• Title/Summary/Keyword: logit analysis

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An Empirical Analysis of the Characteristics of Acquiring Manufacturing Firms in Korea : The Focus on Environmental Factors and Firm Performance (합병한 국내 제조기업들의 특징에 관한 실증적 연구 : 환경적 요인과 기업성과를 중심으로)

  • Lee, Younsuk;Park, Soohoon
    • Korean Management Science Review
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    • v.32 no.2
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    • pp.91-109
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    • 2015
  • The M&A of firms has been emerged as the effective means of fast diversification and growth in dynamic environment. However, the empirical research about M&A in Korea has not been implemented rich due to the difficulty of obtaining M&A data. In this research, we empirically investigate the relationships among M&A, environment and firms' performance focused on Korean manufacturing firms, understanding the current practice of M&A in Korea. We use the Manufacturing Productivity Panel Survey Data, which are collected by Korea Productivity Center in 2013. The sample size is 575 and the sample is divided into M&A group and non-M&A group. We conduct logit analysis with the independent variables of environment factors (munificence, dynamic, uncertainty), and firms' performance (sales growth, ROS, labor productivity and Inventory turnover), and dependent variable of M&A group or non M&A group. The results show that M&A is closely related to environment feature and firm performance: M&A firms are likely to be the higher munificence and dynamic and the lower sales growth and higher profitability than non-M&A group. In addition, we also examine the characteristics of firms by M&A types (competitors, customer/supplier and firms from unrelated industry). These results imply that if firms confront the pressure of uncertainty (dynamic) and the lower growth, they tend to choose M&A. Futhermore, to profoundly understand the behavior of firms about M&A, it is required to classify the M&A firms by merge types.

A Study on Factors of Career Development in Scientist and Engineer Laborforce (과학기술인력의 경력개발 촉진 요인에 대한 분석)

  • Hong, Seong-Min;Chang, Sun-Mi
    • Journal of Technology Innovation
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    • v.24 no.3
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    • pp.139-159
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    • 2016
  • The purpose of this study is to find out the factors which promoting career development of scientist and engineer laborforce. We made up three logit analysis models to figure out the factors affecting the career of scientist and engineer laborforce. Dependent variables were composed of job attributes in 2011, current job attribute, changing of working conditions, efforts of job seeking, university education, and personal characters. Three analysis model were composed of demand side model which including job attributes factors, supply side model which focus on employment or university education characters and total model including the demand and the supply factors. The results showed a stable career to the development of scientist and engineer laborforce's job attributes on the demand side than the supply side, such as a college education even more important. After all, the initial stable jobs and good matching policy were the most important policies to be seated in the science and engineering professions.

Determinants of Effectiveness in Food Safety Policy -Focusing on the Perception of Consumers- (불량식품 근절정책의 효과성 영향요인 분석 -소비자의 인식을 중심으로-)

  • Han, Ik-Hyun;Eun, Jonghwan;Lee, Jae-Wan
    • The Journal of the Korea Contents Association
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    • v.15 no.11
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    • pp.386-396
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    • 2015
  • The purpose of this study is to analyze the determinants of the effectiveness in food safety policy, focusing on the perception of consumers. For this, we apply ordered logit analysis using "The Survey on the Attitudes towards Food Safety Policy" data investigated by Ministry of Culture, Sports and Tourism & Ministry of Food, and Drug Safety. According to the results of the analysis, policy literacy has a significant positive impact on the effectiveness of the policy. Trust has a positive impact on the effectiveness of the policy significantly. In addition, the results show that sensitivity has a significant negative impact on the effectiveness perceived by consumers. This study imply that the government should give more information about policies and make an effort to gain trust on food safety policy.

An Analysis of the Characteristics of Accredited Childcare Centers in Chungbuk Province (충청북도 어린이집의 평가인증에 영향을 미치는 특성 분석)

  • Yoo, Jaeeon
    • Journal of Families and Better Life
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    • v.32 no.5
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    • pp.15-30
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    • 2014
  • This study aims to analyze what factors are associated with child care accreditation in Chungbuk province. This study examined three questions about which factors influence the accreditation of childcare centers: 1) if they passed the accreditation criteria, 2) the total score on the accreditation criteria, and 3) the domain scores for the six domains of environment, management, process, interaction and teaching, health and nutrition, and safety. The characteristics of 1,212 childcare centers, the independent variables, were commit management, type, specialized service, maximum capacity of children, registration ratio, target age groups of children, duration, and city size. The formal expert committee evaluated objective scores for 952 childcare centers. I derived the data for this study from the i-sarang Childcare Information Portal site (http://info.childcare. go.kr/). Frequency, descriptive statistics, binary logit model, and OLS model analysis were used to examine the accreditation and scores by factors of childcare centers. The findings of the present study are as follows. First, about 80% of the 1,212 childcare centers in Chungbuk province were accredited. Second, the accreditation of the child care center was affected by the specialized service, registration ratio, and duration. Finally, the total score of accredited childcare centers was associated with the maximum capacity of children, registration ratio, and duration. The factors of childcare centers influencing sub-area scores were different by environment, interaction and teaching, health and nutrition, and safety. The present study is important because it offers preliminary data identifying accreditation characteristics that can judge problems related to the quality of service of childcare centers and suggest childcare policy implications.

Determinants of Entirely Retired Men's Main Income Source and the Amount of Income (완전은퇴 남성의 주된 소득원천 및 소득액 결정요인)

  • Kim, Ji-Kyung;Kim, Ha-Nui
    • Journal of Family Resource Management and Policy Review
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    • v.12 no.1
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    • pp.57-89
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    • 2008
  • Using the data of 'middle-and old-aged people' in the 6th year(2003) of KLIPS(Korea Labor and Income Panel Study), this study compared entirely retired men's income source and amount of income divided by the time of retirement and analyzed the determinants of main income source and amount of income level using Multinomial Logit Analysis and Tobit Analysis. The results of these were as following; First, Entirely retired men has average 1.27 income source and the amount of income from main income source is positioned at 85% of total income. This result indicates the lack of variety to get opportunities of income sources for the living and also means high risk associated with the entirely retired men if he looses the main income source. Second, most of income source of entirely retired men is spouse's earned income or private income transfers, however, if we divide those as timing of retirement and characters of each individual, it is represented that the most of income source is differentiated by the position at labor market during work life and the opportunity for building the wealth, and the possibility of obtaining public pension and public support. Third, the income level depends on what sort of income source the retired men has, this shows that there is not a strong relationship between obtaining a Income source and gaining above the certain level of income.

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Factors Associated with Preparation for Turnover in Youth Employees: a Pooled Analysis of Data from the Youth Panel 2007-2013 (청년 취업자의 이직 준비 관련 요인: 청년패널 2007-2013 자료 분석)

  • Kim, Kyoung-Beom;Lee, Ju hyun;Noh, Jin-Won;Kwon, Young Dae
    • The Journal of the Korea Contents Association
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    • v.16 no.12
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    • pp.480-491
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    • 2016
  • This study aims to determine the factors associated with preparation for turnover in youth employees, using a data from the Youth Panel 2007-2013. Study population were composed by 17,037 employees and a generalized estimating equations (GEE) using panel logit model was performed. It was identified that socioeconomic(age, sex, level of education, monthly income and type of employment) and work-related factors(perception of difficulties in performing tasks compared to level of education, perception on the Job-Major match, stabilization of employment, autonomy and empowerment of jobs, peer relationship in workplace) were statistically significant variables. Based on the analysis, dissatisfaction on working environment or condition might lead to employees prepare to turnover and it is a series of activities that to improve welfare and find a suitable job for oneself.

Drivers' Dynamic Route Choice Mechanism Analysis under ATIS Environment Using WATiSim (WATiSim을 활용한 운전자의 실시간 경로선택 분석)

  • Lee Chungwon;Kwon Byungchul
    • The Journal of The Korea Institute of Intelligent Transport Systems
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    • v.1 no.1
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    • pp.52-57
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    • 2002
  • A simulation tool for an optimal ATIS design and drivers' dynamic route choice behavior analysis is developed, which is applicable to urban networks. Due to the difficulty to make drivers feel the time pressure according to traffic conditions, current SP questionnaire survey type surveys have a limitation to capture correct driver reactions to real-time traffic Information provision. The simulator Is a web-based upgraded version, named WATiSim (Web-based ATIS Simulator), to quickly perform a wide population survey with a minimal cost using INTERNET Furthermore, the time pressure issue is lessened by its interface and simulation modules. After WATiSim mimicked a VMS based ATIS in a partial network of Seoul Metropolitan, reactions of drivers to various traffic conditions were surveyed through INTERNET and analyzed using a logit model. Drivers under the ATIS environment clearly understood the provided traffic information, and their reactions were closely related to traffic conditions, scheduled delay, trip purposes as well as toll charge if any.

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The Optimal Timing of Markdowns: A Decision Model for Jean Market (가격인하 최적시기 연구: Jean Market을 대상으로 한 Decision Model를 중심으로)

  • 곽영식;김용준;남용식;이진화
    • Journal of the Korean Society of Clothing and Textiles
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    • v.26 no.5
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    • pp.606-617
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    • 2002
  • The purpose of this study is to develop a decision model that helps manufacturers and retailers determine the optimal timing of markdown in order to maximize their profit. An optimal timing decision model was developed based on three steps; conjoint measurement, scenario analysis and simulation. Data were collected from the sample of 149 out of 170 undergraduate and graduate students in Seoul in 1997. From the Jeans market, 8 brands; Levi's, lee, Guess, Calvin Klein, Pintos, Get used, MFG, and Basic, were selected as competitors for this study. In the conjoint measurement, respondents estimated the level of preference, from 1 to 100, for each item in which brand, price, style, and colors were used to explain product characteristics. Then, in order to reflect competitive situation in Jeans market, four types of scenarios were developed. In each scenario, simulations were applied to decide optimal timing of markdowns that leads to maximal profitability and sales volume. The profit was calculated based on the equation; Profit = Jean's market volume x market share of each brand - cost, where market volume was obtained by integral calculus for market utility function, and market share by logit value of part-worth from the conjoint analysis. For the purpose of the parsimony of the research, costs and the level of markdown were fixed to 30% of the regular price. In results, the optimal timing decision model identified 3 different types of brands. The brands that do not need to take markdown were Ievi's, MFG, and Basic Jeans characterized by the highest brand power and the highest price zone. The brands that needed to take early markdowns were Guess, Lee, Calvin Klein, and Get Used with the intermediate level of brand power and price. The brand that need late markdown was Pintos with the weakest brand power among the competitors and the lowest price. The optimal range of markdown remains for further research.

Determinants of the Socio-economic and Emotional Status of the Elderly in Korea (한국노령인구의 사회.경제적 상황의 결정요인)

  • 노공균;조소영;신동숙;이태훈
    • Korea journal of population studies
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    • v.14 no.2
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    • pp.45-70
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    • 1991
  • 1. 문제점(Setting of Problems) 산업의 급진적인 진보는 고도의 기술사회(high-tech societies)를 창출해 내었고, 이로 인해 생산양식뿐만 아니라, 가치체계 및 생활양식이 급진적으로 변화하였다. 동시에, 산업화 및 생활수준의 향상은 인구통계학적 변천(demographic transition)을 가져와, 인구의 노령화가 이루어졌다. 산업화에 의해 발생된 이러한 현상들, 즉 가치체계의 변화와 인구의 노령화가 바로 문제의 핵심인 것이다. 산업화는 효율(efficiency)에 높은 가치를 부여함으로써, 정신적인 인간관계측면의 중요성을 무시하고, 노령화란 다차원적(multi-dimensional) 문제를 일으켰다. 이러한 문제들의 해결책으로서 서구적인 가치개념은 노인들의 생활의 질(quality of life)를 향상시키지 못한 것으로 생각된다. 따라서, 물질적인 면 이외에 정신적인 면의 접근법을 필요로 하게 되는 것이다. 2. 연구의 목적(Objective of the Study) 이 연구의 목적은 한국에 있어서의 인구의 노령화의 원인과 결과에 대한 연구를 하는데 있다. 이러한 연구에 의해 노령화라는 다차원적 문제에 대한 지식을 얻으므로써, 사회, 공동체 및 가족 수준에서의 노령화 문제를 다루는데 있어 비서구적 접근법 및 정책적 전략에 관한 방안을 제시하게 되기를 희망한다. 3. 방법론(Methodology) 1) 자료 수집(Data Collection) 자료는 다음 세가지 원천으로 부터 얻어졌다. 첫째, 출판된 자료 및 회의서류 둘째, 한국보건사회연구원과의 협조로 행해진 설문지 조사 셋째, 자체 연구팀에 의해 행해진 면담 2) 자료분석(Data Analysis) 인과분석(cause-effect types of analysis)은 probit, logit, path analyses에 의해 행해졌다. 이 연구논문에는 trend analysis의 결과는 제시되지 않았는데, 이는 다양한 정부기관에 의해 출간된 분석들과 유사하기 때문이다. 4. 연구분석의 결과 첫째, 경제적 요인은 노인들의 생활상태를 결정하는데 가장 중요한 요인이라는 것을 알 수 있다. 둘째, 노인의 사회적인 통합이 강할수록 보다 행복한 생활을 영위하는 것으로 나타났다. 셋째, 성(sex), 교육정도, 주거지역 등이 노인의 고용상태 및 소득수준과 큰 관계가 있다. 넷째, 교육정도, 사회적 결합(social integration) 등이 건강상태와 밀접한 관계가 있다. 다섯째, 사회적 통합, 건강상태, 독립심 등이 노인의 정서적 상태에 큰 영향을 미친다.

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A Study on the Prediction Model for International Trade Payment Using Logistic Regression

  • Joo, Hye-Young;Lee, Dong-Jun
    • Journal of Korea Trade
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    • v.25 no.2
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    • pp.111-133
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    • 2021
  • Purpose - Although remittance payment in international trade settlements has played a bigger role in recent years, scant research is being done. This study is to zero in on analyzing determinants of international trade payments focused on remittance by constructing a payment prediction model. Design/methodology - This study categorizes the types of trade payments into advance remittance, post remittance, linked remittance, letter of credit, and mixed payment, and analyzes these after constructing a logit model. For empirical analysis, 147 survey data were collected for export manufacturers in Korea, and binominal logistic regression analysis was used to analyze the type of payment method the exporter chooses for trade transactions. Findings - The likelihood of choosing advance remittance increased as the exporters had non-recovery experiences with payments, and decreased as the market power of importers increased. The possibility of post remittance increased when the export amount was large and the character of the buyer was reliable. In the case of linked remittance, it was highly likely to be selected when payment efficiency was important in trade settlement. In addition, when competition among companies in the global market is intense and market uncertainty is high, the possibility of using a letter of credit decreases. It was also found that the greater the export amount, the greater the possibility of choosing advance remittance, and even if the transaction period was longer, exporters using a letter of credit continued to use it. Originality/value - Despite the high proportion of remittances in international trade settlements, it has been hard to find studies that reflect the practical characteristics of remittances. This study classified the types of remittance into advance remittance, post remittance, and linked remittance, and built a trade payment prediction model by adding a letter of credit and mixed payment. In addition, the originality of this study is recognized in that a logistic model was constructed and meaningful results were derived.