• 제목/요약/키워드: inferential statistical analysis

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사용자 특성과 ChatGPT 신뢰의 관계 : 인구통계학적 변수와 AI 경험의 영향 (User Factors and Trust in ChatGPT: Investigating the Relationship between Demographic Variables, Experience with AI Systems, and Trust in ChatGPT)

  • 박예은;장정훈
    • 디지털산업정보학회논문지
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    • 제19권4호
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    • pp.53-71
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    • 2023
  • This study explores the relationship between various user factors and the level of trust in ChatGPT, a sophisticated language model exhibiting human-like capabilities. Specifically, we considered demographic characteristics such as age, education, gender, and major, along with factors related to previous AI experience, including duration, frequency, proficiency, perception, and familiarity. Through a survey of 140 participants, comprising 71 females and 69 males, we collected and analyzed the data to see how these user factors have a relationship with trust in ChatGPT. Both descriptive and inferential statistical methods, encompassing multiple linear regression models, were employed in our analysis. Our findings reveal significant relationships between user factors such as gender, the perception of prior AI interactions, self-evaluated proficiency, and Trust in ChatGPT. This research not only enhances our understanding of trust in artificial intelligence but also offers valuable insights for AI developers and practitioners in the field.

Prospects and Challenges of Social Media Marketing: Study of Indian Management Institutes

  • Bhandari, Ravneet Singh;Bansal, Sanjeev
    • Asian Journal of Business Environment
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    • 제8권4호
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    • pp.5-15
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    • 2018
  • Purpose - The research aimed to reveal real decisional behavioral of management institutes in India for social media marketing usage, and analyses of empirical elements of social media consumption pattern. Research design, data, and methodology - The investigation was based around a research methodology using quantitative analysis with appropriate statistical techniques on random surveys of consumers, detailed exploratory and confirmatory factor analyses are applied to assess the empirical validity of the model and multiple regression employed using R studio edition to validate the reliability of the developed models. Results - A new conceptual framework is proposed - the management institutions decision model, providing a tool for effective and more focused decision-making strategies for developing better utilization techniques for social media. Management institutions have different requirements based upon objectives and resources available. The evidence suggests that the administrators need to be more aware of consumer indicators when targeting and designing social media marketing strategy. Conclusions - The research was based on samples and not the entire population of target consumers, providing limitations. As an inferential statistical method was chosen, the results might be susceptible to inaccuracy. The model developed from different age users, thereby providing rich perspectives into social media usage pattern.

경영정보학 연구에 나타난 실증적 연구방법 적용상의 문제: 평가를 통해 얻은 교훈 (Application of Empirical Research Methods in Information Systems Research: Gaining Lessons Through Evaluation)

  • 강신철;이중기;최정일
    • Asia pacific journal of information systems
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    • 제16권2호
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    • pp.1-25
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    • 2006
  • Application of appropriate research methods has assumed an important role in knowledge accumulation endeavors in the scientific research community. The current study reported here summarizes how we used the empirical methods in IS research, what we need to improve in using empirical study as research methodology through the set of comprehensive research guideline. From the survey and review of seminal and classical research guidelines, we developed our own 28 checklist for research design, statistical analysis, and conclusion, which can be commonly applied to all articles that employ inferential statistical methods in IS research. Then, we critically evaluated the usage of empirical research methods in major IS journals by using the checklist, with the goal of improving the quality of academic papers. In this study, we scrutinized four major IS journals which published empirical papers from 1991 to 2000: MIS Quarterly, Journal of MIS, Information Systems Research, and Decision Sciences. As a result of intensive evaluation work, we could highlight many areas that are lagging and call for greater attention with regard to the proper usage of empirical study in IS research. The research findings in this study can be referred as checklist and guideline when IS researcher applies the empirical method.

대한치과보철학회지에서 볼 수 있는 통계적 오류의 고찰(2006 - 2010) (Assessment of statistical errors of articles published in the Journal of the Korean Academy of Prosthodontics: 2006 - 2010)

  • 강동완;서윤암;오남식;임회정
    • 대한치과보철학회지
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    • 제50권4호
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    • pp.258-270
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    • 2012
  • 연구 목적: 대한치과보철학회지의 최근 5년간 게재된 논문 중에서 통계 방법이 사용된 논문의 빈도를 조사하고 통계 방법의 종류 및 오류의 유형과 빈도를 살펴 보고 오류별 적절한 통계 방법을 제시하고 통계분석 가이드라인을 개발하여 대한치과보철학회지의 학술적 발전에 기여하고자 한다. 연구 재료 및 방법: 2006년부터 2010년까지 게재된 논문 336편 중 통계방법이 사용된 255편을 연구대상으로 하여 연도별로 통계 방법 사용 여부, 주로 사용된 통계방법과 소프트웨어의 유형과 빈도를 조사하였다. 통계방법 별로 고안된 가이드라인에 따라 오류를 조사하였는데 주로 실험설계의 적절성, 분석법에 대한 가정검토, 표본의 독립성 및 변수의 적합성, 적절한 표본 수와 적절한 통계방법이 사용되었는지에 대한 평가를 하였고 이를 토대로 고안된 가이드라인을 제시하였다. 결과: 본 연구에서 조사된 논문 중 추론통계를 사용한 논문이 193편(75.9%)으로 대다수를 차지하였고 사용된 소프트웨어는 SPSS가 153편(59.77%)으로 가장 많았다. 추론통계를 사용한 논문들을 대상으로 통계방법을 분류한 결과 ANOVA (41.5%), t-test (20.0%), 비모수 방법(16.9%)순으로 많았고 최근에 가까울수록 다양한 분석법을 시도하였으나 유의한 변화는 관찰되지 않았다. 대부분의 논문들은 표본수의 산출근거를 제시하지 않았고, 분석법에 대한 가정(독립성, 정규성, 등분산성 등) 검토를 하지 않은 공통적인 오류를 범했다. 전체적으로는 61.2%의 통계적 오류를 범하였다. 결론: 대부분의 오류는 전체적인 분석 후 세부적인 분석으로 들어가야 하는데 두 요인에 대한 상호작용을 무시하고 단변수 분석을 여러 번 한 경우와 연구 계획 단계에서 적절한 표본 수를 산출하지 않아 나타난 경우 등이었다. 이러한 통계 오류를 최소화하기 위하여 분석 방법 별 검정 절차에 대한 통계분석 가이드라인을 제시하였다.

Role of Social Enterprises to Overcome Food Insecurity: Evidence from Ethiopia

  • BEKELE, Eshetu Tefera
    • 산경연구논집
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    • 제13권11호
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    • pp.11-19
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    • 2022
  • Purpose: Food security is a dynamic concept, which has continuously integrated new dimensions and levels of analysis over the years; this reflects the wider recognition of its complexities in research and public policy issues. Food insecurity is a major challenge for Ethiopia and for many African countries. This paper aims to identify the roles of social enterprises to overcome food insecurity. Research design, data and methodology: The research has focused on one primary question. What are the role of social enterprises to overcome food insecurity? The survey questionnaire was developed and an interview was made using enumerators. A total sample size of 400 sample households was selected randomly using the method of sampling with probability proportionate to size. Descriptive and inferential statistical analysis methods were used for data analysis. Results: Results of the regression analysis show that all of the hypothesized independent variables are significantly and positively affecting post membership income of the sample households. Conclusions: all stakeholders as government, development actors and academic institutions should closely monitor and support social enterprises/cooperatives technically, financially and materially. By doing so, the full potential and contributions of social enterprises in reducing unemployment and solving the social and environmental problems can be effective.

한국임상수의학회지에 발표된 논문의 통계분석 검토 (Statistical Issues in the Articles Published in the Journal of Veterinary Clinics)

  • 박선일;오태호
    • 한국임상수의학회지
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    • 제27권2호
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    • pp.170-174
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    • 2010
  • 본 연구는 2006-2007년 한국임상수의학회지에 발표된 논문을 대상으로 자료 분석과 보고방법의 오류를 중심으로 검토하였다. 총 129편 중 94편이 적어도 한가지 이상의 통계분석을 수행하였으며, 분석기법으로는 세 집단 이상 비교 (53편, 56.4%), 두 독립표본 검정 (40편, 42.6%), 짝지은 표본 검정 (9편, 9.6%) 순으로 나타났다. 94편 중 62편 (66%)의 논문에서 적어도 한가지 이상의 통계적 오류가 발견되었다. 주요 오류로는 짝지은 표본에 대한 독립표본 검정, 세 집단 이상에 대한 t 검정의 반복, 카이제곱 검정에서 연속성 보정 무시, 분산분석에서 정규성 검토와 다중비교 방법 선택의 오류, 반복측정 자료에 대한 의존성 가정 무시, 통계분석 방법에 대한 부적절한 설명, 적용한 분석기법에 대한 구체적인 설명 부재 등으로 나타났다. 이러한 문제점을 개선하기 위해서는 학회차원에서 통계처리와 기술방법에 대한 가이드라인을 시급히 마련할 필요가 있을 것으로 사료된다.

여성 불임환자의 맥진특성 연구 (A Study on Characteristics of Pulse Diagnosis in Infertile Women)

  • 유정은;장새별;유동열
    • 혜화의학회지
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    • 제23권2호
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    • pp.15-21
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    • 2015
  • Objective : The purpose of this study is to demonstrate the characteristics of pulse diagnosis in infertile women. Methods : We have studied 38 women infertility patients in the Dunsan oriental hospital by using pulse diagnostic device. Pulsation and pulse types have been analyzed with variables of infertility factors. Statistical analysis was performed by adopting descriptive and inferential tests. Results : Both right and left chi parts were shown different from other parts. In small intestine and gall bladder showed significantly different pulsation according to the infertility factor. Short pulse, fine pulse, skipping pulse, shallow pulse and deep pulse were often representative pulse types for the main organs of woman infertility. In Triple energizers showed significantly different shallow pulse type according to the infertility factor. Conclusion : The results corresponded closely with previous literature on pulse diagnosis about infertile women.

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Moderating Effect of Individualism/Collectivism on the Association between Service Quality, Corporate Reputation, Perceived Value and Consumer Behavioural Intention

  • Maiyaki, Ahmed Audu
    • 유통과학연구
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    • 제11권7호
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    • pp.39-45
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    • 2013
  • Purpose - The paper aims at testing the moderating effect of individualism dimension of culture on consumer behavioural intention about bank services in Nigeria. Research design, data, and methodology - A survey was conducted with a sample of five hundred and fifty five bank customers drawn from various retails banks. Using Statistical Package for Social Sciences and Analysis of Moment Structure, combinations of descriptive and inferential statistics were performed. Invariance test and multiple-group analysis were conducted in order to assess the moderating effect. The invariance test was necessary to confirm the equivalence of constructs so that any difference detected thereafter could be related to moderating effect. Results - The results show that individualism has a significant moderating effect on the relationship between technical quality, perceived value and corporate image on the one hand, and behavioural intention on the other. However, individualism does not moderate the association between functional quality and behavioral intention. Conclusions - It is recommended that the bank policy makers should take necessary step to enhance the customer perception of technical quality, perceived value and corporate image with respect the retail bank services.

Factors Affecting the Participation of Milk Producers in Dairy Marketing Cooperatives: Evidence from Ethiopia

  • BEKELE, Eshetu Tefera
    • 산경연구논집
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    • 제12권10호
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    • pp.19-30
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    • 2021
  • Purpose: Dairy marketing cooperatives operate in the agricultural sector of the Ethiopian economy and are supposed to increase the efficiency of the marketing system. This paper aims to study factors affecting the participation of farm households' in dairy marketing cooperatives. Research design, data, and methodology: The research has focused on one primary question. What are the possible factors that affect farm households' participation in dairy marketing cooperatives? The survey questionnaire was developed and an interview was made using enumerators. A total of 1500 sample households were selected randomly using the method of sampling with probability proportionate to size. Descriptive and inferential statistical analysis (binary logit model) was used for analysis. Results: The study result revealed that among thirteen explanatory variables hypothesized to affect dairy producer farmers' participation in dairy marketing cooperatives; eleven were found to be statistically significant. From these findings, it is observed that members of the dairy cooperatives have significant advantage over nonmembers. Conclusions: Both internal and external intervention measures are suggested. Internally, the cooperatives' board of directors should design appropriate strategies to attract nonmembers to improve future participation, and, externally, government, NGOs, and other stakeholders need to emphasize methods that increase nonmembers' participation in dairy marketing cooperatives.

The Impact of COVID- 19 on the Accounting Profession in Bangladesh

  • JABIN, Shahima
    • 산경연구논집
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    • 제12권7호
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    • pp.7-14
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    • 2021
  • Purpose: The coronavirus (COVID-19) has become a worldwide pandemic and significantly influences the global economy. Therefore, this paper aims to determine the impact of COVID-19 on the accounting profession in Bangladesh. Research design, data, and methodology: The research has focused on its primary question. How much does COVID- 19 affect the accounting profession in Bangladesh? A formal questionnaire has been developed to address it. Questionnaire was spread via Facebook and email. Sample was determined by using random sampling method. The collection comprises 190 from Bangladesh. The Likert scale of five points was used. Descriptive and inferential statistical analysis (Wilcoxon signed-rank test) were used for analysis. Results: the study found a great impact of COVID-19 on the accounting profession in Bangladesh. Many changes are faced due to pandemics. Most accountants are working remotely during pandemic rather than before pandemic. They have adapted to new technology. Meetings and trainings are held virtually. They are also facing cybersecurity problems because of less data security. Job insecurity has increased. Conclusions Therefore, the global pandemic COVID-19 dramatically affects the accounting profession in Bangladesh. The changes that happened due to pandemics will advance the accounting profession. These revolutionary changes will become the world's new normal.