• Title/Summary/Keyword: Market economy

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Stock News Dataset Quality Assessment by Evaluating the Data Distribution and the Sentiment Prediction

  • Alasmari, Eman;Hamdy, Mohamed;Alyoubi, Khaled H.;Alotaibi, Fahd Saleh
    • International Journal of Computer Science & Network Security
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    • v.22 no.2
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    • pp.1-8
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    • 2022
  • This work provides a reliable and classified stocks dataset merged with Saudi stock news. This dataset allows researchers to analyze and better understand the realities, impacts, and relationships between stock news and stock fluctuations. The data were collected from the Saudi stock market via the Corporate News (CN) and Historical Data Stocks (HDS) datasets. As their names suggest, CN contains news, and HDS provides information concerning how stock values change over time. Both datasets cover the period from 2011 to 2019, have 30,098 rows, and have 16 variables-four of which they share and 12 of which differ. Therefore, the combined dataset presented here includes 30,098 published news pieces and information about stock fluctuations across nine years. Stock news polarity has been interpreted in various ways by native Arabic speakers associated with the stock domain. Therefore, this polarity was categorized manually based on Arabic semantics. As the Saudi stock market massively contributes to the international economy, this dataset is essential for stock investors and analyzers. The dataset has been prepared for educational and scientific purposes, motivated by the scarcity of data describing the impact of Saudi stock news on stock activities. It will, therefore, be useful across many sectors, including stock market analytics, data mining, statistics, machine learning, and deep learning. The data evaluation is applied by testing the data distribution of the categories and the sentiment prediction-the data distribution over classes and sentiment prediction accuracy. The results show that the data distribution of the polarity over sectors is considered a balanced distribution. The NB model is developed to evaluate the data quality based on sentiment classification, proving the data reliability by achieving 68% accuracy. So, the data evaluation results ensure dataset reliability, readiness, and high quality for any usage.

Short- and Long-Term Effects of Stock Split Disclosure: Exploring Determinants (주식분할 공시에 대한 장·단기 효과: 결정요인 분석을 중심으로)

  • Jin-Hwon Lee;Kyung-Soon Kim
    • Asia-Pacific Journal of Business
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    • v.14 no.1
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    • pp.73-91
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    • 2023
  • Purpose - The purpose of this study is to re-examine the disclosure effect of stock splits and long-term performance after stock splits using stock split data over the past 10 years, and infer the motivation (signal or opportunism) of stock splits. In addition, we focus on exploring the determinants of the short- and long-term market response to stock splits. Design/methodology/approach - We measure the short-term market response to a stock split and the long-term stock performance after the stock split announcement using the event study method. We analyze whether there is a difference in the long-term and short-term market response to a stock split according to various company characteristics through univariate analysis and regression analysis. Findings - In the case of the entire sample, a statistically significant positive excess return is observed on the stock split announcement date, and the excess return during the 24-month holding period after the stock split do not show a difference from zero. In particular, the difference between short-term and long-term returns on stock splits is larger in companies with a large stock split ratio, small companies, large growth potential, and companies with a combination of financial events after a stock split. Research implications or Originality - The results of this study suggest that at least the signal hypothesis for a stock split does not hold in the Korean stock market. On the other hand, it suggests that there is a possibility that a stock split can be abused by the manager's opportunistic motive, and that this opportunism can be discriminated depending on the size of the stock split, corporate characteristics, and financing plan.

Managerial Overconfidence and Stock Price Delay (경영자과신성향이 주가지체에 미치는 영향)

  • Myung-Gun Lee;Young-Tae Yoo
    • Asia-Pacific Journal of Business
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    • v.14 no.3
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    • pp.187-204
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    • 2023
  • Purpose - This study deals with the manager's overconfidence and stock price delay, and verified whether the stock price delay phenomenon changes as the overconfidence increases. Design/methodology/approach - Manager overconfidence means that managers have over confidence in their positions or abilities, and was measured according to Schrand and Zechman (2012). Stock price delay is a phenomenon in which information of company is not immediately reflected in the stock price, but is reflected over time, and was measured by the method suggested in a study by Hou and Moskowitz (2005). The analysis subjects used in this study are companies listed on the KOSPI market between 2011 and 2019, and the final sample is 5,509 company-years. Findings - As a result of the verification, it was shown that the stock price delay decreased as the manager's overconfidence increased, and this effect was amplified as the foreign shareholder's share ratio increased and the number of follow-up financial analysts increased. This means that as the manager's overconfidence increases, he actively provides high-quality information to the capital market. In addition, as a result of subdividing the manager's overconfidence into the investment and capital raising aspects, the capital raising aspect has a significant effect on reducing stock delays. This can be interpreted as the fact that managers with overconfident tendencies have a greater incentive to satisfy investors' information needs. Research implications or Originality - In previous studies, the characteristics of managers with strong overconfidence have both positive and negative aspects. The results of this study are significant in that they clearly demonstrated the positive aspect through the market variable of stock price delay, and it is expected to help capital market stakeholders understand the characteristics of managers with a strong propensity for overconfidence.

The Effect of the Auditor Designation System on the Efficiency of the KOSDAQ IPO Market (감사인지정제도가 KOSDAQ IPO 시장의 효율성에 미치는 효과)

  • Jin-Hwon Lee;Kyung-Soon Kim
    • Asia-Pacific Journal of Business
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    • v.14 no.3
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    • pp.167-186
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    • 2023
  • Purpose - The purpose of this study is to empirically investigate whether the auditor accreditation system for IPO firms improves the efficiency of the KOSDAQ IPO market. To verify the effectiveness of the auditor designation system, we time series compare four measures of IPO firms (earnings management, long-term stock performance, change in operating performance, and possibility of delisting). Design/methodology/approach - We test the hypothesis through event research method and regression analysis. Specifically, the dependent variables of the regression model are discretionary accruals in the year of IPO, 36-month holding period excess return after IPO, change in operating performance for 3 years after IPO, and dummy variable for delisting. And the explanatory variable is a dummy variable that separates the period before and after the implementation of the auditor designation system. Findings - We find that earnings management and delisting risks decreased more in the period after the implementation of the auditor accreditation system than in the previous period. In addition, we find that long-term stock performance and operating performance after IPO increase further after the implementation of the auditor accreditation system. Research implications or Originality - Overall, the results of this study suggest that the implementation of the auditor accreditation system for IPO firms contributes to improving market efficiency in the KOSDAQ market, where information asymmetry is high. Our study differs from previous studies in that it demonstrates the effectiveness of the auditor designation system using various measures.

A Study On Balance Factors for the Sustainable Growth of Technology-Based Companies: Focusing on the Case of Daedeok Cluster Successful and Unsuccessful Companies (기술기반기업의 지속적 성장을 위한 균형요인 연구: 대덕클러스터 성공실패 사례 중심으로)

  • Kyeongsik Yoo;Heungsik Kang;Jaeman Yoon;Taekeun Kim
    • Industry Promotion Research
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    • v.9 no.3
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    • pp.87-100
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    • 2024
  • This study approached the factors affecting companies's sustainable growth by overcoming the valley of death after starting a business from the perspective of technology, market, location, cluster, and INC model, and conducted a case study on success and failure companies in Daedeok Cluster to explore the adequacy and suitability of the main factors of previous studies. The results of this study suggest that location accessibility-based collaboration between innovators is important for the growth of companies in the cluster, and balanced growth such as innovative ideas, market needs, and capability to meet needs is necessary for companies' products and services to create innovative value in the market. This study is worth in that it presents factors for sustainable corporate growth through the analyses of success and failure cases for companies in the Daedeok Cluster. In addition, the research is successful in that it proposed a policy support plan based on collaboration among companies to foster companies in the cluster.

Impact of managerial overconfidence on Valuation Error (경영자 과신성향이 가치평가오류에 미치는 영향)

  • Joon-Seok Lee;Myung-Gun Lee
    • Asia-Pacific Journal of Business
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    • v.15 no.3
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    • pp.287-307
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    • 2024
  • Purpose - This study was a study on managerial overconfidence and valuation errors to verify how the increase in managerial overconfidence affects valuation errors. Design/methodology/approach - Managerial overconfidence propensity refers to managers having excessive confidence in their position or ability (Hayward and Hambrick, 1997; Park Jin-hee, 2021) and was measured according to Schrand and Zechman (2012). Valuation error refers to a situation where a company's actual stock price differs from its intrinsic value as a result of numerous information asymmetries in the market, and was measured using the measurement method in Rhodes-Kropf et al (2005) study. The sample of this study used companies listed in the capital market for a total of 12 years from 2011 to 2022. Findings - As a result of the verification, there was a significant positive (+) relationship between managerial overconfidence and valuation errors, and this relationship was alleviated as the percentage of foreign shareholders shares or the number of financial analysts they followed increased. It can be interpreted that when the information demands of investors, such as foreign shareholders and financial analysts, increase significantly, managers provide more information to meet investors demands, thereby reducing information asymmetry and leading to a decrease in valuation errors.. Research implications or Originality - Previous studies on overconfidence, among the cognitive characteristics of individual managers, have yielded mixed results. In this study, we conducted a direct empirical analysis of managerial overconfidence using a measure called valuation error, which evaluates numerous information asymmetries in the capital market. This is expected to help stakeholders in the capital market understand the characteristics of managers and recognize their importance. It can also be used as a basis for establishing policies to reduce valuation errors.

Recent Reform of Chinese University and Yanbian University (최근 중국의 대학교 개혁과 연변대학교의 개혁)

  • Shizhu, Jin;Xuefeng, Nan
    • Journal of the Korean association of regional geographers
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    • v.11 no.5
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    • pp.488-499
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    • 2005
  • The trends of Chinese and Yanbian University's reform were studied in this work. Although the history of Chinese modem university education is short, and all Chinese Universities experienced same social problems, however, development of each university was different. Especially after 90's, with applying socialism market economy theory, Chinese university education have changed a lot. Main conclusions were summarized as follows. First, to exert university's self-determination, University management system was changed. More and more rights and freedoms of operating university were given to universities which were originally controlled by central and local government. With that, universities were cheered to develop extensively based on its ability. Second, efforts to fit market economy were observed. It reflects in all aspects, such as systems of university financing, operating, admission and graduation of students. Third, professor competition system was adopted to promote professors enthusiasm. Forth, to survival in hot competition among universities, differentiation policy was applied. In brief, it could be said that rapid developments of Chinese university education have achieved recently. However, problems such as universities are still under supervision of central and local government: expand of university scale rather than education quality was focused on: limit of investment to university: lack of legal protection for finical supporting: lack of university democratization were still remain. It was expected that these problems will be solved in future university reforms.

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A Study on Social Finance Market in Korea ; Focused on Social Impact Bond (한국형 사회적금융시장 조성에 관한 연구 ; 사회성과연계채권(SIB)을 중심으로)

  • Cho, Young-Bohk
    • Journal of Digital Convergence
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    • v.16 no.4
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    • pp.11-22
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    • 2018
  • The Social Economy including social enterprise is solving various social problems of our society by innovative business Nevertheless, social economic companies have limited investment ingrowth due to insufficient capital. There are various attempts to solve the limit of capital investment by social finance. Social iImpact bonds that introduced performance-based compensation into financial system is recognized as a new means of procuring that capital lacks. 89 social impact bonds were issued in 19 countries around the world. )f the 22 social impact bonds reporting performance, 21 bonds report positive performance. The twelve bonds paid incentives to investors. It can be said that the government provides incentives to review the issuance of social impact bonds at the government level, which is difficult to expand the social welfare budget. This study confirmed the performance of the social impact bonds and confirmed the possibility of introducing it in korea. There is a limit to continuously increasing the government's social expenditure to meet demand. Therefore, in order to support the growth of social economy based on private investment, the issuing of social impact bonds should create a virtuous circle of social financial market.

Changes of Land-Use Policy in Rural China (1980년대 후반 이후 중국 농촌 토지제도의 변화)

  • Moon, Soon-Cheol
    • Journal of the Korean Geographical Society
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    • v.31 no.3
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    • pp.558-576
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    • 1996
  • Since 1978. China has progressed her reforms of her economy. In this process, refroms in rual area have been operated with top priority. The system of collective economy had been changed into that of private economy. Rural farming and land-use system had been changed also. The household responsibility system took the place of a People's Commune. That was the system that could inspire farm-household with a will to work, and hence, increase the productivity of agriculture. However, with the developement of market mechanism in the later 1980s, that system got inadequate to new situation. For instance, incentives of a will to work slowly decreased, agricultural productivity did not increase, and labor forces were tremendously transferred to non-agricultural sector. This situation created the demand for a new system of rural land policy and use. This paper intends to describe changes of new system of land use in rual China. Those changes are as follows. 1. The system of land-circulation has been spread widely. 2. 'Liangtianzhi' (the system of two kind land-use) divided the land into two kinds, 'kouliangtian' (the land of food) and 'zerentian' (the land of obligation). The one is allocated in proportion to the per capita, and to support farm-household' and function, the other is allocated in proportion to the labor force, in order to increase the commercial function of land. 4. 'Guimojingying' (management of scale): For overcomint the disadvantage of dispersal of land, the relative concentration of land was required. 4. 'Gufenzhi' (a joint-stock system) is practised for the purpose of establishing clear-cut lines of land ownership. 5. 'Sihuangpaimai' (auction the use right of four kinds of wasteland) is for full-using of the wasteland. It can be apprehended that these systems and policies were the process of adaption to market mechanism. In these, rural China could escape form the disorder due to rapid changes, and overcome the existing contradiction.

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Building an Innovation System for Industrial Development in a Knowledge based Economy (산업의 지식집약화를 위한 혁신체제 구축 방향)

  • 김선배
    • Journal of the Economic Geographical Society of Korea
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    • v.4 no.1
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    • pp.61-76
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    • 2001
  • The purposes of this research are to examine the theoretical background and industrial policy issues with regard to building a Innovation System for encouraging industrial competitiveness and fostering regional industry in Korea. Knowledge has become the driving force of economic growth and the primary source of competitiveness in the world market. So since 1990s, Innovation Systems have been put emphasis on as new industrial development strategy in a knowledge-based economy. It can be understood that Innovation System is composed of National Innovation System(NIS) and Regional Innovation System(RIS) and interrelated the concept of clusters and networks, which are contribute to industry development throughout boosting innovation. As for the Korean industrial policy, when the former centralized policy decision making process became decentralized through the implementation of local autonomy, the role of local or state government in relation to regional industrial promotion intensified. But with the impotance of for fostering strategic industry in the region. new industrial policy issues in Korea are needed as follows; $\circled1$ Building a market-oriented support system for industrial cluster through providing the resource of innovation. $\circled2$ Establishing agency for regional industrial development. $\circled3$ Making a evolutionary vision for broader region including 2 or 3 province, $\circled4$ Fostering strategic industry which is selected in term of specialization and potential of the region. The RIS model for industry development is outlined in this paper but policy initiatives for building a RIS have to be extracted from further case studies.

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