• 제목/요약/키워드: SPSS statistics(regression analysis)

검색결과 1,238건 처리시간 0.033초

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

  • 이광우;김태균;심우경
    • 한국조경학회지
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    • 제30권3호
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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.

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

  • 배윤조;공순희
    • 한국산학기술학회논문지
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    • 제15권10호
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    • pp.6250-6257
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    • 2014
  • 본 연구의 목적은 중년여성의 건강관련 특성을 비교해 보고, 건강관련 노후준비에 영향을 미치는 요인을 규명하려는 것이다. 연구대상은 대구광역시 4개 지역의 문화센터를 이용하는 40세 이상부터 64세 미만 여성 중 391명을 대상으로, 2011년 3월 1일부터 3월 25일까지 설문조사하였다. 수집된 자료는 IBM SPSS Statistics 20을 이용하여, 기술통계와 로지스틱 회귀분석을 하였다. 연구결과, 노후건강을 대비해서 노력하고 있는 여성은 215명(55%)으로 건강관련 특성에서 전반적으로 분포의 차이가 있었다. 건강관련 노후준비에 미치는 변인들로 현재의 운동 여부(비차비: 4.990), 다양한 식품섭취(비차비: 3.563), 적정수면(비차비: 2.021) 등이었다. 중년여성을 위한 건강관리 교육프로그램과 환경조성이 연구결과처럼 다양하게 제공되어야 함을 시사한다.

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

  • 권오형
    • 융합정보논문지
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    • 제9권6호
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    • pp.97-103
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    • 2019
  • 본 연구의 목적은 장애수용 및 자기효능감을 통하여 장애인의 생활 만족도 증진 방안을 마련하는 것이다. 본 연구의 대상은 2017년 장애인 고용패널 2차 웨이브 2차 조사 대상자 4,400명중 1,505명이다. SPSS 23.0에 의한 회귀분석, 기술통계 및 상관분석이 사용되었다. 연구결과 장애수용은 자기효능감과 생활 만족도에 정(+)적 영향을 미쳤다. 자기효능감은 생활 만족도에 정(+)의 영향을 미쳤으며, 장애수용과 생활 만족도 사이에서 매개역할을 했다. 이러한 결과를 바탕으로 재활치료 및 심리인지 통합 프로그램의 운영과 장애인에게 다양한 프로그램의 발굴 및 참여가 필요하다는 제언을 하였다.

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

  • 김외숙;송혜림;조희금;김주희
    • 가족자원경영과 정책
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    • 제20권3호
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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.

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

  • 송언정;이규영
    • 한국간호교육학회지
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    • 제29권2호
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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.

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

  • 김철규;정수정
    • 한국간호교육학회지
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    • 제29권4호
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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.

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

  • 한상미;하영미;이정숙
    • 디지털융복합연구
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    • 제17권6호
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    • pp.279-286
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    • 2019
  • 본 연구의 목적은 성인의 운동 자기효능감, 심리적 욕구만족, 웰니스와의 관계를 탐색함으로써 이들 요인이 성인의 웰니스에 미치는 영향을 규명하기 위해서 수행되었다. 본 연구의 대상자는 만 19세~60세 미만 남녀 성인 88명을 대상으로 2017년 4월 6일~6월 8일 동안 자가보고형 설문조사 자료를 수집하였다. 수집된 자료는 SPSS/WIN 22.0 프로그램을 이용하여 기술통계, 피어슨 상관계수분석, 다중 회귀분석 등의 방법으로 분석하였다. 연구결과 성인의 웰니스에 영향을 미치는 요인은 심리적 욕구만족의 하위요인중 관계성(${\beta}=.316$, p=.012), 운동 자기효능감(${\beta}=.279$, p=.008)이었다. 본 연구결과를 바탕으로 성인의 심리적 욕구만족과 운동 자기효능감을 향상시키기 위한 맞춤형 웰니스프로그램 개발 및 적용이 필요하다.

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

  • 이금재;이신영
    • 기본간호학회지
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    • 제11권2호
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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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직무요구와 직무자원이 병원행정직 간호사의 소진과 조직몰입에 미치는 영향 (The Effects of Job Demand and Job Resources on Burnout and Work Engagement of Hospital Nurse Administrators)

  • 차우정;김숙영
    • 한국직업건강간호학회지
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    • 제29권4호
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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.

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

  • 유두련
    • 대한가정학회지
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    • 제40권6호
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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.