• Title/Summary/Keyword: ordered probit

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Important significant factors of health-related quality of life(EQ-5D) by age group in Korea based on KNHANES(2014) (한국인의 연령대에 따른 건강관련 삶의 질(EQ-5D)에 대한 주요 요인 분석)

  • Oh, Hyun Sook
    • Journal of the Korean Data and Information Science Society
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    • v.28 no.3
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    • pp.573-584
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    • 2017
  • The main purpose of this study is to investigate the important impacting factors of health-related quality of life (HRQOL) by different age groups. The subjects of this study were 5,976 adults over 19 based on data from the 2014 Korea National Health and Nutrition Examination Survey and EQ-5D index score was used for the measurement of HRQOL. Three age groups were considered of young (19-39), middle (40-65), and old (over 66) and for each age group Bayesian ordered probit model analysis was fitted to identify significant factors and their effects on HRQOL. Sex, subjective awareness of health, stress and diseases have been identified to be common important factors for all age groups. HRQOL of women is more likely to be lower than that of men. Subjective awareness of health affect positively but stress and diseases affect negatively on HRQOL. For middle age group, occupational activities have been found to be important positive factors on HRQOL. On the other hand, obesity is more important factor influencing on HRQOL negatively and frequent walking is recommended for old age group.

Determinants of English Ability among Korean and Other Asian Immigrants in the US (미국에 거주하는 한국인과 아시아인들의 영어사용능력 결정요인에 관한 연구)

  • 이성우;민성희;김성수
    • Korea journal of population studies
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    • v.24 no.2
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    • pp.255-286
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    • 2001
  • The development of language skills among immigrants is important for their economic adjustment in their host societies since language is an important dimension of the skill levels of immigrants relevant for the labor markets of the host countries. Moreover, language plays a key role in the social adjustment of immigrants and in the social and political cohesion particularly in the society like the US that has diverse racial and ethnic groups. The main purposes of the present study are to analyze the determinants of English abilities of Korean and other Asian immigrants in the US. The present study utilizes the Public Use Microdata Sample (PUMS, S, 5%) in the US. We adopted the ordered probit technique to analyze qualitative differences of English ability. The study found that English fluency increases with a longer duration in the US, the presence of children in the household, living in an area in which a smaller proportion speak ones mother tongue, a younger age at immigration, a higher level of schooling. However, there are marked variations in levels of English proficiency among Asian immigrants.

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Predicting Peer Rejection of Middle-school Students with Ordered Probit Analysis (중학생 또래따돌림('왕따')의 예측요인)

  • Lee, Sang-Gyun
    • Korean Journal of Social Welfare
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    • v.37
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    • pp.357-379
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    • 1999
  • In recent years, the subject of peer rejection in school settings has received increased attention in the massmedia and counseling literature. This study focused on the effect of individual and environmental factors on peer rejection. Dependent variable was the number of perpetrating peer rejection and independent variables were psychological, behavioral, familial factors, exposure of peer rejection and perception about school policies. Ordered Probit model was employed because of the nature of limited dependent variable. The data were collected from 714 middle-school student in Seoul. Major findings were as follows. First of all, the adolescents who has aggression and problematic behaviors in school were more likely to participate in peer rejection. Second, negative parent-children relationships and the family structure didn't have significant effects on peer rejection. And there were not a significant effect of attitude toward academic value and academic achievement on peer rejection. Third, environmental risk factors such as negative peer relationship and the exposure to rejection had a significant increasing effect on peer rejection. But consistent school policies didn't have a significant effect. In conclusion, this study confirmed that peer rejection in school settings was affected by school environment such as negative-peer relationship, and exposure to rejection. Therefore, comprehesive and systematic intervention programs should be required to ensure that all the pupils at school have a right to learn in a safe and fear-free environment.

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Determinants of Residence Intention and Its Policy Implications in Urban-Rural Complex Area : Focusing on the Endogeneity Between Regional Identity and Residence Intention (도농복합시 거주민의 거주의향 결정요인과 그 시사점 : 지역정체성과 거주의향 간의 내생성을 중심으로)

  • Yi, Hyang-Mi
    • Journal of the Korea Academia-Industrial cooperation Society
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    • v.20 no.8
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    • pp.610-617
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    • 2019
  • The urban-rural complex area in Korea has a distinctive spatial structure where the urban area and rural area coexist. Therefore, in order to cope with the over-depopulation in the rural region of the urban-rural complex area, it is necessary to explore various policies that can prevent the existing residents from leaving, and in fact support them to remain where they currently reside. In this context, this current study analyzed the factors affecting the existing residents' continuous intention to remain by employing the '2017 Chuncheon City Social Survey' as a countermeasure for the over-depopulation of the rural region in the urban-rural complex area. Especially, since a regional identity is determined endogenously, this study used a simultaneous bivariate ordered probit model with giving consideration to the endogenous relationship between a regional identity and a regional residents' intentions. As a result, it was found on analysis that the regional residential intention was higher as the regional identity was stronger. Furthermore, the regional identity was stronger as a householders' age and residence period were longer, and also as the residents were satisfied with their work leisure and life residence balance. It was also found that the residents' intention was higher as the residents' satisfaction with the local medical service and their work was increased. Thus, supporting policy is needed that can provide appropriate quality-of-life services in a timely manner, but only after identifying the demand for these services by the rural residents in the urban-rural complex area.

An Analysis on the Preference and Use-Demand Forecasting of Bus Information (버스정보의 선호도 및 이용수요 예측에 관한 연구)

  • Lee, Won Gyu;Jung, Hun Young
    • KSCE Journal of Civil and Environmental Engineering Research
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    • v.28 no.6D
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    • pp.791-799
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    • 2008
  • To build the system which has high utilization and usefulness for users, it is necessary to know the information type and use-demand that the use want. The purpose of this study is to forecast the preference and demand of utilization for bus information when bus information is offered through cellular phon. The accomplishments of this research are as follow : Firstly, importance on the level of individual factor and the value of change's figure can be evaluated, using preference analysis on bus information by conjoint analysis. Secondly, by establishing the use-demand model bus information using binary logit model, influence factor on whether or not the use of the user. Finally, ordered probit model was built by use behavior model in payment per call or per month of potential user of bus information. Through call times and sensitive analysis by payment methods, elasticity point, optimal payment fee, and use probability was analyzed. This study make application as basic to efficient bus information policy and to improve use rate of bus information in future because this study make it possible to get preference analysis, use-demand analysis and estimation of optimal payment fee which is reflecting various requirement in use of bus information user.

The Empirical Study on the Existence of the Opinion Shopping (감사의견구매의 존재에 관한 실증적 연구)

  • Shin, Chan-Hyu
    • Journal of Digital Convergence
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    • v.18 no.9
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    • pp.93-101
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    • 2020
  • Although concerns about the opinion shopping have been continuously raised in the audit market, there has been little research on empirical evidence on the existence of audit opinions. For this reason, this study empirically confirmed whether the opinion shopping exists. At first, we measured thresholds of audit opinion issuing of two groups(changed or not-changed auditors). After that, the difference analysis was conducted to verify whether the thresholds of the audit opinion issuing was significant difference between two groups. As a result of the study, there was no significant difference in the thresholds of audit opinion issuing between two groups. This result can be interpreted that the audit opinion shopping is not a general phenomenon in the external audit market. The contribution of this study is to empirically confirmed that audit opinion shopping does not exist in the external audit market.

A Study of the Health Status of a Husband and Wife Related to Paid and Unpaid Work and Family Characteristics for the Dual-earner Household with Respect to Job Satisfaction and Reciprocity (맞벌이 가구에서 직업, 가사노동과 가족 특성이 남편과 부인의 건강상태에 미치는 영향 연구 -직무만족과 호혜성을 중심으로-)

  • You, So-Ye
    • The Korean Journal of Community Living Science
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    • v.19 no.4
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    • pp.509-518
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    • 2008
  • The purpose of this study was to explore how job characteristics, housework factors (reciprocity) and family characteristics influence the health status of a husband and wife. To do this, the study used the ordered probit estimation model. The results of this study were as follows: the status of the husband's health was perceived to be slightly better than that of the wife. age, the husband's job satisfaction and wife's future job prospects were found to impact upon the health status of both the husband and the wife. In addition, the health of the husband was found to be significantly influenced by household income and his wife's perceived fairness of housework. On the other hand, the influencing factors upon the health status of the wife were her education, child caring responsibilities, her husband's future job prospects, as well as the flexibility of her work schedule and hours of work.

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Determinants of Demand for Residential Settlement in Rural Society Based on Depopulation Classification (과소화유형에 따른 농촌사회 정주수요 분석)

  • Lee, Hee-Chan;Kim, Hyun
    • Journal of Korean Society of Rural Planning
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    • v.15 no.1
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    • pp.61-71
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    • 2009
  • The objective of this research was to analyze the determinants of demand for residential settlements in rural societies. A significant aspect of the demand analysis was to consider depopulation classification as a moderating variable with a view to its role as an essential dividing factor of socioeconomic characteristics and physical environments of the areas of concern. The data collection for analysis was divided according to types of depopulation into the three categories of less developed, stagnated, and developed areas. For the cause and effect analysis between the residential demand and factors of settlement, the ordered probit model was applied. Significant determinants of settlement demand unfolded according to depopulation types. In the case of less developed areas, residential demand was affected significantly by the factors of daily life convenience and public facilities. Key settlement demand determinants of stagnated regions included the aspects of basic natural environment, daily life convenience and education. Meanwhile, key settlement demand determinants for developed areas included education and agriculture economic aspects. The importance-performance analysis was also applied to a set of settlement characteristics of rural communities to figure out the settlement factors requiring urgent endeavor to improve.

The effects of dominating large shareholders and foreign blockholders on the Korean firms' credit ratings (한국기업에서 지배대주주와 외국인주주가 신용등급에 미치는 영향)

  • Kim, Choong-Hwan;Gong, Jaisik
    • Journal of the Korea Academia-Industrial cooperation Society
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    • v.15 no.1
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    • pp.129-136
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    • 2014
  • This paper examines the effects of dominating large shareholders and foreign blockholders on credit ratings. An effective governance mechanism is expected to lead to higher credit ratings through its impact on default risk of the firm. Our results show that dominating large shareholders have an adverse impact on credit ratings of domestic firms on the level of its statistical significance. Foreign shareholders are positively associated with credit ratings, contributing to the higher credit worthness of domestic firms.

A Study on Factors that Influence Traffic Accident Severity in Road Surface Freezing (결빙구간의 교통사고 심각도 영향 요인 연구)

  • Lee, Sang Jun
    • Journal of the Korean Society of Safety
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    • v.32 no.6
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    • pp.150-156
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    • 2017
  • A frozen road surface increases traffic accidents during the winter season. Hence, information on easily-frozen road sections and their specificities are required to prevent traffic accidents. Frozen road surfaces are determined by equipment measuring road surface temperatures. However, there are limitations in investigating the entire road network. Therefore, it is imperative to develop new methods that effectively determine road surface freezing risks. Meteorologically, road surfaces are frozen when the actual temperature cools down to the dew point temperature. Under this condition, there is likely to be frost if relative humidity reaches 100% and frozen road surfaces as the temperature gets lower. Meteorological characteristics give us an alternative to a direct measurement road surface temperature to estimate risks of road surface freezing. Based on the clues, the relationship between severity of traffic accidents and temperature changes is empirically investigated using Paju weather data. The results reveal that as the temperature gets lower and changes in current temperature are relatively small, the severity of traffic accidents become higher. In addition, the same is true when the difference between current temperature and the dew point temperature is relatively small, as it increases possibilities of road surface freezing. Future studies must investigate how current temperature and the dew point temperature affect road surface freezing and thereby establish a time-space scope to estimate possible road surface freezing sections using only weather and road material type data. This would provide invaluable information for predicting and preventing frozen road accidents based on weather patterns.