• Title/Summary/Keyword: industry panel data

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Estimating the Determinants for employment number by areas : A Panel Data Model Approach (패널 데이터모형을 이용한 지역별 취업자 수 결정요인 추정에 관한 연구)

  • Yi, Hyun Joo;Kim, Hee Cheul
    • Journal of Korea Society of Digital Industry and Information Management
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    • v.6 no.4
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    • pp.297-305
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    • 2010
  • Employment number by areas is composed of various factors for groups and time series. In this paper, we use the panel data for finding various variables and using this, we analyzed the factors that is major influence to employment number by areas. For analysis we looked at employment number by areas, the region for analysis consist of seven groups, that is, the metropolitan city(such as Busan, Daegu, Incheon, Gwangiu, Daejeon, Ulsan.) and Seoul. Analyzing period be formed over a 63 time points(2005.01.- 2010.03). We examined the data in relation to the employment number by occupational job, unemployment rate, monthly household income, preceding business composite index, consumer price index, composite stock price index. In looking at the factors which determine employment number by areas job, evidence was produced supporting the hypothesis that there is a significant negative relationship between unemployment rate and monthly household income the consumer price index. The consumer price index and composite stock price index are significant positive relationship, preceding business composite index is positive relationship, it are not significant variables in terms of employment number by areas job.

Control and Calibration for Robot Navigation based on Light's Panel Landmark (천장 전등패널 기반 로봇의 주행오차 보정과 제어)

  • Jin, Tae-Seok
    • Journal of the Korean Society of Industry Convergence
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    • v.20 no.2
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    • pp.89-95
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    • 2017
  • In this paper, we suggest the method for a mobile robot to move safely from an initial position to a goal position in the wide environment like a building. There is a problem using odometry encoder sensor to estimate the position of a mobile robot in the wide environment like a building. Because of the phenomenon of wheel's slipping, a encoder sensor has the accumulated error of a sensor measurement as time. Therefore the error must be compensated with using other sensor. A vision sensor is used to compensate the position of a mobile robot as using the regularly attached light's panel on a building's ceiling. The method to create global path planning for a mobile robot model a building's map as a graph data type. Consequently, we can apply floyd's shortest path algorithm to find the path planning. The effectiveness of the method is verified through simulations and experiments.

Uncovering the Relationship between ESG Practices and Firm Value: The Role of Reputation and Industry Sensitivity

  • Yanghee Kim;Hojoon Jang;Junhee Seok
    • Asia Marketing Journal
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    • v.25 no.4
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    • pp.207-218
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    • 2024
  • Considering the rising interest in environmental, social, and governance (ESG) globally, various studies have shown that ESG practice increases firm value; however, there is still much debate. This study focuses on the relationship between ESG practice and firm value. Further, we identify the mechanisms constituting this relationship to address relevant research gaps. Specifically, this study examines the connection between ESG practice and corporate valuation, emphasizing the mediating role of a company's reputation. Using panel analysis of data from 145 Korean firms (2014-2021), the study reveals that ESG practices notably enhance firm value, signaling their significance to stakeholders. Corporate reputation acts as a bridge between ESG efforts and value, with corporate reputation's influence varying across industries. This research presents broad implications for both academic and industrial fields, highlighting the strategic importance of ESG in enhancing firm value.

Comparative analysis of medicinal expenditure archives in Korean medicine : Focusing on survey methods and expenditure of Korean medicine clinics in 2012 (한의의료비 자료원의 비교 분석 연구 : 조사 방법 및 2012년 한의원 의료비를 중심으로)

  • Kim, Dongsu;Chong, Myongsoo;Lee, Eunkyoung;Ko, Seong-Gyu
    • Journal of Society of Preventive Korean Medicine
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    • v.19 no.2
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    • pp.37-50
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    • 2015
  • Objective : In order to understand the scale of medicinal expenditure in the Korean medicine, an analysis has been made of Korean National Health Account and statistic archives used to estimate the Korean National Health Account and also of such archives as are contributory to learn the scale of total health expenditures in the Korean medicine. Method : From the Korean National Health Account archives, an analysis has been made of National health insurance statistic annual reports, National health insurance non-payment items, Korean Economic Census (The Service Industy Survey), and Korea Health Panel data. Moreover, in order to know the sales of overall Korean medicine clinics, relevant data have been utilized and cited from investigations into National tax statistics, Korean medicine medical institutions and Korean medicines used, and current states of medicinal herbs and Korean medicine industry. Results : It is found that the average scale of each section of the medical expenditures archives in the Korean medicine in 2012 was KRW 3.5638 billion and that the average medical expenditures in the Korean medicine derived from Total Health Expenditure, The Service Industy Survey, National tax statistic, and Korean medicine industry are approximately KRW 3.3901, 3.4796, 3.7218 and 3.9634 billion. And the average expenditures derived from National health insurance patients and Korea Health Panel data are 2.5162 and 2.2292 billion won and those from the users and consumers of Korean medicines and herbs are 5.6,461 billion won. In order to verify the appropriateness of estimated medical expenditures in the Korean medicine included in the archives, an analysis has been made of uninsured costs which come from the aggregate sales amount surveyed minus health insurance treatment expenditures and it is found that the ratio of insured costs against total health expenditures in 2006 was 50.67% and 41.92% in 2012 and that the ratio based on National tax statistics and The Service Industy Survey was 52.19% and 49.28% in 2006 and 50.54% and 50.64% in 2012 and that the ratio of uninsured costs against Korean medicines and herbs and Korean medicine industry was 37.5% and 58.27% in 2013. Conclusion : It calls for the improvement of the accuracy of an investigation into Total Health Expenditure which comprise the actual conditions of health insurance and Korea Health Panel, the development of statistic schemes for understanding and classifying medical expenditures of all the Korean medicine medicinal institutions like medicinal clinics, and enhanced methods for independent panels to comprehensively collect and analyze the number of sampled Korean medicine medical institutions.

Analysis of Unmet Healthcare Needs and Risk Factors to Improve the Life Care of Osteoporosis Patients (골다공증 환자의 라이프 케어 증진을 위한 미충족 의료실태와 위험요인 분석)

  • Park, Hyeon-Hee
    • Journal of Korea Entertainment Industry Association
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    • v.14 no.2
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    • pp.225-235
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    • 2020
  • Purpose: This study is a descriptive and secondary analytical study that uses panel data to analysis of unmet healthcare needs and risk factors for improving life care of osteoporosis patients. Methods: The subjects of this study were 941 patients who were diagnosed with osteoporosis using Korea Medical Panel 2015 data(β-version 1.0). Data analysis was performed using Chi-Square and logistic regression using SPSS/win 22.0. Results: The unmet healthcare needs of osteoporosis patients were 22.6%. The factors of unmet healthcare needs were education level and age in Model I of demographic factors, and eating problems, memory problems, activity limitation, and disability in Model II. In Model III, which added socio-psychological factors, eating problems, memory problems, Total family income, and pain/Discomfort were identified. Conclusion: Based on the results of this study, it should be considered in the planning of medical policies to improve the life care of osteoporosis patients, and it is necessary to improve access to medical services and to prevent and mediate realistically to reduce unmet healthcare needs.

Exploration of Enterprise Innovation Sources through Patent Analysis : Comparison of High-Tech Industries and Mid-Tech Industries (특허출원을 통한 기업 기술혁신 원천분석 : 고기술산업과 중저기술산업의 비교)

  • Hwang, Gyu-hee;Lee, Jung Mann
    • Journal of Information Technology Applications and Management
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    • v.21 no.4_spc
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    • pp.331-344
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    • 2014
  • This study attempts to explore the difference of innovation sources between high-tech industry and mid-tech industry through patent analysis. After extracting 119 corporates, commonly surveyed in 2007 HCCP(Human Capital Corporate Panel) and 2005~2006 Korea Innovation Survey, their patents applied for the Korean Intellectual Property Office in 2007~2012 are analysed mainly through negative binomial regression model. Analytical results shows that external information source could be opposite effects to technological innovation depending on technological level and industrial characteristics. The current results are still bounded in the statistical significance, mainly due to the limited observations and information.

Influencing Factors of University Research Grant: Focusing on the Management Capability of Industry-University Collaboration Foundation (대학 연구비 규모의 영향 요인 분석: 산학협력단의 연구비 관리 역량을 중심으로)

  • Jung, Hyejin
    • Journal of the Korea Academia-Industrial cooperation Society
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    • v.20 no.2
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    • pp.483-491
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    • 2019
  • The aim of this study is to shed light on factors that influence securing of university research grants. For this purpose, this study emphasizes the role of management capability of industry-university cooperation foundation in securing research grants. We analyze whether the potential capabilities influence research grants using panel data from 194 universities during 2016 to 2018. The results obtained from the Driscoll & Kraay standard errors (DKSE) indicate that a number of variables including the portion of industry-university collaboration professors, academic performance of professors, and the number of paid researchers are positively associated with the amount of external research grant approved. However, the percentage of employees employed for less than two years is negatively related with securing external research grants. Once the dependent variable is measured by the total university research grants, the negative coefficient of employees with short-term career disappears. Instead, the percentage of employees who are in charge of research planning and management and the total number of employees involved in industry-university collaboration foundations are negatively related with the total university research grant amounts.

Effects of Fintech on Stock Return: Evidence from Retail Banks Listed in Indonesia Stock Exchange

  • ASMARANI, Saraya Cita;WIJAYA, Chandra
    • The Journal of Asian Finance, Economics and Business
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    • v.7 no.7
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    • pp.95-104
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    • 2020
  • This study examines the effect of fintech on retail banks stock return listed in Indonesia Stock Exchange for the period of 2016-2018 as today's new technology lead to the emergence of fintech companies playing the same role as retail banks in the financial industry. This study is conducted quantitatively using monthly data from January 2016 to October 2018 and uses fintech as independent variable, proxied by fintech funding frequency and fintech funding value. Data transformation is conducted due to data volatility. The data of fintech funding, both frequency and value, is transformed into standardized fintech funding and growth of fintech funding. The data is obtained from Crunchbase, while the data of stock returns is obtained from Investing. This study further analyzes the data using Fama French Three-Factor Model and panel data regression. We found that fintech has no significant effect on retail banks' stock returns listed in Indonesia Stock Exchange for the period of 2016-2018. The findings of the study provide some useful insights in understanding fintech companies' current position to retail banks in Indonesia. This study also suggests banking institutions, fintech companies, policy-makers, and others to take advantageous steps in building inclusive financial sectors.

Natural Rubber Economics between China and Southeast Asia: The Impact of China's Economic Slowdown

  • OKTORA, Siskarossa Ika;FIRDANI, Alfada Maghfiri
    • The Journal of Asian Finance, Economics and Business
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    • v.6 no.2
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    • pp.55-62
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    • 2019
  • China has become the second largest economy since 2010. China's economy is supported by the rapid growth of its automobile industry. The rapid growth of the automobile and tire industry will increase the natural rubber (NR) demand as its primary raw materials. Although as a significant producer, China cannot fulfill the consumption by its domestic production. Thus China relies heavily on import from Southeast Asia countries as the primary producers of natural rubber in the world. China and Southeast Asia are dependent on their economy in terms of the availability of natural rubber as raw materials. But the economic slowdown in China since 2008 is expected to affect the international trading between China and Southeast Asia countries. This research aims to analyze the determinants of NR export from Southeast Asia to China using panel data analysis. The results show NR price, exchange rate, and China's economic slowdown significantly affect NR export to China, while Southeast Asian NR production has no significant effect. China as the main importer of NR from Southeast Asia has a big role in growing NR export in Southeast Asia. If China's economy doesn't improve soon, it will affect the economy in Southeast Asia.

The Relationship between Industrial Classification and Chronic Disease (산업분류와 만성질환 유무와의 관계)

  • Hong, Jin Hyuk;Yoo, Ki Bong;Kim, Sun Ho;Kim, Chung Woo;Noh, Jin Won
    • Korea Journal of Hospital Management
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    • v.21 no.4
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    • pp.55-62
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    • 2016
  • Purposes: The industry has specialized and fragmented than in the past. As a factor of economic growth and industrialization, the number of people employed in primary industry decreased and the number of people employed in secondary and third industry continuously increased. In modern times, incidence of chronic disease is increasing according to industrial development. So, the purpose of this study was to analyze the chronic disease according to Clark's industrial classification. Methodology: Data were derived from the 2012 Korea Health Panel. The sample was made up of 7,132 adult participants aged 20 or over selected Korea Health Panel by probability sampling from Korea. Binary logistic regression analysis was conducted to examine the main factors associated with chronic disease. Findings: The significant factors associated with chronic disease were gender, age, marital status, household member, education level, insurance type, disability, BMI, and industrial classification. Female, elderly, divorced(including bereavement, missing and separation), one-person households, less than high school graduation, medical aid, disability, obese and primary industry were confirmed chronic disease increases. Practical Implications: The study finds that primary industry's prevalence of chronic disease was higher than secondary and third industry. Therefore, this study aims to management and effort of the worker who engaged in the primary industry. Policy development is required to address inequality or popularization of the differences in these factors by conducting a study to define the working conditions and socio-economic factors between industry.