• 제목/요약/키워드: Local Regression Rate

검색결과 203건 처리시간 0.021초

A Study on Organizational Forms in Foreign Expansion of Korean Banks

  • CHOI, Jeong-Yoon;KIM, So-Hyung
    • The Journal of Asian Finance, Economics and Business
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    • 제7권7호
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    • pp.343-348
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    • 2020
  • So far, research into multinational bank' overseas expansion has focused on foreign direct investment in the financial services industry. However, this study focused its existing theories on multinational banks on decision-making related to the type of overseas advancement of local financial institutions. For research, four environmental factors were considered: the scale of foreign direct investment, the scope of financial services that can be provided according to the rules of the host country, the corporate tax rate of the host country, and the level of development of the host country's banking industry. Through Kotra, data on the total amount of claims from 2010 to 2014 and the regulatory status for the country's financial industries were obtained. Hypothesis are built around theories and survey factors and has been demonstrated through regression analysis. Results show that Korean financial institutions tend to expand as legally independent subsidiaries where the corporate tax rate of the host country is relatively low. Contrary to the previous studies based on the U.S. banking corporates, results show that Korean banks tend to expand in forms of branches to the host countries with high level of banking system development.

Multilevel Analysis on Spatial Distribution and Socio-Environmental Factors of Dental Caries in Korean Children

  • See-in Park;Changmin Im;Gimin Kim;Jaesik Lee
    • 대한소아치과학회지
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    • 제51권1호
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    • pp.40-54
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    • 2024
  • This study aims to identify the regional distribution in the prevalence of dental caries and related multidimensional factors among 12-year-old children in Korea. Data from the 2018 Child Oral Health Survey were used to calculate the average DMFT index of 12-year-old children in metropolitan cities, and a multi-level regression model was applied to explain the regional distribution of dental caries prevalence and related factors. Factors were divided into two levels by administrative structure. This study finds a significant regional difference in the prevalence of dental caries in 12-year-old Korean children across metropolitan cities. Multilevel analysis showed that district-level factors (average number of pit and fissure-sealed permanent teeth, dental treatment demand rate, preventive treatment rate, sex ratio, and number of dentists per 100,000 people) and metropolitan-level factors (intakes of cariogenic beverages and number of pediatric dental hospitals and clinics per 100,000 people) had a significant effect on dental caries prevalence (p < 0.05). Individual characteristics and local socio-environmental factors influence the prevalence of dental caries. Especially considering the strong dependence on preventive treatment and accessibility to dental care services, it is necessary to provide adequate preventive treatment and expand health care resources in high-risk areas of dental caries.

서비스 품질 속성 IPA 분석을 활용한 테마 레스토랑 입지별 LSM 전략수립 (Development of LSM(Local Store Marketing) Strategy Using the IPA Analysis of Service Quality Attributes by the location in a Theme Restaurant)

  • 박문경;김재철
    • 대한영양사협회학술지
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    • 제13권3호
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    • pp.277-294
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    • 2007
  • The purposes of this study were to a) examine using status, b) measure the service quality attributes, c) analyze IPA and customer satisfaction, d) develop the LSM(Local Store Marketing) by location of K theme restaurant such as residential type(A), complex type(B) and downtown type(C). The questionnaires were handed out to 346 of 450(usage rate 76.9%). The statistical data analysis was completed using SPSS(ver 12.0) for descriptive analysis, $X^2$, t-test, ANOVA, reliability analysis, factor analysis, multiple linear regression. From an analysis on service quality attributes, most importance of service quality attributes was more highly perceived than performance of those, except for 'attractive exterior', 'variety of kid's menu', 'convenient facilities for kid' and perceived importance and performance were also significantly different by location of branch restaurant. The attributes to be improved were 'convenience of restaurant's parking lot', 'food tast', 'speedy service' and 'service competency' as branch A(residential type) restaurant, 'convenience of the restaurant location' as branch B(complex type) restaurant and 'convenience of the restaurant location' and 'speedy service' as branch C(downtown type) through IPA analysis. The Overall customer satisfaction was 3.74 and service quality factors had significant effect on overall customer satisfaction. Location of restaurant, which gives a great effect on its operation and marketing, has a important correlation with success or failure of restaurant business enterprises. Therefore, marketing strategy by restaurant location should be developed.

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무릎들기 작업 시 전신피로 감지 수준과 근육 피로도를 활용한 다면적 피로현상 모델링 (Modeling the Multi-Dimensional Phenomenon of Fatiguing by Assessing the Perceived Whole Body Fatigue and Local Muscle Fatigue During Squat Lifting)

  • 임란아흐마드;김정룡
    • 산업경영시스템학회지
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    • 제41권4호
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    • pp.1-8
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    • 2018
  • Whole body fatigue detection is an important phenomenon and the factors contributing to whole body fatigue can be controlled if a mathematical model is available for its assessment. This research study aims at developing a model that categorizes whole body exertion into fatigued and non-fatigued states based on physiological and perceived variables. For this purpose, logistic regression was used to categorize the fatigued and non-fatigued subject as dichotomous variable. Normalized mean power frequency of eight muscles from 25 subjects was taken as physiological variable along with the heart rate while Borg scale ratings were taken as perceived variables. The logit function was used to develop the logistic regression model. The coefficients of all the variables were found and significance level was checked. The detection accuracy of the model for fatigued and non-fatigues subjects was 83% and 95% respectively. It was observed that the mean power frequency of anterior deltoid and the Borg scale ratings of upper and lower extremities were significant in predicting the whole body fatigued when evaluated dichotomously (p < 0.05). The findings can help in better understanding of the importance of combined physiological and perceived exertion in designing the rest breaks for workers involved in squat lifting tasks in industrial as well as health sectors.

지리적 가중회귀모형을 이용한 지역별 걷기실천율의 지역적 변이 및 영향요인 탐색 (Exploring Spatial Variations and Factors associated with Walking Practice in Korea: An Empirical Study based on Geographically Weighted Regression)

  • 김은주;이영서;윤주영
    • 대한간호학회지
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    • 제53권4호
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    • pp.426-438
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    • 2023
  • Purpose: Walking practice is a representative indicator of the level of physical activity of local residents. Although the world health organization addressed reduction in prevalence of insufficient physical activity as a global target, the rate of walking practice in Korea has not improved and there are large regional disparities. Therefore, this study aimed to explore the spatial variations of walking practice and its associated factors in Korea. Methods: A secondary analysis was conducted using Community Health Outcome and Health Determinants Database 1.3 from Korea Centers for Disease Control and Prevention. A total of 229 districts was included in the analysis. We compared the ordinary least squares (OLS) and the geographically weighted regression (GWR) to explore the associated factors of walking practice. MGWR 2.2.1 software was used to explore the spatial distribution of walking practice and modeling the GWR. Results: Walking practice had spatial variations across the country. The results showed that the GWR model had better accommodation of spatial autocorrelation than the OLS model. The GWR results indicated that different predictors of walking practice across regions of Korea. Conclusion: The findings of this study may provide insight to nursing researchers, health professionals, and policy makers in planning health programs to promote walking practices in their respective communities.

Suicide Rate Differences by Sex, Age, and Urbanicity, and Related Regional Factors in Korea

  • Cheong, Kyu-Seok;Choi, Min-Hyeok;Cho, Byung-Mann;Yoon, Tae-Ho;Kim, Chang-Hun;Kim, Yu-Mi;Hwang, In-Kyung
    • Journal of Preventive Medicine and Public Health
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    • 제45권2호
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    • pp.70-77
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    • 2012
  • Objectives: Identify the characteristics related to the suicide rates in rural and urban areas of Korea and discover the factors that influence the suicide rate of the rural and urban areas. Methods: Using the data on causes of death from 2006 to 2008, the suicide rates were calculated and compared after age-standardization based on gender, age group and urbanicity. And, in order to understand the factors that influence suicide rate, total 10 local characteristics in four domains - public service, social integration, residential environment, and economic status - were selected for multiple regression analysis. Results: The suicide rates were higher in men than women, in rural areas than urban, and in older people than the younger. Generally, although there were variations according to age group and urbanicity, suicide rates were significantly related to residential environment and regional economic status but not related to regional welfare spending and social integration. In addition, the population over the age of 65 years, only regional economic status has significantly influence on their suicide rates. Conclusions: The influence of characteristics of regions on suicide rate is various by age-group, gender, and urbanicity. Therefore, in order to lower suicide rate and reduce the gap between regions, various approaches must be adopted by taking into account the socioeconomic characteristics of the regions.

다중 선형 회귀를 이용한 PNU/CME CGCM의 동아시아 여름철 강수예측 보정 연구 (A Correction of East Asian Summer Precipitation Simulated by PNU/CME CGCM Using Multiple Linear Regression)

  • 황윤정;안중배
    • 한국지구과학회지
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    • 제28권2호
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    • pp.214-226
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    • 2007
  • 강수는 다양한 대기 변수들의 영향으로 나타나기 때문에 비선형성이 매우 강하다. 따라서 역학 모형을 통해 예측된 강수의 보정은 비선형 모형인 인공 신경망 등을 통해 가능할 것이지만, 인공 신경망의 경우 초기 가중치 선택, 지역 최소화 문제, 뉴런의 수 결정 등의 문제로 인한 한계가 있다. 그러므로 본 연구에서는 가장 보편적으로 사용되는 다중 선형 회귀 모형을 이용하여 CGCM에 의해 모사된 강수를 보정하였으며, 예측성을 살펴보았다. 이를 위하여 우선 PNU/CME 접합 대순환 모형(Coupled General Circulation model, CGCM)(박혜선과 안중배, 2004)을 이용하여 1979년부터 2005년까지 매해 4월부터 8월까지 5개월간 앙상블 적분을 하였다. 적분 결과 중 한반도를 포함한 동북아시아 지역$(110^{\circ}E-145^{\circ}E,\;25^{\circ}N-55^{\circ}N)$의 여름철인 6월(리드 2), 7월(리드 3), 8월(리드 4) 및 여름철 평균인 JJA(from June to August) 기간의 PNU/CME CGCM에 의해 모사된 강수를 보정하기 위해 다중 선형 회귀(Multiple Linear Regression, MLR)를 이용하였다. PNU/CME 접합 대순환 모형의 결과 중 강수, 500 hPa 연직 속도, 200 hPa 발산장, 지상 기온 등의 예측 인자와 관측 강수와의 선형적인 관계를 이용하여 MLR 모형을 구축하였다. 그리고 교차 검증(cross- validation)을 수행하여 PNU/CME 접합 대순환 모형의 결과와 교차 검증 결과를 비교하였다. 상관계수, 적중률 (hit rate), 오보율(false alarm rate) 그리고 Heidke 기술 점수(Heidke skill score) 등을 살펴본 바, 보정하지 않은 모형의 결과에 비해 MLR 모형을 이용하여 보정한 결과의 강수에 대한 예측성이 뛰어난 것을 알 수 있었다.

청년층의 인구이동과 주택정책의 관련성에 관한 연구: 수도권을 중심으로 (The Relationship between the Migration of the Young Generation and Housing Policy: Focused on the Seoul Metropolitan Area)

  • 박부명;김성아
    • 토지주택연구
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    • 제11권1호
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    • pp.21-38
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    • 2020
  • This study examined the population movement of the young generation in accordance with the characteristics of housing market focusing on the housing problem of youth issues. Targeting 64 local governments in the seoul metropolitan area, the temporal range was decided as 2015. Setting up the rising population in 19-34 as a dependent variable, supposing that each age group shows different characteristics, it was divided into age groups in 19~34, 19~29, and 25~34. The population movement of the young generation in accordance with the characteristics of housing market was considered through the multiple regression analysis. In the results, the population movement of the young generation was influenced by the change in detached multi-family housing and the rate of housing supply. The increase of detached multi-family housing promoted the population inflow of the young generation while the population movement of the young generation was disturbed by the rising rate of housing supply. Also, when the local characteristics are not controlled, the young generation hesitates to enter the region where relatively high rent should be paid while the new housing supply focusing on apartment is hard to be selected by the young generation for residence because of the size and price. The population movement of the young generation looked quite different in each age group. The population inflow of the young generation in 19~29 was influenced when there were many officetels and non-apartments on top of detached multi-family housing. On the contrary, the population movement of the young generation in 25~34 was significantly influenced by the increase of the whole size of completed apartment area. Even though it was not the research subject of this study, among control variables, the financial independence and daily average number of get-on/off had effects on the movement of the young generation. It means that the housing type preferred by college students and social novices is different from the housing type preferred by the group with experiences in marriage and childbirth within the same young generation. Thus, it would be necessary to divide the purposes of policies for each subject when executing the youth housing policies.

Exploring preventive factors against insufficient antibody positivity rate for foot-and-mouth disease in pig farms in South Korea: a preliminary ecological study

  • Dongwoon Han;Byeongwoo Ahn;Kyung-Duk Min
    • Journal of Veterinary Science
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    • 제25권1호
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    • pp.13.1-13.9
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    • 2024
  • Background: Foot-and-mouth disease (FMD) is a highly contagious viral disease in livestock that has tremendous economic impact nationally. After multiple FMD outbreaks, the South Korean government implemented a vaccination policy for efficient disease control. However, during active surveillance by quarantine authorities, pig farms have reported an insufficient antibody positivity rate to FMD. Objective: In this study, the spatial and temporal trends of insufficiency among pig farms were analyzed, and the effect of the number of government veterinary officers was explored as a potential preventive factor. Methods: Various data were acquired, including national-level surveillance data for antibody insufficiency from the Korea Animal Health Integrated System, the number of veterinary officers, and the number of local pig farms. Temporal and geographical descriptive analyses were conducted to overview spatial and temporal trends. Additionally, logistic regression models were employed to investigate the association between the number of officers per pig farm with antibody insufficiency. Spatial cluster analysis was conducted to detect spatial clusters. Results: The results showed that the incidence of insufficiency tended to decrease in recent years (odds ratio [OR], 0.803; 95% confidence interval [95% CIs], 0.721-0.893), and regions with a higher density of governmental veterinary officers (OR, 0.942; 95% CIs, 0.918-0.965) were associated with a lower incidence. Conclusions: This study implies that previously conducted national interventions would be effective, and the quality of government-provided veterinary care could play an important role in addressing the insufficient positivity rate of antibodies.

자궁경부암 병기 IIB에서의 방사선 치료 성적: 생존율 및 예후인자, 치료 후 실패양상, 만성 합병증 (Radiotherapy Results of Uterine Cervix Cancer Stape IIB : Overall Survival, Prognostic factors, Patterns of Failure and Late Complications)

  • 김은석;최두호;허승재
    • Radiation Oncology Journal
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    • 제16권1호
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    • pp.51-61
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    • 1998
  • 목적 : 2기말 이상의 진행된 병기의 자궁경부암은 근치적 수술이 불가능하거나 수술시 높은 국소 재발율을 보이기 때문에 방사선 치료가 주된 치료 방법으로 사용되며, 5년 생존율은 $60-65\%$정도 보고되고 있다. 이에 근치적 방사선 치료를 시행한 2기말 자궁경부암 환자의 생존율과 치료의 반응, 실패율, 부작용 등을 비교하기 위해 후향적 분석을 시행하였다. 대상 및 방법 1985년 8월부터 1994년 8월까지 순천향대학병원과 외부 병원에서 외부 전골반 방사선 치료를 시행후 순천향대학병원에서 고선량률 강내치료를 근치적 목적으로 시행하여 치료를 완료한 원발 자궁경부암 2기말 198명의 환자 중 추적 관찰이 가능했던 167명의 환자를 대상으로 분석하였다. 환자의 추적 관찰 기간은 3개월부터 141개월(평균 60개월)이였으며 최소 추적기간은 30개월이었고, 연령은 31세부터 78세(평균 연령은 55세)였다. 통계학적인 분석에서 생존율과 생존 곡선은 Kaplan-Meter 방법을 사용하였고 각 군의 비교는 log-rank test를 이용하였고 다변량 분석은 Cox-regression 방법을 사용하였다. 재발이나 합병증에 대한 영향은 chi-square와 두 가지 이상의 경우에는 linear trend 분석을 이용하였다. 결과 : 치료에 대한 반응은 모든 환자의 $84\%$에서 완전관해율을 보였고, 병리 조직학적으로 편평상피암에서 $86\%$의 완전 관해를 보인 반면 선암에서는 $60\%$의 완전관해율을 보였으며 통계학적 유의성이 있었다. 5년 생존율과 5년 무병 생존율은 각각 $62\%$$59\%$ 였고 예후 인자는 병소의 크기와 치료에 대한 반응이었으며, 병리학적 종류와 자궁 주변 침범의 정도는 경계의 의미가 있었다. 57명의 치료 실패가 있었으며 국소 재발은 2년 이내가 대부분 이었고 원격 전이는 3년 이후도 $29\%$를 보였다. 만성 합병증은 28명(16.8%) 38건에서 보였으며 발생률과 심한 정도가 총 선량과 1회당 선량에 유의한 상관관계가 있었다. 결론 : 국소적으로 진행된 자궁경부암은 종양의 크기와 치료에 대한 반응이 생존율과 국소재발에 가장 영향을 주는 요소이므로 방사선 치료를 할 때 종양의 크기에 따라 세분화하고 종양이 큰 경우 기존의 방법으로는 실패율이 비교적 높으므로 방사선 치료 기간의 단축이나 항암제의 추가 등을 고려하여 치료의 효과를 높여야 하며, 환자의 추적 관찰은 2년 이내 국소재발과 원격 전이가 많으므로 2년 이내는 적극적 추적 관찰의 중요성과 원격 전이의 경우 3년 이후 5년 이내에도 재발이 많기 때문에 종양표지자나 방사선학적 추적 관찰이 중요하다. 그리고 만성 합병증을 최소화하기 위해 적절한 질 packing 등으로 주위 조직의 방사선 피폭량을 줄여야 할 것으로 생각된다.

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