• Title/Summary/Keyword: ordered logit

Search Result 107, Processing Time 0.023 seconds

When Does Human Capital Facilitate the Corporate Innovation Performance?: The Moderating Effect of International Experience (인적자본은 언제 기업의 혁신성과를 향상시킬 수 있는가?: 국제화 경험의 조절효과를 중심으로)

  • Gwon, Sun-Hwan;Kwon, Jong-Wook;Shin, Mann-Soo
    • Asia-Pacific Journal of Business
    • /
    • v.11 no.3
    • /
    • pp.47-61
    • /
    • 2020
  • Purpose - This study investigates the relationship between firm-specific, general human capital and corporate innovation performance. Also, we examine when this relationship is more salient. Design/methodology/approach - We collected 1,195 survey data related to a sample of corporate innovation performance and human capital from 1) Korea Research for Vocational Education and Training and 2) NICE information service in Korea. In order to examine the corporate innovation performance, we use the ordered logit model. Findings - First, we find robust supports for our hypothesis that firm-specific and general human capital increase corporate innovation performance. Second, the effect of general human capital on corporate innovation performance is stronger when this relationship is combined with the firm international experience. Research implications or Originality - By integrating the human capital theory and corporate innovation literature, we propose that firm-specific and general human capital are the important determinant of innovation performance. The firm-specific human capital may increase innovation efficiencies. Also, retaining higher-quality general human capital is considered as an important innovation strategy since firms with higher-quality general human capital make greater innovation performance. Further, we show that the firm international experience is the crucial boundary condition. As a firm's experience in internationalization increases, firms can enhance the opportunities to develop new products by combining the skills and knowledge derived from general human capital with the experience gained through internationalization.

The Factors Affecting the Level of awareness of Life and Happiness Perceived by Youth Generation (청년세대 삶의 인식 수준과 행복도의 영향요인)

  • Kim, Jikyung
    • 한국사회정책
    • /
    • v.25 no.3
    • /
    • pp.209-245
    • /
    • 2018
  • In this study, we examined at what level young people perceive their level of life and the overall degree of happiness in their lives, and empirically analyzed the factors affecting them through multiple regression and ordered logit models. As a result of the analysis, young people were more aware of the degree of overall happiness than their perception of their lives. It has been confirmed that the factors affecting the young generation's perception of the level of life and the degree of happiness are different and different factors are working on each group. In addition, it has been found that the subjective factors of psychological and emotional characteristics have a greater influence than the objective factors of social and demographic characteristics at the level of awareness of life and happiness level. However, in the case of the youth group, it was found that objective factors such as job satisfaction are the determinants that have the greatest influence on life awareness and happiness. The tendency to paradoxically respond to the current level of happiness due to despair of the future has been found to be seen in some subgroups(middle income plus working group) rather than in the whole youth generation.

A Study on Walking Safety Satisfaction according to Vulnerable Pedestrians' Access to Public Facilities (교통약자의 공공시설 접근성에 따른 보행안전 만족도 연구)

  • Kwon, Yeon Hwa;Choi, Yeol
    • KSCE Journal of Civil and Environmental Engineering Research
    • /
    • v.41 no.1
    • /
    • pp.65-74
    • /
    • 2021
  • This study empirically analyzes the effect of pedestrians' personal and household characteristics and accessibility to public facilities on a walking safety satisfaction (WSS) level. The aim is to find ways to improve vulnerable pedestrians' WSS level and contribute to the creation of an inclusive urban environment. As a result of the analysis, age and gender variables were important for elderly people, and education was an important factor for disabled people. The WSS level was impacted by the factors of single-person households, income, and residential areas. In the case of accessibility to public facilities, the greater the satisfaction with accessibility to public institutions, urban parks and green areas, and public transport, the greater the WSS for the elderly and the disabled. And, the greater the satisfaction with accessibility to commercial facilities, the greater the WSS was for the elderly's WSS. However, the satisfaction with access to medical facilities was the opposite in the case of the elderly.

The Effect of Experienced Consumers' Concerns on Willingness to Purchase Battery Electric Vehicles (순수전기차 경험 고객의 우려 요인에 따른 전기차 구매 의사 영향)

  • Jeong, Jikhan
    • Journal of Digital Convergence
    • /
    • v.19 no.6
    • /
    • pp.143-162
    • /
    • 2021
  • Research on consumers' perception and willingness to purchase Battery Electric Vehicles (BEVs) is necessary to simulate BEVs' deployment in South Korea because South Korea's BEVs market is still in the early stage. This paper derives a theoretical framework for consumer segmentation based on consumers' willingness to purchase before and after BEV usage experience. In particular, this study empirically evaluates consumers' willingness to purchase and concerns using the survey data from BEVs users in either Seoul or the Jeju region. The empirical results from logit models show that experienced consumers' concerns about the heater and air conditioning (HAC) in BEVs decreased the consumers' willingness to buy, while greater daily driving distances increased the consumers' willingness to buy. In addition, the empirical findings from ordered probit models show that experienced consumers' concerns about the short driving distance, the availability of maintenance service (i.e., A/S service) during unexpected events, and the difficulties of driving BEVs up-hill increased the degree of concern about HAC. This paper will provide insights related to consumer segmentation, R&D, marketing strategies, and policy design for policymakers and firms.

Study of the Effect of Incentive Policies on the Intention to Return the Driver's Licenses of Elderly Drivers (고령운전자의 운전면허증 반납 의사에 인센티브 정책이 미치는 영향 연구)

  • Kim, Joo Young;Jung, Hun Young
    • KSCE Journal of Civil and Environmental Engineering Research
    • /
    • v.42 no.2
    • /
    • pp.219-227
    • /
    • 2022
  • In Korea, as the aging phenomenon accelerates, the problem of traffic accidents related to the elderly is continuously emerging. Efforts to improve this are being implemented, but unfortunately the results of these effects are not clear. Therefore, in this study, the effect of traffic characteristics and incentive policies on the return of driver's licenses of elderly drivers was reviewed. As a result of the analysis, it was confirmed that the intention to return the driver's license was low in the case of men, older people, those with low dependence on public transportation, those who undertook long driving hours, and those who took frequent trips. On the other hand, financial incentives were found to play a positive role with regard to the intention to return the driver's license. However, the effect is expected to be insignificant for those with a low intention to return the driver's license. As a result, under the current policy, it is predicted that there is a limit to improving the social problems caused by elderly drivers, meaning that it is necessary to review approaches that induce the return of their driver's licenses.

Factors Associated with Relapse to Smoking Behavior Using Health Belief Model (건강믿음모형을 이용한 금연성공자의 재흡연에 영향을 미치는 요인 분석: 금연클리닉 등록자를 중심으로)

  • Kim, Hee-Suk;Bae, Sang-Soo
    • Journal of agricultural medicine and community health
    • /
    • v.36 no.2
    • /
    • pp.87-100
    • /
    • 2011
  • Objectives: This study aimed to identify factors associated with smoking relapse. Methods: The study sample was recruited among subjects who were enrolled in the smoking cessation clinic of a public health center and had succeeded in quitting smoking for at least six months. A total of 159 male subjects were followed via mail survey one year later. The independent variables in the analyses were socio-demographic characteristics, smoking history and behavior, receipt of smoking cessation aids, health behaviors and components of the health belief model (HBM). The dependent variable was smoking relapse assessed one year after quitting. Ordered logit regressions were used to identify factors associated with smoking relapse. Results: The relapse rate of the ex-smokers in our sample was 25.8%, and the occasional smoking rate was 17.0%. Univariate analyses revealed that only factors related to the HBM, such as perceived susceptibility to diseases (p<0.01), perceived severity of diseases (p<0.01), perceived health benefits of not smoking (p<0.01), perceived barriers to quitting smoking due to increasing stress and difficulty in social life (p<0.01), and self-efficacy (p<0.01) were associated with the likelihood of relapse for ex-smokers. Ordered logit analyses yielded two significant factors affecting the likelihood of relapse, the perceived barriers to quitting smoking and self-efficacy. Conclusions: Our results indicate that higher levels of barriers to quitting smoking and lower levels of self-efficacy were significantly related to risk of smoking relapse. These findings may be useful for identifying those at highest risk for relapse and choosing the optimal strategies for prevention of relapse for ex-smokers.

The Evaluation of the Purchase Social Housing on the Characteristics of Location and Housing in Busan (부산지역 매입임대주택의 입지 및 주택 내·외부 특성에 따른 주거평가 분석)

  • Choi, Yeol;Park, Sung Ho;Ha, Kyu-Yang
    • KSCE Journal of Civil and Environmental Engineering Research
    • /
    • v.34 no.4
    • /
    • pp.1307-1315
    • /
    • 2014
  • This study aims to analysis of determinants of the residents satisfaction of purchased rental housing and currently being implemented policy of supporting low-income families are empirically evaluated through the residential evaluation of purchased rental housing residents. Purchased rental housing users are possible to live in currently residing community consistently, have advantages for fewer problems of the phenomenon of social isolation, exclusion and preventing slumism of low-income families, are expected to increase in the future. First of all, the characteristics of residential environment, housing expenses and a head of household were examined for the residential environment evaluation of the residents of purchased rental housing, on the basis of this, the characteristics of internal and external house and residential location are examined each for the determinants of the residential environment satisfaction of purchased rental housing. The variables that affect residential satisfaction according to residential location are public facilities, educational facilities and welfare facilities respectively. In particular, the higher the satisfaction of access to welfare facilities, the higher the satisfaction of residential location of purchased rental housing was analyzed. The variables affecting the residential satisfaction according to the internal and external characteristics of house are significant in window status, cracking, heating facilities, housing scale and management.

The Effects of Housing Wealth on the Balance of Elderly Household Accounts (주택자산이 고령자가구의 재정수지에 미치는 영향)

  • Kim, Jae-Yong;Jeong, Jun Ho
    • Journal of the Economic Geographical Society of Korea
    • /
    • v.15 no.4
    • /
    • pp.534-549
    • /
    • 2012
  • This study analyzed the effects of housing wealth on the balance accounts of elderly households with an age of over 60 facing the asset decumulation period, capitalizing upon an ordered logit model for the 2011 household finance survey data. Out of some variables representing personal and social characteristics, the age and waged worker variables had a positive effect, but the number of household, low education level, living in the apartment and capital region variables negatively affected the balance accounts of elderly households. Some variables reflecting economic wealth and financial strategies such as the attitude of risk-taking, ordinary income and the ratio of financial assets had a positive impact, but other variables such as DSR did a negative one on the balance accounts of the elderly households. The ownership of housing wealth variable positively, but the ratio of housing assets variable negatively affected the balance accounts of the elderly households, which could be derived from the duality of housing as both consumption goods and assets. However, the ownership of other real estates and the ratio of them in the total assets variables had a negative impact on the balance accounts of the elderly households. Furthermore, since the financial asset-debt ratio worsened the balance accounts of the elderly households with both housing and other real estates, it is implied that the purchase of real estates with excessive bank loans could make them dangerous.

  • PDF

Disaggregate Demand Forecasting and Estimation of the Optimal Price for VTIS (부가교통정보시스템(VTIS) 이용수요예측 및 적정이용료 산정에 관한 연구)

  • 정헌영;진재업;손태민
    • Journal of Korean Society of Transportation
    • /
    • v.20 no.4
    • /
    • pp.27-38
    • /
    • 2002
  • VTIS(Value-added Traffic Information System), among the sub-systems of ATIS, is an Advanced Traffic System which innovates efficiency and safety. And this system, having marketability and publicness, is very important. Moreover, This system offers definite traffic information according to the demand of specified users. And it is expected to produce additional spread effects because of high participation rate of private sector. However, the VTIS service media are varied and there are varied optimal Prices and payment methods according to each medium. Because of that, there needs the study on these problems or optimal criteria. But because existing studies were devoted to estimate the optimal route, the study toward the optimal price which was considered part of user and service use demand do not exist. Accordingly, we surveyed under imaginary alternative pricing scenarios and forecasted the use demand of VTIS by using Binary Logit model. Also, for the users who answered that they would use VTIS service in survey, we classified their use's behaviors as four categories and estimated the use ratio to each category by using Ordered Probit model. Last, using sensitivity analysis for results form above, we derived the optimal price that is 2800won in monthly. 145won in payment per call. Then, VTIS service use rate is respectively 65%, 75%.

A Study on the Perception Difference of the Farm-Closure Assistance Program by Local Government Officials' Characteristics (지자체 공무원 특성에 따른 폐업지원제도 인식 차이 연구)

  • Lee, Hyun-Keun;Chai, Sang-Hyen;Choi, Mira
    • Journal of the Korea Academia-Industrial cooperation Society
    • /
    • v.21 no.10
    • /
    • pp.406-414
    • /
    • 2020
  • The Farm-Closure Assistance (FCA) program is operated to compensate for lost farm income, to stabilize the management of low-competitive farms, and to enhance competitiveness of target items. The FCA, however, has several problems, such as the balloon effect and fraudulent receipts. Therefore, it is important to examine the operational problems of the FCA, establish improvement plans, and settle the measures. The objectives of this study are to analyze problems and suggest solutions for FCA, reflecting the viewpoints of local government officials who are in charge of actual tasks on the FCA front lines. The study analyzes whether characteristics of government officials lead to differences in setting the maximum amounts and extensions to FCA. Factors influencing the necessity of setting ceilings on FCA were work experience, recognition of agriculture's importance, and the FTA's impact on domestic agriculture, gender, and regions. Factors affecting the extension of FCA were the agency unit, work experience on the FTA, recognition of the effects of FTA direct payments and FCA, and recognition of the subsidy's direction. The results can be employed as a fundamental background that can set the direction for institutional improvement when the government tries to improve FCA.