• 제목/요약/키워드: initial data exploratory

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공공데이터를 활용한 지자체 자주재원 확보 논의 (Discussion for Securing Self-Reliant Finance of Local Government Using Public Data)

  • 서형준
    • 한국콘텐츠학회논문지
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    • 제15권4호
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    • pp.380-390
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    • 2015
  • 지방자치단체는 공공서비스 측면에서 중앙정부와 비교하여 가까운 접점을 가지고 있기 때문에, 오늘날 복지문제가 중요한 이유인 상황에서 그 역할이 중요시 되고 있다. 이에 따라 지방재정의 역할이 어느 때보다 중요시되고 있지만 유감스럽게도 지방재정과 관련된 이슈들은 대부분 부정적이다. 특히 지자체의 재정자립도 문제는 매우 심각한 상황으로 많은 지자체가 재원확보에 어려움을 호소하고 있다. 중앙정부의 의존재원이 대안이 될 수도 있지만 의존재원은 재정의 자율적 운용은 물론 건전성에도 부정적인 영향을 줄 수 있다. 이에 본 연구에서는 공공기관이 보유하고 있는 공공데이터를 활용하여 재정확충을 방안으로 제시하였다. 비록 공공데이터의 활용 수준이 초기수준이지만 공공데이터의 지자체의 자주재원 으로써의 타당성과 도입을 위한 제언들을 통하여 시론적으로 논의하고자 하였다.

Initial estimates of the economical attractiveness of a nuclear closed Brayton combined cycle operating with firebrick resistance-heated energy storage

  • Chavagnat, Florian;Curtis, Daniel
    • Nuclear Engineering and Technology
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    • 제50권3호
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    • pp.488-493
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    • 2018
  • The Firebrick Resistance-Heated Energy Storage (FIRES) concept developed by the Massachusetts Institute of Technology aims to enhance profitability of the nuclear power industry in the next decades. Studies carried out at Massachusetts Institute of Technology already provide estimates of the potential revenue from FIRES system when it is applied to industrial heat supply, the likely first application. Here, we investigate the possibility of operating a power plant (PP) with a fluoride-salt-cooled high-temperature reactor and a closed Brayton cycle. This variant offers features such as enhanced nuclear safety as well as flexibility in design of the PP but also radically changes the way of operating the PP. This exploratory study provides estimates of the revenue generated by FIRES in addition to the nominal revenue of the stand-alone fluoride-salt-cooled high-temperature reactor, which are useful for defining an initial design. The electricity price data is based on the day-ahead markets of Germany/Austria and the United States (Iowa). The proposed method derives from the equation of revenue introduced in this study and involves simple computations using MatLab to compute the estimates. Results show variable economic potential depending on the host grid but stress a high profitability in both regions.

치매대상자를 돌보는 간호사의 의사소통행위 측정도구 개발 및 평가 (Development and Validation of the Communication Behavior Scale for Nurses Caring for People with Dementia)

  • 이지혜;강문희
    • 대한간호학회지
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    • 제49권1호
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    • pp.1-13
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    • 2019
  • Purpose: The purpose of this study was to develop and validate the Communication Behavior Scale for nurses caring for people with Dementia (CBS-D). Methods: Based on communication accommodation theory, the initial items were generated through a literature review and interviews with 20 experts. Content and face validity of the initial items were assessed. Data from 486 nurses caring for people with dementia were analyzed using item analysis, exploratory and confirmatory factor analysis, criterion-related validity, and internal consistency. Results: The final scale consisted of 18 items and four factors (discourse response management, interpersonal control, emotional expression, and interpretability) that explained 57.6% of the variance. Confirmatory factor analysis indicated that the theoretical model with 18 items satisfied all goodness-of-fit parameters. Criterion-related validity was shown by the Global Interpersonal Communication Competence Scale (r=.506, p<.001). Cronbach's alpha for the total scale was .88. Conclusion: The CBS-D can be used to measure the communication behavior of nurses caring for people with dementia.

Maslow의 욕구위계이론에 근거한 간호사 욕구만족도 측정도구 개발 및 타당화 (Development and Validation of the Nurse Needs Satisfaction Scale Based on Maslow's Hierarchy of Needs Theory)

  • 김화진;신선화
    • 대한간호학회지
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    • 제50권6호
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    • pp.848-862
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    • 2020
  • Purpose: The purpose of this study was to develop an instrument to evaluate the needs satisfaction of nurses and examine its validity and reliability. Methods: The initial items for the instrument were developed through a literature review and interviews, using the conceptual framework of Maslow's hierarchy of needs theory. The initial items were evaluated for content validity by 14 experts. Four hundred and eighty-six clinical nurses participated in this study through offline and online surveys to test the reliability and validity of the instrument. The first evaluation (n = 256) was used for item analysis and exploratory factor analysis, and the second evaluation (n = 230) was used to conduct a confirmatory factor analysis and to assess the criterion-related validity and internal consistency of the instrument. Test-retest reliability was analyzed using data from 30 nurses. Results: The final instrument consisted of 30 items with two sub-factors for five needs that were identified through the confirmatory factor analysis. The criterion-related validity was established using the five need satisfaction measures (r = .56). Cronbach's α for total items was .90, and test-retest reliability was .89. Conclusion: The findings from this study indicate that this instrument has sufficient validity and reliability. This instrument can be used for the development of nursing interventions to improve the needs satisfaction of clinical nurses.

t 분포 퍼센트점의 직접근사공식 (Direct approximations for t percentage points)

  • 김현철;송규문;허문렬
    • 응용통계연구
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    • 제2권1호
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    • pp.48-53
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    • 1989
  • 본 연구에서는 t 분포 백분위점을 구하는 방법으로 표준정규분포의 백분위점을 이용하는 간접근사공식들과는 달리 p와 n만의 직접근사공식을 찾았다. Hoaglin이 $\chi^2$분포에 적용했던 탐색적분석과정을 거쳐서 찾아낸 이 공식은 그 형태가 간단하여 일상적인 자료분석에서 손쉽게 이용될 수 있을 뿐만 아니라 최대 상대오차가 1.2%밖에 되지않는 좋은 공식이다.

여성의 난임 대처 측정도구 개발 (Development of a Coping Scale for Infertility-Women (CSI-W))

  • 김미옥;고정미
    • 대한간호학회지
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    • 제50권5호
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    • pp.671-685
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    • 2020
  • Purpose: The purpose of this study was to develop a Coping Scale for Infertility-Women (CSI-W). Methods: The initial items were based on an extensive literature review and in-depth interviews with seven infertile women. Forty-three items were derived from a pilot survey. Data were collected from 216 women who had experienced intrauterine insemination (IUI) and in-vitro fertilization (IVF) more than once. The data were analyzed to verify the reliability and validity of the scale. Results: Seven factors containing 28 items (four factors containing 17 items for active coping and three factors containing 11 items for passive coping) were extracted from the exploratory factor analysis to verify the construct validity. The four factors of active coping were confrontation, self-control, seeking social support (spouse), and seeking social support (colleagues and experts). The three factors of passive coping were distancing, escape, and avoidance. These items were verified through convergent, discriminant, and concurrent validity testing. The internal consistency reliability was acceptable (active coping: Cronbach's α = .78; passive coping: Cronbach's α = .81). Conclusion: As its validity and reliability have been verified through various methods, the CSI-W can contribute to assessing the coping strategies of infertile women.

임상 실습을 경험한 간호대학생의 사회적 지지 측정 도구 개발 (The development of a social support scale for nursing students in clinical practice)

  • 박가원;박성희
    • 한국간호교육학회지
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    • 제29권1호
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    • pp.5-16
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    • 2023
  • Purpose: This methodological study developed a scale that reflects the social support characteristics of nursing students who have experienced clinical practice and verified their reliability and validity. Methods: The 37 initial items of the scale were derived based on the results of a previous study that analyzed the concept of nursing students' social support. The initial items were revised through content validity verification, and 29 preliminary items were finally selected. Data were collected from 220 students enrolled in a nursing department in Jeollabuk-do, who had clinical practice experience, and 205 surveys were used for the final analysis. The data collection period was from March 11 to April 26, 2022. An exploratory factor analysis was performed using maximum likelihood factor extraction and varimax rotation. Results: The social support scale for nursing students who have experienced clinical practice consisted of a total of three sub-factors and 17 items. The three sub-factors were 'support from family and friends' (eight items), 'support from school, professors, and clinical instructors' (seven items) and 'support from department seniors' (two items). The reliability of the developed scale was found to be high, with a Cronbach's alpha of .93. As a result of verifying the criterion validity of the developed scale, the correlation between the criterion tool and the scale developed in this study was statistically significant. Conclusion: The significance of this study is that it developed a scale to measure social support for the first time among nursing students in Korea.

네트워크 분석을 이용한 『영악전서(景岳全書)』 신방팔진(新方八陣)의 탐색적 구조 분석 (Exploratory Structural Analysis on Eight Positions for New Formulations in Jingyuequanshu by Network Analysis)

  • 정윤경;김형석;김현호;박영재;박영배
    • 대한한의학회지
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    • 제35권3호
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    • pp.49-59
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    • 2014
  • Background: Eight positions for new formulations in Jingyuequanshu is a unique classifying system and each position can be presented as a network. Network analysis is an effective method of visualizing the relationship of textual information. Purpose: This study aimed to analyze the structure of the eight positions for new formulations in Jingyuequanshu, and to acquire information about composing materia medica. Methods: We constructed an initial database and binary matrix of eight positions for new formulation in Jingyuequanshu, including its herbs and formulations. With this data, we carried out frequency and network analysis. Results: We analyzed each of the eight positions for new formulation, entire positions, and five positions after removing 'causal/cold/hot' positions. We found that the formulas of the causal position are distributed throughout the new formulation, and those of the cold and hot positions are also distributed similarly but the two groups are exclusive to each other. The other 5 positions are distributed exclusively to one another. Conclusions: Eight positions for new formulation of Jingyuequanshu were classified into three axes by exploratory network analysis. One is an axis of causal position, another is an axis of cold/hot positions, and the last is an axis of the other five positions.

인터넷중독 측정도구와 한국형 인터넷중독지표의 개발 (Development of Internet Addiction Measurement Scales and Korean Internet Addiction Index)

  • 박재성
    • Journal of Preventive Medicine and Public Health
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    • 제38권3호
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    • pp.298-306
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    • 2005
  • Objectives : To develop measurement scales of Internet addiction, and propose a Korean Internet Addiction Index (K-IAI) and classification criteria for Internet addiction from the threshold scores developed. Methods : The identification of the concept of 'Internet addiction' was based on the literature review. To select the scales, an exploratory factor analysis was applied. A construct validation was tested by a confirmatory factor analysis (CFA) with a structured equation model (SEM). In testing the validity of the classification criteria, ANOVA and non-recursive models with SEM were applied. Results : Out of 1,080 questionnaires distributed, 1,037 were returned,; a response rate of 96%. The Cronbach-$\alpha$ of all items was over 0.75. Using an exploratory factor analysis in the condition of a 6 factor constrain as the study model proposed, 23 of the initial 28 items were identified. In testing the discriminant and convergent validity of the selected 23 scales using CFA with SEM, the Internet addiction model explained about 93% of all variances of the data collected, and all the latent variables significantly explained the designated scales. A K-IAI was proposed using the T-scores of the sum of all factor averages. In the classification of users, the basic concept was a twostandard deviation approach of the K-IAI as the criteria of MMPI. The addiction group had a score ${\geq}70$ in the K-IAI, the pre-addiction group between ${\geq}50$ and <70, and the average user group <50. The Internet use times of the classified groups were statistically different in the ANOVA and multiple comparisons. Conclusions : The K-IAI is a reliable and valid instrument for measuring Internet addiction. Moreover, the taxonomy of the groups was also verified using various methods.

미국 소득분포의 지역적 수렴에 대한 공간자료 분석(1969∼1999년) - 베타-수렴에 대한 비판적 검토 - (Spatial Data Analysis for the U.S. Regional Income Convergence,1969-1999: A Critical Appraisal of $\beta$-convergence)

  • Sang-Il Lee
    • 대한지리학회지
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    • 제39권2호
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    • pp.212-228
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    • 2004
  • 본 연구는 지역간 소득분포의 수렴/발산의 주요 측면인 베타-수렴을 공간자료분석에 의거하여 비판적으로 검토하고 있다. 베타-수렴에 대한 통상적인 접근법은 두 가지 측면에서 문제점을 갖고 있다. 첫째, 회귀분석 결과 도출되는 잔차의 공간적 자기상관을 고려하지 못한다. 둘째, 베타-수렴의 국지적 변이, 즉 공간적 이질성을 탐색할 어떠한 절차도 제공하지 못한다. 이러한 비판적 검토를 바탕으로, 다양한 공간자료분석 기법들, 즉, 공간적 자기회기 모델(spatial autoregressive models), 이변량 국지통지(bivariate local statistics)를 이용한 탐색적 공간자료분석(ESDA: exploratory spatial data analysis) 기법, 그리고 지리적 가중회귀분석(GWR: geographically weighted regression)을 사용하여 1969-1999년 간의 미국 노동시장지역에 대한 소득 자료를 분석하였다. 주요 결과는 다음과 같다. 첫째, OSL모델을 적용한 결과 베타-수렴은 단지 부분적으로만 드러났고, 베타-수렴 계수도 시기별로 상당한 편차를 보였다. 둘째, 공간적 자기회기 모델의 분석 결과 OLS에 의해 유의한 것으로 나타난 베타-수렴 계수가 99% 신뢰수준에서 유의하지 않은 것으로 드러났다. 셋째, 탐색적 공간자료분석과 지리적 가중회귀분석의 결과는 베타-수렴의 경향에 상당한 정도의 공간적 이질성이 존재한다는 점을 보여주고 있다. 또한 이 공간적 이질성의 양상이 시기별로도 다양하게 드러남이 관찰되었다.