• Title/Summary/Keyword: Mixed effects model

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The Effect of Pursued Benefits on Repurchase Intention when Consumers are Satisfied/Dissatisfied with Fashion Product Purchase -The Moderating Effect of Consumers' Hyperopic Disposition- (구매 후 만족·불만족 상황에서 패션제품의 추구편익이 재구매 의도에 미치는 영향 -소비자의 원시안적 특성의 조절효과를 중심으로-)

  • Seo, Hyeon Yeong;Yeo, Jun Sang;Hwang, Sun Jin
    • Journal of the Korean Society of Clothing and Textiles
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    • v.36 no.10
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    • pp.1040-1049
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    • 2012
  • This study examines the effects of pursued benefits and satisfaction (or dissatisfaction) on repurchase intentions. The research was comprised of a 2 (satisfaction after purchase: satisfaction versus dissatisfaction) ${\times}2$ (product benefit type: utilitarian benefit versus hedonic benefit) ${\times}2$ (hyperopic disposition: high versus low) model, designed with three mixed elements. The subject participants of this study were 168 female university students aged 20 to 29 from the Seoul, Gyeong-gi do, and Chung-cheong do areas. We performed a reliability analysis, T-test, and ANOVA using the SPSS statistic package. The results of this study are summarized as follows. In terms of product benefit that influences repurchase intention based on whether a consumer has experienced satisfaction after purchasing a fashion product, repurchase intention was high for hedonic benefits regardless of the level of satisfaction or dissatisfaction after a purchase. However, we found a significant difference in preference when the hyperopic disposition of a consumer was taken into account. When dissatisfied with a purchase, consumers with low levels of hyperopic disposition displayed higher repurchase intentions for the products of hedonic benefit than those of utilitarian benefits. However, when dissatisfied with a purchase, consumers with high levels of hyperopic disposition displayed low levels of repurchase intention regardless of the type of product benefit. When consumers are satisfied with a purchase, they are more likely to repurchase hedonic products than utilitarian products.

Mode of Action of Water Soluble β-Glucan from Oat (Avena sativa) on Calorie Restriction Effect In-Vitro and In-Vivo Animal Models (In-Vitro, In-Vivo 동물모델에서 귀리 유래 수용성 베타-글루칸의 칼로리 제한 효과 작용기전 규명)

  • Kang, Hanna;Kim, Se-Chan;Kang, Yong Soo;Kwon, Young-In
    • The Korean Journal of Food And Nutrition
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    • v.30 no.6
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    • pp.1222-1228
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    • 2017
  • In the current study, we investigated the inhibitory activity of water soluble ${\beta}-glucan$ from oat (Avena sativa) against various digestive enzymes such as ${\alpha}-glucosidase$, sucrase, maltase and glucoamylase. Inhibition of these enzymes involved in the absorption of disaccharide can significantly decrease the post-prandial increase of blood glucose level after a mixed carbohydrate diet. The ${\beta}-glucan$ had the highest documented rate of small intestinal sucrase inhibitory activity (2.83 mg/mL, $IC_{50}$) relevant for potentially managing post-prandial hyperglycemia. Furthermore, we evaluated the effects of ${\beta}-glucan$ on the level of post-prandial blood glucose in animal model. The post-prandial blood glucose levels were tested two hours after sucrose/starch administration, with and without ${\beta}-glucan$ (100, and 500 mg/kg-body weight). The maximum blood glucose levels (Cmax) of ${\beta}-glucan$ administration group were decreased by about 23% (from $219.06{\pm}27.82$ to $190.44{\pm}13.18$, p<0.05) and 10% (from $182.44{\pm}13.77$ to $165.64{\pm}10.59$, p<0.01) in starch and sucrose loading test, respectively, when compared to control in pharmacodynamics study. The ${\beta}-Glucan$ administration significantly lowered the mean, maximum, and minimum level of post-prandial blood glucose at 30 min after meal. In view of the foregoing, it is felt that our findings suggest that ${\beta}-glucan$ from oat serves to reduce post-prandial blood glucose rise secondary to slower absorption of glucose in the small intestine, via carbohydrate hydrolyzing enzymes inhibition.

Association of Leptin Polymorphism with Production, Reproduction and Plasma Glucose Level in Iranian Holstein Cows

  • Moussavi, A. Heravi;Ahouei, M.;Nassiry, M.R.;Javadmanesh, A.
    • Asian-Australasian Journal of Animal Sciences
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    • v.19 no.5
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    • pp.627-631
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    • 2006
  • The objective of this study was to evaluate the association of genetic differences in the bovine leptin gene and milk yield, reproduction, body condition score (BCS), and plasma glucose level in Iranian Holstein cows. In total, two hundred and thirty eight cows were used and genotyped for a restricted fragment length polymorphism at the leptin gene locus. Two genotypes, AA and AB, have been distinguished which have the frequencies of 0.89 and 0.11, respectively. The genotypes were distributed according to the Hardy - Weinberg equilibrium ($x^2$ = 0.733). During the first 12 wk of lactation, milk yield and composition, live weight, BCS and plasma glucose were measured in 50 cows. Data were analyzed based on a repeated measures ANOVA. During this period, milk yield and composition, live weight, BCS and plasma glucose level were similar among the genotypes. The first cumulative 60-d milk yield, 305-d milk yield, days to first breeding, days open and days from first breeding to conception using previous lactation records were also analyzed using Standard Least Square within mixed models. Fixed effects were year, season, parity and age at calving, and sire. For the reproductive traits the cumulative first 60-d milk yield was also added to the model. Animal was fitted as a random effect. A significant association was detected between the RFLP-AB genotype and 305-d milk yield (p<0.05). The first 60-d cumulative milk yield was similar for the two genotypes (p = 0.21) and tended to be higher in the heterozygous cows. The heterozygous genotypes at the above mentioned locus had a trend to better reproductive performance than the homozygous. The results demonstrate that the RFLP B-allele can yield a higher 305-d milk production with a trend to better reproductive performance.

Identification of genes related to intramuscular fat content of pigs using genome-wide association study

  • Won, Sohyoung;Jung, Jaehoon;Park, Eungwoo;Kim, Heebal
    • Asian-Australasian Journal of Animal Sciences
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    • v.31 no.2
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    • pp.157-162
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    • 2018
  • Objective: The aim of this study is to identify single nucleotide polymorphisms (SNPs) and genes related to pig IMF and estimate the heritability of intramuscular fat content (IMF). Methods: Genome-wide association study (GWAS) on 704 inbred Berkshires was performed for IMF. To consider the inbreeding among samples, associations of the SNPs with IMF were tested as random effects in a mixed linear model using the genetic relationship matrix by GEMMA. Significant genes were compared with reported pig IMF quantitative trait loci (QTL) regions and functional classification of the identified genes were also performed. Heritability of IMF was estimated by GCTA tool. Results: Total 365 SNPs were found to be significant from a cutoff of p-value <0.01 and the 365 significant SNPs were annotated across 120 genes. Twenty five genes were on pig IMF QTL regions. Bone morphogenetic protein-binding endothelial cell precursor-derived regulator, forkhead box protein O1, ectodysplasin A receptor, ring finger protein 149, cluster of differentiation, tyrosine-protein phosphatase non-receptor type 1, SRY (sex determining region Y)-box 9 (SOX9), MYC proto-oncogene, and macrophage migration inhibitory factor were related to mitogen-activated protein kinase pathway, which regulates the differentiation to adipocytes. These genes and the genes mapped on QTLs could be the candidate genes affecting IMF. Heritability of IMF was estimated as 0.52, which was relatively high, suggesting that a considerable portion of the total variance of IMF is explained by the SNP information. Conclusion: Our results can contribute to breeding pigs with better IMF and therefore, producing pork with better sensory qualities.

Seasonal effectiveness of a Korean traditional deciduous windbreak in reducing wind speed

  • Koh, Insu;Park, Chan-Ryul;Kang, Wanmo;Lee, Dowon
    • Journal of Ecology and Environment
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    • v.37 no.2
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    • pp.91-97
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    • 2014
  • Little is known about how the increased porosity of a deciduous windbreak, which results from loss of leaves, influences wind speed reduction. We hypothesized that, with loss of foliage, the wind speed reduction effectiveness of a deciduous windbreak decreases on near leeward side but not on further leeward side and that wind speed recovers faster in the full foliage season than in other seasons. During summer, autumn, and winter (full, medium, and non-foliage season, respectively), we observed wind speed and direction around a deciduous windbreak in a traditional Korean village on windward and near and further leeward sides (at -8H, 2H, and 6H; H = 20 m, a windbreak height). We used a linear mixed effects model to determine that the relative wind speed reduction at 2H significantly decreased from 83% to 48% ($F_{2,111.97}=73.6$, P < 0.0001) with the loss of foliage. However, the relative wind speed reduction at 6H significantly increased from 26% to 43% ($F_{2,98.54}=18.5$, P < 0.0001). Consequently, wind speed recovery rate between 2H and 6H in summer was two times higher than in autumn and ten times higher than in winter ($F_{2,102.93}=223.1$, P < 0.0001). These results indicate that deciduous windbreaks with full foliage seem to induce large turbulence and increase wind speed recovery rate on leeward side. Our study suggests that further research is needed to find the optimal foliage density of a deciduous windbreak for maximizing windbreak effectiveness regardless of seasonal foliage changes.

Changing Wheat Quality with the Modification of Storage Protein Structure

  • Tamas, Laszlo;Bekes, Ferenc;Morrell, Matthew K.;Appels, Rudi
    • Journal of Plant Biotechnology
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    • v.1 no.1
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    • pp.13-19
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    • 1999
  • The visco-elastic properties of gluten are major determinants of the processing properties of doughs. These visco-elastic properties are strongly influenced by the ratio of monomeric and polymeric proteins and the size distribution of the polymeric proteins, which make up the gluten fraction of the dough. Recent studies have revealed that other features, such as the number of the cysteine residues of the HMW-GS, also play an important role in determining the functional characteristics. To modify the processing properties at molecular level, the relationship between the structure of molecules and dough properties has to be understood. In order to explore the relationships between individual proteins and dough properties, we have developed procedures for incorporating bacterially expressed proteins into doughs, and measuring their functional properties in small-scale equipment. A major problem in investigating the structure/function relationships of individual seed storage proteins is to obtain sufficient amounts of pure polypeptides from the complex families of proteins expressed in the endosperm. Therefore, we have established a simplified model system in which we produce specific protein genes through bacterial expression and test their functional properties in smallscale apparatus after incorporation into base flour. An S poor protein gene has been chosen as a template gene. This template gene has been modified using standard recombinant DNA techniques in order to test the effects of varying the number and position of cysteine residues, and the size of the protein. Doughs have been mixed in small scale apparatus and characterized with respect to their polymeric composition and their functional properties, including dough mixing, extensibility and small scale bating. We conclude that dough characteristics can be manipulated in a predictable manner by altering the cysteine residues and the size of high molecular weight glutenins.

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A Program Development of Social Justice for Mathematics Education (사회정의를 위한 수학교육 프로그램 개발)

  • Park, Mangoo
    • Journal of Elementary Mathematics Education in Korea
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    • v.22 no.1
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    • pp.47-67
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    • 2018
  • The purpose of this study is to develop an elementary mathematics education program for social justice. In the two years of research including literature review and development of a teaching model, forty 6th grade elementary students at two schools in Seoul participated as participants for verification of the effectiveness of the program. Parents' SES in each group is in the high and average levels, respectively. The students participated in 12 mathematical classes for social justice, and the effects of mathematics education for social justice were tested by using mixed method. As a result of the study, students' perceptions of mathematics and tendency toward mathematics were changed positively. The results of this study showed that students' perceptions on mathematics and tendency toward mathematics were influenced by individual ability, inclination, and condition rather than parents' socio-economic environments. It is necessary to develop high qualified and diverse mathematical materials for social justice in order to cultivate creative convergence ability that flexibly copes with future society. It is also necessary for teachers to look at mathematics education in a broader and deeper perspective such as seeing mathematics with humanistic imagination.

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The Effect of Buthus martensi Karsch Herbal-acupuncture on Immune Responses to Adjuvant Induced Arthritis in Rats (전갈약침이 adjuvant 유발 흰쥐의 관절활액막내 cytokine과 prostaglandin E2에 미치는 영향)

  • Song, In-Kwang;Choi, Woo-Shik;Park, Joon-Sung;Lee, Seung-Deok;Kim, Kap-Sung
    • Journal of Acupuncture Research
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    • v.19 no.2
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    • pp.177-188
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    • 2002
  • Objective : The purpose of this study is to investigate the immunohistological effect of Buthus martensi Karsch Herbal-acupuncture in treating the arthritis, performed several experimental items : those are paw edema, $IL-1{\beta}$, IL-6, IL-8, $TNF-{\alpha}$ and $PGE_2$. Methods : All the male Sprague Dawley rats used in this study were bred and maintaned in our pathogen-free rat colony and were 8 weeks of age at the start of to experiment. The experimental model of arthritis was induced by injection of $50{\mu}g/{\mu}{\ell}$ adjuvant(mineral oil mixed Mycobacterium butyricum). Buthus martensi Karsch Herbal-acupuncture was injected into ST36(足三里) of rats daily for 21 days. Immunohistological analysis was carried out to assess paw edema, $IL-1{\beta}$, IL-6, IL-8, $TNF-{\alpha}$ and $PGE_2$ expression in synovial membrane and sera Buthus martensi Karsch Herbal-acupuncture injected. Results : Buthus martensi Karsch Herbal-acupuncture group showed a decrease with statistical significance, in paw edema, $IL-1{\beta}$, IL-6, IL-8, $TNF-{\alpha}$ and $PGE_2$ in synovial membrane and sera compared with control group. Conclusion : Buthus martensi Karsch Herbal-acupuncture stimulation inhibited the development of immunity to adjuvant induced arthritis in rats. Thus, Buthus martensi Karsch Herbal-acupuncture may have preventive effects on autoimmune inflammatory joint diseases as arthritis. The effect of Buthus martensi Karsch Herbal-acupuncture on the immune function and the disease activity in patients with arthritis warrants further investigation.

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A Questionnaire Design Strategy for Enhancing the Rationality and Testing for the Validity of Choice Experiments Using Example Choice Questions (Choice Experiments의 합리성 제고 및 타당성 검증을 위한 설문지 디자인 연구 - 예제 도입 방안을 중심으로 -)

  • Kim, Yong-Joo
    • Environmental and Resource Economics Review
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    • v.14 no.1
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    • pp.1-24
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    • 2005
  • One of the most important factors that determine the quality of a stated preference study is questionnaire design. This study introduces strategies for enhancing the rationality and testing for the validity of choice experiments(CE) using "example" choice questions that mimic the main choice questions. From the case study of WTP for reduced radon radiation exposures in the home, the study found that screening out irrational responses, 12% of the effective responses, resulted in a meaningful increase in model fit. Meanwhile the study tested for anchoring effects, as a way of confirming the divergent validity of the study, by looking at equality of models estimated for two subsamples. The overall test results were mixed. The pros and cons of the questionnaire design strategy employed are also reported.

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The Wage Distribution Structure of Korean Manufacturing Industry (한국 제조업의 임금분포구조)

  • Chung, Kang-Soo;Kim, Bum-Sik;Lee, Cheol-Won
    • Journal of Labour Economics
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    • v.29 no.2
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    • pp.67-116
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    • 2006
  • This study directly analyzes the wage distributions rather than indirectly looking at a few of their moments. It also investigates wage distributions using various descriptive and semi-parametric methods. The wage distributions of Korean manufacturing industries can in general be represented by three distinct forms, underdeveloped, advanced and the medium of the two. The discrepancies in these distribution forms are explained by differences in the labor-type distributions and their weights in the composition of wage distribution forms, and further clarified through various descriptive statistics based on them. However, the descriptive statistical analysis has a limit in that it shows mixed outcomes of different categoric variables. Then, this problem is resolved by applying a semi-parametric estimation of hazard function and the marginal effect evaluations of variable changes on estimated distributions not on the function. As a result of this marginal analysis, the common features and differences of categoric variables and their intensities of effects on distributions are revealed.

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