• Title/Summary/Keyword: Mann-Whitney u-test

Search Result 824, Processing Time 0.029 seconds

A Study on Elementary School Students' Responses to Anomalous Data (변칙 사례에 대한 초등학생들의 반응 연구)

  • Kang, Suk-Jin;Shin, Sook-Hee;Noh, Tae-Hee
    • Journal of The Korean Association For Science Education
    • /
    • v.22 no.2
    • /
    • pp.252-260
    • /
    • 2002
  • The types and the characteristics of students' responses to anomalous data in studying 'boiling point' were investigated, and the degree of cognitive conflict and conceptual change were compared by students' cognitive variables. Tests regarding field dependence-independence and logical thinking ability, a preconception test, and a test of responses to anomalous data were administered to 137 sixth graders. Among them, 90 students whose preconceptions were consistent with the presented initial theory were selected. After learning the scientific concept, students' conceptual change was examined. Six types of responses identified were as follows: Rejection, reinterpretation, exclusion, uncertainty, belief decrease, and theory change. The main responses were rejection (33%) and theory change (39%). The results of Mann-Whitney U test indicated students who were field independent and had higher logical thinking abilities felt more cognitive conflict and exhibited more conceptual change.

Effects of classwide peer tutoring on academic achievement, self-leadership and interpersonal ability of nursing students (간호대학생의 전학급동료교수학습이 학업성취, 셀프리더십 및 대인관계능력에 미치는 효과)

  • Jung, In-Sook
    • Journal of Convergence for Information Technology
    • /
    • v.8 no.4
    • /
    • pp.55-62
    • /
    • 2018
  • This is a primitive experimental study to find effects of 10 times classwide peer tutoring on academic achievement, self-leadership and interpersonal ability of nursing students. According to the results of Mann-Whitney U and Kruskal-Wallis test using SPSS/WIN 19.0, the motive of admission was the factor affecting the most mean ranks related to general characteristics. There were significant differences between academic achievements, cognitive strategy, and promoting relationships(p<.001; p=.020; p=.040), and there was a positive correlation between self-leadership and interpersonal ability(r=.296, p=.041) in Wilcoxon Signed Ranked test. As results of this study, the classwide peer tutoring could be applied in nursing classes for enhancing students' competence, but the researcher suggests further researches with wider range of subjects and setting control group.

Effects of Grit Improvement Career Group Counseling Program on Grit and Career Anxiety of College Students (그릿향상 진로 집단상담 프로그램이 대학생의 그릿과 진로불안에 미치는 영향)

  • Kim, Jung Eun;Cho, Yeo Jin;Jung, Jung Im
    • The Journal of the Convergence on Culture Technology
    • /
    • v.8 no.2
    • /
    • pp.157-162
    • /
    • 2022
  • The purpose of this study was to verify the changes in Grit and career anxiety among college students by conducting a Grit improvement career group counseling program. The subjects of the study were 24 four-year college students, and the group counseling program was conducted once a week from September, 28, 2021 to November 16, 2021, for a total of 8 sessions. Research tools consisted of Grit and career anxiety, and the collected data were analyzed using SPSS 24.0. The Mann-Whitney U test was performed to secure the homogeneity of the experimental and control groups, and the Wilcoxon signed-rank test was used to verify the effectiveness before and after the program. As a result of this study, it was found that the subjects of the experimental group had higher grit and lowered career anxiety than the control group. Based on the research results, the significance and limitations of this study were discussed.

The Association between Personal Health Behaviors and Emergency Room Visit among Elderly Patients with Diabetes (당뇨병 노인의 건강행위 실천과 응급실 내원 간의 관련성)

  • Kim, Su Hyun;Im, Ye-Ji
    • Journal of Digital Convergence
    • /
    • v.19 no.11
    • /
    • pp.595-606
    • /
    • 2021
  • This study was to understand the relationship between emergency room visit due to illness and personal health behaviors as well as population and illness characteristics of elderly patients with diabetes. This study was a descriptive correlation study that analyzed 956 respondents aged 65 or older and diagnosed with diabetes in the Korean Health Panel's data from 2014 to 2017. Data were analyzed using the SPSS 26.0 program with Mann-Whitney U test, chi-square test, and logistic regression analysis. The respondents who visited emergency room had fewer days of moderate-intensity physical activity and walking activity, were older, had activity restrictions due to disability, had depression, and had a large number of comorbid chronic diseases. In order to prevent elderly people with diabetes from visiting emergency room, it is important to encourage moderate-intensity activity and walking.

Relationships among Public Service Motivation, Hospital Organizational Culture Types, Job-esteem, and Turnover Intentions of Public Hospital Nurses (일개 지역 공공병원 간호사의 공공봉사동기, 병원조직문화유형, 직업존중감 및 이직의도간의 관계)

  • Choi, Seungmi;Park, Sunah
    • The Journal of the Convergence on Culture Technology
    • /
    • v.8 no.5
    • /
    • pp.619-629
    • /
    • 2022
  • This study aims to investigate the relationship among public service motivation, hospital organizational culture type, job-esteem, and turnover intention of public hospital nurses. A cross-sectional study was conducted on 124 nurses at four public hospitals in the Gyeonggi Province (Icheon, Anseong, Suwon, Paju). Data were analyzed using descriptive statistics, t-tests, ANOVA, and Pearson correlation coefficient. Mann-Whitney U test and the Kruskal-Wallis test were used with the Bonferroni test for post hoc comparison when the data were not normally distributed. The turnover intention of the subjects was public service motivation (r=-.30, p<.001), affiliative culture (r=-.28, p=.002), innovative culture (r=-.34, p< .001) and task culture (r=-.30, p=.001) were negatively correlated. Study findings suggest that public service motivation must be increased to reduce the turnover intention of nurses in public hospitals.

Development of the U-turn Accident Model at Signalized Intersections in Urban Areas by Logistic Regression Analysis (로지스틱 회귀분석에 의한 도시부 신호교차로 유턴 사고모형 개발)

  • Kang, Jong Ho;Kim, Kyung Whan;Kim, Seong Mun
    • KSCE Journal of Civil and Environmental Engineering Research
    • /
    • v.34 no.4
    • /
    • pp.1279-1287
    • /
    • 2014
  • The purpose of this study is to develop the U-turn accident model at signalized intersections in urban areas. The characteristics of the accidents which are associated with U-turn operation at 3 and 4-legged signalized intersections was analyzed and the U-turn accident model was developed by regression analysis in Changwon city. First, in order to analyze the effectiveness on traffic accidents by U-turn installation, the difference of mean of traffic accident number are measured between two groups which are composed by whether or not U-turn installation the groups by Mann-Whitney U test. The result of significance test showed that intergroup comparison on mean by accident types made difference except rear-end accident type and by accident locations exit section only showed difference in significance level at 4-legged intersections, so the accident number have more where the U-turn is permitted than not. Response measures about the number of accidents were classified by whether accidents occurred and accident model were constructed using binomial logistic regression analysis method. The developed models show that the variables of conflict traffic, number of opposing lane are adopted as independent variable for both intersections. The variables of longitudinal grade for 3-legged signalized intersection and number of crosswalk for 4-legged signalized intersection at which the U-turn is permitted is adopted as independent variable only. These study results suggest that U-turn would be permitted at the intersection where the number of opposing lane is more than 3.5 each, the longitudinal grade of opposing road is upward flow and there is need to establish the U-turn traffic sign at signalized intersections.

A Study on Sexual Attitude, Autonomy and Harassment Experience of College Students (대학생의 성 태도, 성적 자율성 및 성희롱 경험에 관한 연구)

  • Kim, Soon-Gu
    • Journal of the Korea Academia-Industrial cooperation Society
    • /
    • v.18 no.3
    • /
    • pp.223-231
    • /
    • 2017
  • The purpose of this study was to determine the relationships among sexual attitudes, autonomy, and harassment experience and to find out how each factor affects the sexual attitudes of college students. The subjects were 236 college students in D city. The data were collected from September 3 - 8, in 2015 using a structured questionnaire. The data were analyzed using the SPSS WIN 18.0 program. For data analysis, a Mann-Whitney U-test, Kruskal-Wallis test, Pearson's correlation coefficients, and multiple regression analysis were carried out. The results are as follows. First, the average scores of sexual attitude, sexual autonomy, and sexual harassment experience were 4.01, 1.95, and 0.95 points, respectively. Second, the individual characteristics in sexual attitude were significantly different in gender (U=2124.50, p=0.000) and department (U=5741.00, p=0.026), sexual autonomy were considerably different in gender (U=2529.50, p=0.001) and satisfaction with personal relationships ($X^2=9.46$, p=0.009), and sexual harassment experience were significantly different in the department (U=5604.00, p=0.007). Third, a positive relationship was observed between the sexual attitudes and sexual autonomy (r=0.517, p<0.01). Sexual autonomy was found to influence the sexual attitudes (${\beta}=0.46$, p<.001). These results highlight the need to develop sex education programs in various situations for college students and that sex education should be implemented constantly.

Recognition of Emotion Interaction by Measuring Social Distance in Real Time (실시간 Social Distance 추적에 의한 감성 상호작용 인식 기술 개발)

  • Lee, Hyunwoo;Woo, Jincheol;Cho, Ayoung;Jo, Youngho;Whang, Mincheol
    • Science of Emotion and Sensibility
    • /
    • v.20 no.3
    • /
    • pp.89-96
    • /
    • 2017
  • This study developed a method which recognizes emotional interactions from the social distance by a beacon wearable device. The recognized interaction was evaluated by comparing with the cardiovascular synchrony from photoplethysmogram (PPG). The interaction was recognized when social distance was maintained for a certain period of time. The cardiovascular synchrony was estimated by correlation anaysis between beat per minute (BPM) from PPG. The maintenance time was determined by Mann-Whitney U test between the cardiovascular synchrony of interaction and non-interaction groups. Fifteen groups (2 persons per a group) participated in the experiment and they were asked to wear the beacon and PPG wearable devices in daily life. Experimental results showed that the interaction groups had more higher cardiovascular synchrony than non-interaction groups and the significant interaction time was determined to be 11 seconds (p=.045). Consequently, the real-time measurement and evaluation of the social network in real space was expected to be improved.

A comparative study on iPhone 6 Plus and Samsung Galaxy Note 4 from Vietnamese consumer perception

  • Le, Huong Van;Park, Hyun Woo
    • Asia Pacific Journal of Business Review
    • /
    • v.2 no.1
    • /
    • pp.53-68
    • /
    • 2017
  • The objective of this research is to analyze the product innovation aspect in two comparable smartphones and partly illustrate perception and preference of Vietnamese consumers of two smartphone lines of Apple - iPhone 6 Plus and Samsung - Samsung Galaxy Note 4. The research tries to clarify which innovative features in two smartphones are more preferable to a group of consumer in Vietnam. The reason why the research studies iPhone 6 Plus and Samsung Galaxy Note 4 when iPhone 7 and Samsung Galaxy Note 7 have just released is that passing more than one year is enough time for consumers to totally experience both 2 smartphone lines to give the most precise and truthful evaluation for their preferences. Moreover, iPhone 6 Plus launch signed one of the most historical memorable landmark in the development process of iPhone products when it introduced larger-screen iPhone model for the first time. It is such an important change of iPhone which could open a new continuing successful era for Apple and iPhone. The first phase of this study involves analyzing strengths and weaknesses existed considering the opportunities and threats from the competitive market, then a competitive advantage analysis is implemented for each product. The second phase conducts a survey with Vietnamese participants from different backgrounds, by which a Mann-Whitney U test will be executed to check the significant difference in opinions in different respondent groups by age and by gender to several features of two smartphones. By conducting the survey, some interesting facts revealed with the winner seemingly falling into iPhone 6 Plus. However, it still reveals some significant difference among respondent groups by age and by gender to both iPhone 6 Plus and Samsung Galaxy Note 4 in several comparing features.

A Study on Satisfaction Factors of Pedestrian Road in Residence District according to Usage Purpose (보행자전용도로의 이용목적에 따른 만족요인 연구)

  • Yeom, Sung-Jin
    • Journal of Environmental Science International
    • /
    • v.20 no.9
    • /
    • pp.1205-1212
    • /
    • 2011
  • As serving people's activities, pedestrian road systems are basic and necessary facilities in urban structure. To provide and utilize these pedestrian road systems in residential area would enhance urban environment as well as quality of life. For this reason, pedestrian road should be planned by consideration of people's activity in residential area. Evaluation of existing pedestrian road should be also oriented how people use it and what people do in it. This study amis to investigate functions of pedestrian road system throughout evaluation of user's satisfaction in order to improve better pedestrian road system in residential area. The purposes of this study are to analyze components of factors affecting on user's satisfaction, and to find the relationship among affecting factors. For this study, the on-site questionnaire method was applied to 267 individuals who were collected as the study areas where locate Toyogaoka and Kaidori, Japan. The collected data were clarified exploratory factors, and analyzed relationship between the factors and satisfaction by applying quantitative statistical techniques for the mapping investigation, Mann-Whitney u-test, and correlation. The results of this study are follows. The pedestrian road system is more preferred than surroundings of vehicle roads in residential district area where maintains pedestrian road as open space. In addition, satisfactions of the pedestrian road for each purpose were highly evaluated, because of conformability and convenience for usage. Consequently, the pedestrian road which is secure and greening as an open space is well carried out for the living circulation of residents. It would suggest that pedestrian road have to be managed and planned not a function of circulation but an open space system.