This study aims to establish an online shopping mall marketing strategy based on big data analysis methods. The customer cluster analysis method was utilized to analyze customer purchase patterns and segment them into customer groups with similar characteristics. Data was collected from orders placed over one year in 2023 at ‘Jeonbuk Saengsaeng Market’, the official online shopping mall for agricultural, fish, and livestock products of Jeonbuk Special Self-Governing Province. K-means clustering was conducted by creating variables such as ‘TotalPrice’ and ‘ElapsedDays’ for analysis. The study identified four customer groups, and their main characteristics. Furthermore, regions corresponding to customer groups were analyzed using pivot tables. This facilitated the proposal of a marketing strategy tailored to each group’s characteristics and the establishment of an efficient online shopping mall marketing strategy. This study is significant as it departs from the traditional reliance on the intuition of the person in charge to operate a shopping mall, instead establishing a shopping mall marketing strategy through objective and scientific big data analysis. The implementation of the marketing strategy outlined in this study is expected to enhance customer satisfaction and boost sales.

Solar cells based on p-conjugated donor-acceptor (D-A) organic molecular systems are a promising alternative to conventional electrical energy generation. D-A molecular systems, which have a triphenylamine (TPA) moiety linked with a benzothiadiazole (BTD) moiety, open the potential development of new small molecule donors for bulk heterojunction (BHJ) solar cells. Here, a series of donor-acceptor-π-acceptor (D-A-π-A) small molecule donors (SMD) derived from triphenylamine (TPA) donor and benzothiadiazole (BTD) acceptor building blocks, were designed for BHJ organic solar cells. The small molecule donors SMD1-4 were studied using density functional theory (DFT) and time dependent-DFT (TDDFT) methods, to understand the effect of cyano and fluorine group functionalization on their properties. The effect of structure alteration by cyano and fluorine group functionalization on the optoelectronic properties, the calculated highest occupied molecular orbitals (HOMOs) and lowest unoccupied molecular orbitals (LUMOs) and the HOMO-LUMO gaps were theoretically explored. The Voc (open-circuit photovoltage) and fill factor (FF) for SMD1-4 were obtained with a PC71BM acceptor, which showed that these organic small molecules are potential small molecule donors for organic bulk heterojunction solar cells.

본 연구에서는 온라인 패션시장에서 소호 패션쇼핑몰의 성공적 창업의 성장 과정을 알아보기 위해 현재 성공적으 로 운영되고 있는 4개 소호 패션쇼핑몰을 대상으로 기업가 과정을 창업기회포착, 사업모델, 위기관리 및 사업성과 등 3개 단계로 구분하여 분석하였다. 사례연구의 결과는 다음과 같다. S사는 짧은 경력의 창업자가 패션감각과 기업 가정신으로 전자상거래를 창업한, 가격경쟁력과 디자인력, 다양한 상품구색을 갖춘 캐주얼 쇼핑몰로 데이터 관리/분 석, 유통채널 다각화를 통해 성장한 사례이다. B사는 짧은 경력의 창업자가 SNS 네트워크 역량과 기업가정신으로제조업/전자상거래를 창업한, 아이템 경쟁력과 스타트업 특성을 갖춘 컨템포러리 쇼핑몰로 브랜드 정체성 확립, 시장 확장을 통해 성장한 사례이다. M사와 C사는 보다 긴 경력의 창업자가 브랜드 인지도가 있는 소호 패션쇼핑몰 사례 이다. M사는 풍부한 경력과 디자인 정신의 창업자가 감성적/감각적 패션디자이너 브랜드를 창업하여 기업 지평을 넓히는 다양한 활동을 통해 성장하였고, C사는 디자인 역량과 기업가정신의 창업자가 감성 표현에 집중한 럭셔리 패션브랜드를 창업하여 적극적인 고객관리를 통한 브랜드인지도 및 매출 확보 등을 통해 성장한 사례이다. 본 연구 결과는 소호쇼핑몰 예비창업자나 창업과정의 교육 및 연구에서 기초자료로 활용될 수 있다.

This paper investigates a theoretical and experimental evidence for a niche strategy for small and medium online shopping malls to survive against large famous shopping malls dominating the E-commerce market. The present study explored both theoretically and empirically how consumers’ preferences for alternatives in online shopping context are affected by their construal level and concentrated its efforts on the verification of the phenomenon under various frames and regarding various categories(Liberman and Trope 1998; Liberman, Trope, and Stephan 2007, Liberman Trope, and Wakslak 2007). For this, this study demonstrates how chronic construal levels of consumers may affect their alternative choice for online shopping via various contexts (Experiment 1-3) and categories (Experiment 3-5). This series of experiments suggests that consumers with high construal level can be defined as a group that is relatively less susceptible to reputation of the shopping malls. Thus, strategically targeting this group of consumers will help small online malls lacking store reputation to mitigate their competitive disadvantage. Based on both existing literature and the experimental results as above, this research discusses possible methods for small online shopping malls to target high-construal segmentation.

The purpose of this study was to analyze the relationship between the emotional factors of human and the physical design elements of shopping mall website and to improve the desire to purchase the products through the screening of emotional factors influencing the purchasing decision. The results of the study suggested the effective ways to develop the internet on-line website design that the users want through human sensibility ergonomics approach.

The aims of this study is to analyze the purchasing behavior of customers purchasing seafood using internet shopping mall based on the sales data of Suhyup Shopping Mall in 2016. The research shows three facts. First, 46.1% of those customers marine products in Suhyup Shopping Mall are purchasing less than 2 times a year and 62.7% of them are purchasing less than 5 times a year. Seconds, The amount of purchases of marine products using Suhyup Shopping Mall is very small. The proportion of purchasers with less than ￦100,000 per year is 48.5%, and the proportion of customers with annual purchases of less than ￦300,000 is 68.2%. Last, Relatively strong items were found by region and age. Abortion was a relatively strong item in the 20s, and In the 30s, the aquatic product set was a relatively strong item. In the 60s are seashells / scallops / shellfish and other fish, 70s are dried yellow croaker, abalone, tile fish and other fish. In the 60s and 70s, the other fishes showed strong relative strengths in terms of quantity and amount. But There were no relatively strong items due to regional differences according to the metropolitan area and nonmetropolitan area.

수많은 정보의 홍수 속에서 소비자는 자신의 감성에 맞는 스타일을 선택하기 원하므로 개인화 서비스에 대한 효용과 필요성이 꾸준히 증가하고 있다. 본 연구에서는 적극적 개인화 쇼핑몰의 샘플 동영상을 직접 제작하여 인터넷 쇼핑몰 이용자 대학생 170명에 대하여 이를 경험하도록 하였고 이에 따라 소비자 반응이 변하는 것을 측정하였다. 또 소비자의 개인화의 수준에 따라 소비자의 웹사이트 평가, 만족도/인터넷 행동, 제품품질평가 등 반응도 조사하였다. 또한 이를 선호쇼핑몰의 종류, 인터넷 쇼핑몰 접속 횟수에 따라 차이가 존재하는지를 조사하였다. 결과는 첫째, 적극적 개인화 쇼핑몰을 이미 경험해본 대학생 소비자의 경우 적극적 개인화 수준이 높게 나타났다. 선호 쇼핑몰의 종류에 따라서 소극적 개인화 수준이 달랐는데, 일반의류 쇼핑몰을 선호하는 사람들이 낮고 복합대형쇼핑몰과 소셜커머스를 선호하는 사람들은 소극적 개인화 점수가 높았다. 둘째, 대학생 소비자의 적극적 개인화 동영상 경험 전후에 따라서 만족도/인터 넷행동, 제품품질 평가는 변화하지 않는 것으로 나타났으나, 소극적 개인화 점수는 감소하고 적극적 개인화 점수와 웹사이트 평가는 증가하는 것으로 나타났다. 셋째, 인터넷 쇼핑몰 접속 횟수는 만족도/인터넷행동, 웹사이트 평가와 정적 상관이 있는 반면에, 적극적 개인화 요소는 만족도/인터넷 행동, 웹사이트 평가와 부적 상관이 있었다.

The purpose of this study was to investigate the effects of power blog self- presentation and on-line shopping mall reviews on the word of mouth (WOM) effect and apparel purchasing behavior. Consumers living in Seoul and Gyeonggi received questionnaires. There were 303 usable forms that could be analyzed by descriptive statistics, factor analysis, Cronbach’s alpha, and regression analysis. The results were as follows: There was a significant effect of power blog self-presentation such as interactivity, media effect, and business intention on information acceptance through WOM. Power blog self-presentation, such as interactivity and business intention, affect information delivery by WOM significantly. There was a significant effect of review consideration, such as agreement, usefulness, enjoyment, and purity, on information acceptance of WOM. Reviews describing enjoyment, purity, and usefulness affect information delivery of WOM significantly. Business intention, media effect, and purity directly affect apparel-purchasing behavior, and affect the WOM effect as a mediator variable and then purchasing behavior. Whereas, interactivity, overstatement, and enjoyment affect the WOM effect as a mediator variable, and then affect overall purchasing behavior. Therefore, fashion firms consider active interaction with power blog visitors and promote the way of enjoying with fun through review of apparel on-line shopping mall when they try to implement viral marketing with WOM effect.

The purposes of this study were to: 1) identify sub-factors of fashion shopping orientation (FSO) in adults aged 20 through 39, and analyze the differences among those FSO factors according to classified groups, which were based on gender and purchase frequency in a mobile shopping mall, and 2) to investigate the effects of FSO factors on mobile purchase intention according to the same classified groups. The questionnaire was conducted from November 10, 2015 to November 20, 2015 and its 432 respondents were classified into four groups, which were male/heavy purchaser, male/light purchaser, female/heavy purchaser, and female/light purchaser. The results of this study were as follows: First, fashion shopping orientation consisted of five sub-factors, which included “conspicuous brand pursuit”, “economic pursuit”, “pleasure/trend pursuit”, “impulse shopping”, and “convenience pursuit”. Second, There were significant differences in three factors of FSO between male purchasers and female purchasers. Male purchasers showed higher tendency than female purchasers in “conspicuous brand pursuit”, while female purchasers showed higher tendency than male purchasers in “economic pursuit” and “convenience pursuit”. All the factors of FSO showed significant differences among the classified groups. Third, “economic pursuit”, “pleasure/trend pursuit” and “convenience pursuit” affected mobile purchase intention in the case of male purchasers while “economic pursuit” and “conspicuous brand pursuit” had a influence on mobile purchase intention in the case of female purchasers. Fourth, the factors of FSO affected mobile purchase intention partly in each group. In conclusion. “economic pursuit” was proven to be the main influential factor to induce consumers to have a mobile purchase intention.

This study is to explore the effect of music characteristics (i.e., likeliness and familiarity of music) on the relationship between mood and attitude toward the product in the online shopping mall selling hand-made shoes. A total of 319 consumers participated in experiments with online shopping mall stimuli with a variety of background music. In results, consumer mood positively affected attitude toward the hand-made shoe products in the online shopping mall under background music. A moderating effect of music likeliness was found in the relationship between mood and product attitude, indicating that mood more strongly affected product attitude under more liked music than under less liked music. When consumers are listening to more liked music and are in good mood, they may build their attitudes toward products independently from their mood, whereas they may build positive attitude under good mood versus negative attitudes under bad mood if they are listening to less liked music. A moderating effect of music familiarity was not found in the relationship between mood and product attitude. Based on results, it was confirmed that the S-O-R model could be applied to explain the effect of background music on consumer responses in online shopping malls. Marketers may be able to select and adjust the likeliness and familiarity of background music to better serve consumers in diverse shopping conditions, referring to the study findings.

Recently, online grocery shopping has been increasing with the development of internet, mobile, and IT technology due to the proportion of consumers changes like increasing single households and double-income couples. Therefore, online sales from distributors with offline stores have also increased, and the offline retailers are facing their limits in dealing with store-based online channel they have carried out. Domestic offline retailers benchmarked overseas advanced retailers to solve this problem by reviewing about developing the online-only distribution center. However, much investment is needed in order to operate the distribution center with the new concept from abroad. In this study, we have reviewed the current online grocery market trend and the theory related to developing distribution system of the online mall. For offline retailers, we have reviewed the case which developed the distribution center applied to the nation’s first online-only distribution center. The purpose of this study is reducing trial and error for local retailers in developing online-only distribution centers and suggesting ways to improve investment effect.

This study examines learner receptiveness towards using smartphones to enhance EFL learning at a Korean university in various manners and contexts, exploring predictors of learner attitude towards mobile devices. A survey of 159 L2 learners was conducted within a college English program. Results indicated that nearly half of the participants demonstrated positivity towards integration, while others were ambivalent, with only a small proportion actively against integration. In the classroom, attitude was most favorable towards using smartphones as mini-computers with Wi-Fi capabilities to obtain information in collaborative projects. Outside class, interaction with classmates and teachers via email, voicemail, and video clip was favored. Multiple regression analysis indicated that belief in the language learning potential of smartphones was a significant predictor of attitude across usage contexts, as was inherent device motivation. Motivation to develop L2 digital literacy was a significant predictor outside the classroom. Further, learners most receptive to smartphones were consistently so inside and outside the classroom.

This study was to examine the service and the product evaluation factors of Korean internet fashion shopping malls and to suggest marketing implications for Korean internet fashion shopping malls wanting to expand into the Chinese market. This study conducted a questionnaire survey for college female students in Qingdao, China, who have shopped at Korean internet shopping malls, and 310 surveys were used in the final analysis, frequency analysis, factorial analysis, and regression analysis. The results of the study were as follows. First, Most of the respondents answered that they found the Korean internet fashion shopping malls through the internet, and the most purchased item was outer clothing. Second, the system stability and web site structure excellence factors had a positive influence on the service satisfaction for the shopping mall 'S', while the system satisfaction, service efficiency, interactivity and web site structure excellence factors had positive influences on service satisfaction for the shopping mall 'P', and the system satisfaction, service efficiency, interactivity factors had positive influences on service satisfaction for the shopping mall 'N'. Third, examining the correlation between product satisfaction for the shopping mall 'S', 'P', and 'N' with fashion product evaluation factors showed that, design factors and quality excellence factors of the three shopping malls had positive influences on product satisfaction. The results of this research provide useful information in forming an efficient operating system and improving marketing strategies for internet fashion shopping malls planning to enter or having already entered the Chinese market.

In 2005, Asia Pacific had the largest percentage of recreational shoppers in the world, while at the same time, Indonesia achieved the highest percentage for recreational shopping in Asia Pacific. (AC Nielsen, 2006). Shopping malls in Indonesia are growing rapidly and have currently increased in size, theme and location, and in the number of different types of shops. Given the rapid growth of malls, mall managers and retailers face the challenge to develop new strategies to survive in this highly competitive market. To gain greater insight into the relationship between shoppers and retailers, our aim is to explore shoppers’ behavior during their visit to the mall, specifically with respect to the type of shops visited. We will identify different shopping patterns and their characteristics based on 171 unobtrusive observations of shoppers using hierarchical clustering analysis. The results indicate that four shopping styles can be identified: fashion shoppers, basic shoppers, social shoppers, and entertainment seekers. Our results enhance an understanding of shopping styles. Mall managers and retailers could use this knowledge to decide the appropriate retail mix in the mall.

Colombia is an emerging country that has institutional stability and perspectives of fast economic growth. Indeed, despite decades of internal conflict and drug related security challenges, Colombia maintains relatively strong democratic institutions characterized by peaceful, transparent elections and the protection of civil liberties (CIA World Factbook, 2014). Today, Colombia is Latin America’s fourth largest economy. Most importantly, the country is witnessing the benefits of governmental and economic stability, as evidenced by its commodity markets, strong macroeconomic policies, and improved security and infrastructure conditions. The bottom line is that Colombia has been witnessing strong economic performance since the early 2000s (OECD, 2013), and now its citizens are reaping the benefit of being new middle-class and upper-class members. A remarkable characteristic of emerging countries is the increase in the size and the economic power of their middle-class population (Bridsal, 2010). The middle-class is an ambiguous social classification, which reflects the ability of a group of citizens within a country to lead a comfortable life. These comforts include, stable housing, access to quality healthcare, educational opportunities, job security, and discretionary income that can be spent on vacation and other leisure pursuits (Kharas, 2010; p.7). As country’s become increasingly wealthier in term of gross national output, the country’s middle-class typically witnesses corresponding increases in income levels and more available cash to use for marketplace consumption. Indeed, in terms of Colombia, its middle-class represents approximately 26% of total consumption (Ferreiro et al., 2013; Bridsal, 2010; p.11). Perhaps, one of the common characteristics across all global middle-class populations is their unique affinity for mall shopping compared to the lower-class and upper-class populations (Jafferlot & van den Veer, 2008; Conroy, 1998). That is, middle- class consumers show strong preferences for visiting and patronizing modern department stores and shopping malls (Mathur, 2010). Indeed, shopping malls are important for newly minted middle-class populations because it signals to them they have reached a higher status and possess disposable income for engaging in shopping, luxury consumption, and entertainment activities (Banerjee & Duflo, 2008). Given Colombia’s economic growth and its newly created middle-class population, understanding consumption patterns among this group is well-warranted, especially given Colombia’s emerging nation status. Thus, the goal of this presentation is to introduce the global community to the growing and affluent Colombian middle-class consumers. We achieve this goal by exploring the types of mall shoppers that currently exist in Colombia and by exploring how consumption patterns differ between and among different demographic consumer segments. Interestingly, one of the primary findings that emerge from this research is that the Colombian middle-class consumer exhibits essentially the same consumption pattern as any other consumer in an industrialized nation. That is, the typical middle-class consumer is a female housewife who enjoys shopping as a leisure activity. In the following section, we discuss a brief review of the literature and then discuss our research methodology and findings. We conclude this extended abstract with a discussion of managerial and theoretical implications and research limitations.

In this study, we identified the characteristics of mobile fashion shopping and verified the path model of effects of these characteristics on mobile fashion shopping purchase intention through perceived usefulness and perceived ease of use. We conducted the survey targeting smartphone users in their 20s~30s and analyzed the structural equation model using AMOS 16.0. The results were as follows: Mobile fashion shopping characteristics (enjoyment, credibility, instant connectivity, security, and personalization) had positive effects on perceived usefulness and perceived usefulness influenced attitude toward purchase and purchase intention positively. Attitude toward purchase affected purchase intention in a positive way and perceived usefulness had indirect effect on purchase intention through attitude toward purchase. In conclusion, we proposed the marketing strategies of the mobile fashion shopping businesses.

The purpose of the study was to investigate whether customer perception on internet fashion shopping mall characteristics influences positive emotion on internet shopping and relationship formation. For data collection, a questionnaire was administrated from February 20th to March 3th in 2012 to 362 adults who have purchased the products from internet fashion shopping mall. The analysis explores the effect of internet shopping mall characteristics on positive shopping emotion and relationship quality. It also tests the mediation effect of positive shopping emotion for the influence of internet fashion shopping mall characteristics on relationship quality. The results are as follows. First, the perceived internet fashion shopping mall characteristics had positive effects on relationship quality. Second, the perceived internet fashion shopping mall characteristics had positively effects on positive shopping emotion. Third, the effect of positive shopping emotion had positive effects on relationship quality. Fourth, the effect of perceived internet fashion shopping mall characteristics on relationship quality, mediated by positive shopping emotion, was shown to be none.

In this research, we proposed a quality evaluation standard model which is suitable for the internet shopping mall based on the Malcolm Baldrige National Quality Award model. A 7-Point Likert Scale was used based on the seven categories within the 2008 Ma