• Title/Summary/Keyword: correlation to state variables

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A Study on the Influence of Knowledge Management System Quality on the Work Performance of Public Institutions: Focusing on the Interaction between Collective Intelligence and Innovative Activities (공공기관의 지식관리시스템 품질이 업무성과에 미치는 영향에 관한 연구: 집단지성과 혁신활동의 상호작용을 중심으로)

  • Yu, Dalyoung;Park, Sungbum
    • Journal of Information Technology Services
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    • v.21 no.1
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    • pp.103-125
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    • 2022
  • This study empirically examines the correlation between the data, system, service quality, collective intelligence, innovation activity, and work performance of the KMS for employees of state-run enterprises. This study also confirmed that collective intelligence and innovation activity have a mediating effect on the relationship between KMS system quality and work performance. For this study, employees of state-run enterprises completed a 5-point Likert scale survey, and the data obtained were analyzed with descriptive statistics. The reliability and validity of variables were also verified through a measurement model analysis. Structural equation modeling of IBM SPSS 26 and AMOS 26 were used to prove the hypothesis. Through this study, For the improvement of sustainable work performance of state-run enterprises, which is a difficult issue to solve, not only should the quality of the KMS utilized in the enterprises be improved and managed, but also the design for various incentive schemes tailored to the enterprises' job characteristics, such as rewards, HR bonus, work incentives, job allowance, and encouragement from the head of the enterprise, should be reviewed and continuously developed in reflection of the active collective intelligence of the employees and the effect of innovation activities. Then, the work performance of public institutions will increase.

A Study on Morbidity of Chuncheon Citizen (일부도시지역 주민의 상병상태에 대한 조사연구)

  • Hwang, Sung-Joo
    • Journal of Preventive Medicine and Public Health
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    • v.19 no.2 s.20
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    • pp.293-306
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    • 1986
  • A Health Interview Survey at Chuncheon city was conducted to assess level of illness by stratified random sampling method. Sample size was 6,007 and the prevalence of illness in period of 15 days was studied. 1) Prevalence rate of illness among Chuncheon citizen was 20.8 percent, and that of acute condition was 10.8 percent and chronic condition, 10.0 percent. 2) There was significant difference in prevalence rate by sex, especially the prevalence rate of chronic illness. 3) High positive correlation was noted between aging and prevalence rate of chronic illness. But negative correlation was noted in case of acute illness. 4) Multiple regression analysis on morbid state by socioeconomic variables was not seen to be appropriate for this survey, especially the analysis of acute illness. 5) Estimation of anual prevalence rate could not be possible because of seasonal variation of disease prevalence.

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Toward Successful Management of Vocational Rehabilitation Services for People with Disabilities: A Data Mining Approach

  • Kim, Yong Seog
    • Industrial Engineering and Management Systems
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    • v.11 no.4
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    • pp.371-384
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    • 2012
  • This study proposes a multi-level data analysis approach to identify both superficial and latent relationships among variables in the data set obtained from a vocational rehabilitation (VR) services program of people with significant disabilities. At the first layer, data mining and statistical predictive models are used to extract the superficial relationships between dependent and independent variables. To supplement the findings and relationships from the analysis at the first layer, association rule mining algorithms at the second layer are employed to extract additional sets of interesting associative relationships among variables. Finally, nonlinear nonparametric canonical correlation analysis (NLCCA) along with clustering algorithm is employed to identify latent nonlinear relationships. Experimental outputs validate the usefulness of the proposed approach. In particular, the identified latent relationship indicates that disability types (i.e., physical and mental) and severity (i.e., severe, most severe, not severe) have a significant impact on the levels of self-esteem and self-confidence of people with disabilities. The identified superficial and latent relationships can be used to train education program designers and policy developers to maximize the outcomes of VR training programs.

The Relationship between Insomnia Severity and Depression, Anxiety and Anxiety Sensitivity in General Population (불면증의 심각도와 우울, 불안 및 불안 민감성의 관계)

  • Kim, Na-Hyun;Choi, Hong-Min;Lim, Se-Won;Oh, Kang-Seob
    • Sleep Medicine and Psychophysiology
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    • v.13 no.2
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    • pp.59-66
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    • 2006
  • The objective of this study was to investigate the relationship between insomnia severity, depression, anxiety, and anxiety sensitivity and to find out the explanatory variables that account for the insomnia severity among depression, anxiety, and anxiety sensitivity in general population. 95 mentally healthy volunteers who visit health promotion center of Kangbuk Samsung hospital for their regular medical examination were requested to complete Athens Insomnia Scale, Beck Depression Inventory, State-Trait Anxiety Inventory, and Anxiety Sensitivity Index. Association between total scores of Athens Insomnia Scale and other variables (total scores of Beck Depression Inventory excluded item 16, total scores of State Anxiety, total scores of Trait Anxiety, and total scores of Anxiety Sensitivity Scale) was assessed individually with partial correlations adjusted by age and then together using multiple regression analysis. The total scores of Athens Insomnia Scale were significantly associated with total scores of Beck Depression Inventory excluded item 16 (r=0.541, p<0.001), total scores of Trait Anxiety (r=0.642, p<0.001), total scores of State Anxiety (r=0.267, p<0.05), and total scores of Anxiety Sensitivity Index (r=0.312, p<0.01). Total scores of trait anxiety showed the highest correlation with the total scores of Athens Insomnia Scale and was the significant predictor to total scores of Athens Insomnia Scale among the other predictor variables (p<0.001). These results show that insomnia severity is positively correlated with depression, anxiety, and anxiety sensitivity. The correlation was strongest with trait anxiety. In addition, our results suggest that trait anxiety is associated with insomnia severity in general populations.

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A Study on Satisfaction Factors with Dental Implant Patients (치과용 임플란트 보철물적용환자의 만족요인)

  • Lee, Sung-Uck;Kim, Ji-Hwan
    • Journal of Technologic Dentistry
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    • v.28 no.1
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    • pp.67-81
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    • 2006
  • This research has been attempt to examine closely factors that high cost and value to overall satisfaction state for dental implant prosthesis, re-utilization intention, inducement intention of the general hospital dental service user and provide basis data necessary to establish competitive general hospital dentistry management strategy. Collected data using own recording way questionnaire from April 17, 2004 to May 15, 2004 choosing 142 people that agree on this research and question of 361 people that dental implant prosthetic treatment finished from March 1, 1999 to March 1, 2004 for this. Major analyzation consequences are as follows : First, general satisfaction, re-utilization intention, inducement intention for implant prosthesis that highly correlation variables are kindness, explanation, medical treatment level and appreciation of the aesthetic. Second, correlation is high relatively between re-utilization intention, inducement intention in the 3 variables such as general satisfaction re-utilization intention, inducement intention. Third, the result of multiple regression analysis showed that most significant effective factors are satisfaction with explanation of dental implant prosthesis between the 3 dependant variables such as general satisfaction, re-utilization intention, inducement intention. In looking into these consequence, how to improve that raise satisfaction about dental implant prosthetic treatment and to establish patient focused care service system for dental implant prosthesis, it is consider that explain enough about implant prosthesis and raise quality of medical examination and treatment level, including satisfied with fabrication of good esthetic dental implant prosthesis.

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A Study on the relevant Variables of Middle-aged Women's Depression (중년여성의 우울 관련변인에 관한 연구)

  • Byeon, Wei-Jin;Kim, Choon-Kyung
    • Journal of the Korean Home Economics Association
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    • v.44 no.7 s.221
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    • pp.125-139
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    • 2006
  • The purpose of this study is to analyse the factor of the Variables that contributed to the depression of middle-aged women. The subjects were 751 Middle-aged women whose age was from 41 to 60. The instruments used in the study were the assessment of depression, the assessment of climacteric symptoms, the assessment of marital satisfaction, the assessment of marital stability, the assessment of ego identity and the questionnaire of demographic variables. The data were analysed by using descriptive statistics, ANOVA, Duncan, pearson correlation, hierarchical multiple regression. The findings were as follows; (1) According to the job, the level of education, the state of marriage, the subjective level of health, the subjective level of economy, household income, present problem, the level of family-of-original relationship, the age of last child, religion and spouse's occupation there were differences of depression; (2) In the result of the analysis of relationships of depression, the depression was correlated with Climacteric Symptoms positively and with Marital Satisfaction, Marital Stability, and Ego Identity negatively; (3) Predictors of depression of the Middle-aged women ordered climacteric physical, climacteric psychological, marital satisfaction, marital stability, identity moratorium, goal oriented, identity diffusion, initiative. Based on these results, the recommendations for the future research in this area were discussed.

Effects of Self-Esteem, Physical Appearance Comparison, and Media Concern on Sociocultural Attitude toward Appearance, Body Attitudes, and Life Satisfaction (자아존중감, 외모 비교, 미디어 관심이 외모의 사회문화적 태도, 신체 태도 및 삶의 만족에 미치는 영향)

  • Lee, Ji Young;Park, Hye-Jung
    • Journal of the Korea Fashion and Costume Design Association
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    • v.15 no.3
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    • pp.1-17
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    • 2013
  • The purpose of this study was to identify the relationships among self-esteem, physical appearance comparison, media concern, sociocultural attitude toward appearance, body attitudes, and life satisfaction. Data were collected from a convenience sample of 232 female undergraduate students. Data were analyzed using factor analysis, correlation, and multiple regression. The result showed that there was a correlation between physical appearance comparison and media concern. Self-esteem, physical appearance comparison, and media concern had an indirect influence on body attitudes through sociocultural attitude toward appearance. Self-esteem and physical appearance comparison had a direct effect on body attitude. All variables did not have an influence on life satisfaction, except self-esteem.

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The Relationship of Anxiety, Hopelessness, and Family Suppoort of Breast Cancer Patients Undergoing Chemotherapy (암화학요법을 받는 유방암 환자의 불안, 절망감 및 가족지지와의 관계)

  • Park Jum-Hee;Lee Hyoun-Ju;Kim Hyun-Mi;Lyu Eun-Kyung
    • Journal of Korean Academy of Fundamentals of Nursing
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    • v.4 no.1
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    • pp.147-162
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    • 1997
  • This study was attempted to provide the basic data for nursing intervention to improve the psychosociological adaptation of patients receiving chemotherapy for breast cancer by examining relationship between anxiety and hopelessness that they are experiencing and family support, in order to help them successfully cope with various psychological problems. This study was carried out with 93 breast cancer patients who are receiving chemotherapy in the injection treatment room of K University Hospital located in the downtown of Taegu after having underwent mastectomy in the hospital between December 1995 and August 1996. This study used the systematized questionnaires which contain 7 questions about general characteristics, Spielberger's trait anxiety & state anxiety scale, the tool that WON(1987) modified the hopelessness scale which was developed by Beck et al.(1967) and the family support tool made by TAE(1985). By using the SPSS/PC program, this study obtained the real number and percentage for the general characteristics of the subjects, and mean and standard variation for the degrees of trait anxiety, state anxiety, hopelessness and family support. The correlation between each variables was identified on the basis of the Pearson Correlation, and the degrees of trait anxiety, state anxiety, hopelessness and family support in the general characteristics of the subjects were analyzed by using the t-test, ANOVA, and Duncan test. The results of this study were summarized as follows. In the general characteristics of the subjects, most of each group were 51 years old or more and the middle class in income, had educational background under elementary school, no job, Buddhism in religion and spouse, and were receiving chemotherapy using MTX and 5FU. It was shown that the degree of the subjects' trait anxiety is, on an average, 50. 29, state anxiety 49. 68, hopelessness 51. 46 and family support 34. 28. Both trait anxiety and hopelessness showed normal correlation ; the higher the degree of trait anxiety is, the higher the degree of hopelessness is, while trait anxiety and family support showed reverse correlation ; the higher the degree of trait anxiety, the lower the degree of family support that the subjects perceive is. State anxiety and hopelessness also showed normal correlation ; the higher the degree of state anxiety is, the higher the degree of hopelessness is. Family support and hopelessness showed reverse correlation ; the higher the degree of family support is, the lower the degree of hopelessness that the subjects perceive is. And family support and state anxiety showed reverse correlation but there was a statistically significant difference. The degree of trait anxiety in the general characteristics of the subjects showed a significant difference by age, job and religion, the degree of state anxiety a signigicant difference by job and religion, the degree of hopelessness a signigicant difference by age, educational background and existence or not of spouse. In conclusion, the breast cancer patients receiving chemotherapy perceive anxiety and hopelessness due to several causes such as diagnosis itself or side effects of chemotherapy, so that it is required not only to develop specific nursing interventions including family support to alleviate anxiety and hopelessness but also to apply such interventions to clinical practice.

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The Relationship among Social Support, Work-Family Conflict and Work-Family Enrichment of Married Nurses (기혼간호사의 사회적 지지와 일-가정 갈등, 일-가정 향상과의 관계)

  • Lee, Inyoung;Ko, Yukyung
    • Korea Journal of Hospital Management
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    • v.26 no.1
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    • pp.26-41
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    • 2021
  • Purpose: This study is to identify the relationship among married nurses' social support, work-family conflict and work-family enrichment and to examine the influence of social support on work-family conflict and work-family enrichment. Methods: Data were collected from married nurses working at three hospitals with more than 100 beds in J Province and analyzed by descriptive statistics, t-test, ANOVA, Mann-Whitney U test, Kruskal-Wallis H test, Pearson's correlation analysis and hierarchical regression analysis using SPSS 21 program. Findings: In the correlation analysis only social support and work-family enrichment showed positive correlation. As a result of hierarchical multiple regression analysis, social support still acted as a significant influence factor on work-family conflict and work-family enrichment even in the state of considering the effect of control variables. Conclusion: In order to lower work-family conflict and to enhance work-family enrichment of married nurses, it is necessary to introduce and implement welfare policies for work-family reconciliation at the workplace level and at home level it is necessary to provide concrete measures so that married nurses can find the value of life as workers while house working and nurturing.

Investigating the Impact of Organizational Commitment on the Financial Performance in Indian Banking Sector

  • Naghshbandi, Nader;Chouhan, Vineet;Yousefpoor, Fatemeh;Mohammadi, Shaban
    • The Journal of Economics, Marketing and Management
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    • v.5 no.4
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    • pp.29-38
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    • 2017
  • Organizational commitment (OC) is one of the most important attitudes and/or organizational variables. It is one of the important factors for increasing organizational performance and consequently it has a significant impact on productivity enhancement. Study of behavior in the workplace due to the great importance of manpower compared to other resources within the organization is of great importance too. OC is a psychological state which represents kind of desire, a need and a requirement for continuing employment in an organization. It is considered as one of the most influential factors in getting success and competitive advantage in today's organizations. Investigating effect of financial and non-financial variables on financial performance for a long-term has engaged the minds of researchers. Intensification of competition in markets has increased importance of recognizing competitive advantage patterns and their effect on financial performance (FP).This research conducted to provide a better understanding for people as well as for aggregation of a research subject OC and FP is compared in Indian banking sector by taking sample of 2 public and two private banks the correlation between the OC and FP and the results included a positive and significant correlation. Desired FP to increase wealth is an essential and obvious issue. According to the issued subjects, today, commitments and their impact on FP of companies have become increasingly important. In Indian banks the correlation between the OC & FP were found significant.