• 제목/요약/키워드: Explained Variance

Search Result 1,630, Processing Time 0.025 seconds

Convergence Study on the Influence of Personality and Stress on College Life Adaptation in Nursing College Students (간호대학생의 인성 및 스트레스가 대학생활 적응에 미치는 영향에 관한 융합연구)

  • Lim, Jae-Ran;Kim, Soon-Young
    • Journal of the Korea Convergence Society
    • /
    • v.10 no.10
    • /
    • pp.301-308
    • /
    • 2019
  • The purpose of this study is to understand the relationship between personality, stress and college adjustment of nursing college students and to identify the factors influencing college adjustment. The data collected from December 14, 2017 to December 19, 2017, and the questionnaire from 193 nursing students in D City. The data were analyzed by t-test, one-way ANOVA and Scheffe's test, Pearson's correlation and multiple regression analysis. The mean scores of major satisfaction, was $6.32{\pm}2.03$, personality was $3.76{\pm}.43$, stress was $1.57{\pm}.37$, and college adjustment was $3.30{\pm}.65$. There were positive correlations between college adjustment and major satisfaction(r = .41, p <.001), as well as between personality (r = .60, p <.001). The significant factors influencing the college adjustment were number of consultation, major satisfaction and personality, which explained 49% of the variance in the college adjustment. Based on these findings, programs that develop personality are necessary for college nursing students in order to promote college adjustment.

Convergence relationships between Leisure Satisfaction, Job Stress and Nursing Performance of Nurses (간호사의 여가만족, 직무스트레스 및 간호업무성과 간의 융합관계)

  • Lee, Eun-Joo;Yang, Seung-Kyoung;Lee, Bo-Ram;Youn, Ji-Hyeon;Park, Ye-Young;Song, Se-Rin
    • Journal of the Korea Convergence Society
    • /
    • v.10 no.9
    • /
    • pp.75-84
    • /
    • 2019
  • This study aimed to identify the factors affecting the nursing performance and the convergence relationships of leisure satisfaction, job stress, and nursing performance among nurses. Participants included 150 nurses working at 2 hospitals in C city from August 3 to September 15, 2018. The data were analyzed using descriptive statistics, independent t-test, one-way ANOVA with Scheffe's test, Pearson correlation coefficients, and multiple regression by SPSS 23.0 program. Nursing performance were significantly differences in age (F=4.78, p=.003), marital status (F=2.74, p=.007), length of clinical career (F=3.34, p=.012), and health condition (F=5.23, p=.002). Nursing performance was a positively correlated with leisure satisfaction (r=.32, p<.001) and a negatively correlated with job stress (r=-19, p=.020), and job stress was a negatively correlated with leisure satisfaction (r=-.32, p=.005). The factors affecting the nursing performance of clinical nurses were age (${\beta}=.20$, p=.008) and leisure satisfaction (${\beta}=.28$, p<.001), and these variables explained about 19.6% of the variance in nursing performance. In order to improve nursing performance, it is necessary to provide working environment and institutional support for increasing leisure satisfaction and reducing job stress and age-differentiated approaches.

Work Engagement and Associated Factors among General Hospital Nurses (종합병원 간호사의 업무몰입 관련요인)

  • Park, Jin-Hwa;Lee, Eun-Kyung;Kim, Sun-Hee
    • Journal of the Korea Academia-Industrial cooperation Society
    • /
    • v.19 no.12
    • /
    • pp.462-470
    • /
    • 2018
  • This descriptive survey was conducted to explore the effects of work engagement and its associated factors among general hospital nurses. Nurses working in general hospitals were recruited in D city and K region. Data were analyzed by descriptive statistics, t-test, one-way ANOVA, Pearson's correlations, and stepwise multiple regression using IBM SPSS 25. The mean score of work engagement of the subjects was 3.08. The mean scores of emotional modulation effects in profession, patient focused emotional suppression, and emotional pretense by norms which are subgroups of emotional labor by norms were 3.82, 3.28, and 3.22, respectively, while that of the nursing work environment was 2.59. Work engagement was significantly positively correlated with emotional modulation effects in profession (r=0.30, p=0.001), patient-focused emotional suppression (r=0.20, p=0.030), and nursing work environment (r=0.21, p=0.024). The results showed that the factors that affect the work engagement were age, current position, and emotional modulation effects in profession, which explained 20% of the variance in work engagement (F=10.37, p<0.001). Therefore, to establish strategies for improving the level of work engagement, it is necessary to consider age and current positions of nurses and to develop a nursing intervention program to strengthen emotional modulation effects among general hospital nurses.

Factors Influencing on Attitude toward Homosexuality among Nursing Students: Focusing on Sexual Assertiveness and Sex Stereotypes (간호대학생의 동성애에 대한 태도 영향요인; 성적 자기주장과 성역할 고정관념 중심으로)

  • Park, Seo-A;Shin, Kyoung-Sook;Kim, Hye-Young
    • Journal of the Korea Academia-Industrial cooperation Society
    • /
    • v.20 no.7
    • /
    • pp.68-77
    • /
    • 2019
  • The purpose of this study was to determine the relevance and different factors having an impact on sexual assertiveness and sex stereotypes for the attitude among nursing students toward homosexuality. A survey was conducted on 253 nursing students in D city using a self-report questionnaire. The data was collected from April 11 to April 20, 2019 and it was then analyzed by descriptive statistics, t-tests, ANOVA, Pearson's correlations and multiple regression using SPSS 22.0. The average of sexual assertiveness in the nursing students was $4.44{\pm}0.37$, and the average of sex stereotypes was $2.08{\pm}0.58$, and the average of attitude toward homosexuality was $2.75{\pm}0.37$. The attitude toward homosexuality according to the general characteristics differed among religions (F=13.32, p<.000), religious life (F=20.43, p<.000) and method of parenting (F=2.74, p<.044). There was a statistically significant negative correlation between sexual assertiveness and the attitude toward homosexuality (r=-0.13, p=.034). Also, there was a statistically significant positive correlation between sex stereotypes and the attitude toward homosexuality (r=0.24, p<.000). Religion, religious life and sex stereotypes were the influential factors. Models that included the variables explained 23.1% of the variance for the attitude toward homosexuality. Thus, it is necessary to create an interventional strategy related to nursing student' attitude towards homosexuality so as to develop a practical educational program for promoting healthy gender identity.

A Study on the Type of Perception about the Emergency Car Driver Circulation Work of Female Fire Officials

  • Lee, Jae-Min;Jung, Ji-Yeon;Yun, Hyeong-Wan
    • Journal of the Korea Society of Computer and Information
    • /
    • v.26 no.2
    • /
    • pp.99-108
    • /
    • 2021
  • This is a study on the type of perception about the transition of female firefighters to emergency car drivers. The purpose of this study is to identify the perception of the female firefighters on the circulation of emergency car drivers and to identify the characteristics of each type of firefighting officers and to provide basic data for the development and utilization of the emergency car drivers' work of female firefighters. The Q-sample of 27 statements was conducted on 31 subjects including 26 women and 5 men, and the data were analyzed using the QUANL program. As a result, the three types classified explained 60.8 % of the total variance, and the explanation power of each type was 50 % for type I, 5.6 % for type II, and 5.2% for type III. Type I was named 'feminist type', type II was named 'future-oriented type', and type III was named 'educational preparation type'. According to the perception of emergency cars by female firefighters, it was investigated that discrimination caused by gender should be eliminated and female firefighters can drive an emergency car if preparation and systematic education are made. Therefore, fire officials need to develop their personal abilities through gender equality and systematic education programs.

The Effect of Social Support and, Avoidance Coping Style and Depression on Suicidal Ideation among in the Elderly over the Age 65 in G City (G시 65세 이상 노인의 사회적 지지, 회피적 대처방식 및 우울이 자살생각에 미치는 영향)

  • Oh, Eum-Jung;Chang, Koung-Oh
    • Journal of the Korea Academia-Industrial cooperation Society
    • /
    • v.22 no.2
    • /
    • pp.92-103
    • /
    • 2021
  • This study was undertaken to examine the effects of social support, as well as avoidance coping, depression and suicidal ideation, of the elderly over 65 years, in G city. This was a descriptive survey study, enrolling 482 subjects from 9 elderly schools in G city, from October 31, 2019 to 1. Data collected were analyzed with t-test, ANOVA, Pearson's correlation coefficients and multiple regression, using the SPSS WIN 24.0 program. The average score of social support was 5.71±1.11, avoidance coping style 12.41±3.45, depression 6.33±2.77, and suicidal ideation 6.17±1.87. Suicidal ideation (r=0.292, p<0.001) positively correlated with avoidance coping, and negatively correlated with gender (r=-0.02, p=0.018), number of family (r=-0.12, p=0.008), social support (r=-0.19, p<0.001), and depression (r=-0.24, p<0.001). Results of regression indicated that gender, social support, avoidance coping style, and depression explained 12.8% of variance in suicidal ideation. Therefore, our results indicate the necessity to develop a support program that improves the social support, and addresses avoidance coping style, depression and suicidal ideation, thereby helping to reduce negative thinking amongst the community of seniors aged over 65 years.

Influencing Factors to the Safety Practices of in-home Child-care Providers: Focusing on Safety Knowledge, Safety Awareness, and Safety efficacy (아이돌보미의 안전행동 실천에 영향을 미치는 요인: 안전지식, 안전인식, 안전효능감을 중심으로)

  • Moon, Ha-Ram;Eo, Yong-Sook
    • Journal of the Korea Academia-Industrial cooperation Society
    • /
    • v.21 no.12
    • /
    • pp.536-546
    • /
    • 2020
  • This study examined the correlation between safety practices and safety knowledge, safety awareness and safety efficacy, and the factors influencing the safety practices of in-home child-care providers. The participants were 199 in-home child-care providers who worked at two cities in G province. Using a structured-questionnaire, the data were collected from December 2019 to January 2020. The data were analyzed using the IMB/SPSS 25.0 program. The collected data were analyzed using descriptive statistics (frequency, percent, mean, and SD), a t-test, ANOVA, Scheff test, Pearson Correlation Coefficient, and multiple regression. The mean score for safety knowledge, safety awareness, safety efficacy, and safety practices were 0.64 (SD, 0.09), 1.92 (SD, 0.37), 4.18 (SD, 0.51), and 2.55 (SD, 0.36), respectively. Safety practices were positively correlated with the safety knowledge (r=.14, p=.042), safety efficacy (r=.43, p<.001), and sub-factors of safety efficacy, self-regulation (r=.32, p<.001), enlisting social support (r=.40, p<.001), and controlling the environment (r=.39, p<.001). Enlisting social support and controlling the environment, sub-factors of safety efficacy were influenced safety practices significantly and explained 20.0% of the variance. Based on these findings, it will be necessary to develop a program that can enhance their safety efficacy for safety practices of in-home child-care providers.

Impact of the Crossed-Structures Installed in Streams and Prediction of Fish Abundance in the Seomjin River System, Korea (하천에 설치된 횡구조물의 영향 및 섬진강 수계의 어류 풍부도 예측)

  • Moon, Woon Ki;Noh, Da Hye;Yoo, Jae Sang;Lim, O Young;Kim, Myoung Chul;Kim, Ji Hye;Lee, Jeong Min;Kim, Jai Ku
    • Ecology and Resilient Infrastructure
    • /
    • v.9 no.2
    • /
    • pp.100-106
    • /
    • 2022
  • The relationships between river length and weir density versus fish species observed were analyzed for 210 local rivers in the Seomjin River system (SJR). A nonlinear exponential relationship between river length and number of fish species were observed. Model coefficient was 0.03 and coefficient of determinant (R2) was 0.59, meaning that about 59.0% of total variance was explained by river length variable. Predicted value by model and observed number of species showed a difference. About 110 local rivers (about 52.4%) showed lower value than predictive value. The average index of weir's density (IWD) in the SJR was about 2.7/km, which was significantly higher than that of other river basins. As a result of nonparametric 2-Kimensional Kolmogorov-Smirnov (2-DKS) analysis based on the IWD, the threshold value affecting fish diversity was about 2.5/km (Dmax=0.048, p<0.05). Above the threshold value, it means that the number of fish species would be decreased. In fact, the ratio of the expected species to the observed species was lowered to less than 70%, when the IWD is higher than the threshold value. To maintain aquatic ecological connectivity in future, it is necessary to manage IWD below the threshold value.

Development of medication adherence scale for the elderly with chronic disease (만성질환 노인의 약물이행 측정도구 개발)

  • Kang, Sook;Kim, Jeong sun
    • 한국노년학
    • /
    • v.41 no.1
    • /
    • pp.149-168
    • /
    • 2021
  • This study was to develop the Medication Adherence Scale in Elderly (MAS-E) with chronic disease and verify its reliability and validity. The MAS-E was developed in 5 steps: Configuration of conceptual frame by content analysis, preliminary items, pilot study, reliability and validity test, and development of final MAS-E with chronic disease. The questionnaires were collected from 345 adults with one-to-one interviews. Verification of its reliability and validity was divided into two phases. Reliability was tested using Cronbach's alpha, split-halves reliability, and test-retest. For validity tests, item analysis, factor analysis, total score-factor score correlation analysis, and criterion related validity were used. The developed scale consisted of 18 items and 4 factors - remember of taking medication (2 items), expectations for drug effects (5 items), practice taking medication according to instructions (8 items), communicating with health professionals (3 items), and explained 69.7% of total variance. The scale had significantly positive correlation (r = .72, p <.001) with the Morisky Medication Adherence Scale (MMAS-8). Cronbach's alpha was .91, Guttman split half coefficient was .80, and test-retest reliability was .912. Finding suggest that the MAS-E is a suitable scale to assess the status of medication adherence in elderly with chronic disease.

Major environmental factors and traits of invasive alien plants determining their spatial distribution

  • Oh, Minwoo;Heo, Yoonjeong;Lee, Eun Ju;Lee, Hyohyemi
    • Journal of Ecology and Environment
    • /
    • v.45 no.4
    • /
    • pp.277-286
    • /
    • 2021
  • Background: As trade increases, the influx of various alien species and their spread to new regions are prevalent and no longer a special problem. Anthropogenic activities and climate changes have made the distribution of alien species out of their native range common. As a result, alien species can be easily found anywhere, and they have nothing but only a few differences in intensity. The prevalent distribution of alien species adversely affects the ecosystem, and a strategic management plan must be established to control them effectively. To this end, hot spots and cold spots were analyzed according to the degree of distribution of invasive alien plants, and major environmental factors related to hot spots were found. We analyzed the 10,287 distribution points of 126 species of alien plants collected through the national survey of alien species by the hierarchical model of species communities (HMSC) framework. Results: The explanatory and fourfold cross-validation predictive power of the model were 0.91 and 0.75 as AUC values, respectively. The hot spots of invasive plants were found in the Seoul metropolitan area, Daegu metropolitan city, Chungcheongbuk-do Province, southwest shore, and Jeju island. Generally, the hot spots were found where the higher maximum temperature of summer, precipitation of winter, and road density are observed, but temperature seasonality, annual temperature range, precipitation of the summer, and distance to river and sea were negatively related to the hot spots. According to the model, the functional traits accounted for 55% of the variance explained by the environmental factors. The species with higher specific leaf areas were more found where temperature seasonality was low. Taller species preferred the bigger annual temperature range. The heavier seed mass was only preferred when the max temperature of summer exceeded 29 ℃. Conclusions: In this study, hot spots were places where 2.1 times more alien plants were distributed on average than non-hot spots (33.5 vs 15.7 species). The hot spots of invasive plants were expected to appear in less stressful climate conditions, such as low fluctuation of temperature and precipitation. Also, the disturbance by anthropogenic factors or water flow had positive influences on the hot spots. These results were consistent with the previous reports about the ruderal or competitive strategies of invasive plants instead of the stress-tolerant strategy. The functional traits are closely related to the ecological strategies of plants by shaping the response of species to various environmental filters, and our result confirmed this. Therefore, in order to effectively control alien plants, it is judged that the occurrence of disturbed sites in which alien plants can grow in large quantities is minimized, and the river management of waterfronts is required.