• 제목/요약/키워드: predictor importance

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Supply Chain Analysis in Public Works: The Role of Work Climate, Supervision and Organizational Learning

  • SOETJIPTO, Noer;KURNIAWAN, Gogi;SULASTRI, Sulastri;RISWANTO, Ari
    • The Journal of Asian Finance, Economics and Business
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    • 제7권12호
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    • pp.1065-1071
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    • 2020
  • The study aims to analyze the supply chain role of supervision, discipline, work climate, and organizational learning on the performance of community services at the public works. This study took a sample of employees through purposive sampling technique at the Public Works Office and Bina Marga in a regency in East Java. Data through questionnaire was collected through a 5-point Likert scale model. The results show that the application of employee discipline affects the performance of public services, with a contribution of 39.7%, meaning that discipline and organizational learning are implementation factors that have an effect on public service performance. In stepwise regression analysis, the supervisory factor has a correlation with service performance, but it is less relevant, while the work climate is not relevant as a predictor variable to improve public service performance. The study revealed the importance of the supply chain policy of implementing good and clean governance and the enactment of the performance appraisal of the government apparatus established through Good Corporate Governance of the state apparatus. The findings provide a basis to encourage the public sector performance to smooth every step of supply chain management of every government project work, especially in the field of public services.

Effect of Food Neophobia on the Relationships among Perceived Service Attributes, Brand Trust, Satisfaction and Behavioral Intention of Franchise Snack Bar

  • Lee, Sang-Mook
    • 한국조리학회지
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    • 제23권1호
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    • pp.58-65
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    • 2017
  • This study performed to test the effect of food neophobia on the formulated model on the relationships among perceived service attributes(food, employee, and physical attributes), brand trust, satisfaction and behavioral intention as perceived by franchise snack bar consumers. Total 299 respondents were used for statistical analysis and SPSS 21.0 and AMOS 21.0 program were employed. The findings of current study verified that food attribute among perceived service attributes has positively influence on brand trust and satisfaction, and the employee attribute has only effect on the brand trust. Additionally, the brand trust was critical predictor of satisfaction, but it was not significant antecedent of behavioral intention in context of franchise snack bar restaurant. Furthermore, this study found the moderating effect according to level of food neophobia on the designed hypothesizes, so it has been identified the importance of people's propensity about food neophobia can significantly effect on brand trust and satisfaction in franchise snack bar restaurant. These findings will contribute to provide meaningful suggestion to develop marketing strategic in franchise snack bar business as well as provide the theoretical evidence in the new segmentation.

만성B형간염 환자의 자가관리이행에 대한 영향요인 (Factors Influencing Self-Management Compliance of Patients with Chronic Hepatitis B)

  • 양진향
    • 기본간호학회지
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    • 제18권4호
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    • pp.520-528
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    • 2011
  • Purpose: Patients with chronic hepatitis B need lifelong health care because of progressive liver damage. The purpose of this study was to identify factors associated with self-management compliance among patients with chronic hepatitis B. Methods: The research was a cross-sectional, descriptive design using questionnaires. The participants were 118 patients with chronic hepatitis B from outpatient department in a tertiary hospital. Their ages ranged from 20 to 64. Data were analyzed using descriptive statistics, t-test, ANOVA and multiple regression with PASW statistics 19.0 program. Results: There were statistically significant differences in self management compliance by gender, age, job, alcohol consumption, and smoking. A positive correlation existed between self-management compliance, awareness of the importance of management, and self efficacy. Stepwise multiple regression analysis for self-management compliance revealed that the most powerful predictor was self efficacy. Self efficacy, age, and alcohol consumption explained 37.5% of the variance. Conclusion: The results indicate a need to promote self-management compliance with these participants. The findings also suggest that consideration be given to characteristics of age and alcohol consumption in developing strategies for enhancing self efficacy and developing programs to promote self-management for patients with chronic hepatitis B.

Obesity, Biochemical Indices and Nutrient Intakes in Hypertensive Type Ⅱ Diabetes Mellitus

  • Jeong, Eun;Ro, Hee-Kyung
    • Preventive Nutrition and Food Science
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    • 제12권3호
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    • pp.154-159
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    • 2007
  • This study was conducted to find obesity, biochemical indices and nutrient intakes in type Ⅱ diabetes mellitus with hypertension in Gwangju area. Subjects were divided into two groups based on the status of hypertension. Duration of 139 normotensive type Ⅱ diabetes mellitus was $49.8{\pm}80.2$ months while that of hypertensive type Ⅱ diabetes was $79.7{\pm}95.5$ months. Anthropometric measurement revealed that subjects in both groups were in overweight determined by BMI, though there was no significant difference between two groups. Contrastingly, obesity rate and subscapular fat distribution were a good predictor to identify hypertensive group due to the significant differences between two groups, regardless of sex. Hypertensive type Ⅱ diabetes mellitus is significantly associated with more elevated cholesterol and fasting blood glucose level. Triglyceride level in the hypertensive female was prominent. Significant gender differences were shown in energy, carbohydrate, protein, Ca, Zn, vitamin $B_{6}$ and cholesterol intakes. Nutrient intakes of female normotensive group were higher than those of female hypertensive group except for riboflavin. However, different pattern on nutrient intakes in male was noted. Thus, sex is a great determinant to influence nutrient intakes in subject. Effective nutrition education program targeting type Ⅱ diabetes mellitus, especially hypertensive type Ⅱ diabetes mellitus should be developed and implemented to control blood glucose and lipidemia. It might be suggested to consider the importance different approaches of nutrition education program to both genders.

Diagnostic and Prognostic Importance of the Neutrophil Lymphocyte Ratio in Breast Cancer

  • Ozyalvacli, Gulzade;Yesil, Cemile;Kargi, Ertugrul;Kizildag, Betul;Kilitci, Asuman;Yilmaz, Fahri
    • Asian Pacific Journal of Cancer Prevention
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    • 제15권23호
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    • pp.10363-10366
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    • 2015
  • Background: The aim of this study was to determine diagnostic and prognostic roles of the neutrophil to lymphocyte ratio (NLR) in breast cancer patients. To date, data are limited on associations of primary breast carcinoma (PBC) and benign proliferative breast disease (BPBD) with preoperative NLR values. Materials and Methods: Our study covered of 120 female patients with PBC and 50 with BPBD. Diagnostic values of NLR were estimated using sensitivity, specificity and areas under receiver operating characteristic curves (AUC). Results: NLR values were significantly higher in the PBC patients than in those with BPBD, with an AUC of 0.668 in the PBC case. The optimal cut-off for NLR was 2.96 and this was validated in the testing set, giving a sensitivity and a specificity of 79.7% and 76.2%, respectively, in PBC patients. Conclusions: Preoperative high NLR is a significant diagnostic predictor of distinction of breast cancer from BPBD and elevated NLR is also an important prognostic marker for primary invasive breast cancer.

한국형 파킨슨 환자의 역학적 기능수행지수 개발 (Developing an Biomechanical Functional Performance Index for Parkinson's Disease Patients)

  • Shin, Sunghoon;Han, Byungin;Chung, Chulmin;Lee, Yungon
    • 한국운동역학회지
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    • 제30권1호
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    • pp.83-91
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    • 2020
  • Objective: The study aimed to develop a functional performance index that evaluates the functional performance of Parkinson's patients, i.e., to integrate biomechanical measurements of walking, balance, muscle strength and tremor, and to use multiple linear regression with stepwise methods to identify the most suitable predictors for the progression of disease. Method: A total of 60 subjects were tested for sub-variables of four factors: walking, balance, isometric strength and hand tremors. Potential independet variables were extracted through correlation analysis of the sub-variables and dependent variables, Hoehn & Yahr scale. And then, a stepwise multiple regression analysis using the potential independent variables was performed to identify predictor of Hoehn & Yahr scale. Results: First, the results of the study showed that physical composition and gait had a relatively more correlated with the progression of the disease, compared to balance and hand tremor. Second, Parkinson's functional performance is characterized by dynamic pattern of walking, such as foot clearance and turning angle (TA) of walking, and a high-explained regression model is completed. Conclusion: The study emphasized the importance of walking variables and body composition in minor pathological features compared to Parkinson's patient's balancing ability and hand tremor. Specifically, it revealed that dynamic walking patterns functionally characterize patients. The results are worth considering when assessing functional performance related to the progression of the disease at the site.

미국 성인자녀의 노부모에 대한 자원이전행동에 관한 연구 (Resource Transfers from Adult Children to Their Elderly Parents)

  • 고선강
    • 가정과삶의질연구
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    • 제23권1호
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    • pp.187-195
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    • 2005
  • The purpose of this study is to examine the influence of parent-to-child financial transfers and economic resources on financial transfers, caregiving, and time donated from middle-aged adult children to their elderly parents. Analyzing data from the Wisconsin Longitudinal Study, which provides long-term observations of financial reciprocity and recent reports about elder care, the current study finds strong positive effects of prior parent-to-child financial transfers in the models of caregiving and time; which indicates the importance of reciprocity. In terms of determinants of resource transfers, the findings of logistic regression analyses suggest that the economic resources of parents and adult children are strong determinants of child-to-parent financial resource transfers. Sociodemographic characteristics of parents and respondents were observed as strong determinants of caregiving or time. In addition, caregiving responds more to the health and income levels of parents whereas donated time is responsive to the net worth of parents and parents' status. For adult children, gender is a strong determinant of both caregiving and time donation. The long-term health problem of adult children is a statistically significant predictor of caregiving, while the employment status of adult children and the number of siblings have statistically a significant association with time donated to care for the parents.

The effects of pause in English speaking evaluation

  • Kim, Mi-Sun;Jang, Tae-Yeoub
    • 말소리와 음성과학
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    • 제9권1호
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    • pp.19-26
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    • 2017
  • The main objective of this study is to investigate the influence of utterance internal pause in English speaking evaluation. To avoid possible confusion with other errors caused by segmental and prosodic inaccuracy, stem utterances with two different length obtained from a native speaker were manipulated to make a set of stimuli tokens through insertion of pauses whose length and position vary. After a total of 90 participants classified into three proficiency groups rated the stimuli, the scored data set was statistically analyzed in terms of the mixed effects model. It was confirmed that predictors such as pause length, pause position and utterance length significantly influence raters' evaluation scores. Especially, a dominating effect was found in such a way that raters gradually deducted scores in accordance with the increase of pause duration. In another experiment, a tree-based statistical learning technique was utilized to check which of the significant predictors played a more influential role than others. The findings in this paper are expected to be practically informative for both the test takers who are preparing for an English speaking test and the raters who desire to develop more objective rubric of speaking evaluation.

주요우울증에서 치료반응을 예측할 수 있는가? (Can We Predict Treatment Response in Major Depression?)

  • 고영훈;김용구
    • 생물정신의학
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    • 제11권2호
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    • pp.77-87
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    • 2004
  • Due to the high population prevalence of major depression and the strong emphasis on pharmacotherapy for this disorder, antidepressants are among the most frequently prescribed pharmacological agents. But the clinicians are still unable to predict accurately the response of their depressed patients to medication. This article reviews the biological predictors of treatment response including monoamine, neuroendocrine, pharmacogenetic, and psychophysiologic markers. The biological predictors of response, despite some interesting leads that may in the long term be of considerable importance, are not yet sufficiently established to be of routine clinical usefulness. Many of the predictive factors explored in this article are examples of mediators and moderators that affect outcomes. Each one alone may not provide definitive answers for predicting response to treatment, but each must be taken into account at the outset of treatment. It is clear that treatments must be individualized for each patient. It would be necessary to develop the algorithm in order to predict the responsiveness of antidepressant treatment with integration of the results from the previous studies.

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서울지역 노인의 건강증진행위와 관련된 생태학적 변인에 관한 연구 (An Ecological Approach to Study the Health Promotion Behavior of the Elderly in Kangseo-ku, Kangnam-ku, Seoul)

  • 손화희
    • 대한가정학회지
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    • 제42권12호
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    • pp.77-92
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    • 2004
  • The purpose of this study was to investigate the selected predictors of the health promotion behavior of the elderly in Kangseo-ku, Kangnam-ku, Seoul. The study used an ecological perspective approach in that a microsystem (i.e. self-esteem, locus of control, introversion-extraversion and socio-demographic characteristics), and the environment such as a mesosystem (i.e. marriage satisfaction) and a macrosystem (i.e. social support, participation of social activities, social image of the elderly, social attitude of the elderly) were explored. A structured questionnaire was used to interview a sample of 188 elderly. Hierarchicai regression analysis yielded the results that the magnitude of the importance of the microsystem was found to be larger than any other systems investigated. The most powerful predictor of the health promotion behavior of the elderly was 'age', followed by 'participation of social activities', 'education', 'social support', 'locus of control', 'marriage satisfaction', and 'sex'. The research model accounted for $55\%$ of the health promotion behavior of the elderly.