• 제목/요약/키워드: Dummy Regression Analysis

검색결과 101건 처리시간 0.024초

어린이, 청소년 게임 이용자의 심리적 특성이 게임 과몰입에 미치는 영향에 대한 연구 (Exploring the Links between Psychological Traits and Game Immersion in a Children and Adolescent Sample)

  • 박조원;정헌일
    • 한국콘텐츠학회논문지
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    • 제13권11호
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    • pp.665-676
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    • 2013
  • 이 연구에서는 한국콘텐츠진흥원에서 실시한 "게임과몰입 종합 실태조사" 원자료의 2차 분석을 통해 심리 특성이 게임 과몰입에 미치는 영향을 파악하였다. 심리 특성은 정서안정, 자존감, 의지력, 행복감이라는 4개 유형으로 구분되며 연령, 성별, 경제수준, 여가활동 다양성, 친구/가족 관계, 게임이용시간과 함께 독립변인으로 하여 심리불안, 대인관계지장, 일상생활지장, 게임시간 및 욕구통제력 상실이라는 4개의 과몰입 유형에 미치는 영향을 분석하였다. 그 결과 심리 유형과 인구학적 변인, 게임 이용시간, 친구/가족 관계, 여가활동의 다양성 등이 게임 과몰입에 상당히 영향을 미치는 것으로 나타났다. 심리 유형 중 정서적 안정과 자존감 순으로 부(-)의 영향을 미친 것으로 분석되었는데 이는 정서적 안정과 자존감 제고가 게임 과몰입의 위험성을 줄이는데 중요한 요소가 됨을 의미한다. 이를 토대로 어린이, 청소년의 게임 과몰입 문제 해소를 위한 방안들이 논의되었으며 후속 연구 아이디어가 제시되었다.

시계열 회귀모형에 근거한 자동차 보험료 추정 (Estimating Automobile Insurance Premiums Based on Time Series Regression)

  • 김영화;박원서
    • 응용통계연구
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    • 제26권2호
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    • pp.237-252
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    • 2013
  • 보험료 및 보험료 구성요소에 대한 예측모형은 합리적인 보험료 결정에 필수적이다. 본 연구에서는 가변수 회귀모형, 독립변수 추가모형, 자기회귀 오차모형, 계절형 ARIMA 모형, 개입모형 등 적정한 자동차 대물 손해보험료 추정에 사용되는 다양한 모형을 소개하였다. 또한 실제 자동차 대물 보험료 자료를 이용하여 각 모형을 이용하여 보험료, 심도, 빈도 등을 추정하였으며, 모형의 추정결과는 추정치와 실제 자료값의 차이에 근거한 RMSE(Root Mean Squared Errors) 값을 통해 비교하였다. 실제 자료 분석 결과, 자기회귀 오차모형이 가장 좋은 성능을 보여주는 것을 알 수 있었다.

우리나라 상장기업(上場企業)의 자본구조(資本構造) 결정요인(決定要因)에 관한 연구(硏究) (Determinants of Capital Structure of Korea Listed Firms)

  • 신민식
    • 재무관리연구
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    • 제6권2호
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    • pp.33-69
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    • 1989
  • The Purpose of this study is to test empirically the determinants of capital structure of the Korea Listed Firms. In order to accomplish the purpose of this study, both literature survey and empirical test have been made. For the empirical test, agency and asymmetric information factors as well as traditional ones have been throughly reviewed. Traditional factors tested in this study include firm-size, collateral value of the assets, business risk, tax, non-debt tax shields, and industry effects. Agency and asymmetric information factors include growth opportunities, the percentage of outstanding equity held by inside stockholders, and the number of inside stockholders. From the results of the cross-sectional regression analysis, the adjusted R-square is 1931%, and the overall F-value indicates significance. For the analysis period, the signs of the variables except business risk are as predicted. Firm-size, collateral value of the assets, and business risk significant at the.01-.05 level. In order to determine the influence of industry factors on the financial leverage, a total of 8 dummy variables are added to the regression model. The adjusted R-square inclosed by 4.2% for the first analysis period(1983-1985) and 6% for the second analysis period(1986-1987). This suggests that industry factors are significant in explaining the variations in financial leverage across firms. In order to pursue the influence of agency and asymmetric information factors on the financial leverage, again the cross-sectional regression analysis is done for the middle size firms gruop(n=40). The adjusted R-square increased by 9.8% for the first analysis period(1983-1985) and 6.1% for the total analysis period(1983-1987), and all the signs was as predicted. But both the variables except the number of inside stockholders was not significant.

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The Impact of Audit Characteristics on Firm Performance: An Empirical Study from an Emerging Economy

  • Rahman, Md. Musfiqur;Meah, Mohammad Rajon;Chaudhory, Nasir Uddin
    • The Journal of Asian Finance, Economics and Business
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    • 제6권1호
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    • pp.59-69
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    • 2019
  • The auditor, an important instrument of corporate governance, ensures the transparency and accountability of the firm to the stakeholders. The objective of this paper is to explore the impact of audit characteristics on firm performance. In this study, external audit quality (BIG4), frequencies of audit committee meetings, and audit committee size are used as the proxies of audit characteristics and firm performance is measured through ROA, profit margin and EPS. A total of 503 firm years are considered as sample size from the listed manufacturing firms of Dhaka Stock Exchange (DSE) during the period of 2013 to 2017 to find out the impact of audit characteristics on firm performance. In this study, multivariate regression analysis is conducted using the pooled OLS method. Moreover, time dummy and lag model of multivariate analysis are also analyzed as robust check. The multivariate regression results find that external audit quality (BIG4) and audit committee size are significantly positively associated with firm performance. This study also finds that there is a significant negative relationship between audit committee meeting and firm performance. This study recommends that the regulatory authority and audit committee should review the frequencies of audit committee meeting to make it more effective to ensure better firm performance.

건설현장 내 위험작업구역 접근 시 위험도 예측 프로세스 (Risk Prediction Process for Access to Hazard Workplaces in Construction Sites)

  • 하민우;조유진;손석현;한승우
    • 한국건축시공학회:학술대회논문집
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    • 한국건축시공학회 2020년도 가을 학술논문 발표대회
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    • pp.69-70
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    • 2020
  • Accidents in the construction industry are very high compared to other industries, and the number is also increasing steeply every year. Relevant studies were limited for solving the problems. The purpose of this study is to develop a comprehensive risk prediction process for personnel deployed at construction sites on safety management. First of all, the variables were divided into fixed, real-time and working types variables, and the relevant comprehensive data were collected. Second, the probability of a disaster was derived based on the collected data, and weights for each variable were calculated using the dummy regression analysis method using statistical methodology. Lastly, the resulting weighting and disaster probability equation was constructed, and The Final Risk Calculation Formula was developed. The Final Risk Calculation Formula presented in this study is expected to have a significant impact on the establishment of effective safety management measures to prevent possible safety accidents at construction sites

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골든타임 확보를 위한 소방차 통행시간 예측모형 개발 (Development of Fire Engine Travel Time Estimation Model for Securing Golden Time)

  • 장기훈;조성범;조용성;손승녀
    • 한국ITS학회 논문지
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    • 제19권6호
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    • pp.1-13
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    • 2020
  • 화재 발생 시 골든타임 내 화재를 진압해야 인명 및 재산 피해를 최소화할 수 있다. 이를 위해 소방차의 신속한 현장 도착이 필요하다. 본 연구에서는 화재발생 자료와 교통 GIS DB 자료를 융합하여 화재발생 시 소방차 통행시간에 영향을 주는 도로 및 환경요인을 모색하고, 골든타임을 확보하기 위한 소방차 통행시간 예측 모형을 구축하고자 한다. 상관분석과 더미 변수를 이용한 회귀분석을 적용하여 소방차 통행시간 예측 통합 모형(모형1)과 화재발생지 토지이용행태별로 분석한 소방차 통행시간 예측 모형(모형 2, 3, 4)을 구축하였다. 분석 결과, 모형 1에서는 유의성이 있는 독립변수 17개를 도출하였으며, 토지이용행태에 따라 소방차 통행시간에 주는 영향이 차이가 있는 것으로 분석되었다. 4가지 모형에서 공통 핵심 변수(통행거리, 차로 수, 도로등급)를 도출하였다. 본 연구를 통해 긴급차량 통행시간 관련 연구에서 지표로써 변수를 활용할 수 있으며, 긴급차량 골든타임 확보에 기여할 것으로 사료된다.

청소년의 자아존중감에 미치는 영향 요인 (Influencing Factors on Self-Esteem in Adolescents)

  • 한상숙;김경미
    • 대한간호학회지
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    • 제36권1호
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    • pp.37-44
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    • 2006
  • Purpose: This research has been conducted in order to understand the major factors that affect self-esteem of adolescents. Methods: Data was collected by questionnaires from 1155 students at middle and high school in Seoul and Kyungkido, Korea. The Instrument tools utilized in this study were self-esteem, body-image, problematic behavior, depression, school adjustment, social support tool and thoroughly modified to verify validity and reliability. The collected data have been analyzed using SPSS 11.0 program. The variable of family harmony and counseling partner was treated as a dummy variable. Seven outliers which were bigger than 3 in absolute value were found, so after taking them off, Multiple Regression was used for further analysis. Result: The major factors that affect self-esteem of adolescents were depression, social support, body-image, problematic behavior, school adjustment, and family harmony, which explained $54.7\%$ of self-esteem. Conclusion: It has been confirmed that the regression equation model of this research may serve as a self-esteem prediction factors in adolescents.

경관의 선호도에 미치는 소리의 영향 (The Impact of Soundscape in Landscape Preference)

  • 서주환;성미성
    • 한국조경학회지
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    • 제29권3호
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    • pp.10-18
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    • 2001
  • The purpose of this study is to research the influence of soundscape in the preference of landscape. Specifically, Standards types of communications are applied to the landscape such as artificial waterscapes and natural valley. The spatial image was analyzed by the variables of Kaplan´s information processing model. The level of visual preferences was measured by a type of acoustic information in landscape and media of communication, and these data were analyzed by multiple regression. The results of this study can be summarized as follows; The value of landscape preference was not different from all fluent of coherence, complexity, legibility ,mystery and preference utilized the communication media, but it was different by the type of acoustic information in landscape. These results clearly show the influence of sound affecting decisions of landscape preference. The factors determining the level of landscape preference were found to be coherence, complexity, legibility, mystery and dummy variables of acoustic information in landscape and media od communication. These variables amy be the major factors which must be considered on planning and designing as the functional basis for the quantitative analysis.

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부산권 항공수요예측 연구 (A Study on the Future Air Traffic Demand in Busan Metropolitan Area)

  • 김병종;이민희
    • 한국항공운항학회지
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    • 제16권1호
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    • pp.46-57
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    • 2008
  • Since the 90's, Korean Air transport market has been more expanded because of economic growth, the construction of airport infrastructure, and the advent of low cost carrier. Especially, the air traffic demand in Busan metropolitan area has been increasing steadily. Therefore, in this paper, we developed a new forecasting model which could expect the future air traffic demand in Busan area. This model is developed by regression analysis using social-economic variables such as GRDP, income, and the number of people, and dummy variables, for instance, KTX opening, Japan economic depression, SARS and so on. Result from demand forecasting by this new model suggests that the new airport system is needed in order to sustain the increasing air traffic demand in Busan area.

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Influencing of compassion satisfaction and burnout on positive psychological capital of clinical dental hygienists

  • Min, Hee-Hong
    • 한국치위생학회지
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    • 제20권6호
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    • pp.787-795
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    • 2020
  • Objectives: This study seeks to identify the positive psychological capital, burnout, and compassion satisfaction levels of clinical dental hygienists to understand the factors affecting positive psychological capital and to establish measures to improve the positive psychological capital, and to utilize them. Methods: A self-reported questionnaire was filled out by 190 dental hygienists of the clinic from February 1 to April 30, 2020. Statistical analyses were conducted with the help of independent t-test, one-way ANOVA, Pearson correlation coefficients, and stepwise multiple regression analysis. Results: Dental hygienists scored 3.47 points in positive psychological capital. The variables that influenced positive psychological capital were burnout and compassion satisfaction. The variables influencing positive psychological capital were monthly income_dummy2 (200-249/≥250), burnout, and compassion satisfaction. Conclusions: The positive psychological capital of clinical dental hygienists was found to be related to burnout and compassion satisfaction; additionally, compassion satisfaction had the greatest influence. Therefore, it will reduce burnout, improve compassion satisfaction, positive psychological capital, and contribute to efficient human resource management.