• 제목/요약/키워드: Factor Regression Model

검색결과 1,433건 처리시간 0.031초

Reproductive biology of common carp (Cyprinus carpio Linnaeus, 1758) in Lake Hayq, Ethiopia

  • Tessema, Assefa;Getahun, Abebe;Mengistou, Seyoum;Fetahi, Tadesse;Dejen, Eshete
    • Fisheries and Aquatic Sciences
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    • 제23권6호
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    • pp.16.1-16.10
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    • 2020
  • This study was conducted in Lake Hayq between January and December 2018. The objectives of this study were to determine the growth, condition, sex ratio, fecundity, length at first sexual maturity (L50), and spawning seasons of common carp (Cyprinus carpio). Monthly fish samples of C. carpio were collected using gillnets of stretched mesh sizes of 4, 6, 7, 8, 10, and 13 cm and beach seines of mesh size of 6 cm. Immediately after the fish were captured, total length (TL) and total weight (TW) for each individual were measured in centimeters and grams, respectively, and their relationship was determined using power function. Length at first maturity (L50) was determined for both males and females using the logistic regression model. The spawning season was determined from the frequency of mature gonads and variation of gonadosomatic index (GSI) values of both males and females. Fecundity was analyzed from 67 mature female specimens. The length and weight relationship of C. carpio was TW = 0.015TL2.93 for females and TW = 0.018TL2.87 for males that indicate negative allometric growth in both cases. The mean Fulton condition factor (CF) was 1.23 ± 0.013 for females and 1.21 ± 0.011 for males. The value of CF in both cases was > 1 that shows both sexes are in good condition. Among the total 1055 C. carpio collected from Lake Hayq, 459 (43.5%) were females and 596 (56.5%) were males. The chi-square test showed that there was a significant deviation between male and female numbers from 1:1 ratio (χ2= 22, df = 11, P > 0.05) within sampling months. The length at first sexual maturity (L50) for females and males were 21.5 and 17.5 cm, respectively. Males mature at smaller sizes than females. The spawning season of C. carpio was extended from February to April, and the peak spawning season for both sexes was in April. The average absolute fecundity was 28,100 ± 17,462. C. carpio is currently the commercially important fish while Nile tilapia fishery has declined in Lake Hayq. Therefore, this baseline data on growth, condition, and reproductive biology of common carp will be essential to understand the status of the population of carp and design appropriate management systems for the fish stock of Lake Hayq, Ethiopia, and adjacent countries.

한국과 중국동포의 심리적 특성과 창업동기가 창업의지에 미치는 영향 (The Effects of Korean and Korean-Chinese's Psychological Characteristics and Entrepreneur's Motive on Entrepreneurial Intention)

  • 박경석;하규수
    • 벤처창업연구
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    • 제9권2호
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    • pp.61-70
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    • 2014
  • 창업은 기업가 자신의 일자리 뿐 아니라 그 과정에서 다른 사람들의 창업기회를 만들어 준다. 창업의 활성화는 경제활성화 뿐만 아니라 일자리 창출을 위해 가장 효과적인 수단이라고 할 수 있다. 본 연구는 잠재적 창업가인 한국과 중국동포를 대상으로 창업의지에 영향을 미치는 요인들에 관하여 살펴보고자 한다. 창업자의 심리적 특성, 창업동기, 창업의지와 관련된 선행연구를 바탕으로 연구모형을 설정하였다. 2013년 한달 동안 설문조사를 실시하여 247부 데이터를 수집하였다. 수집된 데이터는 결과를 도출하기 위해 통계적 검증을 실시하였다. 가설검증 결과는 다음과 같다. 분석결과, 위험감수성향과 성취욕구는 대체로 한국과 중국동포의 창업의지에 유의한 영향을 주지 못하였다. 그러나 창업동기와 창업 자기효능감이 창업의도에 정(+)의 영향을 미치는 것으로 확인되었다. 마지막으로 사회적 지지가 창업의지에 영향을 주는 변수로 조절작용을 하는지에 대한 조절효과를 검증한 결과, 한국과 중국동포 모두 사회적 지지가 조절작용을 하는 것으로 나타났다. 또한 본 연구가 가지는 학문적 및 실무적 시사점이 논의되었고 한계와 함께 미래연구의 방향이 제시되었다.

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공복 혈당과 간암 발생 위험에 관한 코호트 연구 (Fasting Serum Glucose and Subsequent Liver Cancer Risk in a Korean Prospective Cohort)

  • 곽진;황승식;고광필;전재관;박수경;장성훈;신해림;유근영
    • Journal of Preventive Medicine and Public Health
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    • 제40권1호
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    • pp.23-28
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    • 2007
  • Objectives : Chronic infections with hepatitis B or C and alcoholic cirrhosis are three well-known major risk factors for liver cancer. Diabetes has also been suggested as a potential risk factor. However, the findings of previous studies have been controversial in terms of the causal association. Therefore, the aim of this study was to evaluate the association between serum glucose levels and liver cancer development in a Korean cohort. Methods : Thirty-six liver cancer cases were identified in the Korean Multi-Center Cancer Cohort (KMCC). Baseline information on lifestyle characteristics was obtained via questionnaire. Serum glucose levels were measured at the study's enrollment. Relative risks (RRs) were estimated using a Cox proportional hazard regression model. The adjusting variables included age, gender, smoking history, alcohol consumption, body mass index, and hepatitis B surface antigen (HBsAg) seropositivity. Results : The RRs of serum glucose for liver caner were 1.20 (95% CI = 0.48-2.99) for the category of 100 to 125 mg/dL of serum glucose and 2.77 (95% CI = 1.24-6.18) for the >126 mg/dL serum glucose category (both compared to the <100 mg/dL category). In a subgroup analysis, the RR of serum glucose among those who were both HBsAg seronegative and non-drinkers was 4.46 (95% CI = 1.09-18.28) for those with glucose levels >100 mg/dL. Conclusions : The results of this study suggest that a high level of serum glucose can increase liver cancer risk independently of hepatitis infection and drinking history in Koreans. This study implies that glucose intolerance may be an independent risk factor for liver cancer.

Applicative Value of Serum CA19-9, CEA, CA125 and CA242 in Diagnosis and Prognosis for Patients with Pancreatic Cancer Treated by Concurrent Chemoradiotherapy

  • Gu, Yu-Lei;Lan, Chao;Pei, Hui;Yang, Shuang-Ning;Liu, Yan-Fen;Xiao, Li-Li
    • Asian Pacific Journal of Cancer Prevention
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    • 제16권15호
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    • pp.6569-6573
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    • 2015
  • Objective: To evaluate the application value of serum CA19-9, CEA, CA125 and CA242 in diagnosis and prognosis of pancreatic cancer cases treated with concurrent chemotherapy. Materials and Methods: 52 patients with pancreatic cancer, 40 with benign pancreatic diseases and 40 healthy people were selected. The electrochemiluminescence immunoassay method was used for detecting levels of CA19-9, CEA and CA125, and a CanAg CA242 enzyme linked immunoassay kit for assessing the level of CA242. The Kaplan-Meier method was used for analyzing the prognostic factors of patients with pancreatic cancer. The Cox proportional hazard model was applied for analyzing the hazard ratio (HR) and 95% confidential interval (CI) for survival time of patients with pancreatic cancer. Results: The levels of serum CA19-9, CEA, CA125 and CA242 in patients with pancreatic cancer were significantly higher than those in patients with benign pancreatic diseases and healthy people (P<0.001). The sensitivity of CA19-9 was the highest among these, followed by CA242, CA125 and CEA. The specificity of CA242 is the highest, followed by CA125, CEA and CA19-9. The sensitivity and specificity of joint detection of serum CA19-9, CEA, CA125and CA242 were 90.4% and 93.8%, obviously higher than single detection of those markers in diagnosis of pancreatic cancer. The median survival time of 52 patients with pancreatic cancer was 10 months (95% CI7.389~12.611).. Patients with the increasing level of serum CA19-9, CEA, CA125, CA242 had shorter survival times (P=0.047. 0.043, 0.0041, 0.029). COX regression analysis showed that CA19-9 was an independent prognostic factor for patients with pancreatic cancer (P=0.001, 95%CI 2.591~38.243). Conclusions: The detection of serum tumor markers (CA19.9, CEA, CA125 and CA242) is conducive to the early diagnosis of pancreatic cancer and joint detection of tumor markers helps improve the diagnostic efficiency. Moreover, CA19-9 is an independent prognostic factor for patients with pancreatic cancer.

Long Term Outcomes and Prognostic Factors of N0 Stage Nasopharyngeal Carcinoma: a Single Institutional Experience with 610 Patients

  • Sun, Jian-Da;Chen, Chuang-Zhen;Chen, Jian-Zhou;Li, Dong-Sheng;Chen, Zhi-Jian;Zhou, Ming-Zhen;Li, De-Rui
    • Asian Pacific Journal of Cancer Prevention
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    • 제13권5호
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    • pp.2101-2107
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    • 2012
  • Treatment responses of $N_0$ stage nasopharyngeal carcinoma were firstly analyzed comprehensively to evaluate long term outcomes of patients and identify prognostic factors. A total of 610 patients with $N_0$ NPC, undergoing definitive radiotherapy to their primary lesion and prophylactic radiation to upper neck, were reviewed retrospectively. Concomitant chemotherapy was administrated to 65 out of the 610. Survival rates of the patients were calculated using the Kaplan-Meier method and compared by log-rank test. Prognostic factors were identified by the Cox regression model. The study revealed the 5-year and 10-year overall, disease-free, disease-specific, local failure-free, regional failure-free, locoregional failure-free and distant metastasis-free survival rates to be 78.7% and 66.8%, 68.8% and 55.8%, 79.9% and 70.4%, 81.2% and 72.5%, 95.8% and 91.8%, 78.3% and 68.5%, 88.5% and 85.5%, respectively. There were 192 patients experiencing failure (31.5%) after radiotherapy or chemoradiotherapy. Of these, local recurrence, regional relapse and distant metastases as the first event of failure occurred in 100 (100/610, 16.4%), 15(15/610, 2.5%) and 52 (52/610, 8.5%), respectively. Multivariate analysis showed that T stage was the only independent prognostic factor for patients with $N_0$ NPC (P=0.000). Late T stage (P=0.000), male (P=0.039) and anemia (P=0.007) were independently unfavorable factors predicting disease-free survival. After treatment, satisfactory outcome wasgenerally achieved in patients with $N_0$ NPC. Local recurrence represented the predominant mode of treatment failure, while T stage was the only independent prognostic factor for overall survival. Late T stage, male gender, and anemia independently predicted lower possibility of the disease-free survival.

2017년 이후 스포츠매장의 브랜드이미지와 VMD 전략 (Brand Image and VMD Strategy of Sports Stores in Korea)

  • 서정화;김화경;김종진;윤명길
    • 유통과학연구
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    • 제15권11호
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    • pp.83-93
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    • 2017
  • Purpose - The study aims to analyze the VMD(Visual Merchandising) perception factors in recent sporting goods store and clarify the effect of each VMD perception factors on brand image, satisfaction, and customer revisit intention. The VMD perception factors play an important role in attracting and actually inducing sales to the visiting customers. It has investigated the effect of VMD perception on customer satisfaction and revisit intention. It is expected that the company's marketing strategy with VMD will be differentiated and competitive in sports item stores, brand image enhancement, customer retention, and acquisition. Research design, data, and methodology - In order to verify the hypotheses of this study, a total of 380 questionnaires had been distributed. 360 respondents were used in the final analysis excluding 20 respondents' incomplete answers. The SPSS 18.0 program was used and the data analysis was conducted for the demographic characteristics and distribution behavior. Principal Components Analysis was used for the common factor extraction for validity analysis, and factor analysis was conducted to verify such as validity in brand image or brand attitude. As for Multiple regression analysis, was performed to verify and in the research model, and in and , the mediation was defined through the Sobel Test in order to verify the brand image mediating effects on VMD, store satisfaction, and revisit inquiry of sports store. Results - Qualitative research shows that VMD sub-variables such as aesthetic, fitness, and functional convenience influence store satisfaction and revisit intention. As a result of analyzing the mediating effect of the brand image, the more VMD is strengthened, the more brand image is improved and store satisfaction is also increased. Conclusions - VMD enhancement requires a VMD strategy aligned with the company's management policies and objectives, a visual directing and consistent concept that delivers a strong message to customers. The customer actual purchasing behavior is a combination of various factors such as sports item stores' interior design, display, advertisement promotion like POP(Point of Purchase), salespersons and their service quality, so that the VMD image and the brand image must be consistent and a unique strategic plan is required.

Optimal fertilizer application for Panax notoginseng and effect of soil water on root rot disease and saponin contents

  • Xia, Pengguo;Guo, Hongbo;Zhao, Hongguang;Jiao, Jie;Deyholos, Michael K.;Yan, Xijun;Liu, Yan;Liang, Zongsuo
    • Journal of Ginseng Research
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    • 제40권1호
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    • pp.38-46
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    • 2016
  • Background: Blind and excessive application of fertilizers was found during the cultivation of Panax notoginseng in fields, as well as increase in root rot disease incidence. Methods: Both "3414" application and orthogonal test designs were performed at Shilin county, Yunnan province, China, for NPK (nitrogen, phosphorus, and potassium) and mineral fertilizers, respectively. The data were used to construct the one-, two-, and three-factor quadratic regression models. The effect of fertilizer deficiency on root yield loss was also analyzed to confirm the result predicted by these models. A pot culture experiment was performed to observe the incidence rate of root rot disease and to obtain the best range in which the highest yield of root and saponins could be realized. Results: The best application strategy for NPK fertilizer was $0kg/667m^2$, $17.01kg/667m^2$, and $56.87kg/667m^2$, respectively, which can produce the highest root yield of 1,861.90 g (dried root of 100 plants). For mineral fertilizers, calcium and magnesium fertilizers had a significant and positive effect on root yield and the content of four active saponins, respectively. The severity of root rot disease increased with the increase in soil moisture. The best range of soil moisture varied from 0.56 FC (field capacity of water) to 0.59 FC, when the highest yield of root and saponins could be realized as well as the lower incidence rate of root disease. Conclusion: These results indicate that the amount of nitrogen fertilizer used in these fields is excessive and that of potassium fertilizer is deficient. Higher soil moisture is an important factor that increases the severity of the root rot disease.

교통안전진단 개선방안들의 우선순위 산정 연구 (A Study on Practical Method of Utility Curve for Deciding Priority Order of the Improvements in Traffic Safety Audit)

  • 최지혜;강순양;홍지연;임준범
    • 한국안전학회지
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    • 제31권3호
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    • pp.143-155
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    • 2016
  • Recently, a massive loss of life and property is occurring in Korea due to traffic accidents, with the rapid increase in cars. For improvement of traffic safety, the Korea Transportation Safety Authority intensively analyzes accident data in local governments with low traffic safety index, performs a field investigation to extract problems and offers local governments improvements for problems, by conducting the 'Special Survey of Actual Conditions of Traffic Safety' each year, starting 2008. But local governments cannot strongly push forward the improvement projects due to the limited budget and the uncertainty of the improvement plan effects. Therefore, this study suggested a model which applied the Utility concept to the AHP theory, in order to efficiently decide a priority of the improvement plans in accident black spots in consideration of the limited budget of local governments. The number of accidents in each spot for improvement and accident severity, traffic volume, pedestrian volume, the improvement project cost and the accident reduction effect were chosen as evaluation factors for deciding a priority, and data about the improvement plan costs and the accident reduction effects, traffic accidents and traffic volume in the spots to undergo the special research on the real condition of traffic accident in the past were collected from the existing studies. Then, regression analysis was carried out and the Utility Curve of each evaluation factor was computed. Based on the AHP analysis findings, this study devised a priority decision method which calculated the weight and the utility function of each evaluation factor and compared the total utility values. The AHP analysis findings showed that among the evaluation factors, accident severity had the biggest importance and it was followed by the improvement plan cost, the number of accidents, the improvement effect, traffic volume and pedestrian volume. The calculated utility function shows a rise in utility, as the variables of the 5 evaluation factors; the number of accidents, accident severity, the improvement plan effect, traffic volume and pedestrian volume increase and a fall in utility, as the variables of the improvement plan cost increase, since the improvement plan cost is included in the budget spent by a local government.

베타 2-아드레날린 수용체의 유전자 변이형이 비만도에 미치는 영향 (Effects of ${\beta}2-Adrenergic$ Receptor Polymorphism on Obesity)

  • 김길수;오현희;최선미;양현성;배정환;윤유식
    • 한방비만학회지
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    • 제3권1호
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    • pp.7-16
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    • 2003
  • Objectives : The lipolytic effects of catecholamines in adipose tissue are mediated by members of adrenergic receptors. This study was conducted to examine the effects of ${\beta}2-AR$ Gln27Glu (Q27E) polymorphism on obesity indices and risk among obesity clinic patients. Methods : 532 subjects, 38 men and 494 women, who attended a weight loss program in a local obesity clinic were analyzed. Height, weight, BMI, WHR and obesity index were measured or calculated. Body composition was measured by bio-impedance analysis. Genotype of ${\beta}2-AR$ polymorphism in codon 27 was analyzed by PCR-RFLP method. Serum concentrations of fasting glucose, total and HDL cholesterol, and triglyceride were determined by autobiochemical analyzer. Results: The Genotype distributions of ${\beta}2-AR$ gene were QQ type 81.3%, QE type 17.9% and EE type 8%. Therefore, the frequency of E allele of ${\beta}2-AR$ gene was 0.170 in the total subjects. The frequency of the ${\beta}2-AR$ variant genotype(QE+EE) was significantly higher in obese group($BMI{\geqq}25$) compared with non-obese group(p=0.027). Weight was significantly higher in variant(QE+EE) type compared with normal(QQ) type in total subjects(p=0.001), male(p=0.022) and female(p=0.013). BMI, obesity index and WHR were also significantly higher in QE+EE type. Body fat man was significantly higher in QE+EE type in total subjects(p=0.005) and female(p=0.027). When forward stepwise regression analysis was used to create a model of risk predictors of obesity($BMI{\geqq}25$), QE+EE type of ${\beta}2-AR$ gene was found to be a significant risk factor for obesity (p=0.042, ORs 1.597). Conclusions: QE+EE genotype of ${\beta}2-AR$ was associated with increased obesity indices and might be a significant risk factor for obesity.

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주행차량의 수평하중을 고려한 층 경계면의 인장변형률 영향계수 개발 (Estimation of Tensile Strain Effect Factor of Layer Interface Considering Lateral Loads of Moving Vehicle)

  • 서주원;최준성;김수일
    • 대한토목학회논문집
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    • 제26권6D호
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    • pp.951-960
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    • 2006
  • 본 연구에서는 실제 주행차량의 수평하중이 다양한 층 경계면 마찰계수 상태의 포장구조체에 미치는 영향을 고찰하기 위해 수평하중을 고려한 포장구조해석 모델링을 구축하였다. 기존 해석프로그램의 경계층 평가분석을 고찰하기 위하여 기존 다층탄성해석프로그램인 KENLAYER와 구축된 모델링을 이용한 상용 유한요소해석프로그램 ABAQUS 로부터 연직하중과 수평하중이 작용하는 경우 및 하중조합의 경우 포장체 거동을 비교분석하였다. 또한 각각의 하중상태하에서 경계층 상태에 따른 포장구조체의 공용성을 평가한 후, 연직하중과 수평하중이 동시에 가해지는 포장구조체의 경계면 상태에 따른 영향계수의 데이터베이스를 구축하였다. 기존의 주행차량의 연직하중만을 고려한 경우와 실제 주행차량의 수평하중과 연직 하중을 고려한 경우 포장구조체에 미치는 영향을 분석한 결과, 수평하중의 작용으로 인해 공용수명이 약 1/300로 감소하므로, 포장구조해석시 주행차량의 수평하중을 고려한 층 경계면 영향계수 개발이 필요함을 알 수 있었다. 또한 국내 고속도로의 대표단면을 이용하여 수치해석을 실시한 결과, 아스팔트층의 두께가 얇을수록, 또한 아스팔트층의 탄성계수가 작을수록 경계면 상태에 큰 영향을 받음을 알 수 있었다. 포장구조해석시 주행차량의 수평하중을 고려하기 위하여 포장구조체 공용수명에 영향을 미치는 아스팔트층의 두께, 탄성계수, 그리고 경계면 조건으로부터 아스팔트층 하부의 인장변형률을 결정하는 인장변형률 예측식을 제안하였고, 공용중인 포장구조체의 두께와 탄성계수를 이용하여 인장변형률 예측식을 해석적으로 검증하였다. 또한 제안된 예측식을 이용하여 아스팔트층과 보조기층 사이의 접합여부에 따른 인장변형률 영향계수를 개발하였다.