• 산업융합연구
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• 제22권2호
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• pp.1-12
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• 2024

본 연구는 은행 성과와 관련하여 어떠한 의사결정이 영향을 미치는지 연구하고 있다. 2013년부터 2022년까지 미국에 소재한 은행의 재무제표상 자료를 이용하여 패널회귀분석을 진행하였으며, 재무적 의사결정, 경영 의사결정으로 나누어 위계적 패널회귀분석을 통해 설명변수의 효과를 살펴본다. 또한, 채권자와 주주 관점(이하 전체)과 주주만의 관점으로 성과를 나누어 분석함으로써, 각 관점의 성과를 제고시키기 위해서는 어떠한 요소를 어떻게 활용해야 하는지를 제시하고 있다. 유동성과 안정성만으로 패널회귀분석을 수행했을 시 전체 성과 관점에서는 예금 의존도와 이자보상비율이, 주주 성과 관점에서는 부채비율도 통계적으로 유의한 영향을 미쳤다. 비기술적 요소까지 더할 시엔 전체 성과 관점에서는 비기술적 요소 중 인건비 비중만이 통계적으로 유의하게 도출되었고 주주 성과 관점에서는 비기술적 요소가 통계적으로 유의하게 도출되진 않았지만, 현금비율은 통계적으로 유의한 영향을 주는 것으로 도출되었다. 마지막으로 기술적 혁신요소까지 더할 시에는 전체 성과 관점에서는 무형자산 비중이 통계적으로 유의한 것으로 도출되지 않았지만, 주주 성과 관점에서는 유의하게 도출되었다. 이해관계자의 성과 관점에 따라 미칠 수 있는 요인이 차이가 있다는 점, 그리고 다양한 의사결정 요소가 은행의 성과에 영향을 미칠 수 있다는 점이 본 연구의 의의 및 시사점이다.

• 한국해양공학회지
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• 제22권6호
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• pp.95-99
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• 2008

The block assembly of ship consists of a certain type of heat processes such as cutting, bending welding residual stress relaxation and fairing. The residual deformation due to welding is inevitable at each assembly stage. The geometric inaccuracy caused by the welding deformation tends to preclude the introduction of automation and mechanization and needs the additional man-hours for the adjusting work at the following assembly stage. To overcome this problem, a distortion control method should be applied. For this purpose, it is necessary to develop an accurate prediction method which can explicitly account for the influence of various factors on the welding deformation. The validity of the prediction method must be also clarified through experiments. This paper proposes a simplified analysis method to predict the welding deformation of panel block structure. For this purpose, a simple prediction model for fillet welding deformations has been derived based on numerical and experimental results through the regression analysis. On the basis of these results, the simplified analysis method has been applied to some examples to show its validity.

• 가족자원경영과 정책
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• 제26권3호
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• pp.65-85
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• 2022

본 연구는 결혼생활에서 시간경과에 따라 여성이 이혼을 선택하게 만드는 영향 요인을 파악하여, 여성의 결혼과 이혼양상을 가족전환의 관점으로 이해하고 두 집단 모두 의미 있는 선택이 될 수 있도록 실천에 기반한 생활복지 차원의 성장에 기여하는데 목적이 있다. 이를 위해 본 연구는 여성가족패널 자료를 사용하여 생존분석 방법을 이용한 종단 연구를 시행하였다. 여성의 결혼생활에서 각 요인들이 이혼 선택에 어떤 영향을 미치는지 콕스회귀분석을 실시하여 세 가지 분석모형을 통해 파악한 결과 모든 모형이 분석에 적합한 것으로 나타났다.

• 무역학회지
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• 제48권2호
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• pp.71-94
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• 2023

본 연구의 목적은 본사국과 현지국간의 심리적 거리(Psychic distance)가 스페인기업의 해외투자진출(OFDI)에 미치는 영향을 패널분석으로 증명하는 데 있다. 패널데이터는 스페인과 스페인의 OFDI국가 간의 최근 10년간 문화적, 제도적, 경제적, 지리적 거리 데이터를 기초로 하였다. 임의효과모델분석에 의하면 문화적 거리(CULD)는 스페인기업의 OFDI에 부정적인 영향을 주는 반면, 제도적 거리(INSD)는 긍정적인 영향을 주었다. 경제적 거리 중 소득규모거리(GDP)는 긍정적인 영향을 미치나, 수출규모거리(EXPO)는 부정적인 영향을 미쳤다. 또한 지리적 거리(PKM)는 부정적인 영향을 미쳤다. 한편 OFDI규모별 분위분석 결과에 의하면, 한국이 속한 4분위(75%)에서는 CULD와 INSD의 영향은 REM분석 결과와 같았다. 또한 GDP는 긍정적인 영향을, PKM는 부정적인 영향을 미친 반면, EXPO는 긍정적인 영향을 미쳤다. 따라서 FDI유치 국가는 지속적인 제도개선 노력과 함께 분위분석을 통한 차별화된 전략수립이 필요하다.

• 수산경영론집
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• 제52권1호
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• pp.47-63
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• 2021

The purpose of this study is to identify the leading price between Jeju and Wando's oliver flounder producer price and to analyze the dynamic effect of the regional producer price using the panel VAR model. In the process of analysis, it was confirmed that there are unit roots in the monthly data of Jeju and Wando's oliver flounder producer price. So, in order to avoid spurious regression, the rate change of producer price which carries out log difference was used in the analysis. As a result of the analysis, first, the panel Granger causality test showed that the influence of the change rate of producer price in oliver flounder in Jeju was slightly larger than that in Wando, but it was found that each region all leads the change rate of the producer price in oliver flounder. Second, the panel VAR estimation showed that the rate change of producer price in Jeju and Wando a month ago had a statistically significant effect on the change rate of producer price of each region. Third, the impulse response analysis indicated that other regions are affected a little more than the same region in case of the occurrence of the impact on the error terms of the change rate of produce price in Jeju and Wando oliver flounder. Fourth, the variance decomposition analysis showed that the change rate of producer price in the two regions was higher explained by Jeju compared to Wando. In conclusion, it is expected that the above results can not only be useful as basic data for the stabilization of oliver flounder producer price and the establishment of policies for easing volatility but can also help the oliver flounder industry operate its business.

• Physical Therapy Rehabilitation Science
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• 제12권2호
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• pp.80-91
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• 2023

Objective: The purpose of this study is to identify factors that affect the incidence of hypertension using logistic regression and decision tree analysis, and to build and compare predictive models. Design: Secondary data analysis study Methods: We analyzed 9,859 subjects from the Korean health panel annual 2019 data provided by the Korea Institute for Health and Social Affairs and National Health Insurance Service. Frequency analysis, chi-square test, binary logistic regression, and decision tree analysis were performed on the data. Results: In logistic regression analysis, those who were 60 years of age or older (Odds ratio, OR=68.801, p<0.001), those who were divorced/widowhood/separated (OR=1.377, p<0.001), those who graduated from middle school or younger (OR=1, reference), those who did not walk at all (OR=1, reference), those who were obese (OR=5.109, p<0.001), and those who had poor subjective health status (OR=2.163, p<0.001) were more likely to develop hypertension. In the decision tree, those over 60 years of age, overweight or obese, and those who graduated from middle school or younger had the highest probability of developing hypertension at 83.3%. Logistic regression analysis showed a specificity of 85.3% and sensitivity of 47.9%; while decision tree analysis showed a specificity of 81.9% and sensitivity of 52.9%. In classification accuracy, logistic regression and decision tree analysis showed 73.6% and 72.6% prediction, respectively. Conclusions: Both logistic regression and decision tree analysis were adequate to explain the predictive model. It is thought that both analysis methods can be used as useful data for constructing a predictive model for hypertension.

• Industrial Engineering and Management Systems
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• 제8권3호
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• pp.148-154
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• 2009

In recent days, large-sized flat-panel display (FPD) has been increasingly applied to computer monitors and TVs. Mura defects, appearing as low contrast or non-uniform brightness region, sometimes occur in manufacturing of the Thin-Film Transistor Liquid-Crystal Displays (TFT-LCD). Implementation of automatic Mura inspection methods is necessary for TFT-LCD production. Various existing Mura detection methods based on regression diagnostics, surface fitting and data transformation have been presented with good performance. This paper proposes an efficient Mura detection method that is based on a regression diagnostics using studentized residuals for automatic Mura inspection of FPD. The input image is estimated by a linear model and then the studentized residuals are calculated for filtering Mura regions. After image dilation, the proposed threshold is determined for detecting the non-uniform brightness region in TFT-LCD by means of monitoring the every pixel in the image. The experimental results obtained from several test images are used to illustrate the effectiveness and efficiency of the proposed method for Mura detection.

• 대한예방한의학회지
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• 제19권3호
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• pp.57-66
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• 2015

Objective : Private health insurance coverage in Korean medicine has been reduced since October 2009 for preventing unnecessary utilization. The aim of this study is to identify how private health insurance coverage reduction affects on the Korean medicine utilization. Method : We analyzed the Korea Health Panel data from 2008 to 2012. Panel negative binominal regression model was used to analyze the relationship between private health insurance coverage reduction and utilization of outpatient service. Panel tobit regression analysis was used to identify the relationship between private health insurance coverage reduction and health expenditure of outpatient service. Results : Private health insurance coverage reduction significantly dropped both utilization and health expenditure of outpatient service by 9%, 9.22% respectively. In addition, therapeutic utilization significantly decreased up to 10%. Conclusion : Private health insurance coverage reduction seems to have an effect to reduce both utilization and the health expenditure of Korean medicine outpatient service. This effect was more noticeable in the therapeutic utilization. Thus, more elaborate policy will be needed to prevent unnecessary utilization of Korean medicine.

• 한국환경과학회지
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• 제22권9호
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• pp.1171-1180
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• 2013

Recent climate change has led to fluctuations in agricultural production, and as a result national food supply has become an important strategic factor in economic policy. As such, in this study, panel data was collected to analyze the effects of seven meteorological elements and using the Lagrange multipliers method, the fixed-effects model for the production of five types of food crop and the seven meteorological elements were analyzed. Results showed that the key factors effecting increases in production of rice grains were average temperature, average relative humidity and average ground surface temperature, while wheat and barley were found to have positive correlations with average temperature and average humidity. The implications of this study are as follow. First, it was confirmed that the meteorological elements have profound effects on the production of food crops. Second, when compared to existing studies, the study was not limited to one food crop but encompassed all five types, and went beyond other studies that were limited to temperature and rainfall to include various meterological elements.

• 한국수산과학회지
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• 제21권3호
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• pp.169-176
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• 1988

In order to obtain the objective indices which can assess the quality and the shelf-life of dried squid, nonenzymatic browning, carbonyl value, trimethyl amine (TMA) and trimethyl amine oxide (TMAO) decrease and panel test were determined in dried squid at various water activity levels. When the data of nonenzymatic browning fit a zero order equation, $r^2$ value were more than 0.92 except aw 0.52 for 0.8241. Through variance analysis for the data of browning extent and TMAO decrease, the confidence limits of regression equation were $99\%$ and their limit values of shelf-life were shown 0.45390 O. D./g. solid and 190.322 g/g respectively. In case of TMAO, $r^2$ value was calculated more than 0.95. Linear regression equation for the correlation between browning data and average panel score was Y=0.6138-0.053X and its $r^2$ value was 0.9285. Also in TMAO decrease, the equation was InY=2.0314+0.08269x and $r^2$ value was 0.7854. The shelf-life, evaluated by nonenzymatic browning, TMAO decrease and panel test, was 110-170 days at aw 0.45-0.76 except aw 0.15.