• Title/Summary/Keyword: Hierarchical Linear Model(HLM)

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A Path Analysis of the Case Management Implementation Factors with Client Satisfaction and Quality of Life among the Mentally Ill Persons in the Community (사례관리 수행요소와 지역거주 정신장애인의 소비자 만족도 및 삶의 질 사이의 경로 탐색)

  • Min, So-Young
    • Korean Journal of Social Welfare
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    • v.61 no.3
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    • pp.103-127
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    • 2009
  • This study examined the relationships among the case management implementation factors, client satisfaction and quality of life among the persons with mental illness. The survey and interviews were conducted to the 18 community-based mental health service agencies which were implementing case management, and the 381 mentally ill persons who were living in the community and were receiving services from the agencies. The path analysis and the hierarchical linear modeling were used to examine the association among the independent, mediator, and dependent variables. The major finding of this study were that the caseload had the direct relationship with the quality of life. The case management team approach had the direct relationship with the client satisfaction. The suggestions were made that more focus should be on the maintenance of the appropriate caseload, the increase of the number of the case manager, and the team approach.

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A Study on the Relationship between Individual Patient Behavior, Medical Care Level and Therapeutic Compliance: Community Health Survey (개인 건강행태 및 지역보건의료 수준과 치료순응의 관계: 지역사회 건강조사 바탕으로)

  • Kim, Young-Ran;Lee, Tae-Yong;Park, Chang-Soo
    • Journal of the Korea Academia-Industrial cooperation Society
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    • v.17 no.5
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    • pp.104-115
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    • 2016
  • Objective: This study was conducted in order to investigate the effects of individual patient behavior regarding the health and medical care level on their therapeutic compliance for people diagnosed with high blood pressure by a physician, in order to evaluate the impact of treatment compliance. In this study, the therapeutic compliance was defined as the hypertension drug cure rate. The current blood pressure controls were persons about 30 years of age diagnosed with high blood pressure by their doctor one month fraction of the people who take more than 20 days (30 days). Methods: The data was analyzed by using the X2-test for different comparisons of the therapeutic compliance in the individual characteristics and using a two-stage multilevel logistic regression to identify the community variance of the related index of high blood pressure therapeutic compliance using the data from 229 adults over the age of 19 in a community health survey conducted in 2010. The Spss 18.0 statistical program was used with HLM 7 (hierarchical linear model) Results: It was found that the rate of therapeutic compliance was affected by the individual health behavior and health and medical care levels. Conclusion: In this study, although the odds ratio of the variable region of the high level of health care, I was able Unlike previous studies and focuses on the personal level of variation found variations in the local health care level was a significant. More studies on multilevel analysis are needed in the future considering regional level data.

An analysis of the factors affecting the adolescent's global citizenship (청소년의 세계시민의식에 미치는 영향요인 분석)

  • Park, Hwanbo;Yoo, Na-Yeon;Jang, Se-Jeong;Yu, Hye-Young
    • Korean Journal of Comparative Education
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    • v.26 no.4
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    • pp.31-53
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    • 2016
  • This study aims to examine the effects of student's individual background and school factors on global citizenship and to provide some suggestions to improve global citizenship education in Korea. To achieve this purpose, we used International Civic and Citizenship Education Study (ICCS) 2009 data which studied student knowledge and understanding of civics and citizenship as well as student perceptions, and attitudes related to civics and citizenship from 38 countries. The data was analyzed with a 2-level Hierarchical Linear Model. The results of this study can be summarized as follows. Girls had more positive attitudes than boys toward gender equality and equal rights for different ethnic groups and immigrants. This study also showed that the level of student's global citizenship depended on whether home language was different from test language. Parental educational attainment and parental occupational status generally affected the level of student's global citizenship and students' interest in political and social issues appeared to be strongly affected by their parents. These findings suggest that parents play important role in improving global citizenship. At the school level, teacher-student relationships and the value of student participation had positive effects on global citizenship. Therefore, in order to implement global citizenship education in schools, it is necessary to consider the change of school climate.

Effects of the Corporative Relationship with Supervisor on Social Workers (Supervisees)' Working Satisfaction and Burnout (수퍼바이저와의 협동관계가 사회복지사(수퍼바이지)의 업무만족 및 소진에 미치는 영향)

  • Kang, Sun-Kyung
    • Korean Journal of Social Welfare
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    • v.60 no.2
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    • pp.211-230
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    • 2008
  • The purpose of this study explored the effects of supervisory relationship, conceptualized as working alliance, on social workers' working satisfaction and burnout. The consented participants were 68 supervisors and 80 supervisees working at Social Service Centers located in Seoul and Kyung-ki Province. Hierarchical linear model analyses of survey results from supervisors (n=68) and workers (n=80) revealed that the workers' sense of rapport within the supervisory relationship is related to working satisfaction. While it was expected that the supervisory relationship would also relate to levels of burnout, no association was found in the analyses. However, strong negative correlations were found between the supervisees' feelings of rapport within the supervisory relationship and both emotional exhaustion and depersonalization. The implication of future research and of social work practice and policy were added.

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A Longitudinal Analysis on the Effect of College Students' Participation in the Overseas Exchange Program (대학생의 해외 교환학생 프로그램 참여 효과에 대한 종단 분석)

  • Jon, Jae-Eun;Lee, Heeyoung;Byeon, Su-Yong
    • (The)Korea Educational Review
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    • v.23 no.2
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    • pp.5-30
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    • 2017
  • In this study, we analyzed the longitudinal effect of participation in an overseas exchange student program on foreign language competence, intercultural competence, and personal development. Data were collected over three time points from the pre-, post-, and post-post tests with Korean college students who participated in an overseas exchange program. Hierarchical linear model was conducted to examine whether the change of participation effects exists over time and which predictors affected outcomes. The results of unconditional growth model showed that foreign language competence, cultural competence, and personal development showed statistically significant differences in their initial status prior to departure to participate in an overseas program as well as their growth rate. The results of conditional growth model showed that parents' level of education and overseas experiences before college affected the initial status of foreign language competence, and gender and overseas experience before college affected those of cultural competence as well as personal development. In case of growth rate, overseas experience before college and destination country/region affected foreign language competence, and interactions between Korean participating students and local students affected cultural competence. For personal development, only overseas experiences before college affected its growth rate. Lastly, relevant discussion and implications were provided.

The influence of Case Management Implementation Factors on Quality of Life for the mentally Ill -Based on Mental Health Total Care voucher agencies- (사례관리수행요소가 정신질환자의 삶의 질에 미치는 영향 -정신건강 토탈케어 바우처 기관을 중심으로-)

  • Min, Eun-Hee
    • The Journal of the Korea Contents Association
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    • v.14 no.2
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    • pp.270-282
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    • 2014
  • This study examined the influence of case management implementation factors on mentally ill person's quality of life based on case managers and clients who are from Mental Health Total Care voucher agencies. Hierarchical Lineral Model was used to verify client factors, case manager factors, agency factors and service providing factors. For the first time in our nation, major findings were found that case manager's career and intervention range have influence on mentally ill persons's quality of life, and that there is no influence for the caseload below 20 cases per one person. The practical implication was suggested about usefulness of case manager's career, caseload and intervention range within local social community system.

An Analysis on Human Capital Externalities Using Hierarchical Linear Model (위계선형모형을 이용한 인적자본의 외부효과 분석)

  • Park, Jung-Ho;Lee, Hee-Yeon
    • Journal of the Economic Geographical Society of Korea
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    • v.12 no.4
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    • pp.627-644
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    • 2009
  • In the knowledge-based economy highlighting the importance of human capital, there has been a growing interest in human capital externalities as a fundamental engine of growth and development of a region. The purpose of this study is to analyze human capital externalities using 3-level hierarchical linear model(3-HLM), decomposing determinants of wages into three levels involving workers(level-1) nested within firms(level-2) nested within regions(level-3). This study separately estimates the effect of the average education level on the wages by three different schooling groups on the assumption that the intensity of knowledge spillovers varies with each group's schooling level. The main results are as follows; First, the coefficient of the average education level of a region shows 0.044, indicating that one-year increase in the average level of schooling could increase average individual earnings by 4.4%. Secondly, the external effects of human capital on three different schooling groups are considerably different, raising less than high school graduates' wages by 3.0%, college graduates' wages by 4.7%, and graduate schools' wages by 11.8%, respectively. Thirdly, well educated workers are much more sensitive to the variation of the regional education level than less educated ones when we apply the shares of each schooling group as alternative measures for the average level of education. Such findings of this study draw an implication that local governments could speed up regional economic growth in the knowledge-based economy by not only raising total human capital stock in a region but building the close networks that promote productivity-enhancing human capital external effects.

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Imitation, Technology, and Firm Performance: The Korean Firms Case in China

  • Kim, Woo-Hyoung;Chen, Bo;Hwang, Jin-Soo
    • Journal of Korea Trade
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    • v.25 no.4
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    • pp.128-145
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    • 2021
  • Purpose - The main purpose of this study is thus to investigate the contingent effect of imitation strategies on firm performance in transition economies such as China, focusing on pure and creative imitation. Design/methodology - We conducted a survey targeting department heads of each company who have more than 10 years work experiences. We assessed that the ability to gain trust and to access information from high-ranking informants would be greater if the firms were from the same country - Korea - as the lead researcher. A total of 200 highly reliable samples were obtained, which could effectively explain the nine variables set in the study. Relevant hypotheses were tested using a hierarchical linear model (HLM). Findings - The findings suggest that SMEs' technology level also had a positive impact on performance. Firms with better technology had a positive impact on performance, irrespective of pure or creative imitation. This reflects the cases where many Korean SMEs entering China without high technology level lose their competitiveness due to Chinese firms' technology catch-up within a short period of time. Originality/value - SMEs that lack technology and know-how need to focus on pure imitation strategies. It is possible that SMEs can perform creative imitation, but it seems difficult under the current circumstances. Therefore, SMEs with limitations in technology and know-how should maintain their competitive advantage for a while, by maintaining their pure imitation strategy.

The Effects of the Performance-Oriented Culture of Community Welfare Centers on the Job Performance of Social Workers (사회복지관의 성과지향적 문화가 사회복지사의 직무수행에 미치는 영향)

  • Moon, Young-joo
    • Korean Journal of Social Welfare Studies
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    • v.45 no.3
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    • pp.179-207
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    • 2014
  • The purpose of this study was to investigate the effects of the performance-oriented culture of a community welfare center on the job performance of its social workers. For that purpose, the study conducted a survey by mail with 1,162 social workers working for community welfare centers around Busan and Gyeongnam Province from January 4 to 31, 2013. Of the collected questionnaires, a total of 755 from 81 community welfare centers were used in the final analysis. This study used the SPSS 21.0, AMOS 21.0, and HLM 6.02 statistical software packages to perform data analysis for each hypothesis. The analysis results of the unconditional model of the hierarchical linear model, the unconditional random coefficient model, and the conditional model show that the job satisfaction and organizational commitment of social workers had positive (+) effects on their job performance. Secondly, customer orientation, one of the sub-elements of performance-oriented culture, had positive (+) effects on the job performance of social workers, whereas the result orientation had negative (-) effects on it. In addition, innovation orientation had no impacts on their job performance. Based on those findings, the study proposed management plans for organizational culture to enhance the job performance of social workers.

Implementation agency effect on Self-Sufficiency of Participants in Self-Support Program (자활사업 집행기관이 자활사업 참여자의 자활효과에 미치는 영향 - 위계선형모형(HLM)의 적용을 중심으로 -)

  • Lee, Young-Chul;Kim, So-Joung
    • Korean Journal of Social Welfare Studies
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    • v.40 no.2
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    • pp.227-252
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    • 2009
  • This study set out to investigate implementation agency effect on participants' self-sufficiency in self-support program. Self-support program's implementation agency consist of civil groups and social welfare corporations. The final sample size was 602 program participants and 18 implementation agencies in Gwangju city, South Korea. Two-level hierarchical linear model was used for analysis. The major findings of this study are as follows. First, civil groups' participants were healthier, more often participated in business model, earned higher monthly income, participated shorter time rather than participants in social welfare corporation. Second, civil groups' participants showed low level of self-sufficiency than participants in social welfare corporations. These results means that self-support policy is not delivered uniformly because front-line implementation agencies develop work habits that influence the outcome of policy. And limitations and implications of this study were discussed with respect to further studies.