• Title/Summary/Keyword: SPSS statistics(regression analysis)

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Relationship between Stream Geomophological Factors and the Vegetation Abundance - With a Special Reference to the Han River System - (하천의 지형학적 인자와 식생종수의 관계 -한강수계를 중심으로-)

  • 이광우;김태균;심우경
    • Journal of the Korean Institute of Landscape Architecture
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    • v.30 no.3
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    • pp.73-85
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    • 2002
  • The purpose of this study was to develop prediction models for plant species abundance by stream restoration. Generally the stream plant is affected by stream gemophology. So in this study, the relationship between the vegetation abundance and stream gemophology was developed by multiple regression analysis. The stream characteristics utilized in this study were longitudinal slope, transectional slope, micro-landforms through the longitudinal direction, riparian width and geometric mean diameter and biggest diameter of bed material, and cumulated coarse and fine sand weight portion. The Pyungchang River with mountainous watershed and the Kyungan stream and the Bokha stream in the agricultural region were selected and vegetation species abundance and stream characteristics were documented from the site at 2~3km intervals from the upper stream to the lower. The Models for predicting the vegetation abundance were developed by multiple regression analysis using SPSS statistics package. The linear relationship between the dependant(species abundance) and independant(stream characteristics) variables was tested by a graphical method. Longitudinal and transectional slope had a nonlinear relationship with species abundance. In the next step, the independance between the independant variables was tested and the correlation between independant and dependant variables was tested by the Pearson bivariate correlation test. The selected independant variables were transectional slope, riparian width, and cumulated fine sand weight portion. From the multiple regression analysis, the $R^2$for the Pyungchang river, Kyungan stream, Bokga stream were 0.651, 0.512 and 0.240 respectively. The natural stream configuration in the Pyungchang river had the best result and the lower $R^2$for Kyunan and Bokha stream were due to human impact which disturbed the natural ecosystem. The lowest $R^2$for the Bokha stream was due to the shifting sandy bed. If the stream bed is fugitive, the prediction model may not be valid. Using the multiple regression models, the vegetation abundance could be predicted with stream characteristics such as, transection slope, riaparian width, cumulated fine sand weigth portion, after stream restoration.

Middle-aged Women's Health-related Preparation for Elderly Life - On centering culture centers in Daegu-city (중년여성의 건강관련 노후준비 -대구광역시 문화센타를 중심으로-)

  • Bae, Yun-Jo;Kong, Soon-Hee
    • Journal of the Korea Academia-Industrial cooperation Society
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    • v.15 no.10
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    • pp.6250-6257
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    • 2014
  • This study examined the preparation for elderly life in terms of health for aging and the related factors in the community (part of Daegu). The data of 391 middle-aged women in this study were collected from 4 culture centers. The interviews were conducted from March 1 until March 25 in 2011 using a structured questionnaire. The data was analyzed by descriptive statistics and logistic regression analysis using the IBM SPSS Statistics 20 program. The variables in preparation for elderly life regarding their health were exercise, good nutrition, proper sleep, and health examination. From the data, the preparation for elderly life regarding middle-aged women's health for successful aging was identified. Therefore, health service programs and healthy environment should be varied based on the result of this study.

The Influence of Disability Acceptance for People of Disability on the Life Satisfaction : Focusing on the Mediating Effect of Self-efficacy (장애인의 장애수용이 생활 만족도에 미치는 영향 : 자기효능감의 매개효과 중심으로)

  • Kweon, Oh-Hyoung
    • Journal of Convergence for Information Technology
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    • v.9 no.6
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    • pp.97-103
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    • 2019
  • This study is to find ways to improve the life satisfaction of people of disability through disability acceptance and self-efficacy. 1,505 out of 4,400 of Penal Survey of Employment for the Disabled 2nd Wave were applied for the study. Regression analysis, descriptive statistics and correlation analysis by SPSS 23.0 were applied. The study show that the disability acceptance had a positive effect on self-efficacy and life satisfaction. Self-efficacy influenced positive effect to life satisfaction and played a mediating role between disability acceptance and life satisfaction. Base on the result, this study made suggestions for necessity to operate rehabilitation and Psychological cognition integral programs and to find and attend the various programs for people of disability.

Time allocation of a dual-earner working group with preschool children on working and nonworking days (미취학자녀를 둔 맞벌이 집단의 근무일과 비근무일 생활시간배분)

  • Kim, Oisook;Song, Hyerim;Cho, Heekeum;Kim, Joohee
    • Journal of Family Resource Management and Policy Review
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    • v.20 no.3
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    • pp.25-43
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    • 2016
  • This study focused on the time use of a dual-earner working group with preschool children on working and nonworking days using 2014 time-use survey data provided by Statistics Korea(KOSTAT). We collected the time-use data recorded in a 2,158 time diary. We divided the time use into 4 parts ; paid work, household labor work (including caring work), leisure and living essentials. For the statistical analysis, we used SPSS 18.0 packages, i.e., descriptive statistics, T-test, Anova with Duncan test and regression for the impact off the independent factors. The results verified gender differences in time use and recognized the usefulness of the time-allocation analysis for the diagnosis of Work and Life Balance(WLB). In the conclusion, we suggest increasing men's time allocation for household labor as a crucial solution to the WLB of dual-earner working groups. And the follow-up study should include the various factors that affect the time allocation of dual-earner groups, such as type of labor and job and children's ages.

The influence of new nurses' knowledge, nursing performance, and educational needs of chemotherapy medication on chemotherapy medication errors (신규간호사의 항암 투약 간호 지식, 수행도 및 교육 요구도가 항암 투약 오류에 미치는 영향)

  • Song, Eon Jeong; Lee, Gyu Young
    • The Journal of Korean Academic Society of Nursing Education
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    • v.29 no.2
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    • pp.115-123
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    • 2023
  • Purpose: This study aimed to identify the factors affecting the chemotherapy medication errors made by new nurses and to use the results as basic data for the development of a chemotherapy medication nursing education program for new nurses. Methods: This cross-sectional study was conducted with 189 new nurses working at a general hospital and a tertiary general hospital in Korea. The data collection period was from January 11 to February 7, 2021. The data collected during this study were analyzed using the IBM SPSS statistics version 25.0 program. Data analysis included descriptive statistics, independent t-test, ANOVA, and logistic regression analysis. Results: One factor influencing chemotherapy medication errors was new nurses' educational needs (odds ratio=.18, p=.005). As educational needs increased, the probability of making errors in medication was reduced by .18. Conclusion: It is necessary to develop a chemotherapy medication education program tailored to the educational needs of new nurses by considering the education period, method, and content, with a focus on the content with high demand from new nurses.

The mediating effect of the positive psychological capital between self-determination and grit in nursing students (간호대학생의 자기결정성과 그릿의 관계에 미치는 긍정심리자본의 매개효과)

  • Kim, Chul-Gyu;Jeong, Su-Jeong
    • The Journal of Korean Academic Society of Nursing Education
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    • v.29 no.4
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    • pp.362-370
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    • 2023
  • Purpose: This is a study to confirm the mediating effect of positive psychological capital in the relationship between the self-determination and grit of nursing students. Methods: The subjects of the study were 122 university nursing department students in their junior and senior years. The data were collected from December 1 to 23, 2022. The collected data were analyzed by descriptive statistics, an independent t-test, Mann-Whitney U-test, Pearson's correlation, and a hierarchical multiple regression analysis using IBM SPSS statistics version 26.0. Results: A statistically significant correlation was observed between self-determination, positive psychological capital and grit (p<.001). The positive psychological capital had full mediation effects on the relationship between self-determination and grit. In other words, the higher levels of positive psychological capital were associated with better levels of grit among nursing students. Conclusion: The study showed that positive psychological capital and self-determination have important effects on grit. To enhance the grit of nursing students, it is essential to implement educational programs aimed at improving self-determination and positive psychological capital.

The Effects of Self-efficacy for Exercise, Psychological Need Satisfaction in Exercise on the Wellness among Adults (성인의 운동 자기효능감, 심리적 욕구만족이 웰니스에 미치는 영향)

  • Han, Sang Mi;Ha, Yeongmi;Lee, Jung Suk
    • Journal of Digital Convergence
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    • v.17 no.6
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    • pp.279-286
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    • 2019
  • This study was aimed to verify the influencing factors on wellness by examining the relationships between self-efficacy for exercise, psychological need satisfaction in exercise, and wellness. The subjects of this study were self - report questionnaires collected from 88 male and female adults aged between 19 and 60 years during April 6 ~ June 8, 2017. The collected data were analyzed by SPSS/WIN 22.0 program using descriptive statistics, Pearson correlation coefficient analysis, and multiple regression analysis. As results of multiple regression analysis, the factors affecting on the wellness of adults were a relatedness of psychological need satisfaction in exercise(${\beta}=.316$, p=.012) and self-efficacy for exercise(${\beta}=.279$, p=.008). Based on the results of this study, it is necessary to implement and develop a tailored wellness program that improves the psychological need satisfaction in exercise and exercise self-efficacy for adults.

A Study on the Factors Influencing Depression among Elderly People with, and without, Dementia (치매노인, 치매의심노인 및 일반노인의 우울에 영향을 미치는 요인)

  • Lee Keum-Jae;Lee Shin-Young
    • Journal of Korean Academy of Fundamentals of Nursing
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    • v.11 no.2
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    • pp.166-176
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    • 2004
  • Purpose: The purpose of this study was to identify the factors that affect depression among elderly people with, and without, dementia. Method: The participants were 903 people who were 65 or older and resided in Sungnam City. Data were collected from April to July 2002 using a questionnaire. The collected data were analyzed using descriptive statistics and hierarchical multiple regression aided by SPSS/PC. Result: The variables at the final step of the regression equation accounted for 28.2% of variance in the dementia group, 21.4% in the group with suspicious dementia, and 18.9% in the normal group. The multiple regression analysis revealed that ADL and instrumental support were related significantly to depression in the dementia group. Self-rated health, IADL, social activity support, and instrumental support were significantly related to depression in the group with suspicious dementia. In the normal group, education, self-rated health, and living arrangement with family were significantly related to depression. Conclusion: Social support and health condition are important to decrease depression in elderly people with dementia.

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The Effects of Job Demand and Job Resources on Burnout and Work Engagement of Hospital Nurse Administrators (직무요구와 직무자원이 병원행정직 간호사의 소진과 조직몰입에 미치는 영향)

  • Cha, Woo Jung;Kim, Soukyoung
    • Korean Journal of Occupational Health Nursing
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    • v.29 no.4
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    • pp.262-272
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    • 2020
  • Purpose: This study aims to investigate the degree of job demand, job resources, burnout, and the organizational commitment of administrative nurses based on the job demands-resources model. Further, it seeks to confirm the influencing factors affecting nurses' burnout and organizational commitment. Methods: The participants were 188 administrative nurses working at hospitals (one tertiary hospital and six general hospitals) located in D City. The collected data were analyzed with IBM SPSS Statistics 23.0 using frequency, percentage, mean, standard deviation, t-tests, ANOVA, Pearson's correlation coefficient, and multiple regression analysis. Results: The influential factors of burnout were role conflict (β=.50), job demand (β=.18), job position (β=-.17, team leaders and above), and social support (β=-.15). The regression model had an explanatory power of 59%. The influential factors of organizational commitment were appropriate rewards (β=.59), job position (β=.15, team leader or above), working department (β=.14, referral center and health screening administration department), and social support (β=.18). The regression model had an explanatory power of 59.5%. Conclusion: The results support the job demands-resources model, and interventions should be developed to decrease job demand and provide sufficient job resources.

A Comparison of Consumer Characteristics between high and low Group in Recycling Behavior (재활용 행동 집단별 소비자특성과 영향요인에 관한 비교연구)

  • 유두련
    • Journal of the Korean Home Economics Association
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    • v.40 no.6
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    • pp.53-67
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    • 2002
  • The purpose of this study is to examine consumer characteristics according to the recycling behavior and analyze the affected variables on recycling behavior. For the empirical analysis, the data was collected 585 consumers from May 14 to June 8,2001. The statistical methods for this study were descriptive statistics, t-tests, cross tables, ANOVA and multiple regression analysis using SPSS PC program. The major findings of this study were as follows: 1. Convenience was important variables to explain the recycling behavior of household trash between two groups, but extrinsic incentives of rewards for undertaking the behavior was not significant. 2. Intrinsic motivation like as perceived consumer difficulties(PCD), perceived consumer effectiveness(PCE), recycling altitude, and ethic was significant variables to compare two groups. 3. Recycling knowledge was important to explain the recycling behavior, but no impact on recycling behavior. 4. Except age, all of socially demographic variables were significant to compare the recycling behavior of two groups. 5. Recycling attitude and convenience had influence on recycling behavior. Especially, ethic had influence on low level recycling behavior of consumer group.