• 제목/요약/키워드: Multi-Variable Regression Analysis

검색결과 121건 처리시간 0.029초

심리적 주인의식과 고용안정이 이직의도 및 혁신행동에 미치는 영향에 대한 연구 -경북지역 중소제조기업 종업원을 중심으로- (Effects of Job Security and Psychological Ownership on Turnover Intention and Innovative Behavior of Manufacturing Employees)

  • 이욱기;전영환;김주완;정치영
    • 대한안전경영과학회지
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    • 제16권1호
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    • pp.53-68
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    • 2014
  • The purpose of this study is to verify the relationships among innovative behavior, turnover intention, and job security. An additional purpose was to examine partial mediating effects on psychological ownership. The baseline of analyzing those relationships in this study is that the role of psychological ownership will be a mediator between job security and turnover intention as well as innovative behavior in the organization. To accomplish these purposes, a model was built among job security as predictor variable, the psychological ownership as mediating variable and turnover intention, and innovative behavior as criteria variables based on the studies conducted in the various areas. The 248 questionnaires surveyed from the area of DaeGu and Kyungbuk were used in the statistical analyses. The detail statistical techniques are such as descriptive analysis, reliability analysis, factor analysis, correlation analysis, and multi regression analysis. The results of the study show that job security had positively significant effect on turnover intention and innovative behavior. In addition, only the psychological ownership of organization-level thinking have partial mediating effects between job security and innovative behavior also job security and turnover intention. The results may indicate that the psychological ownership of organization-level thinking be a key factor to alleviate the turnover intention of employees and to encourage the innovative behavior during their works for the small-medium size companies showing the unstable job security.

다중 로지스틱 모형에 의한 농경지 휴경잠재성 분석 - 경상남도 창녕군 이방면을 대상으로 - (An Analysis of the Fallow Potential in Agricultural Area by Multi-logistic Model - A Case Study of Ibang-myeon, Changnyeong-gun, Kyungsangnam-do -)

  • 박인환;장갑수;서동조
    • 환경영향평가
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    • 제15권1호
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    • pp.53-65
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    • 2006
  • Topographic condition is one of the most important things in farming activities. The topographic condition didn't matter for farming in the past because agricultural products had competitive power in the market. So farmers tried to extend their farms without any concern of topographic condition. We need less labor-consuming farming as industrial structure has been changed and the competitive power of the farming has been getting weak. This study analyzed the fallow potential in agricultural area by topographic condition so that we have got results as follows. Maps of elevation, slope, distance from roads and water resources were made for getting a fallow probability model in farms, and these 4 factors were used as independent variables while a variable on whether it is fallow or not is a dependent variable in logistic regression model. In an analysis of the fallow potential depending on farm land types, the fallow probability in fallow orchard showed the highest value of farm lands, 0.973. Cultivated orchard had 0.730 and upland had 0.616 of the fallow probability. The fields having high fallow potential had high elevation, steep slope, and long distance from water resources and roads. Especially, fields having a probability over 0.99 appeared in orchards, fallow uplands and single cropping uplands, which were recognized to have several disadvantages related to the fallow like as high elevation, steep slope, and long distance from water resources and roads. With the logistic analysis, the suitable farm lands appeared at 16.45m of the mean elevation, 1.89 degree of the mean slope, 39.91m of the average distance from water resources, and 32.39m of the average distance from roads. On the contrary, non-suitable land appeared at 114.7m of the mean elevation, 24.9 degree of the mean slope. The distance from roads was more important variable than the distance from water resources for analyzing suitable farm land.

결혼이주여성의 문화적응스트레스가 부부갈등에 미치는 영향 -사회적 지지의 조절효과 중심으로- (A Study of the Effect of Acculturative Stress on the Marital Conflicts of Immigrant Women Who Are Married to Korean Men -Focusing on the Mediating Effect of Social Support-)

  • 이영실;조명희;홍성희
    • 가족자원경영과 정책
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    • 제16권4호
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    • pp.171-194
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    • 2012
  • This study focuses on immigrant women who are married to Korean men and who live in a multicultural family situation in Gyeonggi-do. These women experience acculturative stress and marital conflict and this study aims to determine how social support seeks to mediate the effects of those stressors. The women in this study participated in activities and received services from one of Gyeonggi-do Province's civic organizations, religious organizations, or social service organizations, such as the Social Welfare Agency and the Multicultural Family Support Center. In order to verify the study's hypothesis, the researchers used the following statistical analytical methods : t-test, two-way ANOVA and multi-regression analysis. Analysis of the study's results showed that the highest degree of marital conflict was found in the sub-zones and variables that were personal. Those variable were : the difference in mindset and values (personal domain), economic problems (communal living area), a child's upbringing and education issues (third party area), and the participant's sex life (in the marital relationship). The hypothesis was tested using the research model validation and the results are summarized as follows. First, in order to analyze the relationship between the marriage migration females' acculturative stress and the impact of that stress on marriage conflict, the hierarchical regression analysis was used. It identified that a direct correlation existed between acculturative stress and marriage conflict; where a higher degree of acculturative stress was present, a higher degree of marriage conflict was found. Second, the study found a statistical significance in the correlation and relationship (${\beta}$=.208, p<0.05) between the acculturative stress of the marriage migration female and material support. In other words, the material support can be seen as having a moderating effect on the acculturative stress, which is the independent variable, and the marital conflict, which is the dependent variable.

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산학협력성과와 대학의 역량요인의 관계에 관한 연구 (A Study on Relationships between Performance of University-Industry Cooperations and Competency Factors of University)

  • 김철회;이상돈
    • 기술혁신학회지
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    • 제10권4호
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    • pp.629-653
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    • 2007
  • 1998년 이후 한국정부는 산학연계의 성과를 증진시키기 위한 다양한 사업을 펼치고 있다. 본 연구는 대학의 역량요인이 산학협력성과에 어떠한 영향을 미치는지를, 한국의 61개 대학의 산학 협력성과와 역량요인에 관한 자료를 수집하여 다중회귀분석모형을 통해 분석해 보았다. 모형에서 종속변수로는 기술이전료수입, 기술이전건수, 스핀오프기업수 등을 사용하였으며, 독립변수로는 연구역량요인으로 SCI급 논문건수, 국내특허등록건수, 국제특허등록거수를, 관리역량요인으로 기술이 전전담조직의 크기, 기술이전전담인력규모 둥을 사용하였다. 분석결과 기술이전료수입에 대해서는 SCI급 논문 수 및 국제특허등록건수가, 기술이전건수에 대해서는 SCI급 논문수 및 국내특허등록 건수가, 스핀오프기업수에 대해서는 전담조직규모 및 기술이전전문가수가 통계적으로 유의미한 것으로 나타났다. 이러한 연구결과는 향후 산학협력성과를 촉진하기 위한 정부정책이 대학의 연구역량과 관리역량을 동시에 증진하는 방향으로 이루어져야 한다는 시사점을 제시하고 있다.

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창조경영 실행체계 개발에 관한 탐색적 연구 (An Exploratory Study on the Development of a Practical Execution System for Creativity Management)

  • 김선민;오형술;성백서
    • 산업경영시스템학회지
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    • 제34권1호
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    • pp.14-24
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    • 2011
  • Though many researchers have interested in the effects of creativity management on the business performance, few have researched the relationship between management execution systems for creativity management and the performance. This paper tried to identify the relationship between management execution systems for creativity management and the performance by using 181 Korean companies' survey data. In this paper, a creative management execution system is modelled by the six criteria that are widely used in the Malcolmn Baldrige National Quality Award, and the performance is measured by a composite variable called by business capability. Through an analysis of survey data using factor analysis and regression analysis, this paper tried to answer two research questions: Firstly, does creative management execution systems have the characteristics of multi-dimensionality? Secondly, does creative management execution systems have an impact on the firm's performance? It was found that a creative management execution system largely consists of two parts, which are called 'system factor' and 'management support factor', and system factors have a more strong impact on the performance. The contribution of this paper is in suggesting that establishing a systematic creative management execution system is required in order to efficiently manage for creativity.

대학도서관의 전통적 기능에 대한 이용자 평가 (User Evaluation to the Factors Affecting the Traditional Functions of Academic Libraries)

  • 박일종;신상헌
    • 정보관리학회지
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    • 제23권1호
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    • pp.243-259
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    • 2006
  • 본 연구에서는 대학 도서관들이 이용자들에게 제공하는 여러 가지 기능들을 조사하고 그 가치를 측정하였다. 이용자들의 판단을 중시하는 연구의 수행을 위해 구체적인 대학 도서관의 이용요인이나 기능이 될 수 있는 상황이나 조건들은 이용자들이 직접 설정하고 그 중요도 평가를 설문조사방법으로 수집하였다. 수집된 자료의 분석은 크게 세 단계로 나누어 시행하였다. 첫째, 측정변수들의 관련성 및 독특성, 그리고 통계적 중요도에 따른 요인을 영역별로 나누기 위해 요인분석을 실시하였다. 둘째, 연구모형을 도출하기 위해 이분 로지스틱 회귀분석(binary logistic regression)을 실시하여 판별력 향상을 검정하였다. 세 번째 분석에서는 연구모형의 독립변수들에 대해 집단간 평균차이 분석을 실시하여 집단별 변수값 등 부가적인 설명을 하였다. 분석결과, 이용자들이 대학 도서관을 활용하는 목적 뿐만 아니라 이용자들에게 끼치는 지식이나 정보 그리고 도서관 시설들을 설명하는 데에는 도서요인, 경쟁 및 효율요인, 그리고 지불(무료)요인 등이 있음이 밝혀졌다. 또한 본 연구에서는 전자도서관 기능과 지불요인과의 상관성도 통계적으로 유의하게 나타났다.

급성 허혈성 뇌졸중 환자의 퇴원시 기능 상태와 관련된 다차원적 요인 분석 - 강원도 소재 일개 병원의 환자를 대상으로 (Multi-dimensional Factors related to the Functional state of Acute Ischemic Stroke Patients - For Patients Visiting a Hospital in Gangwon-do)

  • 송현주;박주현;동재용;이광수
    • 보건의료산업학회지
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    • 제12권2호
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    • pp.125-134
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    • 2018
  • Objectives : The purpose of this study was to analyze factors related to the functional state of stroke patients after discharge from hospital. Methods : The data was provided from a hospital in Wonju, Gangwon-do. The subjects of the analysis were those who were admitted to the emergency room due to stroke from July to December 2016. The dependent variable was the patient's functional status as measured by the modified Rankin Scale(mRS). Independent variables were demographic factors (age, sex, and marriage status), transportation and distance factors (transportation, travel distance), inpatient factors (lengths of stay, Charlson Comorbidity Index (CCI), Tissue plasminogen activator, National Institute of Health Stroke Scale (NIHSS). Hierarchial regression analysis was applied for the analysis. Results : In the hierarchical regression analysis, Model 3, including socio-demographic factors, transportation, distance factors, and inpatient factors, was the best fitted model. It showed that functional status of stroke patients was positively associated with age, length of stay, CCI, NIHSS, and negatively associated with unmarried status. Conclusions : Results indicated that management of stroke requires care from the pre-disease stage, and a customized education program policy is needed for high-risk stroke patients who are older and have comorbid illness.

노인의 자살생각에 영향을 미치는 생태체계요인 -중증만성질환자 돌봄 노인을 중심으로- (Effect of Thought s of Suicide of Elderly that Care for a Chronic Invalid)

  • 최신애;하규수
    • 한국콘텐츠학회논문지
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    • 제12권6호
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    • pp.265-279
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    • 2012
  • 본 연구에서는 노인의 자살 생각에 영향을 미치는 생태체계요인에 관해서 알아보고 특히 중증 만성 질환자를 돌보는 노인의 자살생각에 영향을 미치는 생태체계요인에 대해서 분석하였다. 생태체계요인은 개인적 체계, 가족적 체계, 사회적 체계를 선정하여 인구사회학적특성과 함께 투입하여 자살생각에 미치는 영향을 살펴보았다. 연구대상은 경기도에 거주하고 있는 55세 이상의 중증 만성질환자를 돌보는 노인 274명을 대상으로 하였다. 자료 분석은 SPSS 18.0 프로그램을 이용하여 빈도분석, 요인분석, 신뢰도분석, t-test 및 분산분석, seheffe test와 위계적회기 분석을 하였고 연구결과는 다음과 같다. 첫째, 개인적 체계가 자살생각에 미치는 영향을 측정하기 위해서 개인적 특성 및 부양부담감 을 독립변수로 선정하여 자살생각에 미치는 영향을 분석한 결과 두 변수 모두 유의하였으며, 둘째, 가족적 체계는 가족적 특성과 가족적 지지로서 간병기간이 길수록, 가족의 지지가 적을수록 자살생각에 미치는 영향이 컸다. 셋째, 사회적 체계 면에서는 사회적 지지와 사회활동참여도를 독립변수로 적용한 결과 사회적 지지의 모든 요인이 자살생각에 부(-)적 영향을 주었으나 사회활동 참여도의 영향력은 없는 것으로 분석되었다.

의류상품평가에 대한 외재적 단서의 영향 (The Effect of Extrinsinc Cues on the Clothing Products Evaluation)

  • 이선재
    • 복식
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    • 제43권
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    • pp.125-142
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    • 1999
  • This research was aimed to present a model of clothing products evaluation nd to classify the effect of extrinsic cues on clothing products evaluation. In order to accomplish following subjects were established. First it is to find the effect of extrinsic cues -price brand store - on perceived quality perceived risk perceived value and purchase intention of clothing products. Second it is to formulate a model of clothing products evaluation and find the relation among the variables such as extrinsic cues perceived quality perceived risk perceived value and purchase intention. This research was mainly divided into theoretical and empirical part. In the theoretical part previous theories and studies on clothing products cues clothing products evaluation perceived quality perceived risk and perceived value were examined to establish a research model and to present a theoretical frame for clothing products evaluation. In the empirical research a questionnaire was developed and statistical data were collected from during July 1997. The subjects were 862 women in the age of 20-35 living in Seoul and kyungki region. SAS and LISREL were used to analyze the collected data. frequency percentage factor analysis ANOVA duncan test correlation analysis regression analysis and LISREL were applied. The results of this research are as follows: First perceived quality consists of performance quality external quality and utility quality in a form of multi dimensional structural. Perceived risk is structured by social/resultant risk financial/fashionable risk and performance/management risk. Second this research proved that extrinsic cues are influenced by each individual variable and extrinsic cues interact with each other through the variable. The perceived quality is influenced most by price Among the perceived risk social/resultant risk by brand financial/fashionable risk by price and performance/management risk by store. respectively. Perceived value is inflenced by price and brand. Third in evaluating process consumer use extrinsic cues to first formulate perceived quality and perceived risk of clothing products and then formulate perceived value ot decide on purchase intention.

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청해부대 파병(다국적 해군의 대(對)해적 작전)이 소말리아 인근 해적사건 발생에 미치는 영향에 관한 정량적연구 (A Quantitative Study on How the Cheonghae Anti-piracy Unit influences the Occurrence of Maritime Piracy near Somalia)

  • 한종환
    • Strategy21
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    • 통권46호
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    • pp.123-157
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    • 2020
  • 이번 연구는 국제해사국의 연례 보고서를 바탕으로 2009~2014년 동안 아프리카 인근 해역에서 발생한 771건의 해적사건을 음이항 회귀분석(Negative binomial regression)을 이용하여 분석했다. 이번 연구를 통해 소말리아 인근에서 작전하는 다국적 해군함정의 숫자가 증가할수록 소말리아 인근에서 발생하는 해적사건이 감소하는 사실을 정량적으로 확인했다. 이를 통해 청해부대를 비롯하여 소말리아 인근에서 실시되고 있는 다국적 해군의 대(對)해적 작전이 실제로 해적사건 감소에 효과가 있음을 증명했다.