• Title/Summary/Keyword: Stepwise Regression Analysis

Search Result 1,501, Processing Time 0.03 seconds

Analysis of the Financial Performance of Chicken Franchises during the COVID-19 - Focusing on Financial Statement Analysis (치킨 프랜차이즈의 COVID-19 상황 속 경영성과 분석 - 재무제표 분석을 중심으로)

  • Jae Ryang JEONG;Jong Woo CHOI
    • The Korean Journal of Franchise Management
    • /
    • v.15 no.1
    • /
    • pp.61-78
    • /
    • 2024
  • Purpose: Dining out at restaurants was limited during the COVID-19 period. In order to confirm the impact of COVID-19 on the chicken market, this study selected three chicken companies, Kyochon, BBQ, and BHC, and conducted financial statement analysis and regression analysis. Research design and methodology: Each company's financial statements were divided into before and after COVID-19, and the rate of change and financial ratio for each item were calculated to see if there were any significant changes, and the impact of COVID-19 on each company's sales was identified through regression analysis. Result: As a result of the study, the increase in sales and assets of each company continued, and the influence of COVID-19 could be confirmed through regression analysis. It can be inferred that COVID-19 indeed affected the expansion of the chicken market. Conclusion: Therefore, it was confirmed through this study that COVID-19 had a significant effect on the growth of the chicken market. While individual chicken small business owners are grappling with declining sales per outlet, the decline of commercial areas, and a surge in closures, the broader chicken franchise industry is witnessing a surge in demand and business expansion prompted by the pandemic.

The Prediction of Ship's Powering Performance Using Statistical Analysis and Theoretical Formulation (통계해석과 이론식을 이용한 저항추진성능 추정)

  • Eun-Chan,Kim;Sung-Wan,Hong;Seung-Il,Yang
    • Bulletin of the Society of Naval Architects of Korea
    • /
    • v.26 no.4
    • /
    • pp.14-26
    • /
    • 1989
  • This paper describes the method of statistical analysis and its programs for predicting the ship's powering performance. The equation for the wavemaking resistance coefficient is derived as the sectional area coefficients by using the wavemaking resistance theory and its regression coefficients are determined from the regression analysis of the model test results. The equations for the form factor, wake franction and thrust deduction fraction are derived by purely regression analysis of the principal dimensions, sectional area coefficients and model test results. The statistical analyses are performed using the various descriptive statistic and stepwise regression analysis techniques. The powering performance prognosis program is developed to cover the prediction of resistance coefficients, propulsive coefficients, propeller open-water efficiency and various scale effect corrections.

  • PDF

CROSS SECTIONAL ANALYSIS OF RESIDENTIAL WATER CONSUMPTION IN THE CITY OF RIYADH

  • Taher, Saud;Alsaati, Adnan
    • Water Engineering Research
    • /
    • v.3 no.4
    • /
    • pp.269-278
    • /
    • 2002
  • A cross sectional analysis for residential water demand was conducted to help understand and explain the spatial and temporal variations in per capita water use in the rapidly growing city of Riyadh, Saudi Arabia. The analysis was based on data previously collected from May 1983 to June 1984. 195 randomly selected households were distributed to three groups according to house condition, household income level, and social and cultural factors. The generated models using stepwise multiple regression indicated that plot size and number of males, females and children are the most significant independent variables. Although, coefficients of determination achieved for most of the developed models were low (0.2-0.5), the independent variables could still explain a part of the variations fur such a complex social and cultural structure.

  • PDF

A Study on Patterning and Grading by the Impact of Traffic Culture Index (교통문화지수 영향요인에 의한 유형화와 영향정도에 관한 연구)

  • Jeong Cheal-Woo;Jung Hun-Young;Ko Sang-Sean
    • Journal of Navigation and Port Research
    • /
    • v.30 no.1 s.107
    • /
    • pp.35-43
    • /
    • 2006
  • This study suggests strategies to prevent traffic accidents by utilizing impact factors per each cluster and the typical patterns of 81 cities based on the statistical analysis of the data concerning the TCI which was developed from the partnership of the Traffic Safety Authority and the Green Traffic Movement Corporation in 2002 and 2003. The Principal Component Analysis and Cluster Analysis on impact factors and TCI result in 4 components and 4 clusters. Also as the results of Stepwise Multiple Regression Analysis examining the relationship between impact factors and TCI, R2 values of these models show high to all clusters. According to the results, we suggest strategies to prevent traffic accidents per cluster concretely and it is necessary to analyze how effective the invested facilities are in reducing traffic accidents in the future.

Predicting Fashion Innovativeness by Perceived Attributes of Innovation (패션 예측과 지각된 혁신의 특성)

  • 정혜영
    • The Research Journal of the Costume Culture
    • /
    • v.1 no.2
    • /
    • pp.113-130
    • /
    • 1993
  • The purpose of this study was to investigate the role of perceived attributes of innovation in predicting the fashion innovativeness of female college students and to compare results with the predictive efficacy of selected psychographic variables. The data were analyzed by factor analysis and stepwise multiple regression. Frequency, percentage and man values were used to evaluate the descriptive data. The major findings derived from analysis are as follows: 1. Of the psychographic variables used to predict fashion innovativeness fashion interest was the most predictive of fashion innovativeness followed by venturesomeness. 2. So only perceived attributes variables found to be predictive of fashion innovativeness was perceived risk.

  • PDF

The Effects of Personal Materialism and Price-perception on Store Patronage of Apparel Shopping

  • Nam, Mi-Woo
    • International Journal of Human Ecology
    • /
    • v.10 no.1
    • /
    • pp.75-86
    • /
    • 2009
  • The direct impacts of individual materialism on price perceptions and price perceptions on patronage behavior have been limited in previous research. This study examined the impact of materialism on consumer perceptions of clothing price and the influence that price perceptions have on store patronage by consumers. Using factor analysis and stepwise regression analysis, results indicated that materialistic values revealed four factors (pursuit of happiness, acquisition centrality, success, and practical-consuming). Materialistic four values influence consumer attitudes toward the positive and negative roles of price. In turn, patronage is predicted by positive and negative price-perception. Implications and future research directions are also discussed.

Affecting Factors on Performance of Preceptors and Preceptees (프리셉터와 프리셉티의 간호 업무성과 영향요인)

  • Yang, Nan-Young;Yoo, In-Ja;Han, Sung-Suk
    • The Journal of Korean Academic Society of Nursing Education
    • /
    • v.11 no.2
    • /
    • pp.135-141
    • /
    • 2005
  • Purpose: This study was to investigate the factors influencing performance of preceptors and preceptees. Method: The selectees were composed of 27 preceptors and 27 preceptees. The preceptors were given twenty six hours of education and training concerned with theory and practice and then the preceptors mentioned above gave the preceptees vis-a-vis education and training for four weeks. The data were collected through a questionnaire survey of general characteristics, performance, autonomy, empowerment, organizational commitment. The data were analyzed using t-test, ANOVA, Pearson's correlation coefficient, and the Stepwise multiple Regression. Results: The differences of performance, autonomy, organizational commitment and empowerment were found to have a significance between preceptors and preceptees in preceptorship. The performance was significantly correlated between autonomy, organizational commitment and empowerment of the preceptors and preceptees. Stepwise multiple Regression analysis for performance revealed that the most powerful predictor was empowerment. These variables accounted for 37.7%(preceptors) and 54.6%(preceptees) of variance of the performance. Conclusion: The findings above indicated that the preceptorship was significant as nursing management intervention to increase nurses' performance. Therefore it may be necessary further to develop and apply, such as performance, autonomy, empowerment, organizational commitment in preceptorship.

  • PDF

Factors Influencing Quality of Life of People with Noncongenital Spinal Cord Injury (중도척수장애인의 삶의 질에 미치는 영향 요인)

  • Hwang, Hye Min;Yi, Myungsun
    • Korean Journal of Adult Nursing
    • /
    • v.26 no.4
    • /
    • pp.444-454
    • /
    • 2014
  • Purpose: The purpose of the study was to examine the relationships among pain belief, perceived social support, coping strategies, and quality of life of people with noncongenital spinal cord injury and to identify factors influencing quality of life. Methods: A correlational predictive design was used. The data were collected from 197 people with noncongenital spinal cord injury with questionnaires in 2012 in Korea. The data were analyzed using descriptive statistics, t-tests, one-way ANOVA, Pearson's correlation coefficients, and stepwise multiple regression using SPSS/WIN 18.0. Results: Pain belief, perceived social support, and coping strategies were correlated significantly with the quality of life. As a result of stepwise multiple regression analysis, pain belief, perceived social support, coping strategies, damaged area, and time since injury were discovered to account for 59.1% variance of the quality of life. The variable that most affected the quality of life was pain belief followed by perceived social support and coping strategies. Conclusion: The results of the study clearly demonstrate the importance of pain control, social support, and coping skills in order to improve quality of life among people with noncongenital spinal cord injury.

Psychosocial Adaptation and Related Factors in Patients with a Permanent Colostomy (영구적 결장루 보유자의 심리사회적 적응과 관련 요인에 관한 연구)

  • Cha, Bo-Kyoung;Baek, Eun-Seon
    • Journal of Korean Academy of Fundamentals of Nursing
    • /
    • v.16 no.4
    • /
    • pp.506-514
    • /
    • 2009
  • Purpose: This study was conducted to define factors influencing psychosocial adaptation of patients with a permanent colostomy. Independent variables including perceived stress, stoma care self-efficacy, self-care behavior, self-esteem and family support were used to predict psychosocial adaptation. Method: The data was analyzed using the SPSS pc program window version 12.0 for descriptive statistics, Pearson correlation coefficients and stepwise multiple regression. Ninety patients with a permanent colostomy were recruited between September 2007 and May 2008. The reliability of the instruments was tested with Cronbach's alpha which ranged from .78 to .92. Result: The results were as follows: The mean psychosocial adaptation score was 3.05. There were significant correlations between all the predictive variables and psychosocial adaptation (r= .63~ -.43, p<.001). Stepwise multiple regression analysis showed that self-esteem (40%), stoma care self-efficacy (7%), perceived stress (2%), and self-care behavior (2%) accounted for 51% of the variance in psychosocial adaptation. Conclusion: These findings indicate that to improve psychosocial adaptation of patients with permanent colostomy, the major related factors identified in this study should be considered.

  • PDF

Factors Influencing on Quality of Life in Patients with Hemophilia (혈우병 환자의 삶의 질에 영향을 미치는 요인)

  • Kim, Won Ock;Kang, Hyun Sook;Song, Young A
    • Korean Journal of Adult Nursing
    • /
    • v.18 no.1
    • /
    • pp.71-80
    • /
    • 2006
  • Purpose: This study was to investigate the factors influencing the quality of life of patients with hemophilia and to provide the data for health promoting intervention in order to improve their quality of life. Method: The subjects of this study were involved 186 male patients with hemophilia by convenience sampling. These results were analyzed statistically by frequency, percentage, t-test, ANOVA, Pearson Correlation Coefficient, and Stepwise multiple regression. Results: There were significant differences in the quality of life according to the frequency of bleeding. Quality of life showed negative relationships and health problems, bleeding, limitation of joint motion, and depression with stepwise Multiple Regression analysis for quality of life revealed that the most powerful predictor was depression. Depression, health problem, and limitation of joint motion accounted for 64.6% of the variance in the quality of life of patients with hemophilia. Conclusion: Therefore it is necessary to develop nursing interventions with these variables to increase the quality of life for patients with hemophilia.

  • PDF