• 제목/요약/키워드: Retail Enterprises

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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.

The Linkages Among Cross-channel Integration Capability, Showrooming, Webrooming, And Customer Value: An Empirical Study

  • NGUYEN, Phuong-Linh;PHAN, Dinh-Quyet;NGUYEN, Thi-Uyen
    • 유통과학연구
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    • 제21권1호
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    • pp.13-22
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    • 2023
  • Purpose: This study aims to investigate the linkages among cross-channel integration capability (CCI), showrooming, webrooming, and customer value of retail enterprises. From the literature review, this research proposes the research model on the direct impact of showrooming and webrooming on customer value as well as the indirect impact of cross-channel integration capability on customer value which is mediated by both showrooming and webrooming of retail enterprises. Research design, data, and methodology: By conducting a survey of 304 consumers in the five biggest retailers in Hanoi-Vietnam from mid-September 2021 to the end of November 2021, the PLS-SEM was used to test the hypotheses. Results: The research results reveal the favorable impact of (CCI) on improving showrooming and webrooming, and the important role of developing both showrooming and webrooming in bringing more value to the customer of retail enterprises. The findings also express that showrooming and webrooming acts mediating role in the favorable relationship between (CCI) and customer value of retailers. Conclusions: This research clarifies the positive impact of (CCI), showrooming, and webrooming on customer value. In addition, this study suggests practical implications for retail managers to provide more value for customers by enhancing (CCI) and developing both showrooming and webrooming.

의류산업에서의 패션전문직종 현황에 관한 연구 (A Study on the Present Situation of Fashion Careers in the Apparel Industry)

  • 이인자
    • 복식
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    • 제30권
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    • pp.41-58
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    • 1996
  • To purpose of this study is to understand the present situation of the present situation of the fashion careers in apparel industry and to present a activation information for development of a specialty de-partment. This study has been proceeded with the library survey method, and 20 apparel enterprises have been researched with the questionaire and inter-view method. These were large and medium sized enterprises. The results were as follows: 1. Subdivision of fashion careers have been found insufficient on apparel enterprises in Korea. 2. Textile specialists have been needed on apparel enterprises in Korea. 3. Domestic enterprises have dropt out man-agement 4. These enterprises are negative for the consumer research and fashion information col-lection. 5. Fashion sepecialists have been found insuf-ficient on retail division, The propositions for activation of fashion careers are as follows: 1. Fashion careers should subdivide and specialize. 2. The apparel enterprises should employ textile designer. 3. The apparel enterprises should activate practical department. 4. The apparel enterprises should research consumer and collect fashion information. 5. The apparel enterprises should develop fashion specialists on retail division.

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Study of Chinese Distribution Market Trends

  • Su, Shuai
    • 유통과학연구
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    • 제11권9호
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    • pp.31-34
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    • 2013
  • Purpose - This paper aims to explain that the Chinese distribution market will continue to bring tremendous business opportunities to commercial enterprises, given the relatively strong economic fundamentals and substantial government-led measures to boost domestic demand. Research design, data, methodology - A survey was conducted on China's retail market data during 2012. By empirically analyzing the data for retail sales of online markets and franchises, we conclude that the online retail market in China will continue to grow. Results - Based on data from 2012, 2013 is expected to be a challenging year for the retail sector, as both external and internal pressure is likely to persist. This paper outlines some major challenges facing retailers in China. Conclusions - The study shows that retailers in the Chinese market will face some major challenges: 1) the Chinese retail market is considerably affected by an uncertain economic outlook 2) an unfair environment of competition exists and 3) product safety is a serious issue. However, in the future, China's retail market will continue to bring tremendous business opportunities to commercial enterprises, given the relatively strong economic fundamentals and substantial government-led measures to boost domestic demand.

유통 상장기업의 현금정책에 관한 연구 (A Study on the Cash Policies of Retail Firms)

  • 손삼호
    • 유통과학연구
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    • 제13권3호
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    • pp.69-77
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    • 2015
  • Purpose - The purpose of this study is to examine whether the cash policies of retail firms listed on Korean stock markets are consistent with the evidence provided in the study of Almeida et al. (2004). Liquidity management is an important issue for financially constrained firms relative to financially unconstrained firms. Because there are few sources of external funding, the optimal liquidity policies of financially constrained firms should reflect their own earnings or cash inflows to create opportunities for current and future real investments. According to this simple idea, we estimate the sensitivity of cash to cash flows and simply check whether the estimated sensitivity to cash flows of the cash retained by constrained retail firms is greater than that of the cash retained by unconstrained retail firms. Through this work, we aim to explain why the cash policies of the retail firms listed on the Korean stock markets differ from those of listed manufacturing enterprises. Research design, data, and methodology - To explain a firm's cash holdings, we use only three explanatory variables: earnings before interest and taxes (EBIT), Tobin's q, and size. All the variables are defined as the value of the numerator divided by aggregate assets. Thanks to this definition, it is possible to treat all the sample firms as a single large firm. The sample financial data for this study are collected from the retail enterprises listed on the KOSPI and KOSDAQ markets from 1991 to 2013. We can obtain these data from WISEfn, the financial information company. This study's methodology has its origin in Keynes's simple idea of precautionary liquidity demand: When a firm faces financial constraints, cash savings from earnings or cash inflows become important from the corporate finance perspective. Following this simple idea, Almeida et al. (2004) developed their theoretical model and found empirical evidence that the sensitivity of cash to cash flows varies systematically according to different types of financing frictions. To find more empirical evidence for this idea, we examined the cash flow sensitivity of the cash held by Korean retail firms. Results - Through several robustness tests, we empirically showed that financially constrained Korean retail firms display significant positive propensity to save cash from earnings before interest and taxes, while the estimated cash flow sensitivity of the cash held by unconstrained retail firms is not significant. Despite the relatively low earnings of retail firms, their sensitivity is three times greater than that of manufacturing enterprises. This implies that Korean retail firms have greater intentions of facilitating future investments rather than current investments. Conclusions - The characteristics of the cash policies of Korean retail firms differ from those of manufacturing firms. This contrast may be attributable to industry-oriented policy planning, regulations, and institutional differences. However, the industrial policymakers should observe signals of the long-term growth options of retail firms based on their high propensity to save from their cash inflows.

The Strategy and Countermeasures of E-Commerce Development for Chinese Retailing Enterprises

  • Ju, Chunhua
    • 통상정보연구
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    • 제6권3호
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    • pp.3-18
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    • 2004
  • Chinese retailing enterprises have been facing a tough competition from foreign retail giants since China entered WTO. They must change their traditional ways of doing business and adopt new information technologies and electronic commerce in order to survive. This paper analyzes the current situation and the problems in Chinese retailing enterprises, including the cultural, the social, the technological and the environmental aspects. It gives strategies, tactics and countermeasures of E-Commerce development for Chinese retailing enterprises.

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CRM과 PRM의 운용(運用)을 통(通)한 Retail Shop Design시(時) 협업(協業)에 대(對)한 연구(硏究) (Research on the cooperation in retail shop design using CRM & PRM)

  • 조경득
    • 한국디지털건축인테리어학회논문집
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    • 제5권2호
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    • pp.43-51
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    • 2005
  • In the modern market economy, where the consumers are increasingly seeking pleasure rather than convenience, a variety of retailers are making every effort to promote sales records. In order to achieve this goal, the division of work needs to be effectively performed and the allied enterprises need to cooperate with each other. Consequently, the Customer Relationship Management(CRM) system should be established through the research and analysis on brands and consumers. It is also necessary that the enterprises should cooperate mutually, using the PRM system which makes it possible to share the information from the CRM system. This report is going to propose a desirable cooperation which is reguaired in Retail Shop Design. And it will be done by describing the relation between CRM & PRM and the marketing based on brands and consumers.ere it examines closely the vibrating unit of the elevator and propose the countermeasure of it.

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Global Distribution Enterprises' Entry into the Chinese Market: Focus on the Three Northeastern Provinces

  • Kim, Nam-Myun;Youn, Myoung-Kil
    • 산경연구논집
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    • 제5권3호
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    • pp.25-34
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    • 2014
  • Purpose - This study aims to investigate Korean distribution enterprises' entry into the Chinese market. By studying Korean companies' strategy and current situation in the Chinese retail market and analyzing Lotte Mart's strategy, this study was aimed at identifying comprehensive strategies for Korean companies striving to expand in China's retail market. Research design, data, and methodology - A case study approach is used, focusing on the three northeastern provinces in China, and examining global firms' entry into the Chinese market. The study employed a direct survey and a literature review. Results - Korean distribution firms' entry into the overseas market is in the inception stage and it should be developed, considering its effects on the national economy and other industries. Conclusion - The cases of E-mart and Lotte Mart, representing Korean distribution firms, showed that they should not rely on scale to succeed in China. Both preliminary analysis and careful strategies are required to ensure success. Considering the high growth potential of the Chinese market, a management strategy that takes account of Chinese people's emotions was needed.

A study of Chinese distribution policies and challenges

  • Su, Shuai
    • 산경연구논집
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    • 제4권1호
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    • pp.11-14
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    • 2013
  • Purpose - The objective of this paper is to explain how the Chinese distribution market will continue to bring tremendous business opportunities to commercial enterprises given the relatively strong economic fundamentals and substantial government-led measures for boosting domestic demand. Research design, data, and methodology - The study conducted a survey on China's 2011 retail market data. After empirically analyzing the data on retail sales, online retail markets, and franchises, we believe that online retailing in China will maintain its growth momentum. Results - This study shows that 2012 is expected to be a challenging year for the retail sector, as both external and internal pressures are likely to persist. Some of the major challenges facing retailers in China are mentioned below. Conclusions - Retailers in China face several major challenges. First, the uncertain economic outlook is having a considerable impact on China's retail market. Second, China's retailers face an unfair competition environment. Third, they are suffering the impacts of product safety problems.

소매업의 발달과정과 입지 변화에 관한 한.미 비교 연구 (A comparative study between Korea and the USA on the development process in retail trade & its changing locations)

  • 전경숙
    • 한국지역지리학회지
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    • 제6권2호
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    • pp.21-40
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    • 2000
  • 급변하는 소매업 환경 속에서 각 소매업체는 생존을 위한 다양한 전략을 구사하고 있다. 무한 경쟁 시대를 맞이하여, 유럽 및 미국의 대자본이 포화상태에 달한 자국 시장 대신 해외로 시장을 확대하고 있으므로, 한국의 소매업도 이들과의 경쟁은 불가피한 일이다. 이에 본 연구에서는 한국 및 미국 소매업의 발달과점과 입지 변화를 비교 분석하여, 한국 소매업의 바람직한 발전 방향 모색에 기여하고자 한다. 독창적인 마케팅 전략으로 새로운 업태의 세계적 선두 주자로서 계속 성장하고 있는 미국 소매업의 실체 분석은 한국 소매업의 바람직한 전략 구축의 기반이 된다. 최근, 미국의 소매업은 가격 지향의 할인점 시기를 지나서 고급화, 다양화, 대규모 테마파크화가 진행되고 있다. 이와 함께 입지 면에서는 새로운 교외지역이 성장하는 가운데, 기존 업체의 재정비 재개발로 도시 내부지역이 활성화된다. 그리고 입지가 문제시되지 않는 전자 소매업 TV 홈쇼핑도 성장하고 있다. 한편, 시장과 백화점 중심의 정적(靜的)인 구조를 지속해 오던 한국의 소매업은 1980년대 말 이후 다양한 업종이 소개되면서 급변하고 있다. 특히 1990년대 중반이후에는 대형 할인점이 급성장하고 유통구조의 체계화, 서비스 중심의 소매업으로 새로운 도약의 계기를 마련하고 있다. 한국 소매업의 발전을 위해서는 우선 정보통신 및 기술수준을 적극적으로 활용해야 한다. 나아가 전통과 현대/세계의 접목, 중소 업체의 협동화 같은 독창적인 시도, 그리고 유통업계 행정부 학계의 적극적인 지원이 요구된다.

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