• Title/Summary/Keyword: The Panel Data Model

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Housing Characteristics of the Youth and their Determinants in Capital and Non-Capital City Regions (수도권 및 비수도권 청년층의 주거특성 및 주거특성에 미치는 영향요인 분석)

  • Hwang, Kwanghoon
    • Land and Housing Review
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    • v.13 no.3
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    • pp.21-38
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    • 2022
  • In this study, the housing-related characteristics of the youth are reviewed using data from the 4th - 14th Youth Panel Survey(YP2007) of the Korea Employment Information Service in the period 2010 - 2020. The factors that affect the characteristics of their dwelling are analysed. As a result, males, highly educated, and employed people are more likely to live in their own homes and apartments, but many of them seem to be living with their parents. On the contrary, economically independent young people tend to occupy their dwellings in the form of jeonsei/monthly rent and live in multi-family units, villas, and officetel. To support the youth in overcoming their key issues such as housing affordability, jobs, and marriage, so that they can play their roles, the cost of homeownership and rent should be tailored to their economic situations.

The Factors of Participating in a Smoking Cessation Program using Integrated Method of Decision Tree and Neural Network Algorithm (인공신경망 분석과 결정트리 융합에 의한 금연 프로그램 참여 결정 요인)

  • Byeon, Haewon
    • Journal of the Korea Convergence Society
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    • v.6 no.2
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    • pp.25-30
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    • 2015
  • The purpose of this study was to analyze the factors that affects the participating in a smoking cessation program. Data were from the A Study on the Seoul Welfare Panel Study 2010. Subjects were 1,326 smokers aged 19 and older living in the community. Dependent variable was defined as experience of smoking cessation. Explanatory variables were included as age, gender, level of education, employment status, household income, marital status, drinking, self-reported health status, depression, disease, and physical activity. A prediction model was developed by the use of a Decision Tree and Neural Network Algorithm. In the Prediction model, self reported health status, disease, income, household income were significantly associated with participating in a smoking cessation program. Based this study, systematic education and development of programs are required.

Analysis of the Effect of Economic Growth of China's Fiscal Decentralization (재정분권화가 중국 경제성장에 미친 영향 분석)

  • Choi, Won Ick
    • International Area Studies Review
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    • v.14 no.3
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    • pp.157-177
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    • 2010
  • This study analyzes the effect of fiscal decentralization on economic growth by using each province city's panel data of China from 1985 to 2008. By using Recently developed fiscal decentralization index and autonomy of local government quantified this study finds the following conclusions. The increase of inflation rate affects positive effect on Chinese economy. This is the trade-off relationship with the growth of Chinese economy by the Phillips Curve theory. So this suggests the instability of Chinese economy. The affiliation of WTO of China shows positive effect on Chinese economy. This can be translated as the real evidence about free trade theory of Classical School. Expenditure decentralization in China led to economic growth and revenue decentralization also affected positively although it was not as much as expenditure decentralization's effect. Central tax and local tax negatively influenced economic growth; and differently from our expectation, local government autonomy quantified was not relevant to economic growth.

Effects of Risk Information Seeking and Processing on MERS Preventive Behaviors and Moderating Roles of SNS Use during 2015 MERS Outbreak in Korea (메르스 관련 위험정보 탐색과 처리가 메르스 예방행동에 미치는 영향 위험정보 탐색처리 모형의 확장과 SNS 이용 정도에 따른 조절효과를 중심으로)

  • Seo, Mihye
    • Korean journal of communication and information
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    • v.78
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    • pp.116-140
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    • 2016
  • The present study examined the factors influencing individuals' risk information seeking and processing using the case of 2015 MERS outbreak in Korea. Analyses of two-wave online panel data demonstrated that perceived risk, negative affect, subjective norm, and information insufficiency predicted the risk information seeking/avoiding as well as information processing mode, which validates the Risk Information Seeking and Processing(RISP) model. More importantly, this study found new evidence that information seeking and systematic processing promoted MERS preventive behaviors. In addition, active SNS use moderated the link between perceived risk and negative affects about MERS crisis as well as the relationship between social normative pressure and to seek the risk related information.

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An Analysis on Effect of Socio-Economic Factors on the Subjective Life Satisfaction of Women (경제⋅사회적 요인이 여성의 생활만족도에 미치는 영향)

  • Woo, Jae Young
    • Journal of Agricultural Extension & Community Development
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    • v.20 no.2
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    • pp.555-585
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    • 2013
  • This study aims to analyze affecting factors on life satisfaction level of the women and partial effects using Ordered Logit Model. For this purpose, socio-economic factors are selected as major independent factors. And the data used was from the third 'Korea Welfare Panel Study'. Analysis shows that social life factors such as the satisfaction of leisure activities, social relationships, family member communication, and positive attitude to life had positive effects with the life satisfaction level of the women. However, economic factors such as home ownership, disposable income had a lower positive impact compared to social life factors. While, satisfaction level of women is negatively related with family member discordance, and classified low-income families. On the basis of these results, government should pay more attention to improve facilities and software that could meet women's needs of social life satisfaction.

Effect of Fitness between Organizational Innovation and HRM Type on Performance (조직의 혁신방향과 인적자원관리의 기능별 전략 간의 적합성이 성과에 미치는 영향)

  • Kim, Jinhee
    • The Journal of the Convergence on Culture Technology
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    • v.5 no.1
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    • pp.21-26
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    • 2019
  • This paper examines effect of fitness between innovation and HRM type on firm performance(quality competitiveness, operating profit). Data were extracted from the Korea Labor Institute's workplace panel survey(WPS) from 2015, and the analysis used 3,431 companies. To test the research model, analysis of variance(ANOVA). The model shows that full-innovation/commitment HRM type companies were significantly higher quality competitiveness, and operating profit than other companies. And low-level innovation/control HRM type companies were significantly lower quality competitiveness and operating profit than other companies.

A Study on Effects of Youth Householder's Assets on Life Satisfaction : Test of a Mediating Effect of Depression (청년 가구주의 자산수준이 삶의 만족도에 미치는 영향 : 우울감의 매개효과 검증)

  • Kang, Sion;Han, Chang-Keun
    • Korean Journal of Social Welfare Studies
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    • v.49 no.4
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    • pp.195-220
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    • 2018
  • This study aims to examine the extent to which youth householder's assets influence life satisfaction and whether depression mediates the relationship between assets and life satisfaction among youth householders. Using the 7th~11th panel data from the KOWEPS, this study employed fixed-effect model and Sobel-test to test the mediating effects. Key findings are as follows: First, this study found positive impacts of youth householder's assets on life satisfaction. Second, the effects of assets on life satisfaction were found to be mediated by depression of youth householders. These findings suggest that asset-based policies targeting youth should be expanded in Korea. This study concludes with several policy implications for development of more inclusive asset-based policies for youth.

The Effect of Gender on Catastrophic Health Expenditure in South Korea: Gender-Based Approach by Subgroup Analysis (개인의 성별이 재난적 의료비 지출 여부에 미치는 영향: 세부집단분석을 통한 젠더적 접근)

  • Kim, Yeonsoo;Kim, Hyeyun
    • Health Policy and Management
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    • v.28 no.4
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    • pp.369-377
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    • 2018
  • Background: Catastrophic health expenditure (CHE) occurs when medical expenditure of a household passes over a certain ratio of household income. This research studied the effect of gender on CHE based on Korea Health Panel data. Methods: This study implemented binary logistic regression model to figure out whether gender affects CHE and how different gender groups show pattern of CHE process. With gender, age, marital status, income level, economic activity, membership of private insurance, existence of chronic disease, and self-rated health were included in the model. Results: Results showed that females faced CHE 1.5 times more than males (odds ratio, 1.241). Also, main determinants of CHE in female groups were marital status, while age and economic activity status were significant in male groups. Subgroup analysis displayed that married female under 35 years old are located in intersectionality of CHE including pregnancy and delivery, multiple health risk behaviors, mental stress, and relatively vulnerable social status due to lower income. Meanwhile, both gender above 50 years old faced remarkably high chance of CHE, which seems to be caused by complex health risk behaviors and chronic diseases. Conclusion: Such results implied not only that gender is an important determinant of CHE, but also other determinants of CHE differ according to gender, which suggests a necessity of gender-based CHE support and rescue policy.

Uncertainty of Simulated Paddy Rice Yield using LARS-WG Derived Climate Data in the Geumho River Basin, Korea (LARS-WG 기후자료를 이용한 금호강 유역 모의발생 벼 생산량의 불확실성)

  • Nkomozepi, Temba D.;Chung, Sang-Ok
    • Journal of The Korean Society of Agricultural Engineers
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    • v.55 no.4
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    • pp.55-63
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    • 2013
  • This study investigates the trends and uncertainty of the impacts of climate change on paddy rice production in the Geumho river basin. The Long Ashton Research Station stochastic Weather Generator (LARS-WG) was used to derive future climate data for the Geumho river basin from 15 General Circulation models (GCMs) for 3 Special Report on Emissions Scenarios (SRES) (A2, A1B and B1) included in the Intergovernmental Panel on Climate Change (IPCC) 4th assessment report. The Food and Agricultural Organization (FAO) AquaCrop, a water-driven crop model, was statistically calibrated for the 1982 to 2010 climate. The index of agreement (IoA), prediction efficiency ($R^2$), percent bias (PBIAS), root mean square error (RMSE) and a visual technique were used to evaluate the adjusted AquaCrop simulated yield values. The adjusted simulated yields showed RMSE, NSE, IoA and PBIAS of 0.40, 0.26, 0.76 and 0.59 respectively. The 5, 9 and 15 year central moving averages showed $R^2$ of 0.78, 0.90 and 0.96 respectively after adjustment. AquaCrop was run for the 2020s (2011-2030), 2050s (2046-2065) and 2090s (2080-2099). Climate change projections for Geumho river basin generally indicate a hotter and wetter future climate with maximum increase in the annual temperature of $4.5^{\circ}C$ in the 2090s A1B, as well as maximum increase in the rainfall of 45 % in the 2090s A2. The means (and ranges) of paddy rice yields are projected to increase by 21 % (17-25 %), 34 % (27-42 %) and 43 % (31-54 %) for the 2020s, 2050s and 2090s, respectively. The A1B shows the largest rice yield uncertainty in all time slices with standard deviation of 0.148, 0.189 and $0.173t{\cdot}ha^{-1}$ for the 2020s, 2050s and 2090s, respectively.

Recipient Countries' Financial Development and the Effectiveness of ODA (금융시장발전과 공적개발원조의 효과성: 양자간·다자간 원조를 중심으로)

  • Ahn, Hyeonmi;Park, Danbee
    • The Journal of Industrial Distribution & Business
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    • v.10 no.1
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    • pp.69-76
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    • 2019
  • Purpose - The purpose of this paper is to empirically investigate the effectiveness of Offcial Development Assistance (ODA) in recipient countries' economy. ODA is designed to mitigate poverty and stimulate economic growth in the developing countries. We classify total ODA into bilateral ODA and multilateral ODA depending on the number of donor countries. If the ODA flows from one donor country to one recipient country, it is classified as bilateral ODA. If the multiple countries simultaneously become donor countries through the international organizations such as United Nations and World Bank, it is classified as multilateral ODA. This paper compares the effect of bilateral ODA and multilateral ODA in determining recipient countries' economic development, and tries to provide policy implications to Korean ODA. Research design, data, and methodology - Our primary explanatory variables are bilateral and multilateral ODA. Private credit in recipient countries is adopted as additional explanatory variables to capture the level of financial development in recipient countries. We measure the ODA effectiveness using economic growth and quality of life of the recipient countries as the dependent variable. We collect 142 recipient countries' data from OECD statistics, during the period from 1970-2014. Panel least squares estimation with country fixed effect is employed as the empirical model. Results - Our results support that ODA variable has a negatively significant impact on recipient countries' economic growth, while it is positively correlated with human development index. Recipient countries' private credit is positively correlated with economic growth and human development index. The interaction variable of ODA and financial development turns out to be significant in general. We find that the positive effect of ODA depends on recipient countries' financial market development and this effect is stronger in multilateral aid than bilateral one. Conclusions - From the analysis, we have confirmed that the recipient countries financial development is the necessity condition to achieve positive effect of ODA. Based on these results, we suggest that Korean government should increase the share of multilateral funding and pay attention to recipient countries' financial market development to maximize the effectiveness of ODA.