• Title/Summary/Keyword: Regression Testing

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The Influence of Senior's Technical Stress and Self­-Efficacy on Entrepreneurial Intentions : Including Mediating Effects of the Resilience (시니어의 기술 스트레스와 자기효능감이 창업의지에 미치는 영향 : 회복탄력성의 매개효과를 포함하여)

  • Chang, Soo-jin
    • Journal of Venture Innovation
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    • v.2 no.1
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    • pp.93-118
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    • 2019
  • This study empirical analysed how senior's technical stress and self-efficacy affected entrepreneurial intentions and whether resilience functioned as a mediating effects between them. 207 data were collected from the field survey questionnaires administered to a convenience sample of senior men and women aged 40 and over who had entrepreneurial intentions. For hypothesis testing, the IBM SPSS Statistics 24.0 was used. Frequency analysis, exploratory factor analysis, correlation analysis, and hierarchical regression analysis were conducted. Empirical studies showed as follows. First, technical stress affected senior's entrepreneurial intentions. Second, self-efficacy turned out to affect senior's entrepreneurial intentions. Third, resilience came out to have a partial-mediating effects between technical stress and the senior's entrepreneurial intentions as well as between self-efficacy and the senior's entrepreneurial intentions. These research outcomes supported the preceding studies that self-efficacy played key roles in maximizing senior's entrepreneurial intentions and demonstrated the importance of self-efficacy as an independent variable for seniors to promote entrepreneurial activities with an intention of starting a new business. Furthermore, the technical stress newly introduced as an independent variable was found to be the next most important factor after the self-efficacy. The study also confirmed that the resilience has been doing an partial-mediating effects. However, it appeared that the technical stress affected the will of start-up, but it appeared to be a positive relationship. For generalization of this finding, further studies are required.

A Study on the Effect of Organizational Service Orientation on Job Satisfaction and Organization Performance - A Case of Buffet Restaurant Kitchen Employees in Deluxe Hotels - (조직의 서비스지향성이 종업원 직무만족과 조직성과에 미치는 영향: 특급호텔 뷔페레스토랑 주방을 중심으로)

  • Song, Heung-Gyu;Jung, Deok-Young
    • Culinary science and hospitality research
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    • v.19 no.3
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    • pp.87-104
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    • 2013
  • This study attempts to effectively manage service orientation for deluxe hotel buffet restaurant workers in the kitchen organization. For this, the organization's service orientation in the relationship between employees' job satisfaction and organization performance was empirically tested. A survey was conducted to 300 restaurant employees working in the buffet kitchen of deluxe hotels in seoul. 276 copies of questionnaire were selected to take a regression analysis using Amos 16.0. The results of the test are as follows. First, the effect of service orientation on employee's job satisfaction showed that service leadership and service system of service orientation were significant factors about it. Second, hypothesis testing for the effect of service orientation on organization performance showed that human resource management of service orientation was a significant factor about it. The effect of employee's job satisfaction on organizational performance was significant as shown in previous studies. In conclusion, service leadership and service system should be a priority in order to improve service orientation and job satisfaction because employee's job satisfaction and organization performance have a direct relationship.

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A Study on the Factors Influencing Start-up Investment Stage of IT-based Enterprises (IT 기반 창업기업의 초기 투자유치와 성장에 영향을 미치는 요인에 대한 탐색 연구)

  • Hwang, Byung Sun;An, Joonmo;Kon, Hyewon
    • Asia-Pacific Journal of Business Venturing and Entrepreneurship
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    • v.12 no.4
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    • pp.35-46
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    • 2017
  • The purpose of this study is to identify the characteristics of entrepreneurs and organizations related to the initial investment stage of IT-based entrepreneurs. Specifically, we examine the effects of founder-related characteristics such as background and experience of founders on the initial investment stage and explore how the organizational characteristics such as finance, human, and technology resources affect initial investment of start-up enterprise. To accomplish this study purpose, a questionnaire survey was conducted on entrepreneurs who were actually invested by government, angel, and VC. A total of 295 data were used for hypothesis testing, and the hypothesis was tested by hierarchical regression analysis. As a result of the study, it was found that founders who had experience of investment before or experienced in technology development had a significant influence on initial investment stage. In addition, it was confirmed that factors such as financial, human, and technology resources had significant positive effects on the initial investment stage. The results of this study make it possible to identify the competencies and characteristics required to attract investment to potential founders preparing for start-up in the future. It also provides information on how to formulate an effective human resource composition plan. Also, these results can be used as a basis for investment decision-making by providing investors with guidelines on investment selection criteria.

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Effects of Chronic Disease Management Based on Clinics for Blood Pressure or Glycemic Control in Patients with Hypertension or Type 2 Diabetes Mellitus (고혈압·당뇨병 환자의 혈압·혈당 조절에 미치는 의원 기반 만성질환관리사업의 효과)

  • Cheong, Won;Yim, Jun;Oh, Dae-Kyu;Im, Jeong-Soo;Ko, Kwang Pil;Kim, Yun Mi
    • Journal of agricultural medicine and community health
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    • v.38 no.2
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    • pp.108-115
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    • 2013
  • Objective: This study aimed to examine the effects of chronic disease management program based on clinics for blood pressure control or glycemic control in patients with hypertension or type 2 diabetes mellitus in Incheon. Methods: An observational follow up study was done on 11,501 patients registrated at clinics from January 1st to December 31st, 2010 in Incheon. Experience of education and mandatory laboratory tests were assessed with the registration data and income status was identified by National Health Insurance data. The odds ratio and 95% confidence intervals were derived from logistic regression models. Results: The experience of education has a positive effect for blood pressure control in the non-control group with hypertension at the time of registration (Odds ratio 1.357, confidence intervals: 1.112~1.655). The experience of mandatory laboratory tests has a positive effect for blood pressure control in the control group with hypertension at the time of registration (Odds ratio 1.738, confidence intervals: 1.387~2.178). But the effects of the experience of education and mandatory laboratory test in patients with type 2 diabetes mellitus were not identified. Conclusions: This study revealed the relationship between the experience of education or mandatory laboratory testing and blood pressure control in patients with hypertension.

Studies on the Drying Characteristics of Model Foods Using Computer Controls (컴퓨터 제어장치(制御裝置)를 이용한 모형식품(模型食品)의 건조특성(乾燥特性)에 관한 연구(硏究))

  • Park, Young Deok;Chang, Kyu Seob
    • Korean Journal of Agricultural Science
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    • v.19 no.2
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    • pp.179-186
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    • 1992
  • This experiment was carried out to study the drying characteristics of model foods containing moisture, protein and starch on different concentration of additives such as sodium chloride and sucrose. Textural properties of model foods were measured by using UTM(instron). The results obtained are summaried as follows: As starch content and solute concentration of model foods increase, drying time was extended. The multiple regression equations for drying characteristics of additive concentration ($X_1$, %), drying time ($X_3$, hr), drying temperature ($X_2$, OC), starch content($X_4$, %) are : $$E(MC)=58.282-5.197X_3-15.151X_4-0.145X_2+2.672X_1\;R^2=0.798\;(NaCl)$$ $$E(MC)=56.651-7.253X_3-0.183X_2-42.844X_1+3.025X_4\;R^2=0.858\;(Sucrose)$$ As starch content, drying temperature and solute concentation increased, he hard ness of model foods increased.

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A Study of the Causal Relationships between Social Work Education and Advocacy: The Mediating Effect of Social Work Values (사회복지 가치를 매개로 한 사회복지 교육과 옹호 태도 및 전략의 인과관계 분석)

  • Jeong, Sun-Young
    • Korean Journal of Social Welfare
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    • v.57 no.4
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    • pp.35-65
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    • 2005
  • The purpose of this study is to examine the Korean social workers' level of social work values and advocacy(attitudes and strategies) and to verify the relations among social work education, social work advocacy and social work values by examining whether social work education influences social work advocacy and social work values, and whether social work values affect social work advocacy. Further, this study wishes to confirm not only the direct effect that social work education has on social work advocacy, but also how social work education indirectly influences social work advocacy through social work values as a mediator. The research of this study was conducted on 242 social workers who have obtained social worker licenses and are currently working in the community centers. As survey tools, this study utilized social work advocacy attitudes, social work advocacy strategies, outcomes of social work education, social work values, self-esteem and locus of control. Collected data were analyzed by using SPSS/PC+ 12.0 for descriptive analysis, Pearson's correlation, reliability analysis, exploratory factor analysis and multiple regression. The research hypothesis was established according to the analysis method of the testing mediation of Baron & Kenny (1986) in order to examine whether social work values intervene between social work education and social work advocacy. The results of the hypothesis test confirm that social work values on the social level serve as a mediator variable.

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A Study on the Effects of the Type of Mixed Manning and the Ratio of Foreign Crew, the Acceptance and Adaptation of Cross-Culture to the Group Cohesiveness, Job Satisfaction and Organizational Commitment in Ship Organizations (외국인 선원의 혼승 형태와 비율, 이문화 수용 및 적응에 따른 선박조직의 집단응집성과 직무만족 및 조직몰입에 관한 연구)

  • Heo, Ki-Young;Kim, Jin-Pil;Shin, Yong-John
    • Journal of Navigation and Port Research
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    • v.38 no.5
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    • pp.527-539
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    • 2014
  • This study establishes the research model and sets up the hypothesis in order to analyze the effect of the type of mixed manning and the ratio of foreign crew on the group cohesiveness, job satisfaction and organizational commitment in ship organizations and the moderating effect of the acceptance and adaptation of cross-culture. For statistical hypothesis testing, it conducts a questionnaire survey targeting mixed manning ships and examines empirically the inter-variables relation through the regression. The result of empirical research is that the group cohesiveness, job satisfaction and organizational commitment in the ship organization of Korean master(chief engineer) and foreign officers is higher than that of Korean master and officers. Moreover, it is found that the group cohesiveness of 31~50% foreign crew group is less than that of the others. However, There is no moderating effects of the acceptance and adaptation of cross-culture. Additionally, it demonstrates the higher job satisfaction and organizational commitment in the stronger cohesiveness groups. The finding suggests the rationale that shipping and ship management companies could raise the group cohesiveness, job satisfaction and organizational commitment by moderating the type of mixed manning and the ratio of foreign crew.

True Triaxial Physical Model Experiment on Brittle Failure Grade and Failure Initiation Stress (취성파괴수준과 파괴개시시점에 관한 진삼축 모형실험연구)

  • Cheon, Dae-Sung;Park, Chan;Park, Chul-Whan;Jeon, Seok-Won
    • Tunnel and Underground Space
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    • v.17 no.2 s.67
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    • pp.128-138
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    • 2007
  • At low in-situ stress, the continuity and distribution of natural fractures in rock mass predominantly control the failure processes. However at high in-situ stress, the failure process are affected and eventually dominated by stress-induced fractures preferentially growing parallel to the excavation boundary. This fracturing is often observed in brittle type of failure such as slabbing or spatting. Recent studies on the stress- or excavation-induced damage of rock revealed its importance especially in a highly stressed regime. In order to evaluate the brittle failure around a deep underground opening, physical model experiments were carried out. For the experiments a new tue triaxial testing system was made. According to visual observation and acoustic emission detection, brittle failure grades were classified under three categories. The test results indicate that where higher horizontal stress, acting perpendicular $(S_{H2})$ and parallel $(S_{H1})$ to the axis of the tunnel respectively, were applied, the failure grade at a constant vertical stress level (Sy) was lowered. The failure initiation stress was also increased with the increasing $S_{H1}\;and\;S_{H2}$. From the multi-variable regression on failure initiation stress and true triaxial stress conditions, $f(S_v,\;S_{H1},\;S_{H2})$ was proposed.

Neural Networks-Genetic Algorithm Model for Modeling of Nonlinear Evaporation and Evapotranspiration Time Series 1. Theory and Application of the Model (비선형 증발량 및 증발산량 시계열의 모형화를 위한 신경망-유전자 알고리즘 모형 1. 모형의 이론과 적용)

  • Kim, Sung-Won;Kim, Hung-Soo
    • Journal of Korea Water Resources Association
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    • v.40 no.1 s.174
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    • pp.73-88
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    • 2007
  • The goal of this research is to develop and apply the generalized regression neural networks model(GRNNM) embedding genetic algorithm(GA) for the estimation and calculation of the pan evaporation(PE), which is missed or ungaged and of the alfalfa reference evapotranspiration ($ET_r$), which is not measured in South Korea. Since the observed data of the alfalfa 37. using Iysimeter have not been measured for a long time in South Korea, the Penman-Monteith(PM) method is used to estimate the observed alfalfa $ET_r$. In this research, we develop the COMBINE-GRNNM-GA(Type-1) model for the calculation of the optimal PE and the alfalfa $ET_r$. The suggested COMBINE-GRNNM-GA(Type-1) model is evaluated through training, testing, and reproduction processes. The COMBINE-GRNNM-GA(Type-1) model can evaluate the suggested climatic variables and also construct the reliable data for the PE and the alfalfa $ET_r$. We think that the constructive data could be used as the reference data for irrigation and drainage networks system in South Korea.

Assessing Biosecurity Practices on Commercial Pig Farms across Korea and Risk Factors for Porcine Circovirus Type 2 Infection (국내 양돈장의 차단방역 수준 평가 및 돼지써코바이러스 2형 감염의 위험요인에 관한 연구)

  • Choi, Sung-Hyun;Pak, Son-Il
    • Journal of Veterinary Clinics
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    • v.32 no.4
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    • pp.324-329
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    • 2015
  • The primary aim of this study was to investigate biosecurity practices in pig farms and to determine the major risk factors associated with PCV2 infection for a sampled swine population in Korea. To this end, we analyzed data from a cross-sectional study of 296 farrow-to-finish farms, which was conducted between March and September 2014 to explore the prevalence of swine disease at farm level. Face-to-face interviews by on-site visit of trained veterinarians were conducted with the farm owners or managers using a standardized questionnaires with information about basic demographical data and management practices. Farms were classified as negative or positive through the use of infection profiles that combined data on serological testing including PCR antigen test result, antibody titer and sero-conversion pattern at each age category taking into account vaccination status. Data were analyzed using multivariate ordinal logistic regression. Results from this study indicated that biosecurity level of the farms was considered not good given low compliance of the biosecurity programs and facilities in the farm: off-site removal of dead stocks (7%), off-site location of storage facility for incoming feeds (12.6%), off-site pick-up location for finishers (19.3%), restrictions on feed supplier vehicles for farm entrance (19.6%), restriction of finisher trucks entering the farm (22.4%), and restriction on manure disposal trucks entering the farm (26.4%). In the final model (n = 255), allowance of finisher truck driver to the pig unit had increased risk of infection (OR = 2.4, 95% CI 1.22-4.67) whereas farms with a sign forbidding the entrance had decreased risk of infection (OR = 0.19, 95% CI 0.10-0.58). Further comprehensive research with larger sample size is required to better understand the multifactorial characteristic that some predisposing risk factors that were not available in this study. To the best knowledge of the authors, this was the first study to use empirical data to report risk factors associated with PCV2 infection in the Korean pig farms. Results from the current study could be used to decide optimal biosecurity measures to reduce the impact of PCV2 infection to farmers and policy makers.