• 제목/요약/키워드: Interaction Effects

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Multifactor Dimensionality Reduction (MDR) Analysis to Detect Single Nucleotide Polymorphisms Associated with a Carcass Trait in a Hanwoo Population

  • Lee, Jea-Young;Kwon, Jae-Chul;Kim, Jong-Joo
    • Asian-Australasian Journal of Animal Sciences
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    • 제21권6호
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    • pp.784-788
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    • 2008
  • Studies to detect genes responsible for economic traits in farm animals have been performed using parametric linear models. A non-parametric, model-free approach using the 'expanded multifactor-dimensionality reduction (MDR) method' considering high dimensionalities of interaction effects between multiple single nucleotide polymorphisms (SNPs), was applied to identify interaction effects of SNPs responsible for carcass traits in a Hanwoo beef cattle population. Data were obtained from the Hanwoo Improvement Center, National Agricultural Cooperation Federation, Korea, and comprised 299 steers from 16 paternal half-sib proven sires that were delivered in Namwon or Daegwanryong livestock testing stations between spring of 2002 and fall of 2003. For each steer at approximately 722 days of age, the Longssimus dorsi muscle area (LMA) was measured after slaughter. Three functional SNPs (19_1, 18_4, 28_2) near the microsatellite marker ILSTS035 on BTA6, around which the QTL for meat quality were previously detected, were assessed. Application of the expanded MDR method revealed the best model with an interaction effect between the SNPs 19_1 and 28_2, while only one main effect of SNP19_1 was statistically significant for LMA (p<0.01) under a general linear mixed model. Our results suggest that the expanded MDR method better identifies interaction effects between multiple genes that are related to polygenic traits, and that the method is an alternative to the current model choices to find associations of multiple functional SNPs and/or their interaction effects with economic traits in livestock populations.

Hydrodynamic Interaction Effects Between Vessels in Confined Waters (제한수역에서 항행선박이 계류중인 선박에 미치는 간섭영향에 관한 연구)

  • Lee, Chun-Ki
    • Journal of Navigation and Port Research
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    • 제35권10호
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    • pp.799-804
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    • 2011
  • The hydrodynamic interaction effects between the multi-bodies can not be neglected when vessels are close to each other in congested and confined waters, such as in a harbour or narrow channel. Increase in speed and size of modern vessels make it necessary to consider this interaction effects when designing harbours and navigation channels. In this research, the hydrodynamic interaction effects of the spacing between vessels and water depth along with ship's velocity are summarized and discussed. The goal of this research is to propose a guideline of appropriate speed and distance between passing and moored vessels to avoid the influence of hydrodynamic forces and to navigate safely in confined sea areas.

Effects of SNS Characteristics on SNS Engagement and Consumer Brand Engagement

  • CHO, Byung-Kwan;SHIN, Hyang-Sook
    • The Korean Journal of Franchise Management
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    • 제11권2호
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    • pp.23-39
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    • 2020
  • Purpose: Social Network Sites(SNS) have been grown up as a public communication channel consumer frequently participate in. Most of food service brands are utilizing social media for advertising recently. As a result of SNS marketing, food service brands anticipate positive outputs from SNS engagement and consumer brand engagement so that we need to verify structural relationship among SNS characteristics, SNS engagement and consumer brand engagement. Research design, data, and methodology: This study identifies that SNS characteristics have effects on SNS engagement and examines relationship between SNS engagement and behavioral engagement. We conceptualize SNS characteristics as information quality, hedonic level and interaction. Furthermore, SNS engagement is composed of SNS participation, positive word of mouth(WOM). In order to verify the purposes of this research, research model and hypotheses were developed. All constructs were measured with multiple items developed and tested in the previous studies. Sample data were collected from 433 online survey panels and analyzed by using SmartPLS 3.2.9. Result: The findings of this research are as follows. First, information quality is positively related with SNS participation. Hedonic level and interaction have impacts on SNS participation and positive WOM respectively. Second, SNS participation has positive effects on positive WOM. Third, both SNS participation and WOM influence behavioral engagement respectively. Conclusions: The implications demonstrate that SNS characteristics such as information quality and hedonic level and interaction exert effects for consumer to participate in SNS brand page. Meanwhile, hedonic level and interaction influence on positive WOM but information quality doesn't. SNS participation and positive WOM affect consumer to engage in specific brand behaviorally as well. Therefore, food service brand marketer is required to manage SNS information quality and hedonic level and interaction among members to encourage SNS participation and positive WOM. As SNS participation and positive WOM increases behavioral engagement of consumer, marketer needs to incentivize SNS participation and look after situation of positive WOM and respond swiftly.

The Effects of Intramolecular Interactions of Random Copolymers on the Phase Behavior of Polymer Mixtures

  • Kim, M. J.;J. E. Yoo;Park, H. K.;Kim, C. K.
    • Macromolecular Research
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    • 제10권2호
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    • pp.91-96
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    • 2002
  • To explore the effects of intramolecular interactions within the copolymer on the phase separation behavior of polymer blends, copolymers having two different types of intramolecular interactions, i.e., intramolecular repulsion and intramolecular attraction were prepared . In this study, poly(styrene-co-methylmethacrylate) (P(S-MMA)) having intramolecular repulsion caused by positive interaction between styrene and MMA and poly(styrene-co-ethyl-methacrylate) (P(S-EMA)) and poly(styrene-co-cyclohexylmethacrylate) (P(S-CHMA)) having intramolecular attraction caused by negative interaction between styrene and methacrylate were blended with tetramethyl poly-carbonate (TMPC). The phase behavior of blends was examined as a function of copolymer composition and blend composition. TMPC formed miscible blends with styrenic copolymers containing less than certain amount of methacrylate. The phase separation temperature of TMPC blends with copolymer such as P(S-MMA) and P(S-EMA), first increases with methacrylate content, goes through a maximum and then decreases just prior to the limiting content of methacrylate for miscibility, while that of TMPC blends with P(S-CHMA) always decreases. The calculated interaction energy for TMPC-P(S-EMA) pair is negative and monotonically increases with EMA content of the copolymer. Such behavior contradicted the general notion that systems with more favorable energetic interactions have higher LCST, The detailed inspection of the lattice-fluid theory related to the phase behavior was performed to explain such behavior.

Analysis of Relationship between Infants' Emotionality Temperament and Parenting Stress in Terms of Interaction Effects of Maternal Factors (영아 정서성기질과 어머니 양육스트레스 간의 관계: 어머니 특성의 상호작용효과)

  • Min, Don-Gok;Park, Hye-Won
    • Journal of the Korean Home Economics Association
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    • 제50권3호
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    • pp.51-58
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    • 2012
  • This study investigated the relationship between infants' temperament and mothers' parenting stress. This investigation is done by focusing on the interaction effects between the infants' temperament and maternal factors. A total of 1,120 infants and their mothers from a national sample were selected as subjects for carrying this investigation. The EAS (Emotionality, Activity and Sociality) Temperament Survey for Children: Parental Ratings was used to measure the infants' emotionality temperament, and PSI-SF(Parenting Stress Index-Short Form), KMSS(Kansas Marital Satisfaction Scale) and a survey on socio-demographic variables were used for the maternal factors. Two-way ANOVA revealed that the parenting stress was significantly different according to the infants'emotionality temperament. Most importantly, there were significant interaction effects between the infants' emotionality temperament and maternal factors(education level, employment status and marital satisfaction). The results were discussed in terms of the goodness of fit of the temperament and parenting models.

Effects of Sex Education on Condom Attitudes and Condom Use Intention among Undergraduate Students - Dramaturgical interaction approach - (연극학적 상호작용 모델에 근거한 성교육이 남녀 대학생의 콘돔에 대한 태도와 콘돔사용의향에 미치는 효과)

  • Cho, Eun-Jung
    • Research in Community and Public Health Nursing
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    • 제17권2호
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    • pp.223-234
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    • 2006
  • Purpose: This study was conducted to identify the effects of sexual health education guided by dramaturgical interaction on condom attitudes and intention to use a condom among undergraduate students. Method: Seventy-one female and 23 male volunteers at a university in D metropolitan city participated in the study with an one group pretest-posttest design. The intervention was implemented for five weeks in October 2003 with a short course including group works to encourage university students' social skills In condom use negotiations and condom purchase by using a dramaturgical interaction model. A confidential questionnaire was administered at baseline and post-intervention, and changes in condom attitudes and intention to use a condom were measured. Result: The self-report of female subjects showed significant positive changes in two out of the five condom attitudes domains, such assailability and effectiveness(p<.001) embarrassment about negotiation and use(p<.05), while male subjects showed no change in each of the condom attitudes domains. No significant difference was found in intention to use a condom after the intervention. Conclusion: Sexual health education planned to encourage social skills in condom use by using the dramaturgical interaction model was found to have positive effects on female university students' condom attitudes. A more rigorously designed trial is needed to develop a comprehensive sexual health promotion programme that targets both cognitive and behavioral changes among sexually active Young adults within community.

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Development of Computer Assisted Instruction Program in Multimedia Environment and its Effects on Science Achievement and Attitude towards Science Learning (멀티미디어 과학 학습 프로그램의 개발과 과학 학업 성취, 학습에 대한 태도에 미치는 효과 연구)

  • Lim, Hye-Young;An, Hui-Soo
    • Journal of The Korean Association For Science Education
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    • 제19권4호
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    • pp.595-603
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    • 1999
  • The purpose of this study was to develop the computer assisted instruction program in multimedia environment, to examine the relative effects of two types of multimedia learning on science achievement and attitude towards science learning and to investigate the effects of treatment and students' learning ability. The results of this study were summarized as follows: 1. On science achievement; The multimedia learnings were more effective than the traditional one. Difference between multimedia learning I (through individualistic learning) and multimedia learning II(through peer interaction) was not significant. There was not interaction effect of treatment and students' learning ability. 2. On attitude towards science learning; The multimedia learnings were more effective than the traditional one. The multimedia learning I (through individualistic learning) was more effective than the multimedia learning II (through peer interaction). There was no interaction of treatment and students' learning ability. 3. On students' perceptions on multimedia learning; The students in the multimedia classes showed the multimedia learning were good in causing interest. making students absorbed in studies, and giving many learning materials, but not good in a couple of points such as making students bored and not explaining in detail.

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Major gene interaction identification in Hanwoo by adjusted environmental effects (환경적인 요인을 보정한 한우의 우수 유전자 조합 선별)

  • Lee, Jea-Young;Jin, Mi-Hyun
    • Journal of the Korean Data and Information Science Society
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    • 제23권3호
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    • pp.467-474
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    • 2012
  • Human diseases and livestock economic traits are not typically the result of variation of a single genetic locus, but are rather the result of interplay between interactions among multiple genes and a variety of environmental exposures. We have used linear regression model for adjusted environmental effects and multifactor dimensionality reduction (MDR) method to identify gene-gene interaction effect of statistical model in general. Of course, we use 5 SNPs (single uncleotide polymorphism) which were studied recently by Oh et al. (2011). We apply the MDR (multifactor demensionality reduction) method on the identify major interaction effects of single nucleotide polymorphisms responsible for economic traits in a Korean cattle population.

The Effects of Online Brand Community Members' Interactions on Values, Participation, and Brand Loyalty: The Mediating Effects of Virtual Interactivity

  • Yongsoo, HA;Alona J., GUBALANE
    • The Journal of Economics, Marketing and Management
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    • 제11권1호
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    • pp.1-12
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    • 2023
  • Purpose: This study identified the effects of the three types of consumer interactions on the utilitarian and hedonic values experienced by community members, their degree of participation, and brand loyalty. In addition, the mediating effect of virtual interactivity between the interactions that occur within the online brand community and the value experienced by community members was also identified. Research design, data and methodology: An online survey was distributed, and the data gathered was analyzed using structural equations modeling. Results: Test results showed that product-information interaction has a positive effect on utilitarian value and interpersonal interaction has a positive effect on hedonic value. Human-computer interaction was found to have a negative effect on hedonic value and no significant effect on utilitarian value. Furthermore, it was revealed that among the three types of interactions, virtual interactivity had a mediating effect only in the relationship between human-computer interaction and hedonic value. Moreover, utilitarian values experienced by community members affected their level of participation which ultimately enhances brand loyalty. Hedonic value did not affect their level of participation within the online brand community. Conclusions: When marketers establish online brand community strategies, they must place elements that can directly help the use of brands and products.

Genotype-by-Environment Interaction in Yield of Sesame

  • Shim, Kang-Bo;Kang, Churl-Whan;Kim, Dong-Hee;Park, Jang-Whan
    • KOREAN JOURNAL OF CROP SCIENCE
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    • 제48권2호
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    • pp.65-67
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    • 2003
  • This study was conducted to analyze the effects of genotypes, environments and interaction of G$\times$E on yields of sesame grown in seven different environments by AMMI analysis. Environments accounted for the largest (91 %) proportion of the sums of squares, followed by G$\times$E (8%) and genotypes (1%) Therefore, G$\times$E effects are theoretically eight times as important as G effects. G2 (Yanghukkae) has the largest IPCAI scores indicating higher G$\times$E interaction. G3 (Suwon 171) was near zero score of IPCAI suggesting higher stability than others in yield component. Most of environments except for Iksan area shows different G$\times$E effects by years, which means Iksan is optimal area for multi-environmental adaptation evaluation in sesame breeding programs. According to this experiment, it is concluded that maximization of grain yield through environments can be achieved by specific genotypes in specific environments.