea National Health and Nutrition Survey(2015). Study data on 535 Korean adolescents classified 12 to 18 years and Rao-Scott Chi-square test and logistic regression were used for analysis. The results of the study showed that the prevalence of asthma, atopic dermatitis, allergic rhinitis were 5.4%, 15.5%, 22.8% and not shown differences according obesity, smoking, drinking. But, the risk factor of asthma was related obesity, atopic dermatitis was related smoking. Based of this study's findings, It is necessary to develop the Heath Promotion Intervention Program according of obesity, drinking, smoking for the quality of life in adolescents diagnosed Allergy disease.

The Effect of Transition to Living with Chronic Diseases on Depressive Symptoms (만성질환 진단이 노인의 우울수준에 미치는 영향: 주요 5대 만성질환의 초기 진단기를 중심으로)

  • Park, Min Kyoung;Cho, Kyuyoung
    • Journal of the Korea Academia-Industrial cooperation Society
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    • v.22 no.2
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    • pp.354-361
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    • 2021
  • This study explored whether the transition to living with a chronic disease changes the level of depression symptoms among middle-aged and older adults in South Korea. We hypothesize that the transition to living with chronic disease leads to a higher level of depressive symptoms. A nationally representative sample (N = 6,284) of adults 45 years and older from the Korean Longitudinal Study of Ageing (KLoSA) was analyzed. Multi-regression modeling was used to examine the association between the diagnosis of chronic disease and the level of depressive symptoms in patients. The findings highlight the need for policy makers, clinicians, as well as patients and their caregivers to become more aware of mental health risks in patients diagnosed with chronic diseases, particularly first-time patients. This study contributes to encouraging greater psychosocial support, including monitoring the level of depressive symptoms of patients who develop chronic conditions and providing appropriate treatments for those at the highest risk.

Psychosocial Factors Predicting Delayed Diagnosis of Breast Cancer : The Role of Marital Relationship Functioning (지연된 유방암 진단을 예측하는 정신사회적 요인 : 부부관계기능의 역할)

  • Kim, Ji Young;Woo, Jungmin;Lee, Sang Shin;Kim, Hea Won;Khang, Dongwoo;Rim, Hyo-Deog
    • Korean Journal of Psychosomatic Medicine
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    • v.22 no.1
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    • pp.13-22
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    • 2014
  • Objectives : Breast cancer has been the most prevalent female cancer in South Korea since 2001. Early detection of this disease is the most effective strategy for reducing mortality. The objective of this study was to identify factors which could predict advanced stage at diagnosis of breast cancer. Methods : Participants who were initially diagnosed with breast cancer and referred to the Stress Clinic of the Breast Cancer Center at Kyungpook National University Hospital were included. Through a semi-structured interview, the authors investigated psychosocial variables such as the extent of marital and family functioning and emotional-economic family burden as well as sociodemographic and health behavior-, health characteristic- and cancer-related variables. Results : Data were collected from 219 participants. One hundred and twenty(54.8%) subjects were diagnosed with advanced-stage breast cancer. Variables that were significantly different between the advanced-stage and early-stage groups included : monthly breast self examination(p<0.000), annual mammographic screening(p<0.000), mode of tumor detection(p<0.000), nature of the first symptoms(p<0.000), time to treatment after diagnosis(p<0.000), overloaded economic and family burden(p=0.018), marital functioning(p<0.000) and family functioning(p<0.00). Logistic regression analysis indicated that irregular annual mammography screening(OR=7.431 ; 95% CI 2.407-22.944) or a lack of screening(OR=25.299 ; 95% CI 7.855-81.482) and a dysfunctional marital relationship(OR=4.772 ; 95% CI 2.244-10.145) were significantly associated with advanced stage at diagnosis of breast cancer. Conclusions : We reconfirmed screening behavior to be a risk factor for delayed diagnosis of breast cancer. Our findings also emphasized the importance of psychosocial factors such as marital functioning in early detection of breast cancer. Psychiatric consultation in the area of martial functioning could be beneficial for increasing early detection in breast cancer.

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A Study on the Modeling and Diagnostics in Drilling Operation (드릴링 작업의 모델링과 진단법에 관한 연구)

  • Yoon, M.C.
    • Journal of Power System Engineering
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    • v.2 no.2
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    • pp.73-80
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    • 1998
  • The identification of drilling joint dynamics which consists of drilling and structural dynamics and the on-line time series detection of malfunction process is substantial not only for the investigation of the static and dynamic characteristics but also for the analytic realization of diagnostic and control systems in drilling. Therefore, We have discussed on the comparative assessment of two recursive time series modeling algorithms that can represent the drilling operation and detect the abnormal geometric behaviors in precision roundshape machining such as turning, drilling and boring in precision diemaking. For this purpose, simulation and experimental work were performed to show the malfunctional behaviors for drilling operation. For this purpose, a new two recursive approach (Recursive Extended Instrument Variable Method : REIVM, Recursive Least Square Method : RLSM) may be adopted for the on-line system identification and monitoring of a malfunction behavior of drilling process, such as chipping, wear, chatter and hole lobe waviness.

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Fault Diagnosis and Recovery of a Thermal Error Compensation System in a CNC Machine Tool (CNC 공작기계에서 열변형 오차 보정 시스템의 고장진단 및 복구)

  • 황석현;이진현;양승한
    • Journal of the Korean Society for Precision Engineering
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    • v.17 no.4
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    • pp.135-141
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    • 2000
  • The major role of temperature sensors in thermal error compensation system of machine tools is improving machining accuracy by supplying reliable temperature data on the machine structure. This paper presents a new method for fault diagnosis of temperature sensors and recovery of faulted data to establish the reliability of thermal error compensation system. The detection of fault and its location is based on the correlation coefficients among temperature data from the sensors. The multiple linear regression model which is prepared using complete normal data is also used fur the recovery of faulted data. The effectiveness of this method was tested by comparing the computer simulation results and measured data in a CNC machining center.

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Relationship of Ultrasonographic Fatty Liver and Colorectal polyps (초음파로 진단된 지방간과 대장용종의 관련성)

  • Lee, Hye-Nam;Lim, Cheong-Hwan
    • Proceedings of the Korea Contents Association Conference
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    • 2011.05a
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    • pp.197-198
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    • 2011
  • 임상적으로 흔한 간질환인 지방간은 대부분의 경우에 초음파검사에 의해 진단이 된다. 초음파검사에 의한 지방간과 대장암의 전구병변이 될 수 있는 대장용종과의 관련성을 검진환자대상으로 일반요인과 대사증후군 요인 등 특정요인과 비교분석 하였다. 대장용종은 나이 50세 이상, 남자일수록, 공복시 glucose와 Triglyceride 수치가 높을 때, 지방간이 있을 때 발생빈도가 높았다. 상관관계분석에서는 지방간이 용종과의 관계도가 가장 높았고 위계적 회귀분석에서도 용종발생에 가장 영향력 있는 요인은 지방간이었다. 지방간인 경우 대장내시경검사를 고려해야 할 것이다.

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A Study on Diagnostics of Machining System with ARMA Modeling and Spectrum Analysis (ARMA 모델링과 스펙트럼분석법에 의한 가공시스템의 진단에 관한 연구)

  • 윤문철;조현덕;김성근
    • Journal of the Korean Society of Manufacturing Technology Engineers
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    • v.8 no.3
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    • pp.42-51
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    • 1999
  • An experimental modeling of cutting and structural dynamics and the on-line detection of malfunction process is substantial not only for the investigation of the static and dynamic characteristics of cutting process but also for the analytic realization of diagnostic systems. In this regard, We have discussed on the comparative assessment of two recursive time series modeling algorithms that can represent the machining process and detect the abnormal machining behaviors in precision round shape machining such as turning, drilling and boring in mold and die making. In this study, simulation and experimental work were performed to show the malfunctioned behaviors. For this purpose, two new recursive approach (REIVM, RLSM) were adopted fur the on-line system identification and monitoring of a machining process, we can apply these new algorithm in real process for the detection of abnormal machining behaviors such as chipping, chatter, wear and round shape lobe waviness.

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Flexural Capacity and Non-Linear Characteristic Evaluation of Circular Column Confined by Carbon Sheet Tube (카본시트튜브로 구속된 원형기둥의 휨내력 및 비선형 특성에 대한 연구)

  • Lee, Kyoung Hun;Yoo, Youn Jong;Kim, Hee Cheul;Hong, Won Kee;Lee, Young Hak
    • Journal of the Korea institute for structural maintenance and inspection
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    • v.11 no.3
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    • pp.143-150
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    • 2007
  • Six full scale column specimens have been tested under the constant axial and cyclic lateral load. An equivalent stress block parameter was used to estimate flexural capacity of columns confined by carbon sheet tube. Through the non-linear regression analysis, behaviors of CFCST(Concrete Filled Carbon Sheet Tube) columns under the cyclic lateral load were estimated and compared with test results.