• Title/Summary/Keyword: Distribution of Marketing Performance

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Topic Modeling Analysis of Social Media Marketing using BERTopic and LDA

  • YANG, Woo-Ryeong;YANG, Hoe-Chang
    • The Journal of Industrial Distribution & Business
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    • v.13 no.9
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    • pp.37-50
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    • 2022
  • Purpose: The purpose of this study is to explore and compare research trends in Korea and overseas academic papers on social media marketing, and to present new academic perspectives for the future direction in Korea. Research design, data and methodology: We used English abstract of research paper (Korea's: 1,349, overseas': 5,036) for word frequency analysis, topic modeling, and trend analysis for each topic. Results: The results of word frequency and co-occurrence frequency analysis showed that Korea researches focused on the experiential values of users, and overseas researches focused on platforms and content. Next, 13 topics and 12 topics for Korea and overseas researches were derived from topic modeling. And, trend analysis showed that Korean studies were different from overseas in applying marketing methods to specific industries and they were interested in the short-term performance of social media marketing. Conclusions: We found that the long-term strategies of social media marketing and academic interest in the overall industry will necessary in the future researches. Also, data mining techniques will necessary to generate more general results by quantifying various phenomena in reality. Finally, we expected that continuous and various academic approaches for volatile social media is effective to derive practical implications.

Impact of marketing capabilities of social economy enterprises on social performance through market orientation (사회적경제기업의 마케팅역량이 시장지향성을 통해 사회적성과에 미치는 영향)

  • Eun-Kyoung Lee;Young-Wook Seo
    • Industry Promotion Research
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    • v.9 no.1
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    • pp.1-11
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    • 2024
  • This study sought to verify the impact of marketing capabilities on social performance through market orientation targeting social economy enterprises. Accordingly, the marketing capabilities of social economy enterprises were classified into price competitiveness and distribution competitiveness, and market orientation was divided into customer orientation, competitor orientation, and interdepartmental cooperation. In addition, in line with the characteristics of social economy enterprises, performance verification consisted of social performance. A survey was conducted with a total of 216 executives and employees of social economy enterprises to collect data and conduct empirical analysis. The results of the analysis showed that marketing capabilities had a significant impact on market orientation, and that market orientation had a significant impact on social performance. In addition, market orientation was found to have a mediating effect on marketing capabilities. The results of this study suggest that strengthening the marketing capabilities of social economy enterprises is an important factor in creating social performance. Social economy enterprises are expected to be able to increase their market orientation by strengthening their marketing capabilities and thereby create social value.

The Effect of SME Marketing Capability on Market Performance : Mediating Effect of Online Export Marketing and Moderating Effect of Competitive Intensity (중소기업 마케팅능력이 시장성과에 미치는 영향 : 온라인 수출마케팅의 매개효과 및 경쟁 강도의 조절효과)

  • Park, Dong-jin;Seo, Young-wook
    • Journal of Venture Innovation
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    • v.6 no.3
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    • pp.131-148
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    • 2023
  • This study analyzed the effect of marketing ability of SMEs using online export marketing on market performance. Small and medium-sized enterprises (SMEs) are making efforts to expand their markets from the domestic market to the overseas market and increase sales. We studied the factors that can produce results in the fiercely competitive overseas market. A total of 400 export SMEs were surveyed, and 159 companies directly participating in online export marketing were selected as final targets. The survey was analyzed using SMART PLS 4.0 and SPSS 26.0 statistical programs, and research hypotheses were verified. The results of the study are as follows. First, it was found that the marketing ability of SMEs had a positive (+) effect on online export marketing. Second, it was confirmed that online export marketing had a significant positive (+) effect on market performance through its mediating role. In addition, the intensity of competition in the export market was found to have a moderating effect in online export marketing. The implications of this study are as follows. The theoretical basis was established that the marketing capabilities (product development capability, distribution capability, pricing capability, public relations capability) of exporting SMEs have a positive effect on overseas market performance through online export marketing. In the market, the use of online export marketing by SMEs can provide implications in that it can be an important means for overseas market development and performance. As a result, it is necessary to actively utilize online export marketing for SMEs to enter overseas markets and achieve results.

Enhancing Indonesian Hotel Performance Through Distribution-Market Orientation and Value-Centric Innovation in Distribution

  • Amron AMRON;Roymon PANJAITAN;Febrianur I. F. S. PUTRA;Irwan SYAH
    • Journal of Distribution Science
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    • v.22 no.5
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    • pp.27-37
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    • 2024
  • Purpose: Evaluating hotel performance is crucial in the tourism industry, and expanding knowledge through value-centric innovation in distribution is approached from the service-dominant logic perspective. This study aims to explore and enhance understanding of efforts to improve hotel performance by introducing a new concept of significant value-centric innovation in distribution. A novel proposition is presented, synthesizing diverse marketing innovations through the lens of service-dominant logic to foster originality. Research Design, Data, and Methodology: Data from 166 respondents across various levels of hotel structural positions in Indonesia were analyzed using SEM-PLS. The relationship between market orientation and hotel performance was explored using the SEM-PLS technique. Results: The findings indicate that market orientation contributes to enhancing hotel performance. Additionally, value-centric innovation in distribution is crucial in addressing inconsistencies observed in previous studies and indicators related to variables significantly affecting hotel performance. Moreover, value-centric innovation in distribution directly improves performance indicators. Conclusions: The practical implication of this research is leveraging market orientation to enhance hotel performance. Hotel owners are encouraged to effectively implement value-centric innovation in distribution by fostering collaboratively generated shared value creation.

Integrating Perceived Enjoyment within the UTAUT Model for Enhanced Distribution Management Strategies

  • Putu Yudi SETIAWAN;Ni Putu Cempaka Dharmadewi ATMAJA;I Gusti Ayu TIRTAYANI
    • Journal of Distribution Science
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    • v.22 no.1
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    • pp.13-23
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    • 2024
  • Purpose: Within the ever-changing realm of modern e-commerce, this study delves into the complex effects of factors like performance expectations, ease of use, social influence, favorable conditions, and enjoyment perception on users' intentions and usage patterns in online marketplace apps. The research centres on Tokopedia app users in Denpasar City, encompassing a wide and varied demographic. Methods: Utilizing a non-probability sampling method, 200 participants were selected for extensive data collection through surveys. Subsequent rigorous analysis of the gathered data was performed using Structural Equation Modeling-Partial Least Squares (SEM-PLS) techniques. Results: This study aims to contribute substantially to theoretical and practical knowledge regarding marketplace app usage. Theoretical contributions involve enhancing the marketing domain, especially in digital marketing, by revealing the intricate factors influencing user conduct in online marketplaces. From a practical standpoint, this research provides valuable insights for entrepreneurs aspiring to join or improve their positions in the Tokopedia app market. Conclusion: Based on the study, we suggest optimising online shopping apps for a more appealing and user-friendly interface. Enhancing the enjoyment and simplicity of finding desired products can prompt heightened usage of online shopping services, thereby reinforcing distribution management strategies and overall market presence.

Marketing Performance and Big Data Use During the COVID-19 Pandemic: A Case Study of SMEs in Indonesia

  • WIBOWO, Sampurno;SURYANA, Yuyus;SARI, Diana;KALTUM, Umi
    • The Journal of Asian Finance, Economics and Business
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    • v.8 no.7
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    • pp.571-578
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    • 2021
  • The outbreak of the COVID-19 pandemic, which began in 2020, had a significant impact on the economy and business activities worldwide. Large companies, as well as small businesses were affected, many of them had to scale down or divert their businesses, and some even had to stop. This extraordinary situation requires business people to make innovations and adjustments to survive during a pandemic. Entering the digital era, business players are helped by the ease of internet access, which will make it easier for SME players to get data from their consumers. Business actors can use this data to innovate and create new creations to improve business performance during this pandemic. This research aims to identify how small and medium enterprises can take advantage of Big Data to improve marketing performance through innovation and value creation. The research methodology used the in this research is quantitative method. The respondents are SME producers of food and beverage, with a total of 150 respondents. The results in the study indicate that all the proposed hypotheses are accepted. The most significant influence is found on the relationship of Big Data to value creation. The lowest effect was obtained from the relationship between Big Data and marketing performance through the mediation variable and innovation capability.

Influence of Big Data Analytics Capability on Innovation and Performance in the Hotel Industry in Malaysia

  • Muhamad Luqman, KHALIL;Norzalita Abd, AZIZ
    • The Journal of Asian Finance, Economics and Business
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    • v.10 no.2
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    • pp.109-121
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    • 2023
  • This study aims to address the literature gap by examining the direct relationship between big data analytics capability, marketing innovation, and organizational innovations. Additionally, this study would examine big data analytics capability as the antecedent for both innovation types and how these relationships influence firm performance. The research model is developed based on the integration of resource-based view and knowledge-based view theories. The quantitative method is used as the research methodology for this study. Based on a purposive sampling method, a total of 115 questionnaires were obtained from managers in star-rated hotels located in Malaysia. Partial least square structural equation modeling (PLS-SEM) is utilized for the data analysis. The result shows that big data analytics capability positively affects marketing and organizational innovations. The findings show that big data analytics capability and organizational innovation positively influence firm performance. Nonetheless, the result revealed that marketing innovation is not positively related to firm performance. The findings also indicate to hotel managers the importance of big data analytic capability and the resources required to build and develop this capability. The contributions from this study enrich the literature on big data and innovation, which is particularly limited in the hospitality and tourism context.

The Role of Structural Holes in Uncertain Environments in Channel Relationships

  • Kim, Min-Jung
    • Journal of Distribution Science
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    • v.16 no.6
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    • pp.25-35
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    • 2018
  • Purpose - Although marketing networks are crucial competitive advantage in terms of firm's new information and resource acquisition ability, their impact on new product development performance remains vague, especially under environmental uncertainty. The principal objective of this research is to provide a better understanding of effects of technological uncertainty and volume uncertainty on first tier supplier's perceived performance of new product development under conditions reflecting varying levels of structural holes. Specifically, this research examines the moderating effect of structural holes on the relationship between environmental uncertainty and new product development performance. Research design, data, and methodology - To test the hypotheses, a questionnaire survey was conducted with a Korean engineering firm's major first-tier suppliers in the context of internal network entities, manufacturer-supplier-subsupplier relationships, and to verify the proposed hypotheses, structural equation modeling was established. Construct measures were based on existing measures and previous research. Results - The survey results indicate that technological uncertainty and volume uncertainty differentially affect NPD performance under conditions of high and low structural holes. Conclusions - This study offer some theoretical and practical implications among distribution channel members, especially, this study suggests that interfirm networks have critical competitive advantage in uncertain environments. The distinctiveness of engineering industry might limit the generalizability of the results. Thus, future research should consider a wider range of industries.

A Study on the Entrepreneurship and Marketing Activity in Distribution & Service

  • Suh, Geun-Ha;Yoon, Sung-Wook
    • Journal of Distribution Science
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    • v.15 no.5
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    • pp.5-15
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    • 2017
  • Purpose - This research identified the factors to be considered when CEOs establish small companies and improve their businesses by analyzing the effects of their entrepreneurship and marketing activities on the business performance of small companies and suggested measures to utilize them strategically. Research design, data, and methodology - The research conducted a survey for companies located in Busan, and Gyeongnam area in Korea. To verify the model and hypothesis mentioned above, relevant items were allocated to each variable. Results - the research found that the innovation of entrepreneurship negatively affects formalization and centralization along with the propensity for risk-taking which negatively affects all the characteristics of an organization's structure. It was also found that the pro-activeness which was rejected in the selection and verification of hypothesis is the CEOs characteristics which positively affect all of the organization type are contrary to the initial hypothesis. Conclusions - The results of these efforts will positively contribute toward developing a start-up strategy helpful for small companies CEOs, to change the business environment proactively, to operate their organization efficiently and to develop market-oriented marketing activities and objectives. This research found the role of market-oriented characteristics demanded by the CEO to overcome organizational structure, business innovation and bad business situations.

The Impacts of Social Sustainability Practices on Supply Chain Performance: Mediating Role of Supply Chain Integration

  • DUONG, Ngoc-Hong;HA, Quang-An
    • Journal of Distribution Science
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    • v.19 no.11
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    • pp.37-48
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    • 2021
  • Purpose: The importance of sustainability in the supply chain has steadily risen in recent decades as a result of the growing awareness on the social issues. The purpose of this research is to examine the relationship between social sustainability practices and performance outcomes, as well as explore the mediating role of supply chain integration on that relationship. Research design, data and methodology: PLS-SEM model is developed to identify the impacts of sustainability on performance outcomes and the mediating role of supply chain integration. We received 285 responses from medium and large companies located in Vietnam, and after filtering, 206 responses were used for further analysis. Results: Our findings showed that sustainability impacts significantly on integration and performance in the supply chain. Moreover, the result indicates that supplier integration and internal integration mediate the relationship between social sustainability practices and supply chain performance, while customer integration mediation role was not found significant at all. Conclusions: Our results prove that social sustainability practices can link all the stakeholders and enhance collaboration. To maintain sustainable development, firms should embrace values of sustainability to improve the well-being, working condition, and healthcare of their employees as well as the advancement of local society.