• 제목/요약/키워드: Latent factor

검색결과 279건 처리시간 0.021초

Effects of ESG Management of Retail Companies on Consumer Values and Attitudes

  • Choo Yeon KIM;Ji Min PYO;Seong Soo CHA
    • 유통과학연구
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    • 제21권4호
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    • pp.113-119
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    • 2023
  • Purpose: This study aims to investigate the effect of retailer's ESG performance on consumption value. The research analyzed the effect of consumption value that can be obtained through ESG management of retail companies on consumer attitude and repurchase intention. Research design, data, and methodology: A research model and hypothesis were established, and statistical analysis was performed on a total of 278 samples of all age groups. To secure the reliability and validity of the data, confirmatory factor analysis and discriminant validity analysis were performed, and the causal relationship of latent variables was verified through path analysis. Results: As a result of the analysis, it was found that among the characteristics of consumption value according to ESG management, social value, economic value, accessible value, and eco-friendly value had an effect on social contribution attitude. Also, the economic value was found to have an effect on the self-actualization attitude, and both the social contribution attitude and the self-actualization attitude have an effect on the purchase intention. Conclusions: This study empirically analyzed the value of ESG management in the retail industry that consumers are paying attention to recently. This will serve as a basis for revising and supplementing the retail companies' strategy in the near future.

산업보건 위험성평가 기법의 현장 적용에 관한 연구 (A Study on the Field Application of Occupational Health Risk Assessment Method)

  • 정종득;유재흥;김윤희;정기효
    • 대한안전경영과학회지
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    • 제26권2호
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    • pp.79-86
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    • 2024
  • Scientific exploration of how occupational health risks relate with occupational illnesses are essential for mitigating health-related issues in industries. This study analyzed the risk scores obtained by occupational health risk assessments at 3,172 manufacturing companies and examined their effects on occupational illness. Statistical analyses revealed that companies with an occupational health manager (scored 89.1 out of 100) had significantly higher activity scores of health management compared to those without (78.2). However, companies with a history of occupational illness (79.1) or those classified as high-risk industries (85.2) had significantly lower activity scores than their counterparts (81.7, 87.3). In addition, regression analyses using factor analysis showed that latent risk factors such as cardiovascular disease/job stress, health management, and musculoskeletal problem significantly influenced the risk of occupational illness. The activity factors such as health management, work environment management, and regulatory complaisance significant impacted the reduction of occupational illness. The findings of this study can be used to improve the occupational health risk assessment method and utilized in effectively managing occupational risks in industries.

철도사고의 인적오류 분석을 위한 수행도 영향인자 분류 (Taxonomy of Performance Shaping Factors for Human Error Analysis of Railway Accidents)

  • 백동현;구락조;이경선;김동산;신민주;윤완철;정명철
    • 산업경영시스템학회지
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    • 제31권1호
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    • pp.41-48
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    • 2008
  • Enhanced machine reliability has dramatically reduced the rate and number of railway accidents but for further reduction human error should be considered together that accounts for about 20% of the accidents. Therefore, the objective of this study was to suggest a new taxonomy of performance shaping factors (PSFs) that could be utilized to identify the causes of a human error associated with railway accidents. Four categories of human factor, task factor, environment factor, and organization factor and 14 sub-categories of physical state, psychological state, knowledge/experience/ability, information/communication, regulation/procedure, specific character of task, infrastructure, device/MMI, working environment, external environment, education, direction/management, system/atmosphere, and welfare/opportunity along with 131 specific factors was suggested by carefully reviewing 8 representative published taxonomy of Casualty Analysis Methodology for Maritime Operations (CASMET), Cognitive Reliability and Error Analysis Method (CREAM), Human Factors Analysis and Classification System (HFACS), Integrated Safety Investigation Methodology (ISIM), Korea-Human Performance Enhancement System (K-HPES), Rail safety and Standards Board (RSSB), $TapRoot^{(R)}$, and Technique for Retrospective and Predictive Analysis of Cognitive Errors (TRACEr). Then these were applied to the case of the railway accident occurred between Komo and Kyungsan stations in 2003 for verification. Both cause decision chart and why-because tree were developed and modified to aid the analyst to find causal factors from the suggested taxonomy. The taxonomy was well suited so that eight causes were found to explain the driver's error in the accident. The taxonomy of PSFs suggested in this study could cover from latent factors to direct causes of human errors related with railway accidents with systematic categorization.

테러인식 척도의 확인적요인분석 (A Confirmatory Factor Analysis on the Awareness of Terrorism Scale in Korea)

  • 정종운;곽대경;심혜인
    • 시큐리티연구
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    • 제61호
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    • pp.235-254
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    • 2019
  • 이 연구는 테러 인식에 대한 척도에 대하여 확인적 요인분석(Confirmatory Factor Analysis)을 사용하여 요인구조를 확인함으로써, 한국형 테러인식을 측정하는데 적합한 척도인지에 대한 정보를 제공하고자 하였다. 최오호 외(2016) 「국회청사 보안강화 방안에 관한 연구」에서 수집된 국회공무원을 대상으로 한 176명의 자료를 분석에 활용하였다. 연구결과 테러인식의 총 14문항으로 구성된 척도에서 테러우려 3문항, 테러발생인식 5문항, 테러대응 3문항, 테러대비장치 3문항의 요인별 모형적합도의 적합도 지수는 기준치를 충족하여 적합한 것으로 나타났다. 표준화회귀계수도 기준 값을 상회하고 있어 적합한 것으로 나타났다. 잠재변수 테러우려가 평균분산추출값의 기준 값에 다소 미치지 못한 것을 확인하였으나, 그 이외의 값은 적합한 것으로 나타나 집중타당도가 확보된 것으로 보았다. 이를 보충하고자 판별타당도를 검증한 결과 척도 수준이 적합한 것으로 나타났다. 따라서 이 연구에서 검증한 테러인식문항을 포함하여 테러와 관련된 이론과 선행연구를 바탕으로 테러인식을 측정하기 위한 적합한 문항으로 구성된 설문지가 개발되어 측정될 필요가 있다.

지체장애인의 운동참여제약 측정척도 개발 -요인구조 탐색과 준거관련타당도 검증- (Developing a Scale for Measuring the Constraints in Physical Activity of People with Physical Disabilities - Verification of Factor Structure and Related Criterion Validity -)

  • 서은철;백재근
    • 재활복지
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    • 제21권1호
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    • pp.253-277
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    • 2017
  • 이 연구는 지체장애인의 운동참여제약을 측정할 수 있는 운동참여제약 측정도구(Constraints in Physical Activity Scale for people with physical Disabilities: CPASD)를 개발하는 데에 목적이 있다. 이를 위해 이 연구에서는 Messick(1995)의 통합적 타당도, Benson(1998)의 강력한 구인타당도 프로그램 틀을 기반으로 한 다섯 가지 단계로 연구를 설계하였고, 지체장애인 264명을 대상으로 공통요인모형과 측정모형을 적용하여 CPASD의 타당도 증거를 체계적으로 제시하였다. 이 연구의 결과와 논의를 토대로 결론을 제시하면 다음과 같다. 첫째, CPASD는 구인타당도의 증거를 제시하였다. 요인구조의 해석가능성과 요인계수의 적합성을 통해 지도자 제약, 경제적 제약, 편견, 운동환경 제약으로 구성된 4요인, 17개 문항으로 개발되었다. 둘째, 개발된 CPASD의 요인구조(지도자제약, 경제적제약, 편견, 운동환경제약)는 통계적으로 구분됨과 동시에, 기존 운동참여제약 관련 이론을 안정적으로 반영하였다. 셋째, 개발된 CPASD는 준거관련타당도 증거를 제시하였다. 지도자제약, 편견은 긍정적 운동정서와 부적인 상관관계를, 지도자제약, 편견, 운동환경제약은 부정적 운동정서와 정적인 상관관계를 나타내었다. 따라서 후속 연구에서는 CPASD의 요인로 도출된 지도자제약, 경제적제약, 편견, 운동환경제약과 관련된 현재의 제도, 실태 등을 재평가할 필요성이 대두되고, 이를 위해 CPASD를 활용한 인과관계검증, IRT 이론을 적용한 현실 수준정도를 판단할 필요가 있다.

인터넷, 게임, 스마트폰 과사용 선별 질문지의 청소년 대상 타당화 연구 (Validation of the Internet, Game, and Smartphone Overuse Screening Questionnaires on Adolescent Sample)

  • 박경우;장혜인;전홍진
    • 한국심리학회지:학교
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    • 제18권3호
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    • pp.317-349
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    • 2021
  • 본 연구에서는 디지털 미디어 과사용 여부를 측정하는 인터넷(IOS-Q), 게임(GOS-Q), 스마트폰(SOS-Q) 과사용 선별 질문지를 대규모 일반 청소년 집단을 대상으로 타당화하여, 선별검사 장면에서 활용할 수 있는 유용한 검사 도구를 제시하고자 하였다. 이를 위해 총 9,336명의 중학생(남 4,796명, 여 4,540명)을 두 개 집단으로 구분하고 확인적 요인분석과 탐색적 요인분석을 각각 실시하였으며, 타 지역에서 모집된 초등학생 4,536명(남 2,260명, 여 2,276명) 및 중학생 6,551명(남 3,013명, 여 3,538명)을 대상으로 한 번 더 확인적 요인분석을 실시하였다. 세척도 모두 네 개 하위요인으로 구분되었으며 IOS-Q는 17문항, GOS-Q는 19문항, SOS-Q는 18문항을 포함하였다. IOS-Q와 GOS-Q의 하위요인은 심리적 의존, 문제를 인식함에도 조절실패, 위험한 사용, 다른 영역에의 흥미 감소로 명명되었고, SOS-Q의 경우 위험하고 강박적인 사용, 문제를 인식함에도 조절실패, 다른 영역에의 흥미 감소, 금단/내성으로 명명되었다. 이들은 모두 행동중독이나 충동조절장애의 주요 특징들을 잘 반영하는 것으로 보이며, 내적 합치도 역시 .880-.915로 우수한 편이었다. 이어서 고위험군을 선별하기 위한 절단점을 탐색하고자 잠재프로파일분석과 ROC 분석을 실시하였고, IOS-Q 30.5점, GOS-Q 31.5점, SOS-Q는 36.5점이 최적 절단점으로 제안되었다. 끝으로 연구 의의와 한계점을 논하고 후속연구를 제언하였다.

유통제조 기업의 해외 자회사 지식이전에서 기술특유성의 조절효과 (The Moderating Effects of Specificity of Technology in the Knowledge Transfer of Distributive Manufacturing MNEs)

  • 조연성
    • 유통과학연구
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    • 제14권9호
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    • pp.121-132
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    • 2016
  • Purpose - This study has the following objectives. First, it seeks to build an integrated model that can analyze the path through which headquarters, subsidiary competence, and knowledge transfer performance influence subsidiary performance. Second, it analyzes the influence of the specificity of technology as a moderating effect factor on knowledge transfer process. Third, it will conduct an empirical analysis on distributive manufacturing MNEs and suggests an implication for companies that actually need technological localization. The difference of this study are as follows. First, unlike the existing studies, this study can expand a theoretical discussion as it uses subsidiary performance as the dependent variable. Second, it sets the specificity of technology as a moderating effect factor, not an antecedent, and can draw a theoretical implication. Research design, data, and methodology - This study built a path analysis model to identify the influence of the disseminative capacity and absorptive capacity of distributive manufacturing MNEs on subsidiary performance. Based on the previous studies, it set 19 items as 5 latent variables, and established 6 hypotheses by including the moderating effect of the specificity of technology between them. The final 203 companies were selected as analysis samples through a survey questionnaire. For empirical analysis, the study used PLS (Partial Least Square) that is based on structural equation model. Results - The empirical analysis result demonstrated that both headquarters' disseminative capability and subsidiaries absorptive capacity had a positive influence on knowledge transfer performance. Knowledge transfer performance also had a positive influence on subsidiary performance. In the analysis of moderating effect, the specificity of technology acted as a significant moderating variable only between knowledge transfer performance and subsidiary performance; it did not show a statistically significant moderating effect among disseminative capability, absorptive capacity, and knowledge transfer performance. Conclusions - The empirical analysis results of this study demonstrate the importance of disseminative capability and absorptive capacity in knowledge transfer to subsidiaries from the distributive manufacturing MNEs in Korea. The analysis on the moderating effect indicates that the specificity of technology in Korean companies influences on the process of making achievement by using the transferred knowledge.

홀로식사와 대사증후군의 관련성: 구조방정식 모형을 이용한 위험요인 분석 (Association between Eating Alone and Metabolic Syndrome: A Structural Equation Modeling Approach)

  • 송수연;정윤희
    • 대한영양사협회학술지
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    • 제25권2호
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    • pp.142-155
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    • 2019
  • The aim of this study was to construct and test a structural equation model for the risk factors of metabolic syndrome in Korean adults. The structural equation model hypothesizes that eating alone and feeling depressed is a risk factor for metabolic syndrome. The data of this study were obtained from the Sixth Korea National Health and Nutrition Examination Survey which was cross-sectional data from the representative national survey. A total of 4,013 subjects replied to the survey item of lifestyle and completed the physical examinations among adults aged 19 years or older in South Korea was in 2015. The structural model in this study was composed of four latent variables: eating alone, depression, negative health behavior, and metabolic syndrome. Two variables, the rate of eating alone and depression, were exogenous variables. Negative health behavior was both a mediating variable and endogenous variable, and metabolic syndrome was the final endogenous variable. The data were analyzed using the Maximum Likelihood method and bootstrapping. The structural model was appropriate for the data based on the model fit indices. The results of this study can be summarized as follows: Eating alone is a direct risk factor of metabolic syndrome in Korean women. Depression can mediate metabolic syndrome through negative health behaviors. Negative health behavior had a direct impact on metabolic syndrome in both men and women. This study may be a guideline for interventions and strategies to reduce the incidence of metabolic syndrome in Korean adults.

A Latent Factor (PLS-SEM) Approach: Assessing the Determinants of Effective Knowledge Transfer

  • ANJUM, Reham;KHAN, Hadi Hassan;BANO, Safia;NAZIR, Sidra;GULRAIZ, Hira;AHMED, Wahab
    • The Journal of Asian Finance, Economics and Business
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    • 제8권2호
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    • pp.851-860
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    • 2021
  • The Knowledge Transfer (KT) for higher education institutions (HEIs) is boundless. Still and all, the members of the staff affiliated with these institutions do recognize an array of hitches in relation to KT practices. The study in question underscores social interactions, training, and Information and Communication Technology (ICT) as the primary barriers and treats them as the independent variables of the study. The study posits that inadequate management of the above-mentioned barriers would impact effective KT unfavorably. Besides, putting forth some striking solutions needed to fix the obstructions that hamper the adequate management of the KT exercises is another aim of the study. For data collection purposes, the study picks out higher education institutions (public) of the Quetta district. The reckoned sample size is 317 subjects. The research type that has been used is cross-sectional research and, in this context, the cross-sectional explanatory sequential design has been used. Concerning the findings of the paper, the results of PLS-SEM show positive and significant relationships of social interaction and training with knowledge transfer, while ICT shows an insignificant positive relationship with the knowledge transfer. The most influencing factor for the knowledge transfer is social interaction as suggested by social interaction theory.

온라인 뉴스를 이용한 기업평판 구성요인 탐색 및 지수 개발 연구 : 감성분석과 AHP적용 (Exploration of Constituent Factors for Corporate Reputation and Development of Index Using Online News : Sentiment Analysis and AHP Application)

  • 이병현;최일영;이정재;김재경;강현모
    • 한국IT서비스학회지
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    • 제19권6호
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    • pp.145-159
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    • 2020
  • Because of the recent development of information and communication technology, companies are exposed to various media such as blogs, social media, and YouTube. In particular, exposed news affects the company's reputation. So, while positive news can improve corporate value, negative news can lead to financial losses for the company. In this study, we redefine corporate reputation as social responsibility, vision and leadership, financial performance, products and services through existing literature, and conducted an AHP survey with a total of four components to calculate the weight of each factor. As a result of the calculation, the proportion of financial performance was the highest at 0.41, and products and services, vision and leadership, and social responsibility were the lowest. In addition, in order to measure the reputation of a company, it is classified as a component that defines online news using the LDA technique. In addition, through sentiment analysis, an index for each corporate reputation factor was derived, and the reputation index was calculated by combining it with the AHP analysis result, and Spearman ranking correlation analysis was performed to secure the validity of the research results. Therefore, the significance of this study is that the definition and importance of the constituent factors can contribute to the future planning and development direction of the company, and also contribute to the derivation of the corporate reputation index. This study is significant in that a new analysis methodology that applied AHP analysis results to sentiment analysis was suggested.