• 제목/요약/키워드: hierarchical regression analysis

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소방공무원의 직무만족요소에 의한 공간만족평가 영향에 관한 연구 - 인천지방 소방공무원을 중심으로 - (Influence Factors on Job Satisfaction Factor and Spatial Environments Evaluation of Fire-Fighting Officer - Focused on Fire Officials in Incheon Metropolitan City -)

  • 한명흠
    • 한국실내디자인학회논문집
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    • 제25권6호
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    • pp.61-69
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    • 2016
  • A study on how fire officer's job satisfaction factors influence space satisfaction rates. This article will conduct regression analysis for the study on these three problems. 'What are the factors of fire officer's job satisfaction?', 'Does space satisfaction rates influence job satisfaction rates?', 'Which job satisfaction factor influence space satisfaction rate?' Therefore, variables were set based on the prior study, and before regression analysis was conducted, variables were purified through analysis on primary factor and reliability analysis, and hypothesis test was done via variable calculation. According to the prior study, factors that influence job satisfaction rates are as following; self-regulation of tasks, ethics and responsibility level, relationship with colleagues, job identity. And regression analysis showed that space satisfaction rates do not influence job satisfaction rates. The writer thinks that it's showing that Korean fire officers tend to prioritize colleague relationship and job identity over space improvements. And the factor that influence job satisfaction rates turned out to be the self-regulation of tasks, and the writer estimates that it's reflecting the hierarchical organization culture of current Korean fire officers. Therefore, future Korean fire station design plans need to consider a space plan that provides fire officer's private self-regulation of tasks.

요양보호사의 직무만족이 조직몰입에 미치는 영향 (Effect of Care Workers on Job Satisfaction on Organization Commitment)

  • 임동호;황지숙
    • 한국콘텐츠학회논문지
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    • 제14권10호
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    • pp.151-159
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    • 2014
  • 본 연구는 요양보호사의 직무만족이 조직몰입에 미치는 영향을 실증적으로 분석하고자 하였다. 연구대상은 전라남도 동부지역의 노인장기요양기관에서 근무하는 요양보호사 230명을 대상으로 우편조사를 실시하였으며, 결측값을 제외한 141부를 분석자료 활용하였다. 조사자료는 SPSS 18.0을 이용하여 빈도분석, 신뢰도분석, t/F-test, 위계적 회귀분석을 실시하였다. 분석결과는 첫째, 요양보호사의 개인적 특성과 직무특성에 따른 조직몰입 차이는 개인적 특성 중 연령과 직무특성 중 기관유형, 근무형태에 따라 조직몰입이 차이가 있는 것으로 나타났다. 둘째, 요양보호사의 개인적 특성과 직무환경 변인을 통제한 상태에서 요양보호사의 직무만족이 조직몰입에 미치는 영향력을 분석한 위계적 회귀분석 결과, 직무만족이 조직몰입에 가장 큰 영향이 있는 것으로 나타났다. 이는 요양보호사들의 조직몰입 수준을 결정짓는 것은 자신의 직무에 대한 만족에 따라 달라짐을 의미한다.

초등학생의 신체화 증상에 관한 영향요인 (Factors Influencing the Somatization of Elementary School Students)

  • 최연희;정창숙;유준옥;형나겸
    • 한국보건간호학회지
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    • 제31권3호
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    • pp.505-517
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    • 2017
  • Purpose: This study was conducted to investigate factors affecting the somatizationof 4th grade elementary school students in South Korea. Methods: The research used cross-sectional data of 2,031 first grade elementary school students that participated in 4th-year Korean Children and Youth Panel Survey (KCYPS). Data analysis, which included descriptive statistics, t-tests, one-way ANOVA, Pearson's correlation, and hierarchical regression,was performed using SPSS/WIN 23.0. Results: Aggression (r=0.60, p<.001) and depression (r=0.69, p<.001) showed significant positive correlation, while affection (r=-0.22, p<.001), reasonable explanation (r=-0.28, p<.001), peer relationship (r=-0.06, p=.001), and teacher relationship (r=-0.20, p<.001) were negatively correlated with somatization of elementary school students. Hierarchical regression analysis revealed that depression (${\beta}=0.52$, t=25.52, p<.001), aggression (${\beta}=0.27$, t=13.30, p<.001), reasonable explanation (${\beta}=0.05$, t=2.99, p=.002), and affection (${\beta}=0.04$, t=2.13, p=.031) were significant predictors of somatization. This regression model has an explanatory power of 52.8%. Conclusion: To reduce somatization, it is necessary to develop a therapeutic intervention to change student emotions into a positive coping mechanism and strategy. The results of this study will contribute to the development of programs and practices for healthy school life.

구매기업과의 장기적 거래관계 형성을 위한 공급업체의 전략 수립에 관한 탐색적 연구 (An Exploratory Study on the Suppliers' Strategy for Developing Long-term Relationship with Buyers)

  • 이윤숙;신호정
    • 한국경영과학회지
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    • 제33권4호
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    • pp.13-30
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    • 2008
  • We explore the determinants of long-term relationship between the buyer and the supplier to help suppliers develope a strategy to build long-term relationship with their buyers. Based upon an extensive literature review, we propose three droops of independent variables which may affect long-term relationship, including (a) environmental factors (product complexity, product importance, source dependence, price sensitivity), (b) relational factors(trust, commitment, satisfaction, intention of expansion), (c) operational performance(quality, delivery, cost capability, technical knowhow). The buyer's actual period of relationship with its main supplier is used as a dependent variable. Using hierarchical multiple regression analysis, we empirically test hypotheses, analysing a sample of 290 manufacturing firms in the U.S. The statistical results indicate that the buyer's source dependence, price sensitivity and the supplier's commitment play a significant role in establishing long-term relationship between the buyer and the supplier. However, the supplier's cost capability and technical knowhow in operational performance negatively affect long-term relationship in contrast with our hypotheses. Due to this controversial result, we divide the sample group Into dual sourcing and multiple sourcing environments and reconduct regression analysis in a post hoc manner. The findings show that the supplier's cost capability and technical knowhow are negatively associated with the length of relationship only in the multiple sourcing environment. The results may confirm that both parties' opportunistic behavior is more salient in the multiple sourcing environment than in the single sourcing environment.

뇌혈관질환자의 미 충족 의료에 미치는 영향요인 연구 (Study of the Factors affecting Unmet Medical Needs in Patients with Cerebrovascular Diseases)

  • 이정욱
    • 디지털융복합연구
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    • 제16권9호
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    • pp.279-291
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    • 2018
  • 본 연구는 뇌혈관질환자의 미 충족 의료 발생의 위험요인을 실증하기 위한 연구이다. 이를 위해 2014년 한국의료패널 데이터를 활용해 SPSS/WIN24.0 프로그램으로 위계적 로지스틱 회귀분석을 적용하여 통계 분석을 실시하였다. Anderson 모형에 따라 소인 요인과 가능 요인을 보정해 필요 요인을 투입한 위계적 로지스틱 회귀분석의 최종 모델에서 미 충족 의료 발생에 영향을 미치는 설명변수로서 성별, 경제활동 여부, 소득, 와병 경험, 활동제한 여부, 주관적 건강상태, 만성질환 개수가 유의한 영향변수로 검증되었다. 이러한 연구 결과를 토대로 뇌혈관질환의 효과적인 관리와 치료에 필요한 실무적 정책적 시사점으로서 뇌혈관질환자의 미 충족 의료 발생률을 감소시키기 위한 전략적 방안을 뇌혈관질환 관리 대책에 포함시켜야 할 필요성, 뇌혈관질환자의 의료적 필요 충족을 위해 다양한 차원의 변수들을 고려한 포괄적 대책 마련의 필요성, 미 충족 의료 발생의 유의한 영향변수들을 중심으로 의료서비스에 대한 접근성을 높일 수 있는 구체화된 서비스 매뉴얼 제작의 필요성에 대해 제언하였다.

퀵서비스 종사자의 사고 경험에 영향을 미치는 안전의식의 복합적 특성 분석 (The Complex Characterization Analysis of the Risk Awareness Affecting an Accident Experience of Quick Service Workers)

  • 이경용;안상현;김기식
    • 대한안전경영과학회지
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    • 제15권4호
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    • pp.145-152
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    • 2013
  • The purpose of this study was to investigate the effect of risk awareness on injury experience in quick delivery service workers. Risk awareness has complicate characteristics such as its level of worker and worker's decision about the level of other's risk perception. Data were collected by interview survey with structured questionnaire about injury experience, risk perception, work characteristics, and socio-demographic characteristics of quick delivery service workers by cross sectional survey design in 2012. The sample size was 120 respondent of quick delivery service workers. Statistical method for this study was hierarchical logistic regression method with 3 different models using socio-demographic characteristics and work characteristics and risk perception, etc. The difference between the level of risk perception of quick delivery service and other's was statistically significant effect on the experience of injury. Especially the higher the level of risk perception of quick delivery service workers is than other's, the lower the injury experience of quick delivery service worker is. The limitation of this study can be found in survey design. The future study for investigation of mechanism of the combined effect of risk perception of quick delivery service workers and others on injury experience.

유아의 언어능력 및 정서조절능력과 어머니의 양육행동이 유아의 또래유능성과 또래공격행동에 미치는 영향 (The Effects of Preschool Children's Language Ability, Emotion Regulation, and Mothers' Parenting Behavior on Peer Competence and Aggressive Behavior)

  • 최인숙
    • 가정과삶의질연구
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    • 제32권6호
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    • pp.47-58
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    • 2014
  • The purpose of this study was to examine the effects of mothers' parenting behavior, preschool children's language ability and emotion regulation on peer competence and aggressive behavior. The subjects were 100 preschool children (49 girls and 51 boys; mean age, 70.30 months), their mothers and teachers, recruited from five daycare centers located in Gyeonggi-do area. Each child's language ability was assessed individually with the standardized measure, the Preschool Receptive-Expressive Language Scale and their teachers reported on the children's peer competence and aggressive behavior. Their mothers also reported on parenting behavior and their child's emotion regulation by questionnaire. The collected data was analyzed by correlation analysis and hierarchical regression. The main results of this study were as follows. First, preschool children's peer competence was positively related to maternal warmth and children's language ability. Their aggressive behavior was positively related to harsh maternal parenting but negatively related to emotion regulation. Second, hierarchical regression analyses revealed that children's language ability and maternal warmth predicted peer competence. Third, children's gender, emotion regulation, and harsh maternal parenting predicted aggressive behavior. These findings could provide basic information for programs and services to promote peer competence in preschool children.

병원간호사의 내부마케팅 인식, 임파워먼트, 직무만족이 고객지향성에 미치는 영향 (Influence of Internal Marketing Perception, Empowerment, and Job satisfaction on Customer Orientation of Clinical Nurses)

  • 이은아;이여진
    • 한국직업건강간호학회지
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    • 제21권3호
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    • pp.299-307
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    • 2012
  • Purpose: This descriptive study attempted to identify the influence of internal marketing perception, empowerment, and job satisfaction on customer orientation of clinical nurses. Methods: The subjects were 411 nurses with over one year working experience in a university hospital, located in I-city. The data were collected from April 20 to 30, 2012. using a self-report questionnaire. The data were analyzed using hierarchical multiple regression with the SPSS/WIN 17.0 program. Results: There were significant differences in customer orientation depending on general characteristics(age, marital status, education, position, clinical experience, and department). Internal marketing perception, empowerment, and job satisfaction correlated with customer orientation. As the results of hierarchical multiple regression analysis for impact factors on nurses' customer orientation show, factors are the outpatient department in working places(${\beta}$=.10), education and training in internal marketing perception(${\beta}$=.12) and empowerment(${\beta}$=.44), which accounted for 31.1% of customer orientation. Conclusion: Therefore, nurse managers should identify the needs to perceive nurses as internal customers, and the internal marketing strategy should be performed to empower nurses. Also, it is needed to place nurses with high customer orientation at the outpatient department.

대학생의 결혼, 성역할, 자녀 가치관에 관한 연구 (University Students' Values on Marriage, Gender Role, and Children)

  • 김미예;송영숙
    • 한국간호교육학회지
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    • 제18권2호
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    • pp.303-311
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    • 2012
  • Purpose: This study was to examine the values of marriage, gender-role and having children, and to explore the factors impacting the values of having children by university students. Methods: A cross-sectional design and structured questionnaires were adopted for data collection of university students in September through November, 2011. Structured questionnaires were based on participants' socio-demographics and scales on values of marriage, gender role and children developed by Young-Mi Park. Descriptive statistics, t-test, one-way ANOVA, Pearson correlation coefficient and hierarchical multiple regression were applied to data analysis. Results: A total of 366 university students participated in this study. Females and nursing students had negative values toward having children and marriage and positive thoughts about the value of gender role. The value of having children was positively associated with marriage (r=.61, p<.001) and negatively with gender role (r=-.11, p<.032). Relationship between gender role and marriage was negative (r=-.28, p<.001). Hierarchical multiple regression found that the value of children was significantly predicted by the value of marriage.

가족식사가 자녀의 학교적응에 미치는 영향 - 학부모 인식을 중심으로- (Influence of Family Mealtime on the Childrens' School Adaptation - Using the Data Collected by Parents -)

  • 이현아
    • 가족자원경영과 정책
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    • 제18권3호
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    • pp.103-116
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    • 2014
  • The purpose of this study is to examine the influence of family mealtime on the childrens' school adaptation. This study uses data from the 2012 Survey on Child Education and School Involvement of Parents by the Center for Family-School Partnership Policy Research at Seoul National University. Survey data was collected from 1500 parents with school-aged children. For the data analysis, Chi sqaure test and hierarchical linear regression analyses were conducted. The results of these analyses showed that the numbers of family meals shared averaged 4.26 times per week for breakfast and 4.33 times per week for dinner. There were significant differences in the number of family meals shared together according to school level, residence area, and parent employment status, and household income. In addition, childrens' school adaptation was significantly different depending on school level, parent gender, parent education, and parent employment status. Finally, according to the hierarchical regression analyses, the number of family meals shared significantly predicted childrens' school adaptation. The greater number of family meals shared, the stronger the childrens' school adaptation. These results indicate that family mealtime has a positive effect on childrens' school adaptation. This study suggests that family mealtime is an indicator of family strength and it needs to guarantee family shared time at least to have a dinner together. This study could provide grounds for making family policy and education policy in order to guarantee family shared time.