• 제목/요약/키워드: CFA(Confirmatory Factor Analysis)

검색결과 191건 처리시간 0.025초

An Empirical Research of Gender Impact on Customer Behaviour towards Mobile Entertainment Services in India

  • Satish Kumar, G.N.
    • 아태비즈니스연구
    • /
    • 제3권2호
    • /
    • pp.8-15
    • /
    • 2012
  • Mobile Entertainment is the new era in mobile communication. Mobile Entertainment service is a combination of games, music, videos, chatting and telecommunication which has created a wide market in India. There is a variation between male and female customers towards Mobile Entertainment services. This study is aimed at analyzing gender impact of attitude, subjective norm, perceived behaviour control intention and behaviour towards mobile entertainment services. The Theory of planned Behaviour (TPB) provided a framework. Total 566 male and 376 female mobile users of different age groups participated in the research. The data analysis was conducted in three-stages. First, reliability tests were performed. Upon satisfactory results, confirmatory factor analysis (CFA) is used to analysis convergent, concurrent and discriminant validity of the model. Once the model was validated Structural Equation Model (SEM) Multi-group analysis is used to find the impact of gender behaviour towards Mobile entertainment services. The results of the study confirmed that the model is viable in predicting variation in gender impact on mobile entertainment services. The findings have revealed that attitude, perceived behaviour control and intention has a significant impact on behaviour to use mobile entertainment but subjective norm has no significant impact on behaviour to use mobile entertainment.

  • PDF

비대면 수업적응력 검사도구 개발 (Development of Untact Instruction Adaptability Test Tool)

  • 신수범
    • 창의정보문화연구
    • /
    • 제7권3호
    • /
    • pp.117-128
    • /
    • 2021
  • 이 연구는 중고등학생들의 비대면 수업적응력을 알아보고자 하는 검사 도구를 개발하는 데 목적을 두고 있다. 연구대상은 충북지역 중고등학교 4개교 학생들을 대상으로 2개월에 걸쳐 이루어졌다. 추출 결과, 도구 활용, 책임감, 집중력, 자신감, 적응력, 협력성의 6개 요인 24문항의 비대면 수업적응력 검사지가 만들어졌다. 검사의 양호도 분석 결과는 다음과 같다. 첫째, 문항 내적 일관성의 신뢰도 계수는 전체 Chronbach's α는 .888로 나타났으며, 영역별 신뢰도 범위는 .621~.854로 나타나 충분히 신뢰할 수 있다. 둘째, 확인적 요인분석에 의한 구인타당도 검증 결과는 CFA 모델에서 절대적합도 지수인 RMSEA=.0108, SRMR=.0794로 양호한 범주에 들고 있어 각 영역에 속하는 문항들이 중고등학생들의 비대면 수업적응력을 알아보고자 하는 특성을 적절하게 포함하고 있는 것을 확인해 주었다.

Turkish Version of the Perceived Future Decent Work Securement Scale: Validity and Reliability for Nursing Students

  • Oznur Ispir Demir;Betul Sonmez;Duygu Gul;Sergul Duygulu
    • Safety and Health at Work
    • /
    • 제14권3호
    • /
    • pp.332-339
    • /
    • 2023
  • Background: The aim of the study was to test the validity and reliability of the Perceived Future Decent Work Securement Scale for Turkish nursing students. Methods: A cross-sectional, methodological study design was used. The study was carried out at three nursing undergraduate programs in Turkey during the academic year of 2020-2021 with 336 senior nursing students. Language validity and content validity analyses were performed for the scale adaptation, followed by confirmatory factor analysis (CFA) for construct validity. The reliability of the scale was determined using the test-retest and Cronbach's alpha internal consistency coefficient. Results: The scale-content validity index score was 0.988. In CFA, all goodness-of-fit indices verified the acceptable fit of the model; its root mean square error of approximation was 0.076; the normed fit index was 0.909; the standardized mean square residual was 0.097; the relative fit index was 0.881; the goodness-of-fit index was 0.915; the adjusted goodness-of-fit index was 0.872 and χ2/df = 2.932. The overall reliability was α = 0.86. The item-total correlations of the scale were above the acceptable level, and the test-retest analysis had a high correlation. The access to healthcare (14.68, SD 3.53) obtained the highest average score, and the adequate compensation (8.52, SD 3.76) was the lowest rated by the senior nursing students. Conclusion: The Perceived Future Decent Work Securement Scale is a valid and reliable scale to assess nursing students' future decent work securement.

Formulating A Competitive Advantage Model for Tourism Destinations in Indonesia

  • LESMANA, Henky;SUGIARTO, Sugiarto
    • The Journal of Asian Finance, Economics and Business
    • /
    • 제8권3호
    • /
    • pp.237-249
    • /
    • 2021
  • Indonesia has successfully increased its ranking to 40th place in the 2019 Travel & Tourism Competitiveness Index. While tourism has become the country's second largest foreign exchange contributor, there is no existing competitive advantage model for Indonesian tourist destinations. The purpose and novelty of this study is to develop and formulate a competitive advantage model for Indonesia's tourism industry. The model will be based on the supply-side perception analysis of competitiveness indicators from Bali and five designated super-priority destinations in Indonesia. This model is expected to become a guideline for policymakers to design an effective and focused strategy. Data were obtained from in-depth interviews with, and questionnaires given to, 62 qualified industry players from the public and private sectors. This data-driven approach builds a relationship between competitiveness indicators and competitive advantages using a combination of importance-performance analysis and confirmatory factor analysis, thereby leveraging these advantages to generate a strategic model to compete in the international tourism industry. This would also be the first study to use this method in defining the competitive advantage of a destination. Using structural equation modeling, the study found that there are 54 indicators representing twelve dimensions of competitive advantages with good fit criteria.

The Effect of Customer and Competitor Market Sensing Capability on Business Performance of SMEs: An Empirical Study in Indonesia

  • NURHAYATI, Tatiek;HENDAR, Hendar
    • The Journal of Asian Finance, Economics and Business
    • /
    • 제8권8호
    • /
    • pp.601-612
    • /
    • 2021
  • The purpose of this study is to investigate and examine the role of specialized marketing capabilities (SMC) in mediating the relationship between customer sensing capability (CuSC) and competitor sensing capability (CoSC) with business performance (BP) at SMEs retail fashion in Indonesia. This study used 330 SMEs from ten regencies in Indonesia and examined the regression relationship between the four variables, SMC, CuSC, CoSC, and BP. Confirmatory factor analysis (CFA) was used to measure the validity and reliability of the construct used. For data analysis techniques, this study used structural equation modeling (SEM) with AMOS Version 22.0. This study found that SMC acts as a partial mediator in the relationship between CuSC and CoSC with SMC and BP. By examining the diverse literature on market sensing capability, marketing strategy, and BP, this study offers a unique analysis of market learning and its effects on SMC and BP in Retail Fashion SMEs in Indonesia. Furthermore, future research needs to broaden the findings and improve generalizations by conducting studies of SMEs in other industries, such as manufacturing, and services of small, medium and large scale. In addition, it needs to add some countries as research objects, not only Indonesia.

패션기업에 대한 CSR기대와 브랜드 자산에 미치는 영향 (CSR Expectation from Fashion Firms and its Impact on Brand Equity)

  • 안수경;류은정
    • 한국의류산업학회지
    • /
    • 제15권1호
    • /
    • pp.73-83
    • /
    • 2013
  • This study explores the ideal corporate social responsibility(CSR) that fashion consumers expect from a fashion firm in the identification of dimensions and levels of consumer expectations as well as examines the impact of CSR expectations on customer-base brand equity. The data of 315 adults were collected through a nationwide online survey. In order to analyze the data, this study employed Confirmatory factor analysis (CFA), paired t-test, structural equation modeling(SEM), and descriptive analysis. This study first identified seven fashion CSR expectations (environmental, ethical, social, internal management, philanthropic, economic, and legal expectations). Internal management and environmental activities were highly expected from fashion firms; however, economic activity was low in expectations. Five models separately tested the relationship between CSR expectations and brand equity (trustworthiness, attachment, performance, social image, and value). Economic, environmental, internal management, social and ethical CSR expectations influenced customer-based brand equity; however, philanthropic and legal expectations did not influence any dimension of customer-based brand equity. This study provides a framework of ideal CSR from a consumer perspective and suggests that fashion marketers should focus on economic, environmental, internal management, social and ethical CSR activities to meet the expect Haitians of fashion consumers and build stronger brand equity.

Applying the Health Belief Model to college students' health behavior

  • Kim, Hak-Seon;Ahn, Joo;No, Jae-Kyung
    • Nutrition Research and Practice
    • /
    • 제6권6호
    • /
    • pp.551-558
    • /
    • 2012
  • The purpose of this research was to investigate how university students' nutrition beliefs influence their health behavioral intention. This study used an online survey engine (Qulatrics.com) to collect data from college students. Out of 253 questionnaires collected, 251 questionnaires (99.2%) were used for the statistical analysis. Confirmatory Factor Analysis (CFA) revealed that six dimensions, "Nutrition Confidence," "Susceptibility," "Severity," "Barrier," "Benefit," "Behavioral Intention to Eat Healthy Food," and "Behavioral Intention to do Physical Activity," had construct validity; Cronbach's alpha coefficient and composite reliabilities were tested for item reliability. The results validate that objective nutrition knowledge was a good predictor of college students' nutrition confidence. The results also clearly showed that two direct measures were significant predictors of behavioral intentions as hypothesized. Perceived benefit of eating healthy food and perceived barrier for eat healthy food to had significant effects on Behavioral Intentions and was a valid measurement to use to determine Behavioral Intentions. These findings can enhance the extant literature on the universal applicability of the model and serve as useful references for further investigations of the validity of the model within other health care or foodservice settings and for other health behavioral categories.

Service quality, satisfaction, and behavioral intention in home delivered meals program

  • Joung, Hyun-Woo;Kim, Hak-Seon;Yuan, Jingxue Jessica;Huffman, Lynn
    • Nutrition Research and Practice
    • /
    • 제5권2호
    • /
    • pp.163-168
    • /
    • 2011
  • This study was conducted to evaluate recipients' perception of service quality, satisfaction, and behavioral intention in home delivered meals program in the US. Out of 398 questionnaires, 265 (66.6%) were collected, and 209 questionnaires (52.5%) were used for the statistical analysis. A Confirmatory Factor Analysis (CFA) with a maximum likelihood was first conducted to estimate the measurement model by verifying the underlying structure of constructs. The level of internal consistency in each construct was acceptable, with Cronbach's alpha estimates ranging from 0.7 to 0.94. All of the composite reliabilities of the constructs were over the cutoff value of 0.50, ensuring adequate internal consistency of multiple items for each construct. As a second step, a Meals-On-Wheels (MOW) recipient perception model was estimated. The model's fit as indicated by these indexes was satisfactory and path coefficients were analyzed. Two paths between (1) volunteer issues and behavioral intention and (2) responsiveness and behavioral intention were not significant. The path for predicting a positive relationship between food quality and satisfaction was supported. The results show that having high food quality may create recipient satisfaction. The findings suggest that food quality and responsiveness are significant predictors of positive satisfaction. Moreover, satisfied recipients have positive behavioral intention toward MOW programs.

패션 브랜드의 광고 투자에 대한 남성 소비자의 인식과 브랜드 자산과의 관계 (Male Consumer's Perceptions of Fashion Brands' Advertising Investment and Brand Equity)

  • 김태연
    • 한국의류산업학회지
    • /
    • 제22권2호
    • /
    • pp.192-201
    • /
    • 2020
  • This study examined the relationship between Korean male consumers' perceptions of marketing promotion investment such as advertising expenditure and celebrity endorsement are the brand equity elements. It also compared if there were differences on this research model and two groups that selected Korean or foreign country-of-brand-origin in fashion product purchasing. Online survey responses from 414 Korean men in their 20s-30s were analyzed using confirmatory factor analysis (CFA) and structural equation modeling analysis (SEM). Perceptions of advertising expenditures were found to be positively related to brand association in only the group that selected Korean country-of-brand-origin. The results showed a non-significant effect of perceptions for advertising expenditures on perceived product quality in both groups that selected Korean or foreign country-of-brand-origin. The results indicated that celebrity endorsement had a significant effect on brand association for the two male consumer groups. The results also demonstrated that the relationship of celebrity endorsement and perceived quality was significant in only a group that selected Korean country-of-brand-origin. The results also revealed that the effect of brand association and perceived product quality on brand preference was significant in both male consumer groups. This study has useful managerial implications for enhancing the effectiveness of investment in advertising activities.

대학생의 자기효능감과 대학생활만족도의 관계: 여가스포츠참여 수준의 조절효과 (The Relationship between Self-Efficacy and College Life Satisfaction: Moderating Effect of Leisure Sport Participation Level)

  • 한건수
    • 한국산학기술학회논문지
    • /
    • 제16권4호
    • /
    • pp.2478-2485
    • /
    • 2015
  • 이 연구는 대학생의 자아효능감, 대학생활만족도 및 여가스포츠 참여만족도의 관계를 분석하는 것에 목적이 있다. 연구의 대상은 G시와 D시에 소재한 대학교 5곳에 재학 중이면서 여가스포츠에 참여중인 대학생들을 모집단으로 선정하여 비확률 표본추출법 중 편의표본추출법을 이용하여 총 350명을 표집 하였으며, 회수된 297부의 설문지 중 질문문항의 일괄적인 처리 혹은 무응답, 오기입 등 신뢰성이 떨어진다고 판단되어지는 38부의 설문지를 제외하고 총 259부를 분석에 사용하였다. SPSS 20.0 및 AMOS 20.0 통계 프로그램을 이용하여 분석한 결과는 다음과 같다. 첫째, 자아효능감과 대학생활만족도의 관계에서 여가스포츠 참여의 조절효과가 있는 것으로 나타났다. 둘째, 자아효능감은 대학생활만족에 유의한 정(+)의 영향을 미치는 것으로 나타났다.