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기후변화 위기에 대응하는 건설기업 ESG 활동 및 성과 사례 (Case Study on ESG Activities and Performance in Response to the Climate Change Crisis)

  • 이윤선;문혁;이태식
    • 한국건설관리학회논문집
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    • 제22권2호
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    • pp.106-118
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    • 2021
  • 지구 환경문제가 국제적인 문제로 부상하면서 국제사회는 글로벌 이슈(기후 변화, 빈곤퇴치, 인권 등)를 해결하기 위해 지속가능발전이라는 새로운 패러다임을 제시하며, 17개의 지속가능발전목표(SDGs)를 실행하고자 다양한 조직적 노력을 시도하며 통합해오고 있다. 최근 파리기후협정과 SDGs 달성에 필요한 재원을 마련하고자 지속가능한 금융의 투자가 확대되며 비재무적 요소인 환경·사회·지배구조가 기업의 미래 경쟁우위와 수익성을 결정하는 중요한 무형자산이 되어, 국내외 기관 투자자와 자산운용사들은 ESG 성과를 기반으로 투자를 확대하고 있다. 본 연구의 목적은 기업의 사회적 책임활동과 ESG 성과 정보 공개를 요구하는 국제적 기준과 이니셔티브를 도출하고, 건설기업의 ESG 활동 및 성과 수준을 분석하고자 한다. 본 연구의 결과는 향후 건설산업이 코로사19 사태, 탄소 중립, 중대 재해 발생 등으로 당면한 위기를 극복할 수 있도록 ESG 생태계를 구축하고, 무형자산 측정 및 관리를 위한 플랫폼 개발의 기본 자료로 활용되어 녹색 금융이 주는 비지니스 기회와 일자리 창출 등 사회적 가치 실현에 기여할 수 있을 것이다.

국방분야 민간자원의 효율적 활용방안 - 정비, 보급, 수송, 교육훈련분야를 중심으로 - (Efficient Utilization of Private Resources for the National Defense - Focused on maintenance, supply, transportation, training & education -)

  • 박균용
    • 안보군사학연구
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    • 통권9호
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    • pp.313-340
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    • 2011
  • The National Defense Reformation bill of "National Defense Reformation 2020" which have been constantly disputed and reformed by the government went through various levels of complementary measures after the North Korean sinking on the Republic of Korea (ROK) Naval Vessel "Cheonan". The final outcome of this reform is also known as the 307 Plan and this was announced on the 8th March. The reformed National Defense Reformation is to reduce the number of units and military personnel under the military structure reformation. However, in order for us to undertake successful National Defense Reformation, the use of privatized civilian resources are essential. Therefore according to this theory, the ROK Ministry of National Defense (MND) have selected the usage of privatized resources as one of the main core agenda for the National Defense Reformation management procedures, and under this agenda the MND plans to further expand the usage of private Especially the MND plans to minimize the personnel resources applied in non-combat areas and in turn use these supplemented personnel with optimization. In order to do this, the MND have initiated necessary appropriate analysis over the whole national defense section by understanding various projects and acquisition requests required by each militaries and civilian research institutions. However for efficient management of privatized civilian resources, first of all, those possible efficient private resources which can achieve optimization will need to be identified, and secondly continuous systematic reinforcements will need to be made in private resource usage legislations. Furthermore, we would need to consider the possibility of labor disputes because of privatization expansion. Therefore, full legal and systematic complementary measures are required in all possible issue arising areas which can affect the combat readiness posture. There is another problem of huge increase in operational expenses as reduction of standby forces are only reducing the number of soldiers and filling these numbers with more cost expensive commissioned officers. However, to overcome this problem, we would need to reduce the number of positions available for active officers and fill these positions with military reserve personnel who previously had working experiences with the related positions (thereby guaranteeing active officers re-employment after completing active service). This would in tum maintain the standards of combat readiness posture and reduce necessary financial budgets which may newly arise. The area of maintenance, supply, transportation, training & education duties which are highly efficient when using privatized resources, will need to be transformed from military management based to civilian management based system. For maintenance, this can be processed by integrating National Maintenance Support System. In order for us to undertake this procedure, we would need to develop maintenance units which are possible to be privatized and this will in turn reduce the military personnel executing job duties, improve service quality and prevent duplicate investments etc. For supply area, we will need to establish Integrated Military Logistics Center in-connection with national and civilian logistics system. This will in turn reduce the logistics time frame as well as required personnel and equipments. In terms of transportation, we will need to further expand the renting and leasing system. This will need to be executed by integrating the National Defense Transportation Information System which will in turn reduce the required personnel and financial budgets. Finally for training and education, retired military personnel can be employed as training instructors and at the military academy, further expansion in the number of civilian professors can be employed in-connection with National Defense Reformation. In other words, more active privatized civilian resources will need to be managed and used for National Defense Reformation.

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상사의 태도와 직무 특성이 창의적 성과를 일으키는 과정에 관한 연구 (The Effects of Leader's Attitude and Job Characteristics on Subordinate's Creative Performance)

  • 류정란
    • 경영과정보연구
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    • 제33권3호
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    • pp.129-154
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    • 2014
  • 점점 더 변화의 속도가 빨라지고 예측하기 힘들어지고 있는 글로벌 기업환경은 기업들에 새로운 대처방안을 끊임없이 요구하고 있다. 고객들의 니즈가 더 다양해지고, 시장과 기술이 끊임없이 변화하며, 글로벌 경쟁이 점점 더 심화되고 있는 상황에서, 현실에 안주하고 변하지 않거나 새로운 가치를 창출하지 못하는 기업은 생존할 수 없는 시대인 것이다. 불확실성을 극복하고 기업이 생존하기 위해서 '창의적'이어야만 하는 시대가 된 것이다. 기업의 창의성은 업무능력이나 성과와는 달리 금전적 물리적 보상으로 쉽게 활성화되지 않는다. 다양한 재능 경험 배경을 가진 사람들이 자기 의견을 마음껏 개진해 나아갈 수 있는 환경이 존재할 때 가능해지는 것이다. 이러한 중요성에도 불구하고, 지금까지의 연구는 기업 경영의 측면에서보다는 창의성 교육위주로 진행되어 왔으며, 기업 연구에서도 실제 성과로 이어지는 프로세스에 관한 연구보다는 주로 종업원들의 성격요인을 중심으로 연구가 진행되어왔다. 즉, 종업원이 처한 조직 내 상황적 특성으로서 현재의 비금전적 비물리적으로 동기부여를 최대한 이끌어낼 수 있는 환경적 요소들에 대한 연구는 매우 부족한 실정이다. 이에 본 연구에서는 기업의 비제도적 측면에서 종업원이 가장 근접하게 가지게 되는 조직 내 특징적 환경 속에서 창의적 성과를 일으키게 하는 과정을 규명해 보았다. 창의성을 발현하는 과정으로서 조직의 창의성을 이해하는데 필수적인 동기부여와 창의적 프로세스참여를 매개체로 하여 종업원의 직무특성과 상사가 보여주는 태도라는 상황적 요인들이 종업원들의 창의성 발현의 결과물이라 할 수 있는 창의적 성과에 어떠한 영향을 미치는지를 규명하고자 하였다.

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지속적 관여도 및 인지된 위험이 소비자의 온라인 상인선택 프로세스에 미치는 영향에 관한 연구: 요구신뢰 수준 개념을 중심으로 (How Enduring Product Involvement and Perceived Risk Affect Consumers' Online Merchant Selection Process: The 'Required Trust Level' Perspective)

  • 홍일유;이정민;조휘형
    • Asia pacific journal of information systems
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    • 제22권1호
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    • pp.29-52
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    • 2012
  • Consumers differ in the way they make a purchase. An audio mania would willingly make a bold, yet serious, decision to buy a top-of-the-line home theater system, while he is not interested in replacing his two-decade-old shabby car. On the contrary, an automobile enthusiast wouldn't mind spending forty thousand dollars to buy a new Jaguar convertible, yet cares little about his junky component system. It is product involvement that helps us explain such differences among individuals in the purchase style. Product involvement refers to the extent to which a product is perceived to be important to a consumer (Zaichkowsky, 2001). Product involvement is an important factor that strongly influences consumer's purchase decision-making process, and thus has been of prime interest to consumer behavior researchers. Furthermore, researchers found that involvement is closely related to perceived risk (Dholakia, 2001). While abundant research exists addressing how product involvement relates to overall perceived risk, little attention has been paid to the relationship between involvement and different types of perceived risk in an electronic commerce setting. Given that perceived risk can be a substantial barrier to the online purchase (Jarvenpaa, 2000), research addressing such an issue will offer useful implications on what specific types of perceived risk an online firm should focus on mitigating if it is to increase sales to a fullest potential. Meanwhile, past research has focused on such consumer responses as information search and dissemination as a consequence of involvement, neglecting other behavioral responses like online merchant selection. For one example, will a consumer seriously considering the purchase of a pricey Guzzi bag perceive a great degree of risk associated with online buying and therefore choose to buy it from a digital storefront rather than from an online marketplace to mitigate risk? Will a consumer require greater trust on the part of the online merchant when the perceived risk of online buying is rather high? We intend to find answers to these research questions through an empirical study. This paper explores the impact of enduring product involvement and perceived risks on required trust level, and further on online merchant choice. For the purpose of the research, five types or components of perceived risk are taken into consideration, including financial, performance, delivery, psychological, and social risks. A research model has been built around the constructs under consideration, and 12 hypotheses have been developed based on the research model to examine the relationships between enduring involvement and five components of perceived risk, between five components of perceived risk and required trust level, between enduring involvement and required trust level, and finally between required trust level and preference toward an e-tailer. To attain our research objectives, we conducted an empirical analysis consisting of two phases of data collection: a pilot test and main survey. The pilot test was conducted using 25 college students to ensure that the questionnaire items are clear and straightforward. Then the main survey was conducted using 295 college students at a major university for nine days between December 13, 2010 and December 21, 2010. The measures employed to test the model included eight constructs: (1) enduring involvement, (2) financial risk, (3) performance risk, (4) delivery risk, (5) psychological risk, (6) social risk, (7) required trust level, (8) preference toward an e-tailer. The statistical package, SPSS 17.0, was used to test the internal consistency among the items within the individual measures. Based on the Cronbach's ${\alpha}$ coefficients of the individual measure, the reliability of all the variables is supported. Meanwhile, the Amos 18.0 package was employed to perform a confirmatory factor analysis designed to assess the unidimensionality of the measures. The goodness of fit for the measurement model was satisfied. Unidimensionality was tested using convergent, discriminant, and nomological validity. The statistical evidences proved that the three types of validity were all satisfied. Now the structured equation modeling technique was used to analyze the individual paths along the relationships among the research constructs. The results indicated that enduring involvement has significant positive relationships with all the five components of perceived risk, while only performance risk is significantly related to trust level required by consumers for purchase. It can be inferred from the findings that product performance problems are mostly likely to occur when a merchant behaves in an opportunistic manner. Positive relationships were also found between involvement and required trust level and between required trust level and online merchant choice. Enduring involvement is concerned with the pleasure a consumer derives from a product class and/or with the desire for knowledge for the product class, and thus is likely to motivate the consumer to look for ways of mitigating perceived risk by requiring a higher level of trust on the part of the online merchant. Likewise, a consumer requiring a high level of trust on the merchant will choose a digital storefront rather than an e-marketplace, since a digital storefront is believed to be trustworthier than an e-marketplace, as it fulfills orders by itself rather than acting as an intermediary. The findings of the present research provide both academic and practical implications. The first academic implication is that enduring product involvement is a strong motivator of consumer responses, especially the selection of a merchant, in the context of electronic shopping. Secondly, academicians are advised to pay attention to the finding that an individual component or type of perceived risk can be used as an important research construct, since it would allow one to pinpoint the specific types of risk that are influenced by antecedents or that influence consequents. Meanwhile, our research provides implications useful for online merchants (both online storefronts and e-marketplaces). Merchants may develop strategies to attract consumers by managing perceived performance risk involved in purchase decisions, since it was found to have significant positive relationship with the level of trust required by a consumer on the part of the merchant. One way to manage performance risk would be to thoroughly examine the product before shipping to ensure that it has no deficiencies or flaws. Secondly, digital storefronts are advised to focus on symbolic goods (e.g., cars, cell phones, fashion outfits, and handbags) in which consumers are relatively more involved than others, whereas e- marketplaces should put their emphasis on non-symbolic goods (e.g., drinks, books, MP3 players, and bike accessories).

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ICT 산업분야 신생기업의 IPO 이후 인수합병과 산업 집중도에 관한 연구 (Impact of Shortly Acquired IPO Firms on ICT Industry Concentration)

  • 장영봉;권영옥
    • 지능정보연구
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    • 제26권3호
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    • pp.51-69
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    • 2020
  • 본 논문은 ICT 산업분야에서 신생기업이 기업공개(IPO) 이후 단기간 내에 기존 기업에 인수합병됨으로써 산업의 집중도가 높아지는 현상을 실증적으로 규명하였다. 이를 위해 1990년대 이후 기업공개를 한 4,938개 기업에 대해 산업분야를 구분하고 인수합병 여부에 따른 상태 변화를 추적하여 산업의 집중도에 미치는 영향을 분석하였다. 먼저 시기별로 분석한 결과, 2000년대 이후 기업들은 1990년대 기업들에 비해 상대적으로 단기간 내에 기존 기업에 인수합병된 것으로 나타났다. 그러나 이들 기업은 규모, 수익성 및 연구개발비 등이 시장에서 퇴출된 기업에 비해 양호한 것으로 나타났다. 또한 산업분야별로 분석한 결과, 동일한 산업분야로 인수합병되는 경우가 증가할수록 산업의 집중도 역시 증가한 것으로 나타났다. 그리고 산업분야별로 지배적 기업의 존재여부를 분석한 결과, 지배적 기업이 존재할 경우 인수합병이 산업의 집중도에 미치는 영향이 더 큰 것으로 나타났다. 특히 지배적 기업의 비중이 높은 ICT 분야에서 산업의 집중도에 미치는 영향이 더욱 크게 부각되는 것으로 나타났다. 이는 알파벳, 아마존 등이 공격적으로 신생기업을 인수합병하고 시장에서의 지배력을 확장시켜나가고 있는 ICT 산업분야의 최근 추세를 보여주고 있다. 또한 인공지능 및 데이터 애널리틱스 등 ICT 기술기반 신생기업이 인수된 경우 산업 집중도의 변동은 더 큰 폭으로 증가하는 것으로 나타났다. 이러한 분석결과는 디지털 경제시대에 ICT 분야의 산업 집중도가 높아지는 요인의 하나로서 신생기업이 단기간 내에 인수합병되는 추세를 실증적으로 규명하였다는 점에서 의의가 있다.

기업의 SNS 노출과 주식 수익률간의 관계 분석 (The Analysis on the Relationship between Firms' Exposures to SNS and Stock Prices in Korea)

  • 김태환;정우진;이상용
    • Asia pacific journal of information systems
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    • 제24권2호
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    • pp.233-253
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    • 2014
  • Can the stock market really be predicted? Stock market prediction has attracted much attention from many fields including business, economics, statistics, and mathematics. Early research on stock market prediction was based on random walk theory (RWT) and the efficient market hypothesis (EMH). According to the EMH, stock market are largely driven by new information rather than present and past prices. Since it is unpredictable, stock market will follow a random walk. Even though these theories, Schumaker [2010] asserted that people keep trying to predict the stock market by using artificial intelligence, statistical estimates, and mathematical models. Mathematical approaches include Percolation Methods, Log-Periodic Oscillations and Wavelet Transforms to model future prices. Examples of artificial intelligence approaches that deals with optimization and machine learning are Genetic Algorithms, Support Vector Machines (SVM) and Neural Networks. Statistical approaches typically predicts the future by using past stock market data. Recently, financial engineers have started to predict the stock prices movement pattern by using the SNS data. SNS is the place where peoples opinions and ideas are freely flow and affect others' beliefs on certain things. Through word-of-mouth in SNS, people share product usage experiences, subjective feelings, and commonly accompanying sentiment or mood with others. An increasing number of empirical analyses of sentiment and mood are based on textual collections of public user generated data on the web. The Opinion mining is one domain of the data mining fields extracting public opinions exposed in SNS by utilizing data mining. There have been many studies on the issues of opinion mining from Web sources such as product reviews, forum posts and blogs. In relation to this literatures, we are trying to understand the effects of SNS exposures of firms on stock prices in Korea. Similarly to Bollen et al. [2011], we empirically analyze the impact of SNS exposures on stock return rates. We use Social Metrics by Daum Soft, an SNS big data analysis company in Korea. Social Metrics provides trends and public opinions in Twitter and blogs by using natural language process and analysis tools. It collects the sentences circulated in the Twitter in real time, and breaks down these sentences into the word units and then extracts keywords. In this study, we classify firms' exposures in SNS into two groups: positive and negative. To test the correlation and causation relationship between SNS exposures and stock price returns, we first collect 252 firms' stock prices and KRX100 index in the Korea Stock Exchange (KRX) from May 25, 2012 to September 1, 2012. We also gather the public attitudes (positive, negative) about these firms from Social Metrics over the same period of time. We conduct regression analysis between stock prices and the number of SNS exposures. Having checked the correlation between the two variables, we perform Granger causality test to see the causation direction between the two variables. The research result is that the number of total SNS exposures is positively related with stock market returns. The number of positive mentions of has also positive relationship with stock market returns. Contrarily, the number of negative mentions has negative relationship with stock market returns, but this relationship is statistically not significant. This means that the impact of positive mentions is statistically bigger than the impact of negative mentions. We also investigate whether the impacts are moderated by industry type and firm's size. We find that the SNS exposures impacts are bigger for IT firms than for non-IT firms, and bigger for small sized firms than for large sized firms. The results of Granger causality test shows change of stock price return is caused by SNS exposures, while the causation of the other way round is not significant. Therefore the correlation relationship between SNS exposures and stock prices has uni-direction causality. The more a firm is exposed in SNS, the more is the stock price likely to increase, while stock price changes may not cause more SNS mentions.

해외농업투자에 따른 유통체계 개선방안에 관한 연구 (A study on the improvement of distribution system by overseas agricultural investment)

  • 선일석;이동옥
    • 유통과학연구
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    • 제8권3호
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    • pp.17-26
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    • 2010
  • 세계경제 및 환경의 변화에 따라 농산물의 불안정적인 수급으로 인한 문제점이 노출되고 있으며, 우리나라의 경우 농산물의 안정적인 확보를 위하여 국가 전략적 차원에서의 해외농업투자의 필요성이 요구되고 있다. 하지만 정부차원의 지원 미진, 해외 농업에 대한 정보 및 기술 미비, 개발자금 확보의 어려움, 장기간의 투자금 회수기간, 사후관리 미흡 등의 이유로 성과를 이루지 못하고 있는 실정이며, 특히 해외 농산물의 국내 반입 시 관세의 장벽, 물류 유통비용 등으로 가격 경쟁력이 떨어지고 있어 국내에 반입되지 못하고 있는 실정이다. 이에 본 연구에서는 우리나라의 해외농업투자의 기본개념 및 실태를 살펴보고 해외농업투자의 필요성과 고려사항, 문제점 등을 도출하여 해외에서 재배된 농산물의 경쟁력을 위한 유통 측면에서의 개선방안을 정부의 간접적인 지원, 유통 현대화 및 유통정보기능 강화, 유통시설, 수송루트, 하역업무개선, 경쟁력 확보를 위한 정부의 정책적 지원, 교육 훈련을 통한 전문인력 양성 등 다섯 가지 측면에서 제시하였다.

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조직의 자원을 고려한 RFID 도입단계별 영향요인에 관한 실증연구 (An Empirical Study on the Factors Affecting RFID Adoption Stage with Organizational Resources)

  • 장성희;이동만
    • Asia pacific journal of information systems
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    • 제19권3호
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    • pp.125-150
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    • 2009
  • RFID(Radio Frequency IDentification) is a wireless frequency of recognition technology that can be used to recognize, trace, and identify people, things, and animals using radio frequency(RF). RFID will bring about many changes in manufacturing and distributions, among other areas. In accordance with the increasing importance of RFID techniques, great advancement has been made in RFID studies. Initially, the RFID research started as a research literature or case study. Recently, empirical research has floated on the surface for announcement. But most of the existing researches on RFID adoption have been restricted to a dichotomous measure of 'adoption vs. non-adoption' or adoption intention. In short, RFID research is still at an initial stage, mainly focusing on the research of the RFID performance, integration, and its usage has been considered dismissive. The purpose of this study is to investigate which factors are important for the RFID adoption and implementation with organizational resources. In this study, the organizational resources are classified into either finance resources or IT knowledge resources. A research model and four hypotheses are set up to identify the relationships among these variables based on the investigations of such theories as technological innovations, adoption stage, and organizational resources. In order to conduct this study, a survey was carried out from September 27, 2008 until October 23, 2008. The questionnaire was completed by 143 managers and workers from physical distribution and manufacturing companies related to the RFID in South Korea. 37 out of 180 surveys, which turned out unfit for the study, were discarded and the remaining 143(adoption stage 89, implementation stage 54) were used for the empirical study. The statistics were analyzed using Excel 2003 and SPSS 12.0. The results of the analysis are as follows. First, the adoption stage shows that perceived benefits, standardization, perceived cost savings, environmental uncertainty, and pressures from rival firms have significant effects on the intent of the RFID adoption. Further, the implementation stage shows that perceived benefits, standardization, environmental uncertainty, pressures from rival firms, inter-organizational cooperation, and inter-organizational trust have significant effects on the extent of the RFID use. In contrast, inter-organizational cooperation and inter-organizational trust did not show much impact on the intent of RFID adoption while perceived cost savings did not significantly affect the extent of RFID use. Second, in the adoption stage, financial issues had adverse effect on both inter-organizational cooperation and the intent against the RFID adoption. IT knowledge resources also had a deterring effect on both perceived cost savings and the extent of the RFID adoption. Third, in the implementation stage, finance resources had a moderate effect on environmental uncertainty and extent of RFID use while IT knowledge resources had also a moderate effect on perceived cost savings and the extent of the RFID use. Limitations and future research issues can be summarized as follows. First, it is difficult to say that the sample is large enough to be representative of the population. Second, because the sample of this study was conducted among manufacturers only, it may be limited in analyzing fully the effect on the industry as a whole. Third, in consideration of the fact that the organizational resources in the RFID study require a great deal of researches, this research may deem insufficient to fulfill the purpose that it initially set out to achieve. Future studies using performance research are, therefore, needed to help better understand the organizational level of the RFID adoption and implementation.

지역신문 기사생산에 영향을 미치는 요인에 대한 질적 연구 "광주드림" 기사생산을 중심으로 (A Qualitative Study on the Forces that Influence the Article Production of Local Newspapers Focus on the Article Production of Gwangjudream)

  • 허진아;이오현
    • 한국언론정보학보
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    • 제46권
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    • pp.449-484
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    • 2009
  • 이 연구는 무료 일간지임에도 불구하고 지역 언론으로서 나름의 역할을 하고 있는 것으로 평가 받고 있는 "광주드림"의 기사생산과정을 참여관찰과 심층면접을 통해 면밀히 밝히고자 하였다. 특히 기사생산에 영향을 끼치는 요인(힘)들과 이들 사이의 상호작용을 분석하고자 하였다. 이를 통해, 광주지역에 신문들이 난립하고 있지만 지역 언론 본연의 기능을 제대로 수행하고 있는 신문이 거의 없는 현실과 문제들에 대한 이해를 심화시키고 그 개선 방향을 조망하는 데 기여하고자 하였다. 연구결과, "광주드림" 기사생산에 영향을 끼치는 요인(힘)은 크게 다섯 가지로 나타났다; 1) 역사적 요인으로 지역 언론 본연의 기능을 지향했던 "광주드림"의 창간배경, 2) 개인적 요인으로 "광주드림" 구성원들의 주류 사회와 문화에 대한 비판적 성향, 3) 조직적 요인으로 비위계적 조직문화와 편집권의 독립, 4) 관행적 요인으로 출입처 제도의 폐지, 5) 경제적 요인으로 광고주의 영향력, 재정적 열악성, 그리고 독자확보를 위한 경쟁. 역사적 요인과 개인적 요인은 기사생산을 위한 기본적 환경으로, 조직적 요인과 관행적 요인은 실질적 환경으로 작동하면서, "광주드림"이 지역 정치권력에 대한 감시와 비판, 지역성과 시민밀착성, 소수자들에 대한 배려 등과 같은 특성(차별성)들을 지니도록 하였다. 경제적 요인은 이러한 "광주드림"의 특성(차별성) 들을 약화시키는 환경을 제공하였는데, 특히 재정적 열악성은 통신기사의 의존도 그리고 심층성과 전문성이 낮은 기사의 출현가능성을 높였고, 독자확보를 위한 경쟁은 "광주드림" 기사의 연성화를 불러일으켰다. 이 연구의 결과는 지역신문사들이 지역 언론 본연의 기능을 제대로 수행하고 있지 못한 문제를 과도하게 경제적 열악함에 의한 것으로 치부하는 지역 언론계나 학계의 사고 경향에 문제를 제기한다. 또한 지역 신문사들을 살리기 위한 정부차원의 지원은 계속되어야 하지만 지역 신문사들에 대한 정량적 평가를 기준으로 이루어지는 단순한 경제적 지원만으로는 그 목적을 달성하기 어렵다는 것도 시사한다고 하겠다.

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데이터마이닝을 활용한 사랑의 형태에 따른 연인관계 몰입수준 및 관계 지속여부 예측 (Prediction of commitment and persistence in heterosexual involvements according to the styles of loving using a datamining technique)

  • 박윤주
    • 지능정보연구
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    • 제22권4호
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    • pp.69-85
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    • 2016
  • 연인과의 성공적인 관계형성은 인생의 만족감을 결정짓는 핵심적인 요소 중 하나이다. 기존에 심리학 분야에서는 성공적인 연인관계에 영향을 미치는 요인들에 대한 다양한 연구가 수행되어 왔으나, 주로 통계적인 분석기법에 기반하고 있기 때문에 복잡한 비선형의 관계를 분석하고, 특징을 추출하는 데에는 한계가 있었다. 이에, 본 연구는, 기존의 통계적인 분석 기법과 더불어, 데이터마이닝의 의사결정나무 분석기법을 활용하여 사랑의 형태에 따른 연인관계의 몰입(commitment) 수준과 관계지속 여부를 분석하였다. 특히, 기존 연구에서 도출된 주요 변인들 이외에 사랑의 여섯 가지 형태인 에로스(eros), 루두스(ludus), 스트로게(storge), 매니아(mania), 프래그마(pragma) 그리고 아가페(agape)를 추가적으로 고려하여, 이들이 연인관계에서 서로에 대한 몰입수준 및 연인관계 지속여부에 어떠한 영향을 미치는지 분석하고, 예측하는 모형을 수립하였다. 본 연구에는 실제 남녀커플 105쌍, 총 210명에 대한 데이터가 활용되었다. 본 연구결과 연인관계 몰입수준 및 관계 지속여부의 영향요인으로, 기존에 심리학 분야에서 제시된 변수들 이외에, 에로스, 아가페, 프래그마 등이 유의한 영향을 미친다는 것을 확인하였다. 특히, 남성은 아가페적 사랑의 형태가 몰입에 중요한 영향을 미치는 반면, 여성은 에로스적 사랑의 형태가 더욱 중요한 영향을 미치는 것으로 나타났다. 또한, 연인관계 지속여부에는 남성의 나르시시즘, 만족, 투자 및 매니아적 성향이 영향을 주고 있는 것으로 나타난 반면, 여성의 경우, 여성이 남성을 매니아적으로 사랑하는 정도만이 영향을 주고 있어, 남성이 관계의 지속 또는 결별에 더욱 결정적인 영향을 미치고 있는 것을 알 수 있었다. 이러한 연구는 데이터마이닝의 적용분야를 심리학 영역으로 확장한 융합연구로, 연인관계에 대한 새로운 분석을 시도하였다는 점에서 의의가 있으며, 조화로운 연인관계를 형성하는데 실질적인 시사점을 제공할 수 있을 것으로 기대된다.