• Title/Summary/Keyword: Multiple Linear

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Determinants of Customer Loyalty in the Context of Online Shopping: A Comparative Analysis of Internet Shopping and Mobile Shopping (온라인 쇼핑 상황에서 고객충성도의 결정요인: 인터넷 쇼핑과 모바일 쇼핑의 비교 분석)

  • Koh, Joon;Choi, Sujeong;An, Baicheng
    • The Journal of the Korea Contents Association
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    • v.15 no.11
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    • pp.486-500
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    • 2015
  • This study focuses on customer loyalty that explains how firms can maintain long-term relationship with customers, in the internet shopping and mobile shopping contexts. Specifically, this study examines the key determinants of customer loyalty from two perspectives: service quality and shopping value. Concerning service quality, previous studies have long argued that it is a starting point of building customer loyalty. Shopping value is a key variable in capturing consumers' shopping motives. In this study, we consider two types of shopping value: usefulness as utilitarian value and enjoyment as hedonic value. Moreover, this study examines whether the effects of service quality and shopping value on customer loyalty differ depending on internet and mobile shopping groups. To test the proposed hypotheses, we conducted multiple linear regression analysis and chow test with a total of 199 data collected on users who have experience in internet shopping and mobile shopping. The key findings are as follows: First, in the internet shopping group, customer loyalty depends on service quality (responsiveness and empathy) and usefulness, whereas in the mobile shopping, it only depends on enjoyment. Second, the impacts of service quality and shopping value on customer loyalty are different depending on internet shopping and mobile shopping. The results imply that e-tailors should develop differential methods suitable for internet shopping or mobile shopping to enhance customer loyalty.

Analysis of the Factors Influencing the Image of the Construction Industry (건설 산업 이미지 영향 요인 분석에 관한 연구)

  • Kim, Sang-Bum;Lee, Jeong-Dae;Park, Min-Jea
    • Korean Journal of Construction Engineering and Management
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    • v.9 no.5
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    • pp.75-85
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    • 2008
  • The construction industry has been leading the growth of the nation's economy not only by providing with various infrastructure projects but also by positively impaction related industries such as crating numerous job opportunities. Relevant statistics show the production amount of construction taking about 17.5% of the GDP (Gross Domestic Product). In spite of its positive impacts on the economy, image of Korea construction industry is generally reflected as negative mainly because of its environmental disruption, low payment, bribe, fraudulent work and inefficiency. It brings students to be reluctant choosing the construction industry as their carrier path and governmental and principal research status. Therefore it has been difficult to recruit highly qualitied human resources to the industry while the morale of the whole industry has gradually become demoralized. To improve this stand, many domestic researchers carried out research projects for improving the image of Korea Construction Industry. This study also sympathizes with necessity of improving the negative image of construction industry to remain as one of the leading industry in the 21st century. Especially, this study focused on finding important factors which have significant influences on the image of the industry. Through out the research, image influence factors was identified by rigorous literature review and interviews as industrial and academic experts. Factors, then, categorized and used as the main framework for the survey which designed to fine the degree of impacts on the image of the construction industry. In analyzing the survey results, various statistical techniques was employed including factor analysis, Chi-Square-Test, Correlation Analysis and Multiple Linear Regression. Identified as the most influent factors to the image of the construction industry include morale of construction employee, and prospects the industry which of the judgement by payment, impacts on nation's economy, future of the industry, etc.

The Effects of Enterprise Size and Industry on the Employment Rate of People with Disabilities -Focusing on the Enterprises with Disability Employment Obligation That Hire at Least One Person with Disabilities- (기업의 규모와 산업이 장애인 고용률에 미치는 영향 -장애인 1인 이상 의무고용기업체를 중심으로-)

  • Kwon, Keedon;Kim, Hojin
    • Korean Journal of Social Welfare
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    • v.66 no.1
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    • pp.251-276
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    • 2014
  • This study scrutinizes the common sense in the field of disability employment that the bigger the size of a firm, the lower the employment rate of people with disabilities. This common sense has been established by conventional cross-tabulation and multiple regression analyses without taking into account possible interactions between the sizes of firms and the industries in which they operate. This study shows that the distribution of the disability employment rate violates the linearity and homoscedasticity assumptions of the OLS. In an effort to find models that explain the data better, this study fits the OLS model, the weighted linear regression model, and the multinomial logit model as well as the path analysis which is meant to examine the relationships between firm size and other variables relevant to disability employment. The result shows that, when an interaction term between firm size and industry is added to the model, firm size does not have any significant effect on disability employment rate for those firms with 100 or more regular employees, to the contrary of the findings of prior studies. It also demonstrates that other factors such as job setting, the extent of helpfulness of disability employment employers perceive, employers' care for disability, and employers' awareness of disability policies may matter more than does firm size. This study proposes that future research and policy implementation for disability employment should pay no less attention to industry and other factors mentioned above than to firm size.

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VARIABLE STARS IN THE REGION OF CYG OB3 ASSOCIATION CENTERED ON THE OPEN CLUSTER NGC 6871 I: δ SCUTI TYPE STARS (산개성단 NGC 6871을 중심으로 한 Cyg OB3 성협 영역의 변광성 I: δ Scuti 형 변광성)

  • Jeon, Young-Beom;Lee, Uiryeol;Park, Yoon-Ho;Kim, Donghyeon;Jang, Hyeeun;Cho, Sungyoon
    • Publications of The Korean Astronomical Society
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    • v.27 no.5
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    • pp.399-409
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    • 2012
  • As a part of the short-period variability survey (SPVS) at Bohyunsan Optical Astronomy Observatory, we obtained time-series BV CCD images in the region of Cyg OB3 association centered on the open cluster NGC 6871. The observations were performed for 18 nights from September 5, 2008 to September 1, 2009. We found 15 short-period variable stars in the region. They are ${\delta}$ Scuti type stars belonging to the local spiral arm, Orion spur. Among them, only two stars were previously known, and the rest are newly discovered ones. In this paper, we have performed a multiple-frequency analysis to determine frequencies of the 15 ${\delta}$ Scuti type stars, using the discrete Fourier transform and linear least-square fitting methods. One of the newly discovered variable stars is a double-mode ${\delta}$ Scuti type star with the fundamental and the first overtone modes, and two are high amplitude ${\delta}$ Scuti stars.

The study on the determinants of the number of job changes (중소기업 청년인턴 이직횟수 결정요인 분석)

  • Park, Sungik;Ryu, Jangsoo;Kim, Jonghan;Cho, Jangsik
    • Journal of the Korean Data and Information Science Society
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    • v.26 no.2
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    • pp.387-397
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    • 2015
  • In this paper, the determinants of the number of job changes in the SMEs (small and medium enterprises) youth-intern project is analysed, utilizing SMEs youth-intern DB and employment insurance DB. Since the number of job changes are count data which take integer values other than negative values, general linear regression analysis becomes inappropriate. Therefore, four models such as Poisson regression model, zero inflated Poisson regression model, negative binomial regression model and zero inflated negative binomial regression model are tried to fit count data. A zero inflated negative binomial regression model is selected to be the best model. Major results are the followings. First, the number of job changes is shown to be significantly smaller in the treatment group than in the control group. Second, the number of job changes turns out to be significantly smaller in the young-age group than in the old-age group. Third, it is also shown that the number of job changes of man is significantly greater than that of woman. Lastly, the number of job changes in the bigger firm is shown to be significantly less than that of the smaller firm.

A Study of the Retention Mechanism of the Monosubstituted Benzenes in Reversed-phase Liquid Chromatography (II) (역상 액체크로마토그래피에서 벤젠 일치환체들의 머무름 메카니즘에 관한 연구 (제 2 보))

  • Lee, Dai-Woon;Choi, Yong-Wook;Lee, Won
    • Journal of the Korean Chemical Society
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    • v.32 no.2
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    • pp.135-143
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    • 1988
  • The correlations between chromatographic parameters of monosubstituted benzenes and several physical parameters in reversed phase liquid chromatography were studied. The relationships between retention data and polarity index were investigated by plotting $log(log k'_S/k'_B)$ vs. $P'_S/P'_B$ which were relative retention and relative polarity index of monosubstituted benzenes with respect to benzene, respectively. The linear relationship between relative retention and polarity index was observed for the monosubstituted benzenes having polar group, while in case of those having nonpolar group, the good linearity was observed by combination with relative molecular weight i.e. $(P'_S/P'_B)/(MW_S/MW_B)$. Multivariant regression analysis, $a(P'_S/P'_B)+b(MW_S/MW_B)$+c did not give significantly better correlations compared to single variant analysis, $a[(P'_S/P'_B)/(MW_S/MW_B)]$+c, but multiple stepwise regression analysis was recommended when several physical parameters simultaneously were chosen. The best correlation between retention data for monosubstituted benzenes taken from the literature and substituent constant(${\pi}$), derived from hydrophobic parameter and the first order molecular connectivity index$(^1{\chi}^{\nu})$, was established for methanol/water mobile phase system. The larger the surface coverage of the stationary phase, the higher was the correlation coefficient between these two parameters and retention data.

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Local Drug Delivery System Using Biodegradable Polymers

  • Khang, Gil-Son;Rhee, John M.;Jeong, Je-Kyo;Lee, Jeong-Sik;Kim, Moon-Suk;Cho, Sun-Hang;Lee, Hai-Bang
    • Macromolecular Research
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    • v.11 no.4
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    • pp.207-223
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    • 2003
  • For last five years, we are developing the novel local drug delivery devices using biodegradable polymers, especially polylactide (PLA) and poly(D,L-lactide-co-glycolide) (PLGA) due to its relatively good biocompatibility, easily controlled biodegradability, good processability and only FDA approved synthetic degradable polymers. The relationship between various kinds of drug [water soluble small molecule drugs: gentamicin sulfate (GS), fentanyl citrate (FC), BCNU, azidothymidine (AZT), pamidronate (ADP), $1,25(OH)_2$ vitamin $D_3$, water insoluble small molecule drugs: fentanyl, ipriflavone (IP) and nifedipine, and water soluble large peptide molecule drug: nerve growth factor (NGF), and Japanese encephalitis virus (JEV)], different types of geometrical devices [microspheres (MSs), microcapsule, nanoparticle, wafers, pellet, beads, multiple-layered beads, implants, fiber, scaffolds, and films], and pharmacological activity are proposed and discussed for the application of pharmaceutics and tissue engineering. Also, local drug delivery devices proposed in this work are introduced in view of preparation method, drug release behavior, biocompatibility, pharmacological effect, and animal studies. In conclusion, we can control the drug release profiles varying with the preparation, formulation and geometrical parameters. Moreover, any types of drug were successfully applicable to achieve linear sustained release from short period ($1{\sim}3$ days) to long period (over 2 months). It is very important to design a suitable formulation for the wanting period of bioactive molecules loaded in biodegradable polymers for the local delivery of drug. The drug release is affected by many factors such as hydrophilicity of drug, electric charge of drug, drug loading amount, polymer molecular weight, the monomer composition, the size of implants, the applied fabrication techniques, and so on. It is well known that the commercialization of new drug needs a lot of cost of money (average: over 10 million US dollar per one drug) and time (average: above 9 years) whereas the development of DDS and high effective generic drug might be need relatively low investment with a short time period. Also, one core technology of DDS can be applicable to many drugs for the market needs. From these reasons, the DDS research on potent generic drugs might be suitable for less risk and high return.

Effect of Clinical Nurses's Basic Psychological Need, Self-Leadership and Job Stress on Nursing Performance (임상간호사의 기본심리욕구, 셀프리더십, 직무스트레스가 간호업무 성과에 미치는 영향)

  • Cho, Young-Mun;Choi, Mun-Sim
    • Journal of Digital Convergence
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    • v.14 no.8
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    • pp.343-353
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    • 2016
  • This study was done to identify variables predicting of nursing performance with basic psychological need, self-leadership and job stress in clinical nurses. The participants were 160 clinical nurses, located in P city and D province in korea. Data were collected from Feb to March, 2016 by questionnaire survey. Data analysis was done by using SPSS WIN 18.0 program with independent t-test and analysis of variance, Pearson's correlation analysis, and multiple linear regression. This study shows positive correlations between nursing performance and basic psychological needs(r=.59, p<.001), autonomy(r=.31, p<.001), competency(r=.68, p<.001), relatedness(r=.48, p<.001), self-leadership(r=.58, p<.001), job stress(r=.19, p<.05). Basic psychological needs(${\beta}$=.43), self-leadership(${\beta}$=.33), job stress(${\beta}$=.21) have a 47.3%(Adj $R^2$ .473) explanatory power for the nursing performance in clinical nurses. This study confirmed that basic psychological needs, self-leadership and job stress were identified to improve nursing performance. Therefore we should develop programs in order to increase basic psychological needs and self-leadership.

The Effect of Job Stress and Job Satisfaction on Professional Self-Concept in Nurses (간호사의 직무스트레스와 직무만족이 전문직 자아개념에 미치는 영향)

  • Lee, Sun-young;Lee, Jeong-sook;Kim, So-yeun;Lee, Ji-young
    • Journal of Digital Convergence
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    • v.15 no.9
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    • pp.273-281
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    • 2017
  • This study was to investigate the effect of job stress and job satisfaction on professional self-concept in nurses. A questionnaire was completed by 196 general hospital employed nurses from October to November 2016. The study instruments comprised professional job stress and job satisfaction, professional self-concept. The data were analyzed by descriptive statistics, t-test, ANOVA, Pearson's correlation coefficients, and multiple linear regression using SPSS/WIN 21.0 program. Professional self-concept was closely related to age(F=4.356, p=.014), marital status(t=4.345, p<.001), education(F=33.411, p<.001). The significant factors influencing professional self-concept were job stress(${\beta}=-0.456$, p<.001), job satisfaction(${\beta}=0.409$, p<.001), education(${\beta}=0.106$, p=.019), and with the explanation power of 67.1%. It is necessary to prepare early identification and resolution of factors related to job stress, and this will help to enhance the professional self concept as well as job satisfaction.

Convergence Study on Relationship between Workplace Violence and Mental Health for Subway Workers (지하철 근로자의 직장 내 폭력과 정신건강과의 관련성에 대한 융복합 연구)

  • Choi, Suk-Kyong
    • Journal of Digital Convergence
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    • v.14 no.11
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    • pp.379-388
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    • 2016
  • This study was aimed at identifying the actual state of workplace violence based on a survey conducted to 876 subway workers in Seoul and determining the relationship between workplace violence and mental health of workers. Data were collected via web site, using a structured questionnaire and for the analysis of the data, a multiple linear regression analysis was carried out by the statistical program SPSS 20.0. According to the results, the perpetrators of violence turned out to be "passengers" in all types of workplace violence: physical violence, verbal violence, sexual harassment and disregard for personality. As for the relationship between workplace violence and the mental health of the workers, statistically significant differences were shown between all the above mentioned workplace violence types and sub-areas of mental health. Also, as for the impact of workplace violence on the mental health of the workers, significant differences were found in physical violence, sexual harassment and disregard for personality, with 8.3 percent of explanatory power. Based on these findings, the study suggests the establishment and the application of customer interaction guidelines to protect subway workers from workplace violence along with specific measures customized for each work environment to prevent violence.