• Title/Summary/Keyword: exploratory correlation analysis

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A Study on the Effect of Job Embeddedness on Organizational Citizenship Behavior and Job Performance (직무 임베디드니스가 조직시민행동과 직무성과에 미치는 영향에 관한 연구)

  • Lee, Sun-Kyu;Lee, Ung-Hee
    • Journal of Digital Convergence
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    • v.6 no.2
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    • pp.107-115
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    • 2008
  • This paper aims to examine the main factors of the job embeddedness on organizational citizenship behavior and job performance. To accomplish these purposes, the main factors of the job embeddedness such as fit, linkage, and sacrifice were found from the previous studies. The questionaries of 250 were distributed to the employees working at the Gumi Industrial Complex. The questionaries of 220 were obtained and 204 were analyzed through frequencies, correlation and multiple regression. The results of this study are as follows; First, we conducted exploratory factor analysis for three constructs (fit, linkage, and sacrifice) using oblique rotation method that did not assume independence among the factors and main factors of job embeddedness were grouped together by three factors. Second, it is shown that three main factors of job embeddedness have a positive influence on the organizational citizenship behavior and job performance (p<0.05). This study, however, have limitations of number of sample and survey area. The future study should consider these limitations in improving model applicability in practice.

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A study on the effect of job embeddedness on organizational citizenship behavior and job performance (직무 임베디드니스가 조직시민행동과 직무성과에 미치는 영향에 관한 연구)

  • Lee, Seon-Gyu;Lee, Ung-Hui
    • 한국디지털정책학회:학술대회논문집
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    • 2006.06a
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    • pp.77-86
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    • 2006
  • This paper aims to examine the main factors of the job embeddedness on organizational citizenship behavior and job performance. To accomplish these purposes, the main factors of the job embeddedness such as fit, linkage, and sacrifice were found from the previous studies. The questionaries of 250 were distributed to the employees working at the Gumi Industrial Complex. The questionaries of 220 were obtained and 202 were analyzed through frequencies, correlation and multiple regression. The results of this study are as followings; First, we conducted exploratory factor analysis for three constructs (fit, linkage, and sacrifice) using oblique rotation method that did not assume independence among the factors and main factors of job embeddedness were grouped together by three factors. Second, it is shown that three main factors of job embeddedness have a positive influence on the organizational citizenship behavior and job performance (p<0.05). This study, however, have limitations of number of sample and survey area. The future study should consider these limitations in improving model applicability in practice.

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Development of a Scale for Identification of Mental Health and Developmental Disorders in Newborn- to Three-Year-Old Children (0-3세 영유아의 정신건강 및 발달장애 조기진단을 위한 척도제작 연구)

  • Jang, Mikyung
    • Korean Journal of Child Studies
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    • v.26 no.1
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    • pp.47-59
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    • 2005
  • The Early Life Problems Scale consisting of 5-point rating for each item was prepared from the results of a questionnaire of 163 items with two sub scales constructed on the basis of Diagnostic Classification: 0-3. Respondents were 361 parents with newborn to 3-year-old children (197 boys and 164 girls). Hypothetical constructs of mental and developmental problems were identified by exploratory factor analysis. The resulting 22 factors explained 58.5% and 72.9% of the common variance for scales I and II, respectively. The rotation procedure yielded 134 items of which 118 had factor loadings of more than .30. Face validity was obtained on the basis of 18 items. The coefficients of correlation between and within factors suggest that there are interrelationships. The reliability of total scales by Cronbach's Alpha was relatively high.

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Development of the Thai Elderly Resilience Scale: TERS

  • Maneerat, Sonthaya;Isaramalai, Sang-arun;Boonyasopun, Umaporn
    • Asian Journal for Public Opinion Research
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    • v.7 no.1
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    • pp.40-56
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    • 2019
  • This study aimed to develop and evaluate the psychometric properties of the Thai Elderly Resilience Scale (TERS). Its conceptual structure consists of three identified domains, I AM, I HAVE, and I CAN, within the 18 components that were initially used for developing the item pool. The first draft of the scale consisted of 50 items. A psychometric evaluation of content validity reliability and construct validity was conducted. The results yielded the current version of the TERS based on Exploratory Factor Analysis (EFA) consisting of 24 items categorized into 5 factors: 1) being able to join other people, 2) being confident in life 3) have social support 4) living with spiritual security and 5) being able to de-stress and manage problems. The scale had a high internal consistency (${\alpha}=.94$). A strong positive correlation between resilience and mental health scores were found (r=.84, p<.01, n=30). The newly developed TERS would be a useful tool to assess resilience in Thai elderly and can be applied to develop further studies regarding elderly Thai people.

The Effect of Consumer-Internet Brand Relationship on Consumers' Satisfaction and Loyalty (소비자-인터넷 브랜드 관계가 소비자의 만족과 충성도에 미치는 영향)

  • Chae, Jin-Mie
    • Journal of the Korea Fashion and Costume Design Association
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    • v.15 no.3
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    • pp.19-31
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    • 2013
  • The purpose of this study was to investigate the influence of consumer-internet brand relationship on consumer's satisfaction and loyalty. In order to establish structural equation model, previous studies about consumer-brand relationship, consumer's satisfaction and loyalty were investigated. The survey was limited to the respondents over 20 years old living in Seoul and other metropolitan areas who had purchased fashion products in internet shopping mall. Questionnaires were collected from February 1, 2012 to February 12, 2012 and 562 useful data were analyzed by descriptive statistics, exploratory factor analysis, confirmatory factor analysis, reliability analysis, and Pearson's correlation analysis, using Amos 19. The results of verifying the hypotheses were as follows: First, consumer-internet brand relationship was classified into two dimensions including 'emotional affection' and 'cognitive trust'. Second, both 'emotional affection' and 'cognitive trust' had a positive effect on consumer's satisfaction. Third, 'emotional affection' had a positive effect on consumer's loyalty, but 'cognitive trust' did not affect consumer's loyalty directly. Finally consumer's satisfaction had a significant effect on consumer's loyalty. It was suggested that consumer-internet brand relationship could be an important factor to form brand equity. Therefore, internet shopping mall marketer should establish a strategy that can help customers make a strong relationship with their internet shopping mall.

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The Effects of Interactivity on Consumer-Internet Brand Relationship and Repurchase Intention in Internet Shopping Mall (인터넷 쇼핑몰에서의 상호작용성이 소비자-인터넷 브랜드 관계, 재구매 의도에 미치는 영향)

  • Chae, Jin-Mie
    • Journal of the Korea Fashion and Costume Design Association
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    • v.14 no.3
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    • pp.79-92
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    • 2012
  • The purpose of this study is to investigate the effect of interactivity on consumer-internet brand relationship and consumer's repurchase intention in internet shopping mall. The survey research was limited to the respondents over 20 years old living in Seoul and other metropolitan areas who had purchased fashion products in internet shopping mall. Questionnaire was collected from February 1, 2012 to February 12, 2012 and 562 useful data were analyzed by descriptive statistics, exploratory factor analysis, confirmatory factor analysis, reliability analysis, pearson's correlation analysis using Amos 19. The results of this study were as follows: First, each interactivity dimension had a Significantly positive effect on consumer-internet brand relationship. Also it showed stronger effect on 'trust' than on 'affective commitment'. Second, People-people interactivity showed stronger effect on each consumer-internet brand relationship dimension compared with contents-people interactivity. It suggested that internet shopping mall marketer should respond quickly to consumer's need and provide the strategic method to make consumers communicate each other. Third, only 'trust' dimension of consumer-internet brand relationship positively affected consumer's repurchase intention. while 'affective commitment' dimension did not affect consumer's repurchase intention.

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The Effects of industrial workers' food choice attribute on sugar intake pattern and job satisfaction with Structural Equcation Model

  • Park, Young Il;Joo, Nami
    • Nutrition Research and Practice
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    • v.10 no.4
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    • pp.464-470
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    • 2016
  • BACKGROUND/OBJECTIVES: This research analyzes the effects of the food choices of industrial workers according to their sugar intake pattern on their job satisfaction through the construction of a model on the relationship between sugar intake pattern and job satisfaction. SUBJECTS/METHODS: Surveys were collected from May to July 2015. A statistical analysis of the 775 surveys from Kyungsangnam-do was conducted using SPSS13.0 for Windows and SEM was performed using the AMOS 5.0 statistics package. RESULTS: The reliability of the data was confirmed by an exploratory factor analysis through a Cronbach's alpha coefficient, and the measurement model was proven to be appropriate by a confirmatory factor analysis in conjunction with AMOS. The results of factor analysis on food choice, sugar intake pattern and job satisfaction were categorized into five categories. The reliability of these findings was supported by a Cronbach's alpha coefficient of 0.6 and higher for all factors except confection (0.516) and dairy products (0.570). The multicollinearity results did not indicate a problem between the variables since the highest correlation coefficient was 0.494 (P < 0.01). In an attempt to study the sugar intake pattern in accordance with the food choices and job satisfaction of industrial workers, a structural equation model was constructed and analyzed. CONCLUSIONS: All tests confirmed that the model satisfied the recommended levels for the goodness of fit index, and thus, the overall research model was proven to be appropriate.

Effect of Perceived Health Status on Resilience of Life of Elderly People Participating in Physical Activity (신체활동에 참여하는 노인의 지각된 건강상태가 회복탄력성에 미치는 영향)

  • Kim, Dae-Hoon
    • Journal of the Korean Applied Science and Technology
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    • v.37 no.2
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    • pp.318-327
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    • 2020
  • The purpose of this study was to examine the effect of perceived health status on resilience of life of elderly people participating in physical activity. Total of 282, elderly people participated in this study. Data ware analyzed by descriptive statistical analysis, reliability analysis, exploratory factor analysis, correlation analysis, and multiple regression with SPSS 18.0 ver. program. The results were as following. It was found that sub-factors of perceived health status such as a health care factor, current health factor and future health factor significantly affected resilience of life.

A Study on Evaluation of Culture and Leisure Resources of Rural Areas (농촌의 문화여가자원 평가를 위한 척도 개발 연구)

  • Hwang, Jeong-Im;Choi, Yoon-Ji;Youn, Min-Hye
    • Journal of Agricultural Extension & Community Development
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    • v.22 no.3
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    • pp.355-363
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    • 2015
  • The purpose of this study is to develop a culture and leisure resources scale and examine the validity of the scale. The culture and Leisure resources scale was developed and identified its validity by exploratory factor analysis, confirmatory factor analysis, and correlation analysis. The culture and leisure resources scale consisted of four factors, which were 'personal resources', 'support staff resources', 'facility resources', and 'program resources'. Those four factors indicated the reasonable fit indices from confirmatory factor analysis. In addition, this scale showed convergent validity with the satisfaction of cultural and leisure environment and the satisfaction of one's cultural and leisure life. The result of scale score comparison between rural and urban areas showed that culture and leisure resources in rural areas were less abundant than those in urban areas. Furthermore, while the variables which affected the satisfaction of urban residents' were mainly 'personal resources', the variables in case of rural residents' were mainly 'program resources' and 'facility Resources'. The culture and leisure resources scale can be used for policymakers practicably to evaluate regional level of culture and leisure resources, to compare between regions and to find policy priorities for improving the quality of leisure, especially for disadvantaged areas with less resources.

The Development and Validation of a Parenting Behavior Scale for Parents of Early School-Age Children (학령 초기 자녀의 부모용 양육행동 척도 개발 및 타당화)

  • Rhee, Sun-Hee;Doh, Hyun-Sim
    • Korean Journal of Child Studies
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    • v.35 no.6
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    • pp.111-133
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    • 2014
  • This study was conducted in order to develop a parenting behavior scale for parents of school-age children and to analyze the scale in terms of both reliability and validity. Data were collected from a sample of mothers of $1^{st}$ to 3rd grade students in four elementary schools located in Seoul. 778 mothers were administered a parenting behavior scale with 123 items, and 779 mothers were asked to verify the validity of the developed scale in which 45 items remained after a series of analyses. Data were analyzed by means of exploratory factor analysis, confirmatory factor analysis, and correlation analysis. The results of factor analysis identified five factors, Warmth, Reasoning, Intrusiveness, Coercion, and Neglect. The Cronbach's ${\alpha}$ of each factor demonstrated results of .82~.86, suggesting that the scale had adequate internal consistency. Concurrent validity was established by using correlations between mothers' parenting behaviors and children's social competence. Moreover, cross-validation was also verified for the five factors. Considering the reliability and validity of this scale, it can clearly serve as a useful tool for assessing parenting behavior which is closely related to child development.