• Communications for Statistical Applications and Methods
• /
• 제18권6호
• /
• pp.859-869
• /
• 2011

영화의 흥행 결정 요인에 대한 학문적 연구와 함께 상업적 시각에서 개별 영화의 흥행 예측에 대한 관심이 증대되고 있다. 본 연구는 2010년 한국에서 개봉된 영화를 대상으로 영화 흥행에 영향을 미치는 요인들과 영화 흥행 성과간의 관계를 분석하였다. 제작 전 투자 의사결정단계에서 영화 장르, 관람등급, 감독, 배우가 통계적으로 유의한 결과를 보였으며, 배급편성의 의사결정단계에서는 배우효과, 스크린수, 배급사파워, 소셜미디어가 통계적으로 유의한 결과를 나타내고 있다. 선택확률개념을 이용한 다항로짓모형을 통해 영화 흥행작의 성과에 영향을 미치는 요인을 검증하였으며, 인공신경망, 판별분석과 비교하여 다항로짓모형의 흥행영화 예측력을 입증하였다.

• 한국정보시스템학회지:정보시스템연구
• /
• 제32권1호
• /
• pp.109-146
• /
• 2023

Purpose With Intelligent public service (IPS), it is possible to automate the quality of civil affairs, provide customized services for citizens, and provide timely public services. However, empirical studies on factors for the successful use of IPS are still insufficient. Hence, the purpose of this study is to empirically analyze the factors that affect the success of IPS with classification function. ISSM (Information System Success Model) is considered as the underlying research model, and how the algorithm quality, data quality, and environmental quality of the discrimination system affect the relationship between utilization intentions is analyzed. Design/methodology/approach In this study, a survey was conducted targeting users using IPS. After giving them a preliminary explanation of the intelligent public service centered on the discrimination system, they briefly experienced two types of IPS currently being used in the public sector. Structural model analysis was conducted using Smart-PLS 4.0 with a total of 415 valid samples. Findings First, it was confirmed that algorithm quality and data quality had a significant positive (+) effect on information quality and system quality. Second, it was confirmed that information quality, system quality, and environmental quality had a positive (+) effect on the use of IPS. Thirdly, it was confirmed that the use of IPS had a positive (+) effect on the net profit for the use of IPS. In addition, the moderating effect of the degree of knowledge on AI, the perceived accuracy of discriminative experience and IPS, and the user was analyzed. The results suggest that ISSM and TOE framework can expand the understanding of the success of IPS.

• 한국멀티미디어학회논문지
• /
• 제21권2호
• /
• pp.281-288
• /
• 2018

Crowdfunding has seen an enormous rise, becoming a new alternative funding source for emerging startup companies in recent years. Despite the huge success of crowdfunding, it has been reported that only around 40% of crowdfunding campaigns successfully raise the desired goal amount. The purpose of this study is to investigate key factors influencing successful fundraising on crowdfunding platforms. To this end, we mainly focus on contents of project campaigns, particularly their linguistic cues as well as multiple features extracted from project information and multimedia contents. We reveal which of these features are useful for predicting success of crowdfunding campaigns, and then build a predictive model based on those selected features. Our experimental results demonstrate that the built model predicts the success or failure of a crowdfunding campaign with 86.15% accuracy.

• 컴퓨터교육학회논문지
• /
• 제17권1호
• /
• pp.83-96
• /
• 2014

본 연구는 통합정보시스템 구축 시 어떠한 변수가 성공적인 통합정보시스템 구축에 영향을 주는가를 파악하고, 이들 변수들 간의 관계를 규명하여, 국내 대학에서 통합정보시스템을 구축하는데 있어서 필요한 성공모형과 성공변수를 규명하고자 한다. 이를 위해 본 연구와 관련된 선행연구와 관련연구를 고찰하였으며, 이를 토대로 통합정보시스템 구축을 위한 성공변수를 도출하였다. 연구방법으로는 대학 및 전문대학에 근무하고 있는 직원들을 대상으로 설문지를 이용한 조사연구방법을 적용하였으며, 성공변수들 간의 미치는 영향관계를 검증하기 위하여 회귀분석을 실시하였다. 분석 결과 조직지원요인, 사용자지원요인, 개발지원요인, 시스템 품질, 정보 품질, 서비스 품질, 사용, 순 편익이 통합정보시스템 구축을 위한 성공변수로 도출되었으며, 이들 간의 관계를 규명하여 성공모형을 제시하였다.

• Asia pacific journal of information systems
• /
• 제12권4호
• /
• pp.21-36
• /
• 2002

This study empirically examined the effects of data warehousing methodology on the success of data warehousing. Research model and two hypotheses were set up to identify the relationships among two types of data warehousing methodology(top-down/bottom-up, dw configuration) and success based on the investigations of such theories as data warehousing, data warehousing methodology, IS success and so forth. And the survey instrument(questionnaire) was developed to collect data. Ultimately 183 questionnaires from 61 korean firms were collected. Findings showed that two types of data warehousing methodology affect significant effect on the success of data warehousing.

• International Journal of Quality Innovation
• /
• 제9권2호
• /
• pp.39-56
• /
• 2008

Six Sigma has been one of main quality improvement approaches since Motorola first invented Six Sigma in 1987. Many scholars and consult experts have discussed the critical success factors of implementing Six Sigma management, but most of them are based on related theories or qualitative analyses. In the paper, we first review critical success factor of Six Sigma status quo based on literature. Then we design the questionnaire and survey China manufacturing enterprises that have introduced Six Sigma management. And finally, we analyze the critical success factors of China manufacturing industry implementing Six Sigma management by using structural equation model and find that leadership and Six Sigma strategy, focus on market and customer, evaluation and motivation, selecting, managing and implementing Six Sigma projects are four critical success factors of China manufacturing enterprises implementing Six Sigma management. At the same time, the paper also presents the relationships between the critical success factors. The results are of important role in China manufacturing industry locating resources, eliminating waste and improving Six Sigma performance.

• 지역사회간호학회지
• /
• 제28권2호
• /
• pp.165-172
• /
• 2017

Purpose: Smoking cessation interventions are important because university students are vulnerable to smoking and good health practices during their university lives greatly affects their health status. The purpose of this study is to investigate the factors affecting smoking cessation success among the university students who participated in the 4-week smoking cessation program. Methods: This study was conducted with 101 university student smokers. To identify the factors affecting the success of smoking cessation, a logistic regression analysis was performed. Results: In Model 1, without the smoking cessation aids variable, when the frequency of face-to-face counseling was greater, the success rate of smoking cessation was 1.70 times higher. In Model 2, including the smoking cessation aids variable, when the nicotine dependence score was higher, the success rate of smoking cessation was 0.72 times lower, and when the number of smoking cessation aids used was greater, the success rate of smoking cessation was 1.40 times higher. Conclusion: Smoking cessation aids are essential to increase the success of short-term smoking cessation, and face-to-face counseling and telephone counseling should be provided continuously to maintain long-term smoking cessation.

• 기술혁신학회지
• /
• 제4권3호
• /
• pp.291-310
• /
• 2001

This is a study on the success factors of Korean CDMA industry through a new analytical framework. Korean CDMA industry is a sample for successfully developing technologies and securing competitive advantages in the world market. The new analytical framework is based urn technological innovation model and competitive advantage model. The success factors of CDMA are analyzed from policy. technology, corporation and market paint of view and the causality between them is studied.

• 한국산업정보학회:학술대회논문집
• /
• 한국산업정보학회 2000년도 추계공동학술대회논문집
• /
• pp.265-283
• /
• 2000

Factors influencing the success or failure of information systems(IS) have been discussed in many literature. However, little theoretical development or empirical research has examined effectiveness of hospital information systems(HIS) This study set the research model of influencing factors and consequences of HIS through theoretical studies based on Management Information Systems, and then empirically tested several hypotheses related to this model. Based on a sample of 274 respondents who participated in dealing with the HIS, this research used a multiple regression analysis to test the research model. The results of this study are as follows: system quality, information quality and support of top management are statistically significant influence on user satisfaction. Service quality is a partially significant influence on user satisfaction. Hypothesis 5, proposing that computer self-efficacy would relate positively to user satisfaction, was not supported by the questionnaire results. Based on these results, system quality, information quality and support of top management are very important variables for IS success. And the study's findings indicate DeLone and McLean's model is correct in proposing that the indirect relationship between influencing factors and organizational effectiveness, mediated by user satisfaction, is an important one.

• Asia pacific journal of information systems
• /
• 제12권1호
• /
• pp.45-65
• /
• 2002

Factors influencing the success or failure of information systems(IS) have been discussed in many literature. However, limited theoretical development or empirical research have examined the effectiveness of hospital information systems(HIS). This study set out the research model of influencing factors and the performance of HIS through theoretical studies based on Management Information Systems, and then empirically tested hypotheses related to the model. The model was tested using LISREL analysis on the sample of 274 respondents who have worked with the HIS. The major results of this study are as follows: First, system characteristics and organizational characteristics have a statistically significant influence on user satisfaction. Second, the hypothesis 3, proposing that computer self-efficacy would relate positively to user satisfaction, was not supported by the results, though. According to these results, system quality, information quality, service quality and support of top management are very important variables for IS success. The study's findings also indicate DeLone and McLean's model is correct in proposing that the indirect relationship between influencing factors and organizational effectiveness, mediated by user satisfaction, is an important one.