• 제목/요약/키워드: Multinomial Logistic Analysis

검색결과 157건 처리시간 0.023초

국제금융위기 이후 국내 재벌 계열사들의 수익성 변화요인에 대한 재무분석 (Financial Analysis on Changes in Profitability for Chaebol Firms in the Post-period of the Global Financial Turmoil)

  • 김한준
    • 한국산학기술학회논문지
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    • 제20권5호
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    • pp.352-362
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    • 2019
  • 본 논문에서는 경영학 재무 분야에서 국내외적으로 지속적인 관심의 대상이지만, 학문적 의견 일치를 보이지 못하고 있는 주제가 연구되었다. 즉, 기업의 수익성에 대한 재무적 결정요인과 상호 차별성이 가설검정을 통하여 상호 비교되었다. 연구 분석 방법과 관련하여 본 연구에서는 국내 재벌 계열사들을 대상으로 표본기간은 국제금융위기 이후의 기간으로 설정되었으며 시장가치와 장부가치 기준의 두 분류의 수익성 지표들이 각각 분석되었다. 첫 번째 가설검정 결과 관련, 총 7개의 설명변수들 중, 기업 규모와 부채비율을 제외한 나머지 변수들이 재벌기업들의 수익성 결정에 유의성 있는 영향을 줄 수 있는 재무적 요인들이었으며, 동 결과는 비교그룹인 비재벌 소속 기업들에 대한 검정 결과와도 일반적으로 유사하였다. 또한, 다항로지스틱 모형을 활용한 두 번째 가설 검정에서는, 표본기업인 재벌기업들이 수익성 수준을 기준으로 3단계로 분류되었다. 이를 기준으로 부채비율, 부도위험성 그리고 잠재성장성을 나타내는 변수들이 재벌기업들 간의 차별성을 나타내는 변수들로서 판명되었다. 본 연구의 결과들은 국제금융위기라는 재무적 시점을 경험한 국내 재벌기업들의 수익성 결정요인들을 판명하는 측면에 새로운 방향을 제시할 수 있다고 판단하며, 또한 선순환적 관점에서 정부와 기업을 포함한 이해관계자들의 향후 이익 제고에도 기여할 수 있다고 판단된다.

코로나19 유행 초기 경제적 불안감 변화와 음주 빈도 변화의 관련성 (The Relationship between the Change in Perceived Economic Instability and the Change in Drinking Frequency during the Early Stage of COVID-19 Pandemic)

  • 강은정
    • 한국콘텐츠학회논문지
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    • 제22권6호
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    • pp.530-540
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    • 2022
  • 본 연구의 목적은 코로나19 팬데믹 초기 강력한 사회적 거리두기 실천 상황에서 경제적 불안감의 변화와 음주 빈도의 변화와의 관련성을 분석하는 것이었다. 자료 수집은 2020년 5월 13일~5월 19일에 온라인 리서치 회사인 Embrain을 통해 전국의 19세 이상 70세 미만의 성인 1,117명에 대해 이루어졌다. 본 연구는 이중 2020년에 음주를 한 적이 있다고 응답한 820명(73.4%)을 분석에 사용하였다. 독립변수인 경제적 불안감의 변화는 고용에 대한 불안감의 변화와 소득에 대한 불안감의 변화 두 가지로 측정하였다. 종속변수인 음주 빈도의 변화는 '코로나 이후 음주 횟수에 변화가 있습니까?'라는 질문에 '늘었다,' '변화 없다,' 그리고 '줄었다'로 측정하였다. 통제 변수로는 인구학적 특성, 사회경제적 특성, 사회적 거리두기 실천 정도, 그리고 음주와 관련된 건강행태 변수들을 포함하였다. 이변량 분석과 다변량 다항 로지스틱 회귀분석을 하였으며 STATA 16을 사용하였다. 연구 결과 코로나19로 인해 고용 불안감과 소득 불안감이 증가한 비율은 각각 50.49%, 59.76%였다. 다항로지스틱 회귀분석 결과 고용 불안감의 증가는 음주 빈도 증가와 관련이 있었고 소득 불안감의 증가는 음주 빈도 감소와 관련이 있었다. 요약하면 팬데믹 초기 경제적 불안감은 고용 불안 효과와 소득 불안 효과 중 어느 효과가 큰가에 따라 음주 빈도의 증가 혹은 감소로 나타날 수 있다.

한국 노인의 현존치아수와 골 건강상태와의 연관성 (Relationship between the number of remaining teeth and bone health status among the elderly in Korea)

  • 조윤영
    • 한국치위생학회지
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    • 제18권2호
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    • pp.205-215
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    • 2018
  • Objectives: The purpose of the study is to investigate the relationship between the number of remaining teeth and bone health status among adults over 65 years old. Methods: The study subjects were 1,843 adults over 65 years old drawn from the Korea National Health and Nutrition Examination Survey (KNHANES) in 2008-2010. Oral health status included the number of remaining teeth, and prosthetic appliance status. Bone health statuses were assessed using dual-energy X-ray absorptiometry (DEXA). Bone health statuses were classified into normal (T-score ${\geq}-1.0$), osteopenia (-2.5 < T-score < -1.0), and osteoporosis (T-score ${\leq}-2.5$). Complex samples chi-square test was used to estimate the relationship between the number of remaining teeth and bone health status, and related factors included in the model were analyzed with the complex samples logistic regression analysis. Results: Using the multinomial logistic regression analytic method, the elderly having 20 or more remaining teeth and those having less than 20 remaining teeth with prosthesis were compared. The latter group had 1.89 times higher rate of being diagnosed as having osteoporosis. Conclusions: This study suggests that oral health is an important factor for geriatric osteoporosis. Therefore, in order to prevent fractures due to osteoporosis and osteoporosis in old age, it is necessary to be aware of the relationship between oral health and osteoporosis, and oral health should be considered when preparing preventive management strategies.

소방공무원의 스트레스 및 우울의 위험 요인 : 개인 및 직무요인을 중심으로 (Risk Factors for Stress and Depression in Firefighters : Comparison of Individual and Job Related Factors)

  • 이나빈;이정현;김지애;전경선;심민영
    • 대한불안의학회지
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    • 제15권1호
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    • pp.35-44
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    • 2019
  • Objective : The aim of this study was to investigate the individual and job related factors as risk factors for mental health of firefighters. Methods : The data of 202 fire-fighters was analyzed by using a multinomial logistic regression analysis. All participants completed self-reported questionnaires including demographics (sex, age, work duration), the Childhood Trauma Questionnaire, the Ways of Coping Checklist, the Colleague related traumatic events, the Korean occupational stress scale, the Korean Perceived Stress Scale-10, and the Beck Depression Inventory. Participants were divided into three groups according to the level of stress and depressive symptom scores: Low Stress-Low Depression (LS-LD), High Stress-Low Depression (HS-LD), and High Stress-High Depression (HS-HD). Results : A job related factor-organizational injustice-was a significant factor related to HS-LD, while individual factors such as active coping level and childhood trauma experience and a job related factor-difficult physical environment-were significantly associated with HS-HD. Conclusion : These results imply the need to take both individual and environmental approaches into account when managing the stress and depression of firefighters. More specifically, psycho-education to facilitate active coping strategy and adaptive emotional regulation at the individual level and the improvement of physical work environment of firefighters should be supported.

Screening for Various Herb Medicines Extracts against HSV-l,2

  • Lim Seong-Woo
    • 대한한의학회지
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    • 제25권4호
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    • pp.180-187
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    • 2004
  • Objective : This study was undertaken for discovering the characteristics of sleep in ordinary symptoms based on the Sasang Constitution. The result of this study could be helpful to understand and to identify patients such as Taeumin, Soyangin Soeumin or Taeyangin. Methods : There were 1,229 patients (529 men), who answered the questionnaire about their ordinary sleeping patterns. They were diagnosed, including their clinical Sasang Constitution, by the Sasang Constitution specialist at Bundang Oriental Hospital of Dongguk University. By applying the multinomial and binary logistic regression analysis to those collected materials, we can measure the characteristics and the influence of ordinary sleeping patterns to the dependent variable (Sasang Constitution). Results : In order of the item's influence that had decided one's constitution, between Taeumin and Soeumin, Taeumin snored frequently or well more than Soeumin, Soeumin had more dreams and more sleeping times than Taeumin, and Taeumin struggled frequently or well more than Soeumin. Between Soyangin and Soeumin, Soeumin dreams more frequently than Soyangin, Soyangin snored frequently or well more than Soeumin, and Soeumin has more sleeping times than Taeumin. Between Taeumin and Soyangin, Taeumin snored frequently or well more than Soyangin. Between Taeyangin and a group of the other constitutions, Taeyangin felt unwell after sleeping more than the other constitutions, the other constitutions awaked frequently more than Taeyangin during sleeping. Conclusion : This study will be used for identifying patients as Taeumin, Soyangin, Soeumin or Taeyangin by contrast with each other.

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우리나라 노인들의 미충족 의료 유형별 관련요인 (Factors Associated with the Types of Unmet Health Care Needs among the Elderly in Korea)

  • 최희영;류소연
    • 보건의료산업학회지
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    • 제11권2호
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    • pp.65-79
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    • 2017
  • Objectives : This study aimed to investigate the types of unmet health care needs of the elderly and factors affecting them. Methods : This study used data from the 2012 Community Health Survey. Multinomial logistic regression analysis was conducted to identify the relevance between each type of unmet health care needs and predisposing, enabling, and needs factors, based on the cases without unmet health care needs. Results : Persons with unmet health care needs were 4,460 (9.5%) of the total sample. By types of unmet health care needs, 1,171 (2.5%), 1,026 (2.2%), and 2,263 (4.8%) persons reported inaccessibility, non-accommodativeness, and unaffordability respectively. It was concluded that the there were differences in the associated factors according to the types of unmet medical needs. Conclusions : It is suggested that unmet health care needs in the elderly should be examined from diverse angles rather than from a single aspect of partial limits. In particular, diverse types of unmet health care needs for health care in the elderly according to limited accommodation shoulder be examined. Finally, strategies to decrease unmet health care needs that reflect the associated factors should be developed.

Relationship between Early Menopause and Periodontal Disease in Korean Postmenopausal Women

  • Lee, Yun-Hee;Kim, Sun-Mi;Ahn, Eunsuk
    • 치위생과학회지
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    • 제18권5호
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    • pp.312-318
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    • 2018
  • The purpose of this study was to evaluate the relationship between early menopause and periodontal disease in postmenopausal women using data from the 6th Korean National Health and Nutrition Examination Survey (2013~2015). A study was conducted with 2,048 postmenopausal women aged 45 to 74 years. Participants were divided into the early menopause group (menopause occurring at age 45 years or before) and normal menopause group (menopause occurring after age 45 years). A community periodontal index greater than or equal to code 3 was used to define periodontal treatment needs. A chi-square test was used to confirm the bivariate relationship between the variables. Multinomial logistic regression analysis was used to adjust for covariates (age, education, family income, body mass index, alcohol drinking, smoking, visiting dentist in the last year, use of oral care products, frequency of tooth brushing per day). The risk of periodontal disease was higher in the early menopause group after adjusting for potential confounders (odds ratio, 1.59). In particular, the relationship between early menopause and periodontal disease was more evident in women with low education and those who did not use oral care products. The findings of this study suggest that early menopause is a significant factor of periodontal disease in Korean women.

ICF 모델에 근거한 저소득 재가노인의 우울에 영향을 미치는 요인에 대한 연구 (Factors Influencing Depression in low-income Elderly living at home based on ICF model)

  • 한숙정;김효선
    • 한국보건간호학회지
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    • 제28권2호
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    • pp.333-346
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    • 2014
  • Purpose: This study was conducted in order to identify factors that influence depression for low-income elderly who live at home from the International Classification of Functioning model (ICF). Methods: The subjects were 205 elderly people living at home in two public health centers located in metropolitan cities. Subjects were divided according to their depression scores, which were measured using the GDS-short form, including normal, risk, and depression groups. Each variable was consistent with factors of the ICF model, including health condition, individual factors, environmental factors, body function, activities, and participation. Data were collected using structured questionnaires. ANOVA, $x^2$, Pearson's correlation coefficient, and Multinomial logistic regression with IBM SPSS 21.0 were used for analysis of the data. Results: Statistically significant differences were observed among normal, risk, and depression groups regarding personal factors. Gender, education level, numbers of diseases, perceived health, life satisfaction, and social support were identified as the variables that had a significant impact on depression of low-income elderly living at home. Conclusion: Results of this study indicate that there is a need for construction and implementation of strategies that strengthen life satisfaction and social support in order to lower depression of low-income elderly.

Health Conditions Sensitive to Retirement and Job Loss Among Korean Middle-aged and Older Adults

  • Park, Su-San;Cho, Sung-Il;Jang, Soong-Nang
    • Journal of Preventive Medicine and Public Health
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    • 제45권3호
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    • pp.188-195
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    • 2012
  • Objectives: This study was conducted to examine the association between health condition and leaving the labor market among middle-aged and older adults in South Korea. Methods: Data was obtained from individuals aged 45 years and older participating in the 2006 and 2008 Korean Longitudinal Study of Ageing. We used various health measures including chronic diseases, comorbidities, traffic accident injuries, disabilit of instrumental activities of daily living, depressive symptoms, and self-rated health. The odds ratios of job loss, and retirement, versus employment were calculated using multinomial logistic regression by each health measure. Results: In our cross-sectional and longitudinal analysis, health problems related to physical disabilities had the greatest effect on leaving the worksite. A shift in health condition from good to poor in a short period was a predictor of increased risk of unemployment but a persistent pattern of health problems was not associated with unemployment. Women with health problems showed a high probability of retirement, whereas among men, health problems instantly the possibility of both job loss and retirement. Conclusions: Health problems of middle aged and older workers were crucial risk factors for retirement and involuntarily job loss. Especially functional defect and recent health problems strongly and instanty affected employment status.

한국 성인의 음주 유형에 대한 영향요인 (Factors associated with the Patterns of Alcohol Use in Korean Adults)

  • 정성석;정경화
    • 성인간호학회지
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    • 제24권5호
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    • pp.441-453
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    • 2012
  • Purpose: This secondary data analysis study was aimed at identifying the factors related to the patterns of alcohol use (normal alcohol use, hazardous alcohol use, and alcohol dependence) in the Korean adult. Methods: This study analyzed the cross-sectional data from 230,715 Korean adults aged 19 year and older who participated in the 2009 Korean Community Health Survey. Multinomial logistic regression was used to uncover associations between demographic, health related factors and the patterns of alcohol use. Results: The patterns of alcohol use was differentiated from the sociodemographic variables (residential area, gender, age, marital status, educational level, monthly income, and occupation) and with health related factors (smoking status, hours of sleep, body mass index, pain or discomfort, subjective health, stress level, liver disease, cardio/cerebro vascular disease, and depression). Hazardous alcohol use was lower in rural areas and lower among women, but higher among people who smoke, reported severe stress, and/or depression. Similarly, alcohol dependence was lower among women and among those in rural areas, and was more likely associated with those who smoke, have severe stress and depression. Conclusion: A number of factors are associated with patterns of drinking. Smoking, severe stress and depression seems to confound the problems of alcohol use. Additional research is needed to isolate those factors that are the most important influencing the use of alcohol.