• 제목/요약/키워드: Correlation regression analysis

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대학수학능력시험 난이도 관련 변인 탐색 (A Study of Variables Related to Item Difficulty in College Scholastic Ability Test)

  • 박문환
    • 대한수학교육학회지:수학교육학연구
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    • 제14권1호
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    • pp.71-88
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    • 2004
  • 본 연구의 목적은 대학수학능력시험에서 출제되는 수리 영역의 문항에 대한 난이도를 결정짓는 변인을 탐색하고, 난이도를 측정할 수 있는 구체적인 검토도구를 개발하는 것이다. 이를 위해 문헌 분석과 기출 수능 문항에 대한 내용 및 난이도 분석을 시도하였다. 여기서 추출된 변인을 토대로 1차 검토도구를 만들고 오답률과 추출된 변인들 사이의 상관분석을 시도하여 상관도가 비교적 낮은 변인은 삭제하거나 수정 보완하여 2차 검토도구를 만들었다. 2차 검토도구를 이용하여 여러 가지 예측 모형을 개발하고, 각 모형에 대하여 회귀계수를 비교하고, 교차타당도를 분석한 결과 안정성과 정확성이 가장 높은 최적의 예측모형은 '통합 회귀방정식 모형'으로 나타났다. 또한 통합 회귀방정식 모형을 토대로 분석하였을 때 오답률에 대한 설명력은 답지의 형식, 내용 영역, 행동 영역, 문항의 생소성 등의 순으로 나타났다. 본 연구는 난이도 관련 변인에 대한 연구가 전무한 상태에서 이루어졌기 때문에 많은 한계가 있으며 추후에 난이도를 보다 정확하게 추정할 수 있는 연구 방법이 기대 된다.

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시설물 유형에 따른 화재 발생의 공간 계량 분석 (Spatial Econometrics Analysis of Fire Occurrence According to Type of Facilities)

  • 서민송;유환희
    • 한국측량학회지
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    • 제37권3호
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    • pp.129-141
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    • 2019
  • 최근 급속도로 성장하는 도시에는 많은 인구와 시설물들이 증가하고 집중이 심화함에 따라 재해와 재난에 취약함을 나타낸다. 특히, 화재는 우리나라의 도시 내에서 교통사고와 더불어 가장 많이 발생하는 재해 중 하나로 많은 인명 및 재산피해를 준다. 따라서 본 연구에서는 화재 발생에 대한 영향요인을 분석하기 위해 진주시를 대상으로 2007년부터 2017년까지 10년간 화재데이터를 취득하였다. 먼저 공간 자기 상관성 분석을 시행하여 진주시 화재 발생의 공간 분포 패턴을 파악한 후, 상관관계 및 다중 회귀 분석을 통해 인문 사회 요인과 물리적 요인 간의 공간적 종속성 및 비정상성을 확인하였고 이를 토대로 화재 발생 위치와 각 요인별 위치를 고려하여 공간 가중치를 활용한 OLS 회귀 분석을 실시하였다. 그 결과로 첫째, 진주시 화재 발생의 LISA분석 결과 화재 발생 빈도가 높은 용도지역은 중심상업지역, 공업지역, 주거지역 순으로 나타났다. 둘째, 인구 사회적 변수 및 물리적 변수를 통합하여 다중회귀분석의 최종 모형으로 도출된 요인들을 중심으로 공간가중치를 적용하여 OLS회귀모형을 분석한 결과 제2종 근린생활시설이 화재 발생과 가장 높은 상관성을 보였으며 다음으로 단독주택, 판매시설, 제1종 근린생활시설, 가구수의 순으로 상관성이 있는 것으로 분석되었다. 이러한 연구 결과를 통해 도시 지역의 시설물별 화재 발생 요인을 분석하고 화재 안전대책을 수립하는데 유용한 자료로 활용될 것으로 예상된다.

우리나라 청소년의 탄산음료 섭취와 주관적 구강증상과의 관련성 (The correlation between soft drink consumption and subjective oral symptoms in Korean adolescents)

  • 박지혜
    • 한국치위생학회지
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    • 제18권1호
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    • pp.115-124
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    • 2018
  • Objectives: The purpose of this study was to investigate the correlation between soft drink consumption and subjective oral symptoms in Korean adolescents. Methods: Data of 65,528 adolescents were derived from the twelfth Korea youth risk behavior web-based survey, which was conducted from 1st June 2016 to 30th June 2016. Sociodemographic factors, dietary habit, and oral health behavior were collected as independent variables. The subjective oral symptoms were used as a dependent variable. The chi-square test and logistic regression analysis were performed to identify the correlation between dental caries and the other variables. Results: A multiple logistic regression analysis revealed that subjective oral symptoms were correlated with sex, age, subjective economic status, soft drink consumption, sweet drink consumption, tooth brushing frequency and dental sealant experience. Conclusions: Since the intake of soft drink adversely effects subjectively perceived oral symptoms in Korean adolescents, oral health education should include information on the pH levels of food and beverages including carbonated drinks, the effects of sugar on the teeth, and precautions to preventing tooth damage.

Correlation Analysis between Global Warming Index and Its Two Main Causes (space weather and green house effects) from 1868 to 2005

  • Moon, Yong-Jae
    • 한국우주과학회:학술대회논문집(한국우주과학회보)
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    • 한국우주과학회 2008년도 한국우주과학회보 제17권2호
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    • pp.24.2-24.2
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    • 2008
  • We have examined the relative contributions of representative space weather proxies (geomagnetic aa index) to global warming (Global temperature anomaly) and compared them with that of green house effect characterized CO2 content from 1868 to 2005. For this we used Hadcrut3 temperature anomaly (Ta) data, aa index taken at two anti-podal subauroral stations (Canberra Australia and hartland England), and the CO2 data come from historical ice core records. From the comparison between Ta and aa index, we found several interesting results: (1) the linear correlation coefficient between two parameters increases until 1990 and then decreases rapidly, and (2) the scattered plots between two parameters shows different patterns before and after 1990. A partial correlation of Ta and two quantities (aa, CO2) also shows that the geomagnetic effect (aa index) is dominant until about 1990 and the CO2 effect becomes much more important after then. These results imply that the green house effect become very important since at least 1990. For a further analysis, we simply assume that Ta (total) = Ta (aa) + Ta (CO2) and made a linear regression between Ta and aa index from 1868 to 1990. A linear model is then made from the linear regression between energy consumption (a proxy of CO2 effect) and Ta (total) - Ta (aa) since 1990. This linear model makes it possible to predict the temperature anomaly in 2030, about 1 degree higher than the present temperature, which is much larger than in the previous century.

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플랫 벤치프레스 운동과 인클라인 벤치프레스 운동 간의 최대근력 관계 (The Relationship of One Repetition Maximum between Flat Bench Press Exercise and Incline Bench Press Exercise)

  • 임규찬
    • 한국운동역학회지
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    • 제16권4호
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    • pp.189-194
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    • 2006
  • The purpose of this study was to identify the relationship of one repetition maximum between flat bench press exercise and incline bench press exercise, and so 40 male students of U-university were sampled purposedly, who were skilled in flat bench press and incline bench press exercises. After measuring lRM of each exercise by free barbell weight, the correlation analysis and the simple regression analysis were examined by using SPSS 120 at a significance level .05. The conclusions were as follows; Firstly, it was identified that 1RM of flat bench press exercise and incline bench press exercise were $89.2{\pm}25.9kg$, $67.1{\pm}22.1kg$ respectively, and the coefficient of correlation between two variables was 0.969, so the relationship was positive correlation. Secondly, it was identified that the regression equation predicted 1RM of incline bench press exercise was significant actually and statistically, so it was expressed that the equation was -6.648 + 0.827 (1RM of flat bench press exercise).

간경변증 환자의 식이이행 영향요인 (Factors influencing Dietary Compliance in Patients with Liver Cirrhosis)

  • 윤미정;민혜숙
    • 근관절건강학회지
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    • 제23권3호
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    • pp.179-186
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    • 2016
  • Purpose: The purpose of this study was to identify factors that influence dietary compliance in patients with liver cirrhosis. Methods: This study used a cross-sectional design and was conducted with a survey of 141 patients in liver cirrhosis who were treated at D-university hospital in Busan. For data analysis, descriptive statistics, Pearson's correlation coefficients, and a multiple regression were performed using SPSS/WIN 20.0 Program for windows. Results: The mean score was 3.47 in dietary compliance. Dietary compliance had a positive correlation with self-efficacy, perceived-benefit medical staff support, age, drink or not but had a negative correlation with perceived barrier. As a result of multiple regression analysis, self-efficacy and perceived-benefits explained 30.1% (F=7.69, p<.001) of the variance of dietary compliance. Conclusion: Dietary compliance was suggested to consider self-efficacy and perceived-benefits when developing a nutritional education programs for patients with liver cirrhosis.

노인의 만성통증과 통증신념, 통증대처 및 피로에 관한 연구 (A Study on Chronic Pain, Pain Beliefs, Pain Coping, and Fatigue in the Elderly)

  • 장혜경
    • 성인간호학회지
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    • 제18권3호
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    • pp.377-385
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    • 2006
  • Purpose: This study were to examine the relationship among chronic pain, pain beliefs, pain coping, and fatigue and to define the main factors influencing chronic pain in the elderly. Method: Data were collected by self-reported questionnaires from 276 Korean elderly. Data analysis was done with SPSS 10.1 for descriptive statistics, t-test, ANOVA, Pearson Correlation Coefficient, and Stepwise multiple regression. Results: Chronic pain score was 5.45, which was slightly higher than the average. There were significant differences in chronic pain according to age, marital state, economic state, and duration of pain. There was a significant positive correlation between chronic pain and pain beliefs, passive pain coping, physical fatigue and mental fatigue. In addition, there was a significant negative correlation between chronic pain and active pain coping. Stepwise multiple regression analysis showed that 44% of the variance in chronic pain was significantly accounted for by passive pain coping(31%), pain beliefs(8%), physical fatigue(4%), and active pain coping(1%). Conclusion: These results suggested that pain beliefs, pain coping, and fatigue can be influencing factors on chronic pain for the elderly. Also, the findings can provide a basis for nursing intervention development to effectively manage chronic pain for the elderly.

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필리핀거주 한국인의 건강증진 생활양식에 영향을 미치는 요인 (A Study on Factors Influencing the Health Promoting Lifestyles of Koreans in the Philippines.)

  • 최순희
    • 기본간호학회지
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    • 제6권3호
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    • pp.369-381
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    • 1999
  • The purpose of this study was to determine the predictors of health promoting lifestyles(Health Promoting Lifestyle Profile HPLP) of Koreans in the Philippines. The sample consisted of 100 Koreans who have lived in Manila, Philippines. Data were collected for two months from Feb, 1 to March 30, 1998. Analysis of the data was done by use of percentage, t-test, ANOVA, Pearson's Correlation Coefficients, and Stepwise Multiple Regression. The results of this study were summarized as follows : 1. The range of total HPLP score was from 73 to 175 and the mean score of that was 117.23. In comparison of mean scores depending on each item of six dimensions, self-actualization dimension tended to show the hightest score(2.98) and responsibility for health dimension, the lowest score(1.83). 2. The HPLP score showed a positive correlation with age(r=.19), social support (r=.39), self-efficacy(r=.52) and perceived health status(r=.27), but a inverse correlation with perceived health care service utilization barriers(r=-.20). 3. By using stepwise multiple regression analysis it was determined that the main influencing factors on the HPLP score were self-efficacy(27.2%), social support(5.3%), age(5.3%) and perceived health status(2.9%). These variables made it possible to explain 40.7% of variance in HPLP score.

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응급구조학과 학생들의 호흡보조요법 경험, 지식이 수행자신감에 미치는 영향요인 (Factors influencing performance confidence in paramedic students by knowledge and experience of respiratory-assistant therapy)

  • 엄동춘;김아정
    • 한국응급구조학회지
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    • 제22권2호
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    • pp.67-77
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    • 2018
  • Purpose: This study was conducted to identify the factors influencing performance confidence by knowledge and experience of respiratory-assistant therapy in paramedic students. Methods: A descriptive survey study used a convenience sample comprising 387 students from September 15 to October 31, 2016. Data were analyzed using descriptive statistics, t-test, ANOVA, Pearson's correlation coefficient, and regression analysis. Results: Knowledge was statistically significant by college(3-year), acquired certification, and observation experience in respiratory-assistant therapy. Performance confidence was statistically significant by sex, academic grade($3.0{\leq}$), acquired certification, and observation and performance experience in respiratory-assistant therapy. There was a significant correlation between knowledge and acquired certification, clinical practice, and major satisfaction. There was a significant correlation between performance confidence and acquired certification, clinical practice, major satisfaction, and knowledge. Regression analysis revealed that performance confidence accounted for 22.9% of the variance by academic grade(3.0~3.99), acquired certification, and major satisfaction. Conclusion: For paramedic students in clinical practice and in-school classes, it is important to improve performance confidence by combining training instruction with experience and education of respiratory-assistant therapy.

신체지표와 유량-기량곡선 지표간의 상관성 (Correlations between Body Indices and Flow-Volume Curve Parameters)

  • 진복희
    • 대한임상검사과학회지
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    • 제41권3호
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    • pp.135-139
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    • 2009
  • Pulmonary function test has been know to be greatly affected by body indices, such as sex, age, height, body weight, body surface area (BSA) and body mass index (BMI), so hat this study was focused to see the relationship between body index and flow-volume curves. Subjects were 156 (male 90, female 66) and they were examined for pulmonary function test in terms of body index and correlation/multiple regression analysis of flow-volume curves at Presbyterian Medical Center from March to August, 2009. The followings results after analyzing the correlation between body index and flow-volume curves. Although flow-volume curve FEF25-75% showed close correlation with age, body weight, and body surface area, but not with body mass index. In addition, multiple regression analysis was performed to see how each body index affects flow-volume curve FEF25-75%, and FEF25-75% dispersion was explained as 74.5% with age only, 94.2% with age and height, and 96% with age, height, and sex. Therefore, sex, age and height that are mainly used for predictive formular of pulmonary function test and nomogram were important factors for pulmonary function test itself, and further study must be done for other body index.

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