• Title/Summary/Keyword: 전환회귀분석

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A Study on the Influence Factor Relationship of the Railway Tourism Policy for Job Satisfaction (철도관광정책 직무만족도 영향요인 연계성 분석)

  • Kim, Jung-Phyung
    • Journal of the Korean Society for Railway
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    • v.18 no.4
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    • pp.391-400
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    • 2015
  • This research used a survey of 350 staff members working at Korail with the purpose of analyzing influence factors for the railway tourism policy for job satisfaction; results were presented for the proposed factor. First, we selected the influence factor through precedent research related to the railway tourism policy. Second, the selected influence factor and the extent of satisfaction were used to determine whether or not any kind of difference existed according to individual attributes of the railway employees. Finally, we analyzed what the influence factor was between the category factor and the sub-category factor. In conclusion, it was found that government subsidy had a meaningful correlation with infrastructure expansion and the improvement of the railway business as it is connected to tourism efficiency. Human resources have a meaningful correlation with the needs of educational institutions and the retaining of talent. Railway tourism production has a meaningful correlation with railway tour production as it is conducted to satisfy tourists and the consortium. The shift of viewpoint has a meaningful correlation with the escape from the peace-at-any price principle and demand forecasting.

Evaluation of Network Reshuffling Alternatives Based on Key Factors Affecting the Mode Share of Seoul Metro (서울시 도시철도 이용에 영향을 미치는 요소를 반영한 노선 조정 효과 분석)

  • Jo, Dohyoung;Sohn, Keemin;Kim, Daehyun;Kim, Ikki
    • KSCE Journal of Civil and Environmental Engineering Research
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    • v.26 no.6D
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    • pp.935-943
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    • 2006
  • Key factors affecting the mode share of Soul metro are investigated. The log-regression model, which can describe the elasticity of the factors with ease, is established rather than the conventional mode choice model is used. The log-regression model requires lower level of data availability for calibration and identifies the impact of the factors on mode share straightforwardly. As a result, it is found that the main reasons why the current mode share of railway is low are due to several problems such as winding lines, inconvenient transfers and unnecessary bypasses. The calibrated model is adopted to evaluate the network reshuffling alternatives. The network reshuffling is to rearrange the existing inefficient railway lines that have frequent transfers and many winding segments. The proposed network reshuffling, which includes straightening winding lines and changing grade separated transfers into cross-platform transfers, turned out to be a good measure to tackle the problems.

A Study on the Nonlinear Relationship between CO2 Emissions and Economic Growth : Empirical Evidence with the STAR Model (비선형 STAR 모형을 이용한 이산화탄소 배출량과 경제성장 간의 관계 분석)

  • Kim, Seiwan;Lee, Kihoon
    • Environmental and Resource Economics Review
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    • v.17 no.1
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    • pp.3-22
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    • 2008
  • We study nonlinearities of $CO_2$ emissions and economic growth m Korea using the Smooth Transition Autoregressive (or STAR) model. We find evidence for nonlinearities and cyclical regime changes of both time series. In the extended nonlinear empirical work, we characterize dynamic properties of the two time series and then find mutually significant Granger causality between $CO_2$ emissions and economic growth. All these empirical evidences together reinforce long standing concern that economy-wide restrictions on $CO_2$ emissions would hurt economic growth for Korean styled medium industrialized countries.

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Analyzing the Impacts of Climate Change on Forest Composition in Korea (산림의 임상구조 결정요인 분석과 기후변화에 따른 임상구조 변화 예측)

  • Lee, Honglim;Kwon, Oh Sang
    • Environmental and Resource Economics Review
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    • v.26 no.2
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    • pp.229-255
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    • 2017
  • This study empirically estimates the impacts of climate change on forest composition in Korea using a fractional data regression model, and forecasts the change in forest composition in the 2040s and 2090s based on the IPCC climate change scenarios. Unlike the forest science studies that incorporate mostly only ecological variables as the determinants of forest composition, we take into account regional level socio-economic and forest management variables as well. Our estimation results found that not only environmental factors but also socio-economic and forest management related factors strongly affect the composition of Korean forest. Based on the estimation results and IPCC scenarios on climate change, we predict that the share of currently dominant coniferous forest will decline in the future under all scenarios. About 10% of total forest area is likely to be converted from coniferous forest into broadleaved forest until 2090s under the scenario RCP 8.5. It is also predicted that there will be a substantial regional variation in the effects of climate change on forest composition, and the coniferous forests in the inland regions will decline more dramatically.

The Effectiveness Analysis on the Joint Use of Bulk Cement Car (벌크시멘트차 공동사용 효과 분석)

  • Kim, Kyoung-Tae;Lee, Jin-Sun
    • Journal of the Korean Society for Railway
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    • v.15 no.4
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    • pp.388-393
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    • 2012
  • Recently, various attempts are made to increase the efficiency of railway freight transport including bulk cement, the most important transport item of railway transport market. The major seven cement companies have started common use of private bulk cement car since April 2008 for the efficiency of railway freight transport. At that time, major seven cement companies owned 75% of whole bulk cement car. Railway companies forecasted that this project will decrease the amount of cost and transport time of freight car. With these data, it analyzed the effectiveness of the joint use of freight car on actual used data.

Factors Affecting the Intention to use the Favorite Channel Function: Focusing on Innate Innovativeness and Perceived Characteristics of Innovation, Viewing Behavior, and Social Influence (TV 북마킹으로서 TV 선호채널 설정기능 이용의도에 영향을 미치는 요인: 개혁성, 개혁의 특성, 시청행태 및 사회적 영향을 중심으로)

  • Lim, Hong-Gab;Chang, Byeng-Hee;Nam, Sang-Hyun;Baek, Sang-Ki
    • Korean journal of communication and information
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    • v.58
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    • pp.154-177
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    • 2012
  • Considering the growing importance of TV favorite channel setting function due to the rapid increase of number of TV channels, this study tried to find factors which affect the attitude toward and intention to use the favorite channel setting function. As related theories, this study used theory of diffusion of innovation, channel repertoire, channel changing behaviors, and social influences and suggested research hypotheses and questions based on the theories. After collecting data through online survey of 192 general audience, this study empirically analyzed the data by using multiple regression analysis. The result showed that innate innovativeness, relative advantage and social critical mass affected attitude toward using the favorite channel setting function and that compatibility, visibility, social critical mass influenced intention to use the function.

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Training Effects on Wage and Employment Security by the Non-Standard Worker Types (비정규직 유형별 교육훈련의 임금 및 고용안정성 효과)

  • Kang, Soonhie;Ahn, Junki
    • Journal of Labour Economics
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    • v.36 no.1
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    • pp.63-91
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    • 2013
  • This paper analysed the training effects on wage and employment security by the non-standard worker types by using Economically Active Population Additional Survey data. Through propensity score matching method, we found that the regular workers' training effect on wage was 4.2%, that was very higher than 2.7% of fixed-term workers. Logistic regression analysis showed that the training participation itself did not affect on the regular workers' regular position continuance, but training duration affected. Just in fixed-term workers among non-standard workers, both of training participation and training duration affected the transition from non-standard position to regular position. The result that both training effects on wage and on employment were positive just in the fixed-term workers might be interpreted owing to the clear employment contract relation between employer and employees.

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A Study on the Factors Affecting Diffusion of Open Source Software (공개소프트웨어 도입 및 확산의 영향요인 연구)

  • Kwon, Moon Ju;Park, Seong-Taek;Kim, Tae Ung
    • Journal of Digital Convergence
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    • v.10 no.11
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    • pp.225-234
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    • 2012
  • OSS(Open source software) pursues the freedom to have access to open source and offers several advantages, over the proprietary software, to enterprises. Based upon Rogers(1995)' innovation-diffusion process, we assume that attributes of innovations includes five characteristics of innovations: relative advantage, compatibility, complexity, trialability, and observability, and that firms' perceptions of these characteristics predict the rate of adoption of OSS. To test this hypothesis, we presents a survey result from 201 companies and institutions concerning the use of OSS. Statistical analysis shows that adoption is highly correlated with each of those characteristics of innovations, but the regression analysis indicates that only compatibility and observability have effects on the adoption of OSS. This implies that intrinsic value of OSS is important, but unless the appropriate service package for improving IT environment is provided, it is not easy to change the perspective of corporate customers more favorable toward OSS use. As a conclusion, the academic and practical implications are also discussed.

A Study on the Management of Auto-camping in National Parks through Survey of Visitors to Auto-campground (오토캠핑장 이용실태 분석을 통한 국립공원 내 오토캠핑 관리 방안)

  • Cho, Woo;Sung, Chan Yong
    • Korean Journal of Environment and Ecology
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    • v.30 no.3
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    • pp.406-414
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    • 2016
  • This study examined the factors by which people choose auto-camping as their primary leisure activity after conducting a questionnaire survey of the visitors to the Chiaksan national park Guryong auto-campground. The majority of the visitors were employed (60%) in their 30s and 40s (85%) with relatively high education (88% of which had bachelor's degree or higher) and income levels (87% of which had family income greater than KRW30 million). Most visitors were family group visitors (82%), and for many visitors, auto-camping appeared to be their primary leisure activity as 24% of the respondents said that they visited auto-campground more than 10 times a year. Only 18% of the visitors had auto-camped for longer than 5 years, indicating that auto-camping is a relatively new leisure activity that has become popular in recent times. Factor analysis with 19 items that measured the degree of agreement on the relative advantages of auto-camping extracted four latent factors that affected the selection of auto-camping as a leisure activity: factor 1 (refreshment through contact with nature), factor 2 (novelty and a sense of accomplishment), factor 3 (convenience), and factor 4 (entertainment). Results of regression analysis that examined the effects of the four extracted factors on the visitors' level of satisfaction on auto-camping (measured by the number of visits to auto-campgrounds per year) indicated that 'refreshment through contact with nature' was the most critical factor when deciding to select auto-camping as their leisure activity. 'Novelty and a sense of accomplishment' and 'convenience' were also statistically significant -but to a lesser degree, whereas 'entertainment' did not statistically significantly affect the visitors' decision. These results suggest that, for designing and managing auto-campgrounds, it is more important to preserve the surrounding nature than to provide more facilities for campers' convenience and entertainment.

DIAGNOSIS OF EARLY CARIES WITH DYE-ENHANCED LASER FLUORESCENCE (레이저 형광과 광활성제를 이용한 초기 우식증의 진단)

  • Lee, Sang-Ho;Han, Kuk-Jae;Lee, Chang-Seop
    • Journal of the korean academy of Pediatric Dentistry
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    • v.30 no.1
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    • pp.1-9
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    • 2003
  • To evaluate the quantitative nature of laser fluorescence(LF) and dye-enhanced laser fluorescence(DELF) on early enamel caries, artificial caries were induced on the bovine enamels and argon laser was irradiated on the surfaces of lesions. Fluorescence radiance from enamel specimen was recorded with CCD camera which was connected to PC image analyzing system. The difference of fluorescence of radiance(DFR) between the carious and the sound enamel in each sample of the LF and the DELF groups were measured by image analyzing program. The DFR of lesion surfaces measured with laser fluorescence and lesion depths were evaluated and the results are as follows: The caries lesions were discriminated from sound enamels by the darkness with LF and by the brightness with DELF. The DELF was more sensitive than the LF at the earlier stage of demineralization.

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