• Title/Summary/Keyword: Exploratory data analysis

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Evaluation of Continuing Education Program to Enhance Competency for Hospice Volunteers: An Exploratory Mixed-Methods Design (호스피스 자원봉사자 역량강화를 위한 지속교육의 효과: 혼합연구방법의 적용)

  • Seo, Minjeong;Cho, Han-A;Han, Sang Mi;Ko, Youngshim;Gil, Cho-Rong
    • Journal of Hospice and Palliative Care
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    • v.22 no.4
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    • pp.185-197
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    • 2019
  • Purpose: Hospice volunteers are serving an invisible yet pivotal role in the hospice and palliative care team. This study investigated how effectively a continuing education program could enhance hospice volunteers' competency. Methods: A total of 20 hours (four hours per week) of training was provided to 30 hospice volunteers who participated in the continuing education for hospice volunteers. Efficiency of the education was analyzed with an exploratory mixed-methods design. For quantitative analysis, the volunteers were asked, before and after the training, about their attitudes towards hospice care, what makes a meaningful life, self-efficacy and satisfaction with their volunteer service. Descriptive statistics, paired t-tests, and Wilcoxon signed-rank test were performed using SPSS Window 20.0. For qualitative research, participants were placed in three groups for a focus group interview, and data were analyzed by content analysis. Results: A quantitative study result shows that this training can significantly affect hospice volunteers' attitudes and improve their self-efficacy. A qualitative study result shows that participants wanted to receive continuous education from the physical/psychosocial/spiritual aspects to better serve end-of-life patients and their family members even though they have to spare significant time for the volunteer service. They wanted to know how to take good care of patients without getting themselves injured and how to provide spiritual care. Conclusion: The continuing education program reflecting volunteers' requests is strongly needed to improve their competency. An effective continuing education requires continuous training and support in areas where hospice volunteers are interested in. A good alternative is to combine web-based and hands-on training, thereby allowing hospice volunteers freely take training that suits their interest.

Effect of Wellness Components on the Quality of Life and Subjective Happiness of Workers with Disabilities (웰니스 요인이 장애인근로자의 삶의 질과 주관적 행복감에 미치는 영향)

  • Lee, Min-hee
    • Journal of Digital Convergence
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    • v.16 no.8
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    • pp.361-371
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    • 2018
  • This study is an empirical study on the effect of wellness factors on the quality of life and subjective happiness of disabled workers, and aims to contribute to living a healthy life by experiencing wellness in the real life. This study used raw data of the 8th employment panel survey for the disabled, and explored factors such as physical wellness, emotional wellness, social wellness, cognitive wellness, and occupational wellness through exploratory factor analysis. And the wellness factors have a significant effect on the quality of life and subjective happiness of the disabled workers. The results showed that the five wellness factors had a positive (+) effect on the quality of life and subjective happiness of the disabled. Also, the quality of life has a significant effect on subjective happiness. In conclusion, it was confirmed that the quality of life and subjective happiness were improved only when the wellness of the disabled workers was increased. In the future, it is necessary to develop a wellness program suitable for the type of disability and to develop indicators that can be applied to real life situations.

The Interrelationship between Dealing Partners in Conventional Marketing Channel (관습적 마아케팅경로에 있어서 구성원의 상호관계에 관한 연구)

  • 김수관
    • The Journal of Fisheries Business Administration
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    • v.22 no.1
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    • pp.53-75
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    • 1991
  • The objectives of this study are to conceptualize theoretically and to examine empirically the interrelationships among channel member's satisfaction, dependence, and performance being immanent between dealing partners, by integrating behavioral and economic approach to explain comprehensively the interrelationship between dealing partners in conventional marketing channel which have not studied in previous studies. To attain above objectives, latent variables and observed variables which had been immanent between licenced dealers and wholesalers in fish marketing channel were found out by exploratory study, and pre-test was conducted to select the proper variables, and then the model which could explain the interrelationships among the variables was set up. Three categories of varables were considered in this study. Namely, economic and noneconomic factors were identified as independent variable, the degree of satisfaction and dependence to dealing partner as intervening variable, and performance as dependent variable. The data for the study was obtained from a survey questionnaire of 214 licenced dealers who work in Pusan, Yusoo, and Kunsan and 190 wholesalers who work in whole country. Among them, 264 anayzable questionnaires(including 154 licenced dealers and 110 wholesalers)were collected. Statistical procedure to analyze the data was carried out by LISREL version 7. Major findings obtained from the results of the analysis are as follows. First, economic variables have a great influence on the degree of both licenced dealers' and wholesalers' satisfaction. Among economic variables, the degree of keeping wholesalers' payment date have greater influence on the degree of licenced dealers' satisfaction, and licenced dealers' faculty being able to send good fish in quality have greater influence on the degree of wholesaler's satisfaction than other variables. In short, licenced dealers make great account of wholesalers' payment, and wholesalers make great account of licenced dealers' faculty being able to send good fish in quality in dealing relationship. Second, noneconomic variables have more relevance to the degree of dependence in both sides than economic variables. This means that noneconomic variables as well as economic variables can be a factor to keep up the dealing relationship. Third, the degree of satisfaction and dependence have influence on performance in both sides. In the licenced dealers' side, the degree of dependence have greater influence on performance than the degree of satisfaction, on the other hand, in wholesalers' side, the degree of satisfaction have greater influence on performance than the degree of dependence. This means that wholesalers can easily substitute their dealing partner for another licenced dealer comparatively.

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An Exploratory Study of Education on Multicultural Understanding : Focusing on Elementary Schools (다문화이해교육의 실제와 발전방향에 관한 탐색적 연구 - 초등학교를 중심으로)

  • Cho, Hyoung-Sook;Lee, Yong-Jik;Lee, Kyung-Cheol
    • Journal of the Korea Academia-Industrial cooperation Society
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    • v.18 no.7
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    • pp.644-654
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    • 2017
  • Due to globalization and the increasing number of international marriages, Korea has become a multicultural society. In 2012, the Korean Ministry of Education established guidelines for education on multicultural understanding for all K-12 students. The purpose of this study is to understand how education on multicultural understanding is conducted and to provide suggestions for improvements. Based on the six goals of multicultural curriculum in Bennett's conceptual model, this study explores how multicultural education specialists conduct their instructions and how they convey the value of multicultural understanding in public schools. Four multicultural education specialists were recruited, and various qualitative data were collected from pre- and post-interviews and classroom observations. The data were analyzed through thematic analysis. The study findings show that the participants educated elementary students by introducing their own (or spouse's) culture through their traditional clothes, food, and customs. This indicated that they focused mainly on developing multiple historical perspectives and strengthening intercultural competence. However, their current education on multicultural understanding may not help students to increase an awareness of the state of the planet and global dynamics, and to build social action skills. Finally, we suggest that multicultural education should be integrated and infused into national (regular) curricula so that all students can enhance their multicultural understanding.

An Exploratory Study for the Church Setting-Centered Health Promoting Program (교회 기반 건강증진 사업 기획을 위한 탐색연구)

  • Park, In-Hyae;Joo, Ae-Ran
    • Journal of agricultural medicine and community health
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    • v.34 no.3
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    • pp.324-333
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    • 2009
  • Objectives: The purpose of this study was to examine the health promoting lifestyle(HPL) practices and to provide the baseline data for development of church setting-centered health promotion program. Methods: For the study, 315 adults were selected from a church in G city by convenient sampling method. The data were analyzed using frequencies, ANOVA, t-test, Duncan test, and Pearson's correlation coefficient with the SPSS/PC program. Results: The mean score on HPL was 3.3. The item of the lowest score HPL was smoking. In the mean score of knowledge, behavior, and practice on HPL, the highest score of knowledge on HPL was drinking, but the highest score of practice was smoking. On the other hand, the highest score of behavior was: exercise, nutrition, stress respectably. Analysis of HPL according to the demographic characteristics showed there was a statistically significant difference by age. Subcategories of HPL showed positive correlations statistically significant: Exercise with nutrition, stress and drinking. Nutrition with stress and drinking. Drinking with stress and smoking. Conclusions: Based on the above findings, it is suggested to develop church setting-centered health promotion program with areas focused on management of stress, antismoking, sobriety, practice in nutrition and exercises.

Evaluation of Travel Time Prediction Reliability on Highway Using DSRC Data (DSRC 기반 고속도로 통행 소요시간 예측정보 신뢰성 평가)

  • Han, Daechul;Kim, Joohyon;Kim, Seoungbum
    • The Journal of The Korea Institute of Intelligent Transport Systems
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    • v.17 no.4
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    • pp.86-98
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    • 2018
  • Since 2015, the Korea Expressway Corporation has provided predicted travel time information, which is reproduced from DSRC systems over the extended expressway network in Korea. When it is open for public information, it helps travelers decide optimal routes while minimizing traffic congestions and travel cost. Although, sutiable evaluations to investigate the reliability of travel time forecast information have not been conducted so far. First of all, this study seeks to find out a measure of effectiveness to evaluate the reliability of travel time forecast via various literatures. Secondly, using the performance measurement, this study evaluates concurrent travel time forecast information in highway quantitatively and examines the forecast error by exploratory data analysis. It appears that most of highway lines provided reliable forecast information. However, we found significant over/under-forecast on a few links within several long lines and it turns out that such minor errors reduce overall reliability in travel time forecast of the corresponding highway lines. This study would help to build a priority for quality control of the travel time forecast information system, and highlight the importance of performing periodic and sustainable management for travel time forecast information.

Development of a Diagnosis Manual to Evaluate the Pedestrian Safety in a Neighborhood Using the Mixed Research Method (혼합연구방법을 활용한 근린환경의 보행안전성 진단 매뉴얼 개발)

  • Kim, Jaecheol
    • Journal of Digital Convergence
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    • v.15 no.8
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    • pp.1-14
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    • 2017
  • This study is a descriptive and exploratory one aiming to develop a systematic/diagnostic manual that is necessary for the improvement of the pedestrian safety of a neighborhood and show the practical application and usefulness of the manual through a case study. The diagnostic manual developed on the basis of the previous research review adopted a mixed research method including three investigation tools of map/data analysis using secondary data, field observation by investigators, and resident survey interview. In the case study applying the manual to Changsin-dong, Seoul, the author analyzed the results of the three investigations in integrative ways and showed the usefulness of the manual by systematically deriving the places prone to pedestrian-vehicle accidents and the influencing factors. This study contributes to the practical field in that it provides planners with a systematic tool to diagnose the pedestrian safety in the neighborhood environment while it contributes to the academic field in that it provides the concrete process that empirically compares the differences between different environmental investigative methods and deduce integrative implication from them. In a follow-up study, the author plan to apply the diagnostic manual presented in this study to more cases and improve them to work in various contexts.

An Exploratory Study on The Antecedents and Consequences of Customer Relationship in The Discount Store (할인점에서 고객관계의 선행변수 및 결과변수에 관한 연구)

  • Chung, Kyung-Yuck;Jeon, In-Soo;Bae, Il-Hyun
    • Journal of Distribution Research
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    • v.16 no.2
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    • pp.25-56
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    • 2011
  • A shifting of marketing paradigms from transaction to relationship has shown in many studies. Although there are many researches about relationship marketing, few of them focuses on relationship marketing combined with retail mix. This study define and measure customer relationship, and find the antecedents and consequences of the customer relationship. For the research, data were collected from 540 persons who are currently customers of five branches of E-mart and Homeplus in Seoul, Korea. Data analysis was performed under the AMOS 6.0. The results are summarized as following; Firstly, the relationship among elements of retail marketing mix and the relationship quality appears significant except communication program. This finding means that communication effect decreases at some point when communication program is excessive. Secondly, the relationship of customer relationship and three factors (frequent shopping intention, up-buying intention and recommend intention) are significant. Thus, this result supports the reasoning why discount stores make an effort to improve customer relationship. Thirdly, the relationship between share of wallet and two factors (frequent shopping intention and recommend intention) appears insignificant. Fourthly, the relationship between share of wallet and up-buying intention is significant. This result implies that up-buying intention is an important factor for discount stores, because up-buying intention is directly linked to financial performance of discount stores. Finally, the direct path between customer relationship and share of wallet is significant relation. For this reason, customer relationship should be managed consistently by discount stores.

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Validation of the Need for Closure Scale-Short Form (단축형 종결 욕구의 타당화)

  • Kim, Eunkyung
    • Journal of the Korea Academia-Industrial cooperation Society
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    • v.21 no.10
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    • pp.166-173
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    • 2020
  • The purpose of the present study was to validate the Need for Closure Scale-Short Form (NFCS-SF), which measures the need for cognitive closure. Participants completed questionnaires regarding need for cognitive closure, intolerance of uncertainty, depression, and anxiety. Of the 536 data collected between May and July 2017, data from a total of 495 participants were analyzed using SPSS 20.0 and M-Plus. The results of the study are as follows. First, a 15-item selection comprised three items from each facet scale via exploratory factor analysis. Second, the NFCS-SF demonstrated good internal consistency (Study 1, Cronbach's α=.85; Study 2, Cronbach's α=.84). Third, the results of the confirmatory factor analyses supported a 5-factor model (χ2(80)=178.34, p<.001; CFI=.87, TLI=.83, RMSEA=.07, SRMR=.08). Fourth, the NFCS-SF showed significant correlation with the measures of intolerance of uncertainty (r=.58, p<.01), depression (r=.16, p<.05), and anxiety (state anxiety, r=.31, p<.01; trait anxiety, r=.29, as well as the NFCS (r=.86, p<.01). Based on these findings, significance and limitations of the results as well as suggestions for further study are discussed.

A Exploratory Study for the Suitability about the Creative Class in Korea (한국에서의 창조계급 적합성에 대한 탐색적 연구)

  • Choi, Il-Yong;Hwang, Seong-Won
    • Journal of Korea Technology Innovation Society
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    • v.17 no.3
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    • pp.467-489
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    • 2014
  • The purpose of this study is to explore the suitable creative class in korea as the core capital of creative urban growth under creative economy era. We are test to find it for two types of creative class. One is Richard Florida(2002)'s creative class, the other is Mcgranahan & Wojan(2007)'s recasting creative class. Data on 2010 for this paper are generated from Statistics Korea. As a result, we find that the economic geography of creative class is highly concentrated. Furthermore, the geography of creative class is strongly associated with innovation index and high-technology industry location. And Mcgranahan & Wojan(2007)'s creative class is more strong relationship between all dependent variables than Florida's. We also find that it has better power of explanation than Florida's with all of them in regression analysis. According to the results, this study suggests some solutions. First, this study can be provided to government and local policy makers as basis data and practical policy guide to attract creative class. Second, this paper presents standard about a diversity of definitions for creative class in Korea. Third, this research also facilitates follow-up studies about regional economic growth and creative climates.