• Title/Summary/Keyword: multiple regressions

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Determinants of Debt Policy for Public Companies in Indonesia

  • MUKHIBAD, Hasan;SUBOWO, Subowo;MAHARIN, Denis Opi;MUKHTAR, Saparuddin
    • The Journal of Asian Finance, Economics and Business
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    • v.7 no.6
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    • pp.29-37
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    • 2020
  • This research seeks to determine the influence of investment opportunity set (IOS); profitability (Return on Assets - ROA), liquidity, business risk and firm size on debt policy. We used 42 manufacturing companies registered on the Indonesian Stock Exchange (Bursa Efek Indonesia) as object research. We used purposive sampling method to determined samples, consider the period observation from 2012 to 2016, and produce 168 units analysis. Data analysis uses the multiple regressions with the SPSS tools. The results of the study found that companies' debt policies in Indonesia are negatively affected by the liquidity. Investment opportunity set (IOS) has negative effect on debt policy. Meanwhile, ROA, Return on Invested Capital (ROIC), and firm size of a company has no impact on debt policy. These findings indicate that Indonesian manufacture companies do not see the high investment opportunity set and profitability as a policy basis for increasing debt. Moreover, the high profitability also does not cause companies to increase their debt ratio. Our study indicates that Indonesian manufacture companies use internal funds to fund their investment. This finding is a concern for creditors, as they can now see the ability of the companies, and especially their performance, in determining their credit policies.

Prevalence of Chronic Diseases according to Health Behavior of Manufacturing Workers (제조업 근로자의 건강행태에 따른 만성질환 유병률)

  • Kim, Jung-Young;Lee, Eun-Ju;Suh, Soon-Rim
    • The Korean Journal of Health Service Management
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    • v.11 no.1
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    • pp.107-115
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    • 2017
  • Objectives : The purpose of this study was to examine the relationship between the health behavior and prevalence of chronic diseases among manufacturing workers. It would provide fundamental data in the development of health promotion programs for manufacturing workers. Methods : Data on 3,171 employees who underwent health check-ups by the National Health Insurance Service in L company, G City from March to December 2014 were analyzed. The statistical analysis of frequency, chi-square test, and multiple logistic regressions were performed using SPSS 18 program. Results : The results of this study show that obesity and over-weight are the health behaviors that influence the prevalence of chronic diseases in manufacturing employees. Conclusions : The implementation of public health projects to improve the voluntary participation of the employees can enhance their health, improve the productivity, and influence their quality of life positively by changing the health behaviors.

Consumers' Ad Responses towards Marketing Motives and Ad Appeals in Hotels' Green Advertising

  • Yoon, Donghwan;Kim, Byeong-Yong
    • Culinary science and hospitality research
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    • v.23 no.6
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    • pp.99-109
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    • 2017
  • This study aims to investigate the impacts of marketing motive (public- vs. firm-interest) and ad appeal (soft- vs. hard-sell) types on consumers' ad attitudes and behavioral intention in hotels' green advertising. From 711 US respondents, a multivariate analysis of covariance (MANCOVA) was employed to test main effects of marketing motive and ad appeal types on ad recipients' affective and cognitive ad attitudes, while controlling their environmental consciousness. Further, the study conducted a multiple regressions analysis to examine the influence of ad attitudes on respondents' intention to visit the hotel. The study found that a public-serving claim can yield more positive affective ad attitude than a firm-interested claim, regardless of ad image type (soft- or hard-sell image). The result also revealed that a soft-sell ad image can elicit more positive affective ad attitude than a hard-sell one. On the other hand, the study showed that consumers' affective and cognitive ad attitudes are significant predictors of behavioral intention (i.e., visit intention). The study provided theoretical and managerial implications for hospitality researchers and hotel marketers to effectively design hotels' green advertising to ultimately increase consumers' visit intention.

Strength prediction of rotary brace damper using MLR and MARS

  • Mansouri, I.;Safa, M.;Ibrahim, Z.;Kisi, O.;Tahir, M.M.;Baharom, S.;Azimi, M.
    • Structural Engineering and Mechanics
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    • v.60 no.3
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    • pp.471-488
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    • 2016
  • This study predicts the strength of rotary brace damper by analyzing a new set of probabilistic models using the usual method of multiple linear regressions (MLR) and advanced machine-learning methods of multivariate adaptive regression splines (MARS), Rotary brace damper can be easily assembled with high energy-dissipation capability. To investigate the behavior of this damper in structures, a steel frame is modeled with this device subjected to monotonic and cyclic loading. Several response parameters are considered, and the performance of damper in reducing each response is evaluated. MLR and MARS methods were used to predict the strength of this damper. Displacement was determined to be the most effective parameter of damper strength, whereas the thickness did not exhibit any effect. Adding thickness parameter as inputs to MARS and MLR models did not increase the accuracies of the models in predicting the strength of this damper. The MARS model with a root mean square error (RMSE) of 0.127 and mean absolute error (MAE) of 0.090 performed better than the MLR model with an RMSE of 0.221 and MAE of 0.181.

The Relationship among Child's Language Ability, Emotional Regulation and Peer Victimization: The Moderating and Mediating Role of Teacher-Child Conflict Relationship (유아의 언어능력, 정서조절이 또래괴롭힘 피해에 미치는 영향: 교사-유아 갈등 관계의 조절 및 매개 효과)

  • LEE, Won-Mi;KWON, Yeon-Hee
    • Journal of Fisheries and Marine Sciences Education
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    • v.27 no.5
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    • pp.1252-1264
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    • 2015
  • This study examined the moderating and mediating effects of teacher-child conflict relationship among child's language ability, emotional regulation and peer victimization. The participants were 152 children(77 boys, 75 girls) and 14 preschool teachers. The teachers completed rating scales to measure the child's emotional regulation, peer victimization and teacher-child relationship. Child's language ability was assessed by researcher using PRES(Preschool Receptive-Expressive Language Scale). The collected data were analyzed using Pearson correlations and hierarchical multiple regressions. Results showed that peer victimization was related to child's language ability, emotional regulation and teacher-child relationship. Hierarchical aggression analysis indicated that the interaction of child's receptive language ability and teacher-child conflict relationship predicated peer victimization. Child's language ability, whose demonstrated a lower teacher-child conflict relationship, was significantly with peer victimization. In addition, the association between a child's emotional regulation and peer victimization was partially mediated by teacher-child conflict relationship.

The Impact of Social Support and Self-esteem on Nurses' Empowerment (사회적 지지와 자아존중감이 간호사의 임파워먼트에 미치는 영향)

  • Kim, Myung-Ja;Kim, Hyun-Young
    • Journal of Korean Academy of Nursing Administration
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    • v.20 no.5
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    • pp.558-566
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    • 2014
  • Purpose: This study was done to measure the level of social support, self-esteem, and empowerment and to identify any effect of social support and self-esteem on the empowerment of nurses. Methods: The study design was a descriptive survey using questionnaires which were given to 381 nurses in C province. The collected data were analyzed using descriptive analysis, t-test, ANOVA, Pearson correlation coefficient, and multiple regressions. Results: The mean score for nurses' empowerment was $2.83{\pm}0.66$. Seven individual characteristics, social support(family, meaningful persons, supervisors, and co-workers) and self-esteem accounted for 23.3% of the variance in nurses' empowerment. Prediction elements influencing empowerment of nurses were salary per month, self-esteem, and social support(supervisors). Conclusion: The results indicate that it is necessary to increase nurses' empowerment. Social support by supervisors and self-esteem were confirmed as important factors to increase nurses' empowerment. In addition, raising the monthly average income would increase empowerment of nurses.

The Death Anxiety and Depressive Symptoms among Poor Older Women in Rural Areas: The Moderating Effect of Social Support

  • Lim, Seung Joo;Ko, Young;Kim, Chunmi;Lee, Hung Sa
    • Research in Community and Public Health Nursing
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    • v.28 no.4
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    • pp.440-449
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    • 2017
  • Purpose: This study was conducted to identify the moderate effect of social support on the relationship between death anxiety and depressive symptoms among poor older women in rural areas. Methods: This was a secondary analysis of the data from 209 women who were participated in the intervention study to evaluate the effectiveness of depression prevention program. Data were collected between April and September 2012. The data were analyzed using moderate multiple regressions. Results: Among these poor older women, depressive symptoms were associated with death anxiety and social support. Self-esteem support had a moderating effect on the relationship between death anxiety and depressive symptoms. Conclusion: The results indicate that the self-esteem support was effective in decreasing depressive symptoms and death anxiety in poor older women. In order to reduce their depression and make positive changes in their lives, self-esteem improvement programs are needed.

A Study on Health Behavior of Nursing Students (간호학생의 건강행위에 관한 연구)

  • 최미경
    • Korean Journal of Health Education and Promotion
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    • v.15 no.2
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    • pp.185-198
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    • 1998
  • This study was designed to investigate the content of health behavior and to examine factors determining health behavior of nursing students(n=159) in relation to sociodemographic and cognitive variables. Cognitive variables were categorized into saliency of health, susceptibility to illness, and health locus of control. Data analysis prodecure included factor analysis and stepwise multivariate regressions using health behavior as dependent variables. Analysis showed; 1. As a whole, nursing students showed a tendency of lack in positive health behavior, especially in diet-related health behavior. 2. Multiple regression analysis revealed that the factors such as grade, saliency of health, and birth place were to be independently and significantly associated with health behavior: Upper grade students, high level of saliency, urban-born students tend to take health behavior positively. 3. The most influential factor among them was grade, but cognitive inspite of stereotype, poorly impact on health behavior with the exception health. We can guess the effect of education indirectively from these findindgs, but longitudinal studies need to consider the direct effect of education. The results also indicate that the respondents should be encouraged to take health behavior positively. The studies including more other cognitive variables would be conducted for the nursing students in relation to health behavior.

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Gender Differences in Factors Influencing The Framingham Risk Score-Coronary Heart Disease by BMI (남녀 체질량지수에 따른 관상동맥질환위험도(Framingham Risk Score-Coronary Heart Disease) 영향요인)

  • Park, Kwang-Ok;Seo, Ji-Yeong
    • Research in Community and Public Health Nursing
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    • v.25 no.4
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    • pp.248-258
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    • 2014
  • Purpose: This study was to investigate factors influencing the Framingham risk score-Coronary heart disease (FRS-CHD) according to gender and body mass index (BMI) of adults who participated in the 5th Korea National Health and Nutrition Examination Survey (KNHANES V-3). Methods: This study used a cross-sectional design with secondary analysis with KNHANES V-3. The FRS-CHD scores were measured with ages, sex, blood pressure, cholesterol, high density lipoprotein, smoking, and diabetes mellitus. With demographic characteristics, family history of ischemic heart disease, types (intensity) and days of physical activities, perceived stress, drinking, menopause (in female), and BMI scores were measured. The data were analyzed with descriptive statistics, Pearson's correlation coefficients, and multiple regressions. Results: FRS-CHD was significantly associated with types (intensity) and days of physical activities, educational level, occupation, and marital status, explaining 19.1~76.8% of the variance in men. FRS-CHD was significantly associated with types (intensity) and days of physical activities, menopause, and education level, explaining 55.0~59.5% of the variance in women. Conclusion: Factors influencing FRS-CHD were significantly different according to gender and BMI. To reduce the risk of coronary artery disease, it is necessary to develop gender-specific physical activity programs according to BMI.

Job Stress and Turnover of Fashion Designers and Fashion Merchandisers (어패럴업계 전문직 종사자의 직무스트레스와 이직에 관한 연구)

  • 하유선;정성지
    • Journal of the Korean Society of Clothing and Textiles
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    • v.24 no.8
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    • pp.1103-1114
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    • 2000
  • The purpose of the study was to investigate the level and the major causes of job stress, and the causes of the high level of job turnover rate of fashion merchandisers and fashion designers. The study also examined the correlations among the major causes of job stress, job results and job turnover rate. A part of the questionnaire consisted of questions on major causes of job stress, job result, and intention and trial to leave a job. The subjects were to rate on 5 point Likert-type scales. The other part included the questions on demographic and individual characteristics of the subjects and their company characteristics. For the survey, the subjects were 99 fashion merchandisers and 128 fashion designers who are employed by mens or womens wear manufacturers. The SAS PC+ package was used to calculate frequency, Cronbach $\alpha$, multiple regressions. The results of the study were as follows: 1. The high degree of the job results were resulted from the high degree of specialties in their job characteristics, high contentment in human relations, career development and income, and low role conflict. 2. Stronger intentions and more trials to leave their job were correlated to better task performance in the workplace, lower commitment to their job, and lower job satisfaction. 3. Higher level of job stress caused by interpersonal relationship in the organization and contentment in career development and income affected stronger intentions and more trials to leave their job.

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