• Title/Summary/Keyword: Multinomial logit analysis

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An Analysis of Consumers' Consumption Behavior of Environment-friendly Mandarin and Attributes of Mandarin in Korea (소비자의 친환경감귤 소비실태와 감귤의 선호속성 분석)

  • Ko, Seong-Bo
    • Korean Journal of Organic Agriculture
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    • v.16 no.2
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    • pp.189-204
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    • 2008
  • The objective of this paper is to analyze consumers' consumption behavior of environment-friendly mandarin and attributes of mandarin in Korea. It is also to measure consumers' marginal willingness to pay by the attributes of mandarin and to estimate the market-share by products of mandarin from the data surveyed by a survey research company. The questionnaires for consumers were given randomly by interview to 500 married women lived in Seoul and to 200 wholesaler in Seoul, Busan, Daegu, Kwangju. The conjoint analysis method was used to analyze consumers' preference and suggest several implications for the rational production and marketing policy of mandarin.

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The Factors Affecting Retirement Adjustment by Elapsed Time from Middle-Aged & Advanced-Aged Retiree's Retirement (중고령 은퇴자들의 은퇴 후 경과기간별 은퇴생활적응의 영향요인)

  • Kim, Ji-Kyung;Song, Hyun-Ju
    • Journal of the Korean Home Economics Association
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    • v.48 no.6
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    • pp.83-101
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    • 2010
  • Using the first wave of KLoSA(Korean Longitudinal study of Aging) beta version, this study analyzed factors affecting retirement adjustment by elapsed time from retiree's retirement through Binary Logit and Multinomial Logit Analysis. Participants were 1,780 retiree. The main results of this study were as follows : First, The retiree's education(-), health status(-), region(+), dwelling type(-), monthly household income(-), employment type before retirement(+), retirement reason(+), and the elapsed time from retirement(-) were affected whether they satisfied with pre-retirement or not. Second, The gender(-), age(-), and the region(+) were affected whether they satisfied with life after retirement or not. Third, The gender(-), age(-), education(+), heath status(+), dwelling type(+), monthly household income(+), retirement reason(-), and the elapsed time from retirement(+) were affected on their satisfaction after retirement compared to pre-retirement. Last, The different factors affected the life satisfaction after retirement by elapsed time from retirement.

Outpatient Antibiotic Prescription Patterns for Respiratory Tract Infections of Infants (소아 호흡기감염 외래환자에 대한 항생제 처방양상)

  • Kim, Yejee;Lee, Suehyung;Park, Sylvia;Na, Hyen Oh;Tchoe, Byongho
    • Health Policy and Management
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    • v.25 no.4
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    • pp.323-332
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    • 2015
  • Background: Antibiotic resistance has been becoming serious challenge to human beings. Overuse of antibiotics, especially, for infants is concerned, but studies are very few for the prescribing pattern of antibiotic use for infants. This study analyzes prescribing patterns of antibiotics in outpatients of preschool children with acute respiratory tract infections in South Korea. Methods: Data are used from 2011 Health Insurance Review & Assessment Services-pediatric patients sample. Inclusion criteria is outpatient children (0 to 5 years) with top five frequent diseases. Prescription rates are analyzed by types of disease, provider, specialty, region, and ages. Binary or multinomial logit models are used to analyze determinants of providers' prescription pattern. Results: The main findings are as follows. First, distributions of prescription rates are shown as L-shape or M-shape depending on the types of disease. Second, the prescription variation is so large among providers, where providers are polarized as a group with low prescription rates and the other group with high prescription rates, though the shapes are shown diversified across types of disease. Third, prescription rates appear to be lower in pediatrics and higher in ENT (ear-nose-throat). Fourth, broad spectrum antibiotics are widely used among children. Finally, the logit analysis shows similar results with descriptive statistics, but partly different results across types of disease. Conclusion: Antibiotics for respiratory tract infections of infants are used excessively with a large variation among providers, and especially broad spectrum antibiotics are used. The prescription guideline for antibiotics should be provided for each specific disease to reduce antibiotic resistance in the future.

A Study about the Effects of Intellectual Property Investment and Management on the Value of Intangible Assets of Firms (지식재산 투자와 관리가 기업의 무형자산가치에 미치는 영향에 대한 연구)

  • Sung, Oong-Hyung;Jo, Kyeong-Seon
    • Journal of Korea Technology Innovation Society
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    • v.12 no.2
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    • pp.291-311
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    • 2009
  • Intellectual Property(IP) investment and its management are an key driver to create corporate value and intangible asset value through corporate's competitiveness. The purposes of this study are to survey capability of IP management and assess the effects of IP investment and its management on the separation into groups of intangible asset value. In order to attain those purposes of this study, sample companies were taken and categorized into three groups by the level of intangible asset value ratio, and data for IP investment such as R&D expenditure and advertising expenditure were collected from 90 manufacturing companies, and data for IP management capability about patent, design and brand were taken through survey. The final results showed as followed: First, IP management capability were generally not sufficient in the results of survey. Second, mean vector for the four variables were significantly different among three groups in multivariate analysis variance. Third, the order of their contribution to separating the groups were R&D expenditure, advertising expenditure, patent management, management of design and brand in canonical variate analysis. Fourth, R&D and patent management capability were significantly related to the separation of three groups, while advertising expenditure were not significant and management of design and brand were not sure of Significance in multinomial logit discriminant analysis. Fifth, exploratory power of the discriminant model were estimated by 53% in classification analysis. Finally, strategic policy for IP investment and its management should be taken urgently to create intangible asset value and to improve the capability of its management.

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Estimation of Interregional Mode Choice Models and Value of Travel Time Accommodating Taste Variation of Individuals (개인의 선호다양성을 고려한 지역간 수단선택 모형 구축 및 시간가치 추정 연구)

  • Cho, Shin-hyung;Seo, Young-hyun;Kho, Seung-young;Rhee, Sung-mo
    • Journal of the Korean Society for Railway
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    • v.20 no.2
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    • pp.288-298
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    • 2017
  • The system of high-speed and conventional railway vehicles is diversified, and significant technological development in performance has been achieved. This study analyzed the modal change characteristics; furthermore, it estimated the value of travel time by improving the travel time and cost for the passenger's perception of railway. In this study, we formulate a mode choice model for passengers and compare it with the mixed logit model which reflects individual taste variation. In addition, the validity of the analysis is presented through an estimation the value of travel time using the derived model. For this purpose, a stated preference survey was conducted with 510 people using public transportation. The benefits of time-saving can be accurately determined by estimating the value of time spent on the railway. Appropriate fares for public transportation can also be estimated.

A Study on the Vulnerability Assessment of Forest Vegetation using Regional Climate Model (지역기후모형을 이용한 산림식생의 취약성 평가에 관한 연구)

  • Kim, Jae-Uk;Lee, Dong-Kun
    • Journal of the Korean Society of Environmental Restoration Technology
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    • v.9 no.5
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    • pp.32-40
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    • 2006
  • This study's objects are to suggest effective forest community-level management measures by identifying the vulnerable forest vegetation communities types to climate change through a comparative analysis with present forest communities identified and delineated in the Actual Vegetation Map. The methods of this study are to classify the climatic life zones based on the correlative climate-vegetation relationship for each forest vegetation community, the Holdridge Bio-Climate Model was employed. This study confirms relationship between forest vegetation and environmental factors using Pearson's correlation coefficient analysis. Then, the future distribution of forest vegetation are predicted derived factors and present distribution of vegetation by utilizing the multinomial logit model. The vulnerability of forest to climate change was evaluated by identifying the forest community shifts slower than the average velocity of forest moving (VFM) for woody plants, which is assumed to be 0.25 kilometers per year. The major findings in this study are as follows : First, the result of correlative analysis shows that summer precipitation, mean temperature of the coldest month, elevation, soil organic matter contents, and soil acidity (pH) are highly influencing factors to the distribution of forest vegetation. Secondly, the result of the vulnerability assessment employing the assumed velocity of forest moving for woody plants (0.25kmjyear) shows that 54.82% of the forest turned out to be vulnerable to climate change. The sub-alpine vegetations in regions around Mount Jiri and Mount Seorak are predicted to shift the dominance toward Quercus mongolica and Pinus densiflora communities. In the identified vulnerable areas centering the southern and eastern coastal regions, about 8.27% of the Pinus densiflora communities is likely to shift to sub-tropical forest communities, and 3.38% of the Quercus mongolica communities is likely to shift toward Quercus acutissima communities. In the vulnerable areas scattered throughout the country, about 8.84% of the Quercus mongolica communities is likely to shift toward Pinus densiflora communities due to the effects of climate change. The study findings concluded that challenges associated with predicting the future climate using RCM and the assessment of the future vulnerabilities of forest vegetations to climate change are significant.

Mode Choice Models for Freight Transportation Using SP Data (SP자료를 이용한 화물수송수단 선택모형의 개발 -컨테이너 내륙운송을 중심으로-)

  • 하원익;남기찬
    • Journal of Korean Society of Transportation
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    • v.14 no.1
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    • pp.81-99
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    • 1996
  • This study aims to assess the potential competition among road, rail, and coastal transport under various scenarios concerning the future inland container transport systems in Pusan-KyungIn corridor. For this SP approaches are adopted to collect data from shippers and carriers, and multinomial logit models are estimated at disaggragate level. The results of the analysis indicate that the SP data are reliable, and that the mode choice models estimated are valid. The results also indicate that the most effective policy to divert the freight volume from road to other modes is to reduce freight rates for the railway, and is to transport time for the coastal water with improved reliability.

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A Study on the Economic Activities of Marginal Labor Force (한계노동력 경제활동참가 형태에 대한 연구)

  • Yun, Heesuk
    • KDI Journal of Economic Policy
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    • v.27 no.2
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    • pp.155-203
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    • 2005
  • This paper intends to provide information about whichgroups should receive particular attention from policies aimed at raising participation and employment. A detailed portrait of the diversity of non-employment is presented with description of the extent the under-represented groups stayed in situations of labor inactivity. Also, once in employment, how these groups move from one sector to another is a main interest in the analysis. Using longitudinal data (1998-2002) constructed from 'the economically active population survey', I followed individuals over a five-year period and analyzed how frequently inactive persons enter the labor market and how they change industries and statuses.

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Factors affecting the choice of procurement pattern on SME (중소기업 구매 패턴 선택에 영향을 미치는 요인)

  • Jeong, Young-Tae;Noh, Seong-Ho;Lee, Jae-Kwang;Kim, Min-Kyung
    • Proceedings of the Korea Database Society Conference
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    • 2008.05a
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    • pp.293-299
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    • 2008
  • The researches on the factors of the procurement path choices have been increased since e-procurement, a new procurement fashion, is introduced. The previous researches have not much been interested in off-line procurement paths nor the domestic small and medium enterprises (SME). In this paper, the factors of the e-procurement and off-line procurement in the domestic SME are investigated. Some independent factors are derived based on the previous works, and among them the factors are discriminated by multinomial logit analysis.

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An Analysis on Consumers' Preference of Agricultural Products Cultivated from Plants Factory System (식물공장 농산물에 대한 소비자 선호속성 탐색)

  • Kim, Yean-Jung;Kim, Bae-Sung
    • Journal of the Korea Academia-Industrial cooperation Society
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    • v.13 no.11
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    • pp.5052-5059
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    • 2012
  • This study was carried out to find consumers' attributes and willingness to pay(WTP) of agricultural products cultivated from plants factory system. The agricultural products were sorted into lettuce, strawberry, Ligularia fischeri(wild edible greens), and ginseng. We made the questionaires to survey consumers' purchasing attributes and preference of agricultural products. Finally, 200 valid replies were selected to analyze consumers' attributes and to estimate marginal willingness to pay. We used conjoint analysis and multinomial logit model for empirical analysis. MWTPs of commodities are estimated as follows; Lettuce is 1,016KW(100g), Strawberry is 6,014KW(2kg), Ligularia fischeri is 3,652KW(100g), and Ginseng is 5,905KW(100g). Several attributes of consumers' purchasing behavior were identified from this study. We suggested several implications to formulate more appropriate policy of plants factory system.