• 제목/요약/키워드: Retail Technology

검색결과 317건 처리시간 0.019초

변형확률모델을 활용한 소매업의 상권분석 방안에 관한 연구 (A Study on Trade Area Analysis with the Use of Modified Probability Model)

  • 진창범;윤명길
    • 유통과학연구
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    • 제15권6호
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    • pp.77-96
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    • 2017
  • Purpose - This study aims to develop correspondence strategies to the environment change in domestic retail store types. Recently, new types of retails have emerged in retail industries. Therefore, trade area platform has developed focusing on the speed of data, no longer trade area from district border. Besides, 'trade area smart' brings about change in retail types with the development of giga internet. Thus, context shopping is changing the way of consumers' purchase pattern through data capture, technology capability, and algorithm development. For these reasons, the sales estimation model has been shown to be flawed using the notion of former scale and time, and it is necessary to construct a new model. Research design, data, and methodology - This study focuses on measuring retail change in large multi-shopping mall for the outlook for retail industry and competition for trade area with the theoretical background understanding of retail store types and overall domestic retail conditions. The competition among retail store types are strong, whereas the borders among them are fading. There is a greater need to analyze on a new model because sales expectation can be hard to get with business area competition. For comprehensive research, therefore, the research method based on the statistical analysis was excluded, and field survey and literature investigation method were used to identify problems and propose an alternative. In research material, research fidelity has improved with complementing research data related with retail specialists' as well as department stores. Results - This study analyzed trade area survival and its pattern through sales estimation and empirical studies on trade areas. The sales estimation, based on Huff model system, counts the number of households shopping absorption expectation from trade areas. Based on the results, this paper estimated sales scale, and then deducted modified probability model. Conclusions - In times of retail store chain destruction and off-line store reorganization, modified Huff model has problems in estimating sales. Transformation probability model, supplemented by the existing problems, was analyzed to be more effective in competitiveness business condition. This study offers a viable alternative to figure out related trade areas' sale estimation by reconstructing new-modified probability model. As a result, the future task is to enlarge the borders from IT infrastructure with data and evidence based business into DT infrastructure.

Exploratory Study on Consumer's Hedonic Value for Retail Advertising and Marketing Plans: Based on In-depth Interview on Consumer's Shopping Experience

  • Seo, Sangho
    • International Journal of Advanced Culture Technology
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    • 제8권1호
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    • pp.13-18
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    • 2020
  • Going shopping would be a very reasoned and well-planned activity, however, at the same time, it would not. People may go shopping just for fun and as their leisure. The motivations for going shopping and their experiences cannot be fully explained with the economic utility or the information-processing model. Thus, this study explored the hedonic aspect of the experiences of shopping as an alternative explanation to consumers' motivations of shopping and discussed retail advertising and marketing plans. An in-depth interview was conducted to obtain a better understanding about hedonic value, and it was found that hedonic value affects a consumer's shopping experience and that understanding consumers' motivations for shopping and establishing competitive advertising and marketing plans is important in drawing more consumers. Strategic implications for establishing further retail advertising and marketing plans obtained from the findings were also suggested.

소매금융 및 대형화 전략 도구로서의 정보기술과 은행의 경영성과 (Bank's Management Performance and IT as a Strategic Tool for Retail and Super-Banking)

  • 김창수;허영빈
    • Asia pacific journal of information systems
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    • 제9권1호
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    • pp.39-58
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    • 1999
  • This study examines whether expenditures in information technology (IT) are associated with increases in Tobin's q ratios, a measure of management performance, in the banking industry. The association between IT expenditures and Tobin's q ratios is different, depending upon the banks' size (national vs regional) and strategic orientation (wholesale vs retail), in the Korean commercial banks for the period studied 1990-1996, For national commercial banks which have more clients and electronic banking systems than regional banks, IT expenditures appear to increase Tobin's q ratios. This may indicate that IT is linked to the ability to achieve economies of scale or network effects when large banks use IT as a strategic tool. The association between IT expenditures and management performance measures is also positive and statistically significant for retail-oriented banks. This research makes two important practical contributions with respect to financial reform. First, the evidence suggested that Korean commercial banks need to apply IT strategy in conjunction with restructuring strategy to be a super-bank and, hence, reap substantial competitive advantage from IT applications. Second, since the government recently encouraged commercial banks to increase credit loans as a means of financial reform, most banks tend to focus on retail banking. IT used in the retail banking sector contributes to improve management performance as the evidence suggested.

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Credit Risk Evaluations of Online Retail Enterprises Using Support Vector Machines Ensemble: An Empirical Study from China

  • LI, Xin;XIA, Han
    • The Journal of Asian Finance, Economics and Business
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    • 제9권8호
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    • pp.89-97
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    • 2022
  • The e-commerce market faces significant credit risks due to the complexity of the industry and information asymmetries. Therefore, credit risk has started to stymie the growth of e-commerce. However, there is no reliable system for evaluating the creditworthiness of e-commerce companies. Therefore, this paper constructs a credit risk evaluation index system that comprehensively considers the online and offline behavior of online retail enterprises, including 15 indicators that reflect online credit risk and 15 indicators that reflect offline credit risk. This paper establishes an integration method based on a fuzzy integral support vector machine, which takes the factor analysis results of the credit risk evaluation index system of online retail enterprises as the input and the credit risk evaluation results of online retail enterprises as the output. The classification results of each sub-classifier and the importance of each sub-classifier decision to the final decision have been taken into account in this method. Select the sample data of 1500 online retail loan customers from a bank to test the model. The empirical results demonstrate that the proposed method outperforms a single SVM and traditional SVMs aggregation technique via majority voting in terms of classification accuracy, which provides a basis for banks to establish a reliable evaluation system.

An NLP-based Mixed-method Approach to Explore the Impact of Gratifications and Emotions on the Acceptance of Amazon Go

  • Arghya Ray;Subhadeep Jana;Nripendra P. Rana
    • Asia pacific journal of information systems
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    • 제33권3호
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    • pp.541-572
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    • 2023
  • Amazon Go is a cashierless convenience store concept, which is seen as a disruption in the grocery retail segment. Although Amazon Go has the ability to disrupt the retail segment, there are speculations on how Amazon Go will be perceived by users. Existing studies have not utilized user-generated content to understand the factors that affect customer behaviour in case of Amazon Go. Additionally, in case of phygital retail, studies have not attempted at understanding the effect of emotions and gratifications on user behaviour. To address the gap of exploring user perspectives based on their experience, we have examined the impact of gratifications and emotions on the acceptance of phygital retail using user-generated-content. A mixed-method approach has been utilized using only user-generated content. Utilizing topic-modelling based content analysis and emotion analysis on 30 articles related to Amazon Go, we found themes like, convenience, technology, experience, personalization, enjoyment and emotions like, bad, good, annoyance, success. In the empirical analysis, we have utilized 522 reviews about Amazon Go from the cognition and emotion theory stance, and found that hedonic gratifications have a positive impact on challenge emotions. We also found a significant impact of emotions on customer's favourite behaviour.

Profiles of Non-aureus Staphylococci in Retail Pork and Slaughterhouse Carcasses: Prevalence, Antimicrobial Resistance, and Genetic Determinant of Fusidic Acid Resistance

  • Yang, Yu Jin;Lee, Gi Yong;Kim, Sun Do;Park, Ji Heon;Lee, Soo In;Kim, Geun-Bae;Yang, Soo-Jin
    • 한국축산식품학회지
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    • 제42권2호
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    • pp.225-239
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    • 2022
  • As commensal colonizers in livestock, there has been little attention on staphylococci, especially non-aureus staphylococci (NAS), contaminating meat production chain. To assess prevalence of staphylococci in retail pork and slaughterhouse carcass samples in Korea, we collected 578 samples from Korean slaughterhouses (n=311) and retail markets (n=267) for isolation of staphylococci and determined antimicrobial resistance phenotypes in all the isolates. The presence of and prevalence of fusB-family genes (fusB, fusC, fusD, and fusF) and mutations in fusA genes were examined in fusidic acid resistant isolates. A total of 47 staphylococcal isolates of 4 different species (Staphylococcus aureus, n=4; S. hyicus, n=1; S. epidermidis, n=10; Mammaliicoccus sciuri, n=32) were isolated. Fusidic acid resistance were confirmed in 9/10 S. epidermidis and all of the 32 M. sciuri (previously S. sciuri) isolates. Acquired fusidic acid resistance genes were detected in all the resistant strains; fusB and fusC in S. epidermidis and fusB/C in M. sciuri. Multi-locus sequence type analysis revealed that ST63 (n=10, 31%) and ST30 (n=8, 25%) genotypes were most prevalent among fusidic acid resistant M. sciuri isolates. In conclusion, the high prevalence of fusB-family genes in S. epidermidis and M. sciuri strains isolated from pork indicated that NAS might act as a reservoir for fusidic acid resistance gene transmissions in pork production chains.

자료포락분석을 이용한 중국·한국·글로벌 소매유통업체 경영효율성 분석 (Data Envelopment Analysis of Managerial Efficiency of China, Korea and Other Global Retail Distributors)

  • 왕붕;김문홍
    • 유통과학연구
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    • 제16권5호
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    • pp.91-101
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    • 2018
  • Purpose - This study compares the management efficiency of retailers in China, Korea and other global countries. China's retail industry is experiencing a recession. In order to strengthen the competitiveness of retailers, it is necessary to manage the efficiency. Therefore, we analyzed the management efficiency of Chinese retailers as well as Korea and global retailers who are competing with Chinese retailers. Research design, data, and methodology - The DEA(Data Envelopment Analysis) carried out for evaluating the relative efficiency of multiple DMUs (decision making units) with homogeneity. Data were collected from the American Retail Trade Association (2017). In those distributors' data, 5 of China and 5 of Korea and 10 of other global countries' analyzed. CCR and BCC analysis were performed to determine the cause of the inefficiency of DMUs by measuring the technical efficiency, pure technology efficiency and scale efficiency. Result - Among the 20 retail distributors, Costco, Kroger (Global), Eland World, BGF(Korea) are operating efficiently. Chinese retailers are operating inefficiently. Retailers' CRS status means the growth rate of input is equal to the growth rate of output. In the case of DRS status, the ratio of output to input variable is much smaller. In order to improve inefficiency, reducing input variables can be a solution. For the firms in IRS status, the rate of increase in output is relative greater than the input. That means efficiency is good condition. The analysis result shows that most retailers are showing DRS status especially Chinese retailers. Scale efficiency is a major cause of inefficiency rather than pure technology efficiency. It is recommended for ineffective retailers to reduce inputs to become efficient retailers. Otherwise, retrain existing employees or introducing advanced technologies to increase the output. Conclusions - Most of Chinese retailers are operating inefficiently which caused by the excessive investment in the inputs. On the other hand, Other global retailers are analyzed to be efficient by DEA. In this study, benchmarking targets of some retailers' suggested to improve the management efficiency especially in inputs.

캐주얼 의류 브랜드의 상품 공급 특성에 관한 연구 - SPA 특성을 중심으로 - (A Study on a Product Supply of Casual Apparel Brands - Focused on SPA Characteristics -)

  • 천종숙;노윤지
    • 복식문화연구
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    • 제15권1호
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    • pp.1-12
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    • 2007
  • The purpose of this study is to identify the SPA(Specialty store retailer of Private label Apparel) characteristics and product supply process of Korean casual apparel brands. The research was conducted by questionnaire surveys to 63 casual apparel brands. SPA characteristics of each brand were measured with four SPA characteristic indices: short product supply cycle, spacious retail floor, single brand retail store, and low product price compared to the quality of the product. The 63 apparel brands were grouped by SPA index score. The brands belonged to group H had high index score and brands in group L had low index score. The results of this study showed that the most of the casual apparel brands' products were sold at department stores, especially the brands belonged to group L greatly depended on department stores. Few apparel brands have spacious retail floor. The retail product price of the brands belonged to group H was low price while the product price of the brands belonged to group L was in the medium-high price. The supply time of the new products was short in general. The most brands supplied new styles to the retail floor within 1 to 3 weeks. The information technology was heavily used. The brands belonged to group H highly used information technology including bar codes system, pas data analysis, and inventory control system. The current style trends were analyzed with street fashion and feedback from the shop managers.

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Association study and expression analysis of olfactomedin like 3 gene related to meat quality, carcass characteristics, retail meat cut, and fatty acid composition in sheep

  • Listyarini, Kasita;Sumantri, Cece;Rahayu, Sri;Uddin, Muhammad Jasim;Gunawan, Asep
    • Animal Bioscience
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    • 제35권10호
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    • pp.1489-1498
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    • 2022
  • Objective: The objective of this study was to identify polymorphism in olfactomedin like 3 (OLFML3) gene, and association analysis with meat quality, carcass characteristics, retail meat cut, and fatty acid composition in sheep, and expression quantification of OLFML3 gene in phenotypically divergent sheep. Methods: A total of 328 rams at the age of 10 to 12 months with an average body weight of 26.13 kg were used. A novel polymorphism was identified using high-throughput sequencing in sheep and genotyping of OLFML3 polymorphism was performed using polymerase chain reaction-restriction fragment length polymorphism (PCR-RFLP). Among 328 rams, 100 rams representing various sheep genotypes were used for association study and proc general linear model was used to analyse association between genotypes and phenotypic traits. Quantitative real-time polymerase chain reaction (qRT-PCR) was used for the expression analysis of OLFML3 mRNA in phenotypically divergent sheep population. Results: The findings revealed a novel polymorphism in the OLFML3 gene (g.90317673 C>T). The OLFML3 gene revealed three genotypes: CC, CT, and TT. The single nucleotide polymorphism (SNP) was found to be significantly (p<0.05) associated with meat quality traits such as tenderness and cooking loss; carcass characteristics such as carcass length; retail meat cut such as pelvic fat in leg, intramuscular fat in loin and tenderloin, muscle in flank and shank; fatty acids composition such as tridecanoic acid (C13:0), palmitoleic acid (C16:1), heptadecanoic acid (C17:0), ginkgolic acid (C17:1), linolenic acid (C18:3n3), arachidic acid (C20:0), eicosenoic acid (C20:1), arachidonic acid (C20:4n6), heneicosylic acid (C21:0), and nervonic acid (C24:1). The TT genotype was associated with higher level of meat quality, carcass characteristics, retail meat cut, and some fatty acids composition. However, the mRNA expression analysis was not different among genotypes. Conclusion: The OLFML3 gene could be a potential putative candidate for selecting higher quality sheep meat, carcass characteristics, retail meat cuts, and fatty acid composition in sheep.

혁신적인 소매업태의 출현과 발전과정에 관한 연구 (A Study on Emergence of Innovative Retailing and Its Development Process)

  • 박철주;정태석
    • 유통과학연구
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    • 제9권1호
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    • pp.29-38
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    • 2011
  • 우리나라 대부분의 소매업태가 성장 또는 성숙단계에 머물고 있는 현재, 어떤 혁신적인 소매업태가 새로 출현하고 발전해 갈 것인가? 그리고 그 혁신적인 소매업태가 출현하고 발전해 갈 성장동력은 무엇인가? 본 연구는 이러한 문제인식에 근거하여 소매업태의 차별화경쟁과 소비자선택과의 상호행동을 연동하여 논의할 수 있는 소비자선택모델을 구축하여 혁신적인 소매업태의 출현과 발전과정을 분석하는 것이다. 본 연구에서의 분석결과는 다음과 같이 요약할 수 있다. 첫째, 소매시장에서 새로운 진공지대가 발생하면 그곳에 저가격·저서비스 또는 고가격·고서비스의 혁신적인 소매업태가 출현한다. 둘째, 진공지대에서 신규업태의 수가 많아지면 신규업태간의 수평적 경쟁이 야기되고, 이를 통해 각 신규업태는 격올림을 전개한다. 셋째, 신규업태가 격올림을 전개하면 신규업태와 기존업태간의 이업태간 경쟁이 야기되고, 이 경쟁에서 기존업태와 신규업태간의 동화과정이 전개된다. 넷째, 각 소매업태는 기존의 유통기술 프론티어를 돌파하기 위해 유통혁신을 추진하게 되고, 다른 소매업태는 그 혁신자를 추종한다. 위에서 언급한 분석결과를 근거로 하여 본 연구에서는 세가지 시사점을 제언할 수 있다. 첫째, 본 연구는 소매업태가 차별화전략을 추진할 때 사용되는 점포 속성에 대한 소비자의 의사결정과정구도에 대응하면서 최종적으로는 시장점유율의 변화와도 연동하여 논의할 수 있는 소비자선택모델을 구축하였다는 점이다. 둘째, 본 연구는 이러한 소비자선택모델을 토대로 혁신적인 소매업태의 출현과 발전과정에 대한 분석을 보다 정교한 논리 구조에 입각해서 설명하였다는 점이다. 셋째, 본 연구에서의 논의한 소매업태의 발전과정은 시장에서 경쟁우위를 획득하기 위해서 소매업태가 소매믹스를 어떻게 전개할 것인지에 대한 소매업자의 경영관리 측면에서의 해법을 제시하였다는 점이다.

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