• Title/Summary/Keyword: 범주형자료분석

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A Study on Behavioral Characteristics for Ecotourism in Nature-Oriented Groups-Focus on Nature-Oriented Groups in the Metropolitan Area, Korea- (자연지향적 집단의 생태관광 행동특성에 관한 연구-수도권지역의 자연지향적 단체를 중심으로-)

  • 유기준;최인묵
    • Korean Journal of Environment and Ecology
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    • v.13 no.2
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    • pp.167-175
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    • 1999
  • 본 연구의 목적은 자연지향적 집단의 생태관광 행동특성을 파악하는 데 있다. 이를 위해 서울지역의 5개 지역 지향적 집단을 중심으로 설문조사를 실시하였다. 설문조사는 여행객의 행동특성, 행동특성에 미치는 영향요소들, 그리고 행동특성에 영향을 주는 변수와의 차이를 분석하는데 중점을 두었는데, 이를 위해서 행동특성에 대한 요인분석과 독립변수들과의 차이를 알아보기 위해 일원배치 분산분석을 실시하였다. 연구결과 절대환경론자 및 정태형 생활양식을 가진 사람들은 계절과 방문빈도에 민감했으며 조화론자 및 모험형의 사람들은 동기부여에 영향을 주는 요소들과 장애요소들에 민감하게 반응하는 것으로 나타났다. 본 연구의 결과는 국내의 잠재적인 생태관광 시장의 효과적인 홍보 및 마케팅 전략수립에 기초적인 자료로서 제공할 수 있을 것으로 판단되며, 자료의 이용효율성 증대를 위해서는 생활양식적 차이와 다양성 요구에 의한 심리적 유형의 차이 및 개인의 환경관 등이 행동에 작용하는 범주와 영향의 구체적 원인에 대한 세부적인 연구가 향후 계속 되어야 할 것으로 판단된다.

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LAD Estimators for Categorical Data Analysis (범주형 자료 분석을 위한 LAD 추정량)

  • 최현집
    • The Korean Journal of Applied Statistics
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    • v.16 no.1
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    • pp.55-69
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    • 2003
  • In this article, we propose the weighted LAD (least absolute deviations) estimators for multi-dimensional contingency tables and drive an estimation method to estimate the proposed estimators. To illustrate the robustness of the estimators, simulation results are presented for several models Including log-linear models and models for ordinal variables in multidimensional contingency tables. Examples were also introduced.

Increasing Sense of Self-Control over Pregnancy: Information Seeking Patterns of Pregnant Women's (임신에 대한 자아통제감 향상하기: 임신부의 정보추구 경험 유형)

  • Kim, Kapseon
    • Journal of Korean Library and Information Science Society
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    • v.44 no.3
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    • pp.125-152
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    • 2013
  • The purpose of this study is to construct a substantive theory that described and explained how pregnant women are seeking information in context of pregnancy. A qualitative design based on the method of grounded theory was utilized. In-depth interviews were conducted with 16 pregnant women, selected by theoretical sampling who receiving antenatal care 3 different university hospitals. The interview data were transcribed and systematically analyzed according to the open coding, axial coding and selective coding. 'Increasing Sense of Self-Control over Pregnancy' was the core category for describing and guiding the process of seeking information during the pregnancy. To construct a theory of 'Increasing Sense of Self-Control over Pregnancy' in this study, eight hypothetical statement were generated from the relationships among the core category and the other categories, thus four patterns were derived as follows: 'Desperately Seeking', 'Actively Seeking', 'Unconcernedly Seeking', 'Resignedly Seeking'. The implications of the findings are discussed in terms of development of LIS theory in Korea, theory development of information behavior, education for LIS, and information service practice. The suggestions for further research are provided.

Analysis of Korea Earth Science Olympiad Items for the Enhancement of Item Quality (한국 지구과학 올림피아드 문항 분석을 통한 문항의 질 향상 방안)

  • Lee Ki-Young;Kim Chan-Jong
    • Journal of the Korean earth science society
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    • v.26 no.6
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    • pp.511-523
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    • 2005
  • The purpose of this study is to analyze the 1st and 2nd Korea Earth Science Olympiad (KESO) items, in order to find informations to enhance item quality. To do this, internal and external item classification frameworks are developed. Item difficulty (P), discrimination index (DI), correlation, and reliability are estimated by using classical test theory. Generalizability is also estimated by applying the generalizability theory. The results of item classification are as follows: (1) ‘Geology’, ‘astronomy’ and ‘data analysis and interpretation’ are dominant in content and inquiry process domain, respectively. Nearly every item has textbook context. (2) There is no difference between the preliminary and final tests in terms of their thinking skills sections. (3) As a whole, the ratio of items with pictures is high in item representation. However, multiple-choice and short answer items are more common in preliminary competition, and essay type items are found more often in final competition. The ratio of simple items is high in middle school section and preliminary competition, but composite items are dominant in high school section and final competition. The findings of item analysis are as follows: (1) In the middle school section, P is low and DI is moderate. But in the high school section, there is a considerable differences between science high schools and other high schools in general. (2) The highest correlation is reported between the scores of meteorology domain and total score in middle school, whereas in high school astronomy domain and total score show the highest correlation. (3) General high school section show the highest Cronbach $\alpha$ and generalizability. (4) General high school section show acceptable generalizability coefficient (> 0.80), but middle and science high school section should increase the number of items to reach acceptable generalizability level.

Sensitivity analysis of missing mechanisms for the 19th Korean presidential election poll survey (19대 대선 여론조사에서 무응답 메카니즘의 민감도 분석)

  • Kim, Seongyong;Kwak, Dongho
    • The Korean Journal of Applied Statistics
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    • v.32 no.1
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    • pp.29-40
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    • 2019
  • Categorical data with non-responses are frequently observed in election poll surveys, and can be represented by incomplete contingency tables. To estimate supporting rates of candidates, the identification of the missing mechanism should be pre-determined because the estimates of non-responses can be changed depending on the assumed missing mechanism. However, it has been shown that it is not possible to identify the missing mechanism when using observed data. To overcome this problem, sensitivity analysis has been suggested. The previously proposed sensitivity analysis can be applicable only to two-way incomplete contingency tables with binary variables. The previous sensitivity analysis is inappropriate to use since more than two of the factors such as region, gender, and age are usually considered in election poll surveys. In this paper, sensitivity analysis suitable to an multi-dimensional incomplete contingency table is devised, and also applied to the 19th Korean presidential election poll survey data. As a result, the intervals of estimates from the sensitivity analysis include actual results as well as estimates from various missing mechanisms. In addition, the properties of the missing mechanism that produce estimates nearest to actual election results are investigated.

An Analysis of Students' Conceptions on Blood Circulation as Components: A Cross-sectional Study (혈액 순환 요소별 학생들의 개념 분석 : 횡단적 연구)

  • Kim, Mi-Young;Kim, Heui-Baik
    • Journal of The Korean Association For Science Education
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    • v.26 no.6
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    • pp.753-764
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    • 2006
  • The concept of blood circulation is so complex, dynamic and abstract that students have difficulty in understanding it and students' preconceptions hardly change into scientific concepts even after the lessons. The purpose of this study is to examine middle school, high school, and undergraduate students' understanding of blood circulation and to find the reason why the lack of deep understanding is displayed in students' explanations for the blood circulation. The study consists of three parts. First, the test was designed to investigate students' ideas for blood circulation as components of the structure, the function, the behavior and the mechanism. Second, the test was applied to 7th, 10th and 13th graders to investigate the students' understanding of blood circulation and categorize the types of students' blood circulation model according to their academic level. Finally, the concepts the students had little understanding of were analyzed to decide which ontological category they fell into and further to inquire the characteristics of each concept. The results showed that many students comprehend the structure and the function of blood circulation components well, and there was no significant difference in students' understanding according to the academic level. In contrast, understanding the behavior and the mechanism of circulatory components has remarkably improved in high school students and undergraduates majoring in science and engineering. Also, students' blood circulation models were classified into seven different types. High school students and undergraduates majoring in science and engineering demonstrated a significantly higher percentage on the type of double-loop-branch compared to other academic levels. In addition, it was found that the lack of deep understanding was caused by students' misconceiving the 'equilibrium' category as 'event' category.

Exploring the Growth Process Types of Social Welfare Organizations in Korea - Focusing on Social Welfare Corporations Operating Social Welfare Facilities - (사회복지조직의 조직성장유형에 관한 탐색적 연구 - 시설운영 사회복지법인을 중심으로 -)

  • Kang, Young-Sook
    • Korean Journal of Social Welfare
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    • v.63 no.4
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    • pp.225-251
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    • 2011
  • This study analyzed the growth process types of social welfare corporations that have operated social welfare facilities after the Korean War and studied the methods of their organizational management. A number of 20 participants composed of the original founders, directors, and chief directors of social welfare corporations that have been established for more than 40 years were selected for in-depth interviews. The researcher had procedures of in-depth interviews with 20 participants, relevant literature reviews, conformation of the research results by participants and peer reviews. There were 169 concepts, 49 sub-categories, and 21 categories revealed by applying the grounded theory method of Strauss and Corbin. The organizational growth types were categorized into the three patterns: familism practicing type, community changing guidance type and the realization of a just society leading types. The results from the research work will provide understanding the original characteristics of social welfare corporations in Korea, building the theory for the growth process types of social welfare corporations and implicating the practice of social welfare organizational management.

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An User Experience of Proactive Intelligent Personal Assistant: Focusing on Google 'Nest Hub Max' (능동적 지능형 가상 비서의 사용자 경험 연구 : Google의 'Nest Hub Max'를 중심으로)

  • Cho, Soo Kyung;Kim, Jae-Yeop
    • Journal of Digital Convergence
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    • v.18 no.9
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    • pp.379-389
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    • 2020
  • This is a qualitative study about Google 'Nest Hub Max' that displays proactive intelligent personal assistant. Following the step of grounded theory, an in-depth interview for 6 users who had used this device for a month was taken. 186 concepts were discovered, categorized as 11 top-categories and 24 sub-categories. Paradigm diagram, considering axis-coding, was made and it have been narrowed down to 'Usage patterns' of proactive IPA, considering selective coding aspects. 'Usage patterns' were divided to passive and active user. Thus, neither passive user nor active user was satisfied about device and proactive IPA. This study is meaningful that it constructed basic data about the user experience of proactive IPA on this device. It will support the device or service that consists proactive IPA in the future.

Application of GIS-based Probabilistic Empirical and Parametric Models for Landslide Susceptibility Analysis (산사태 취약성 분석을 위한 GIS 기반 확률론적 추정 모델과 모수적 모델의 적용)

  • Park, No-Wook;Chi, Kwang-Hoon;Chung, Chang-Jo F.;Kwon, Byung-Doo
    • Economic and Environmental Geology
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    • v.38 no.1
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    • pp.45-55
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    • 2005
  • Traditional GIS-based probabilistic spatial data integration models for landslide susceptibility analysis have failed to provide the theoretical backgrounds and effective methods for integration of different types of spatial data such as categorical and continuous data. This paper applies two spatial data integration models including non-parametric empirical estimation and parametric predictive discriminant analysis models that can directly use the original continuous data within a likelihood ratio framework. Similarity rates and a prediction rate curve are computed to quantitatively compare those two models. To illustrate the proposed models, two case studies from the Jangheung and Boeun areas were carried out and analyzed. As a result of the Jangheung case study, two models showed similar prediction capabilities. On the other hand, in the Boeun area, the parametric predictive discriminant analysis model showed the better prediction capability than that from the non-parametric empirical estimation model. In conclusion, the proposed models could effectively integrate the continuous data for landslide susceptibility analysis and more case studies should be carried out to support the results from the case studies, since each model has a distinctive feature in continuous data representation.

Comparison of Retained Activity Level according to Activity Areas of the Elderly (노인의 일상 활동 범주에 따른 활동 보유 수준 비교)

  • Paik, Young-Rim
    • The Journal of Korean society of community based occupational therapy
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    • v.9 no.2
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    • pp.1-12
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    • 2019
  • Objective : The purpose of this study is to measure the level of activity possessed by the daily activities of the elderly. In addition, we attempted to compare the differences in the categories of daily activities. Methods : We used K-ACS to evaluate 30 older people who engaged in economic activity living in community, 30 older people who did not have economic activity living in community, and 30 older people living in facility. We compared the level of activity retention. Results : There was a significant difference of level of activity retention according to the daily activity category of the subjects(p <.001). There was a difference in the instrumental activities according to the category of each activity, while the three groups showed similar patterns in leisure activities and social activities. In particular, all three groups were most likely to rest and watch television in the leisure activities, so the leisure activities of the elderly in Korea were very limited. Among the general characteristics, it was analyzed that there was a correlation between the activity, the marital status, the religion and the cognitive level. Conclusion : According to the daily activities category of the elderly, there was a difference in level of activity retention and the characteristics of daily activities correlated with the activities of the elderly. This suggests that it may be a basic data for establishing a client - centered intervention plan by considering the characteristics affecting daily living and level of activity retention of the elderly in the occupational therapy.