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Articles 31 - 60 of 294

Full-Text Articles in Advertising and Promotion Management

When And Why Managerial Responseswork: A Dual-Process Model Of Linguistic Cues, Review Rating, And Usefulness, Jungwon Lee, Cheol Park Jan 2026

When And Why Managerial Responseswork: A Dual-Process Model Of Linguistic Cues, Review Rating, And Usefulness, Jungwon Lee, Cheol Park

Asia Marketing Journal

This research develops and empirically tests a contingency model explaining how specific linguistic characteristics of a firm's response to an online review influence the review's usefulness. We argue that the diagnostic value of different linguistic cues is contingent upon the reader's information processing mode-systematic versus heuristic-which is triggered by the valence of the original review's rating. An econometric analysis of 41,704 review-response dyads from TripAdvisor reveals that a conceptual cue (personalization, operationalized as topical relevance) and a perceptual cue (readability) both significantly increase review usefulness. In contrast, another perceptual cue (Linguistic Style Matching) decreases usefulness, a finding we interpret as …


“It’S A Dupe, Not A Counterfeit!” An Exploration Of Motives For Dupe Consumption Motives, Jungyong Ahn Jan 2026

“It’S A Dupe, Not A Counterfeit!” An Exploration Of Motives For Dupe Consumption Motives, Jungyong Ahn

Asia Marketing Journal

This study was designed to explore consumer motives for dupe consumption and to measure the influence of these identified motives on consumer satisfaction with dupe products and intention to sharing dupe products. Through a literature review and in-depth interviews, five key consumer motives were anticipated: (1) self-protection, (2) saving money, (3) anti-materialism, (4) mimicry, and (5) enjoyment. Corresponding measurement items were developed to assess these motives. A factor analysis conducted on survey data collected from 300 respondents successfully confirmed the extraction of these five motives as expected. Moreover, regression analysis further demonstrated the statistically significant positive impact of these motives …


How Does A Consumer’S Anticipated Happiness Influence Participation In Value Co-Creation? : Focusing On Definition Of Happiness, Minsik Cho, Suna La Jan 2026

How Does A Consumer’S Anticipated Happiness Influence Participation In Value Co-Creation? : Focusing On Definition Of Happiness, Minsik Cho, Suna La

Asia Marketing Journal

Value co-creation (VCC) is essential for a new product development, transforming ideas into collaboratively created value-in-use, particularly under Service-Dominant Logic (S-D Logic). Recognizing that consumers engage in VCC with the goal of achieving happiness, this study investigates how anticipated happiness—arising from affective forecasting of VCC experiences—encourages customers’ participation in high-technology VCC initiatives. It also examines how individuals’ definitions of happiness—calmness vs. excitement—influence this process in VCC, using a validated temporal focus manipulation to induce these differing happiness orientations. Results indicate that future-focused individuals tend to define their happiness as excitement, while present-focused individuals associate it with calmness. Then, definitions of …


The Impact Of Sense Of Power On Consumer Click-Through Intention Under Ai Personalized Recommendation, Li Li, Dhakir Abbas Ali Jan 2026

The Impact Of Sense Of Power On Consumer Click-Through Intention Under Ai Personalized Recommendation, Li Li, Dhakir Abbas Ali

Asia Marketing Journal

This study investigates how consumers' sense of power influences their click-through intentions in AI-driven personalized recommendation systems. While prior research has explored personalized marketings impact on consumer behavior, the role of perceived power remains understudied. Through scenario-based experiments, we find that a heightened sense of power enhances engagement with AI recommendations, with self-efficacy as a key mediator. However, this effect weakens when privacy concerns are high, highlighting privacy as a critical moderating factor. Specifically, empowered consumers are more likely to interact with AI recommendations, but only when privacy risks are minimal. These findings deepen our understanding of consumer-AI interactions, emphasizing …


A Holistic Approach To Country Branding: Examining A Master Brand And Sub-Brand Framework, Musa Pinar, Aycan Duran Tekoglu, Tulay Girard Jan 2026

A Holistic Approach To Country Branding: Examining A Master Brand And Sub-Brand Framework, Musa Pinar, Aycan Duran Tekoglu, Tulay Girard

Atlantic Marketing Journal

Recently, nation branding has drawn the attention of policymakers worldwide, as nations recognize its strategic importance in achieving and sustaining success in the global competitive landscape. This study provides a conceptual framework based on master brand and sub-brand architecture to examine country branding holistically by integrating macro and micro perspectives, country brand equity, and their effects on consumer preferences. The specific objectives are to 1) identify the dimensions of master brand, sub-brand, and country brand equity and develop reliable and valid measurement scales for each dimension, and 2) develop a conceptual framework that integrates the master brand, sub-brand, and brand …


Slow Fashion Behavior In Young Consumers, Melissa Clark Jan 2026

Slow Fashion Behavior In Young Consumers, Melissa Clark

Atlantic Marketing Journal

The purpose of this research is to better understand the gap between Generation Z’s (Gen Z) knowingness and attitude toward sustainable clothing and their behavior including repair and disposal. A theoretical model was created based on the known relationships among Knowledge-Attitude-Behavior (KAB), specifically considering environmental sustainability knowingness (ESK), environmental sustainability attitude (ESA), and slow fashion behavior (SFB) while extending it with the addition of repair and disposal. The data were collected via online survey of consumers identifying as Gen Z and analyzed via regression analysis in SPSS. The findings suggest that the established construct relationships (ESK, ESA, and SFB) held …


Helping Craft Beer Hunters Make Their Next Great Beer Discovery, Mark Mitchell, Sheila Mitchell Nov 2025

Helping Craft Beer Hunters Make Their Next Great Beer Discovery, Mark Mitchell, Sheila Mitchell

Atlantic Marketing Journal

The number of craft beer producers and consumers in the United States has increased dramatically over the last ten years. This manuscript provides an overview of the craft beer marketplace in the United States with a focus on the craft brewers and retailers as well as the consumers who favor craft beers. Craft beer enthusiasts are a “consumption community” or, a group of consumers who share a deep involvement with the craft beer category. This study presents a list of common business practices designed to appeal to this unique consumer group.


Investigating The Relationship Between Noun Classes And Plant Folk Taxonomy In Chasu Language Of Kilimanjaro Region In Tanzania, Peter Rabson Mziray Nov 2025

Investigating The Relationship Between Noun Classes And Plant Folk Taxonomy In Chasu Language Of Kilimanjaro Region In Tanzania, Peter Rabson Mziray

Journal of Humanities and Social Sciences

The current study investigates the relationship between noun classes and plant folk taxonomy in Chasu (G 22). The study focuses on two objectives: the first objective is to describe the plant folk taxonomy in Chasu and the second objective is to determine the relationship between noun classes and plant folk taxonomy in Chasu. Data were collected from rural villages in Same and Mwanga districts by using free listing, field interviews (jungle-walk-and-identify), and written texts containing Chasu plant names. The findings reveal that Chasu folk taxonomy reflects different ethnobotanical categories; including a unique beginner which is mmea/mimea ‘plant(s)’, and three life …


The Effect Of Customer Perception Of Service Failure And Recovery On Relationship Dissolution Behavior: Evidence In Airline Services, Jihyo Moon, Sang-Lin Han, Jong Won Lee Oct 2025

The Effect Of Customer Perception Of Service Failure And Recovery On Relationship Dissolution Behavior: Evidence In Airline Services, Jihyo Moon, Sang-Lin Han, Jong Won Lee

Asia Marketing Journal

Many previous studies have been conducted on service failure and recovery, but the existing preceding studies are mainly focused on positive behavioral intentions such as loyalty, word of mouth intention and recommendation intention. Therefore, there is relatively little interest in customers’ negative behavioral intentions.

In today’s society where SNS is very developed, customers’ complaints or retaliatory actions can be spread to other customers without time and space limitations, which can have a great negative impact on the company’s image. In this respect, it is a very important task for service companies to examine the impact of service failure and recovery …


The Effect Of National Brand Failure On Micro-National Image And Attitudes Toward Other Brands: The Moderating Role Of Ethnocentrism, Lingge Jia, Seong Do Cho Oct 2025

The Effect Of National Brand Failure On Micro-National Image And Attitudes Toward Other Brands: The Moderating Role Of Ethnocentrism, Lingge Jia, Seong Do Cho

Asia Marketing Journal

This study examines the effect of failures by prominent Korean brands on Korea’s micro-level national image and other Korean brands among Chinese consumers, focusing on technological capability and design dimensions, and the moderating role of consumer ethnocentrism. Data was collected through surveys that presented scenarios of varying degrees of brand failures and analyzed using AMOS and Hayes Process Macro. Results reveal that typical brand failures negatively affect perceptions of Korea’s micro-national image, particularly in terms of technology capability and design. Additionally, higher levels of ethnocentrism amplify the negative effect of brand failures on the design dimensions of Korea’s image. However, …


Giving Locally Or Globally? How The Destination Of Corporate Charitable Donations Shapes Consumer Brand Preferences, Ohjin Kwon, Young Jee Han, Hakkyun Kim Oct 2025

Giving Locally Or Globally? How The Destination Of Corporate Charitable Donations Shapes Consumer Brand Preferences, Ohjin Kwon, Young Jee Han, Hakkyun Kim

Asia Marketing Journal

We investigate how the geographic destination of charitable corporate donations influences brand preferences. We predict and find that consumers demonstrate a stronger preference for brands that engage in domestic donations as opposed to those that contribute to foreign causes. Additionally, we find that the preference for domestic donations is more pronounced among consumers exhibiting higher levels of nationalism and lower levels of residential mobility. Our research findings offer managerial implications for tailoring CSR strategies to resonate with specific consumer segments. We provide insights for companies aiming to optimize the impact of their philanthropic endeavors.


Saving Face While Earning Rewards: Reward-Both Referral Programs More Effectively Elicit Referrals For Experiential Purchases Than Reward-Me Programs, Hyunkyu Jang, Raj Raghunathan Oct 2025

Saving Face While Earning Rewards: Reward-Both Referral Programs More Effectively Elicit Referrals For Experiential Purchases Than Reward-Me Programs, Hyunkyu Jang, Raj Raghunathan

Asia Marketing Journal

Companies offer rewards when an existing customer invites a new customer to try their product, but the recipient of the reward varies depending on the type of referral program. In Reward-Me programs, only the recommending customer is rewarded, while in Reward-Both programs, both the recommender and the recipient who acts on the recommendation are rewarded. We examined whether purchase type (material vs. experiential) moderates the impact of a reward program on referral likelihood. The results reveal that purchase type does moderate referral likelihood across the two types of reward programs: for material purchases, referral likelihood does not differ between the …


Hedonic And Utilitarian Products For The 21St Century: Classification Of Modern Product Categories, Jin-A Choi, Sufyan M. Baksh, Hyuk Jun Cheong Oct 2025

Hedonic And Utilitarian Products For The 21St Century: Classification Of Modern Product Categories, Jin-A Choi, Sufyan M. Baksh, Hyuk Jun Cheong

Asia Marketing Journal

Consumer purchasing behavior varies according to the type of product being considered. Notably, these behavioral differences become more salient depending on whether a product fulfills a utilitarian function or offers hedonic gratification. The present study aims to develop a novel product classification model that categorizes contemporary goods and services based on the extent to which they possess hedonic or utilitarian value. Methodologically, the study employed a two-stage approach. In the first stage, to identify appropriate products for inclusion in the classification model, the researchers conducted focus group interviews, a comprehensive literature review, and an analysis of major retailers’ websites. In …


Customer Satisfaction And Shareholder Value In The Hospitality And Tourism Industry: The Moderating Role Of A Ceo’S Marketing Experience, Minchung Kim, Yonghee Kim Oct 2025

Customer Satisfaction And Shareholder Value In The Hospitality And Tourism Industry: The Moderating Role Of A Ceo’S Marketing Experience, Minchung Kim, Yonghee Kim

Asia Marketing Journal

Despite the long history of research examining the effects of firm-level customer satisfaction on shareholder value, the existing findings are mixed for the hospitality and tourism industry where customer satisfaction is particularly important for the success of firms. The inconsistent results require further examination of the shareholder value relevance of customer satisfaction. This study offers a comprehensive understanding of the topic by examining the effects of customer satisfaction not only on equity return but also equity risk, and identifying a key contingency. Using annual American Customer Satisfaction Index (ACSI) for publicly traded “restaurant”, “hotel”, and “airline” firms, this study finds …


Sme Marketing Performance: A Mixed-Method Study On Resilient Compositional Capability, Sugianto Sugianto, Ramadania Ramadania, Wenny Pebrianti Jun 2025

Sme Marketing Performance: A Mixed-Method Study On Resilient Compositional Capability, Sugianto Sugianto, Ramadania Ramadania, Wenny Pebrianti

Asia Marketing Journal

This study examines how Small and Medium Enterprises (SMEs) in developing markets achieve marketing performance through resilient compositional capability despite resource constraints. Using data from 435 SMEs in West Borneo, Indonesia, and employing a mixed-method approach, we find that marketing innovation, government support, and organizational ambidexterity positively influence resilient compositional capability. Our results show that while government support and organizational ambidexterity directly impact marketing performance, marketing innovation's effect is mediated by resilient compositional capability. Furthermore, we find that resilient compositional capability significantly mediates the relationship between all independent variables and marketing performance, validating the Composition-Based View's (CBV) premise that firms …


K Means Clustering Analysis For Chinese Tourists' Segmentation On Duty-Free Personal Luxury Goods Purchasing Intentions In The Asia-Pacific Region, Feng Hui, Piang-Or Loahavilai, Nopasit Chakpitak, Tirapot Chandarasupsang Jun 2025

K Means Clustering Analysis For Chinese Tourists' Segmentation On Duty-Free Personal Luxury Goods Purchasing Intentions In The Asia-Pacific Region, Feng Hui, Piang-Or Loahavilai, Nopasit Chakpitak, Tirapot Chandarasupsang

Asia Marketing Journal

This study explores Chinese tourists' purchase intentions for personal luxury goods in Asia-Pacific duty-free shops using an integrated Affect Behavior Cognition (ABC) model of attitude, incorporating subjective norms. Factor analysis and K-means clustering were employed to segment the market based on demographics and purchasing behavior. Three distinct customer segments emerged: the ``All-Participation Group'' highly involved in all purchasing decision factors, focusing on product performance, price, and shopping convenience; the ``Product-Oriented Group'' prioritizing product performance and cost-effectiveness, with a preference for convenient search channels; and the ``Perceived Control & Promotion Group'' influenced by promotions, cautious about product damage, and favoring easy …


How Implicit Theories Can Enhance Or Reduce Charitable Behavior, Yoni Yoon, Jongwon Park Jun 2025

How Implicit Theories Can Enhance Or Reduce Charitable Behavior, Yoni Yoon, Jongwon Park

Asia Marketing Journal

Whether real or merely conceived, the distance to beneficiaries impairs individuals' generosity. This makes it important, both theoretically and practically, to identify factors that can promote prosocial behavior toward distant others. The present research identifies implicit self-theories (i.e., individuals' lay beliefs about the malleability or fixedness of human attributes–-incremental vs. entity theory) as one such factor. Four experiments demonstrate that incremental (vs. entity) theory enhances charitable behavior to distant others by decreasing perceived social distance toward them. We also show that this effect attenuates when the beneficiary is socially close, as consistent with the mediation mechanism. Furthermore, by combining the …


A Study On Consumer-Avatar Interactions In The Metaverse: Implications For Marketing Strategies, Sunmin Kim, Ji Hyeon Heo, Ji Hee Song Jun 2025

A Study On Consumer-Avatar Interactions In The Metaverse: Implications For Marketing Strategies, Sunmin Kim, Ji Hyeon Heo, Ji Hee Song

Asia Marketing Journal

The metaverse, expected to grow into a trillion-dollar market by 2030, is driving global investments across technology, economy, and even education. This research examines the interactions between consumers and avatars, a core element of the metaverse, to understand their influence on consumer identity, behavior, and attitudes. Based on the self-extension and self-expansion theories, the study uses immersive netnography to investigate consumer-avatar dynamics on the ZEPETO platform. Findings indicate that avatars act as extensions of the self, where consumers express control, create, and seek knowledge. Additionally, interactions between avatars contribute to self-expansion, as consumers incorporate the resources, perspectives, and characteristics of …


Market Power Versus Regulation Forces: The Impact Of Antitrust Regulation On Software Firms, Gwona Ko, Boreum Choi, Wooje Cho, Young Bong Chang Jun 2025

Market Power Versus Regulation Forces: The Impact Of Antitrust Regulation On Software Firms, Gwona Ko, Boreum Choi, Wooje Cho, Young Bong Chang

Asia Marketing Journal

The omnipresence of software firms is triggering substantial antitrust concerns, calling into question the adequacy of existing regulatory frameworks. This study explores this pivotal concern in the context of the software industry, which is characterized by profound network externalities among customers and a rapid pace of innovation. Our study used the event study methodology on data from 252 antitrust cases involving the U.S. Federal Trade Commission and U.S. Department of Justice from 2000 to 2022, which revealed important insights into the differentiated effects of U.S. antitrust announcements on the market value of software firms. Although antitrust announcements generally have a …


Does Your Company Care About The Fears Of Pandemic For Salespeople? Insights From Pandemic Demands And Resources, Ihsan Ullah Jan, Seonggoo Ji, Changju Kim Jun 2025

Does Your Company Care About The Fears Of Pandemic For Salespeople? Insights From Pandemic Demands And Resources, Ihsan Ullah Jan, Seonggoo Ji, Changju Kim

Asia Marketing Journal

The pandemics (e.g., COVID-19) disrupt the roles of all professionals, particularly those of salespeople. This study seeks to empirically examine how fears amidst the pandemic, as pandemic demands, influence salespeople's attitudinal and behavioral outcomes and how organizational and personal resources as pandemic resources mitigate the negative outcomes for salespeople. Building on the job demands-resources (JD-R) model and employing the partial least squares-based structural equation modeling, this study tested the proposed hypotheses using responses from 237 salespeople in South Korea. The results mainly supported hypotheses. As a major theoretical contribution, this study delineates Pandemic fears in terms of salespeople's fear of …


Customer Lifetime Value: Dimensionalities And Conceptual Connections, Sharmistha Bhattacharyya, Mrinmoy Kumar Sarma Jun 2025

Customer Lifetime Value: Dimensionalities And Conceptual Connections, Sharmistha Bhattacharyya, Mrinmoy Kumar Sarma

Markets, Globalization & Development Review

Customer Lifetime Value (CLV) has a strong relationship to customer satisfaction and firm profitability . This review indicates that once such a relationship is developed and cemented, multiple benefits accrue to the brand and the firm. The review lays the groundwork for further studies of CLV, especially in the emerging economies.


Exploring The Impact Of Negative Brand Experiences On Consumer Emotions And Behavior, Li Mei Liu, Seong Ho Lee Apr 2025

Exploring The Impact Of Negative Brand Experiences On Consumer Emotions And Behavior, Li Mei Liu, Seong Ho Lee

Asia Marketing Journal

With the continuous development of social media, negative brand emotions have emerged as a significant social phenomenon. However, existing marketing research predominantly focuses on positive emotions. This study aims to explore how the sensory, emotional, behavioral, intellectual, and social dimensions of negative brand experiences elicit consumer regret and brand hate, which subsequently drive the spread of NWOM. Using SEM to analyze data from 1,000 Chinese consumers, this study finds that all dimensions of negative brand experiences significantly influence both regret and brand hate. Consumer regret further amplifies brand hate, intensifying its emotional impact, and drives the dissemination of NWOM. This …


Measuring The Effect Of A Brand Communication Strategy Through Consumer-Generated Content: A Case Study Of Telecommunication Services, Jiwon Baek, Haejin Seo, Tae Ho Song Apr 2025

Measuring The Effect Of A Brand Communication Strategy Through Consumer-Generated Content: A Case Study Of Telecommunication Services, Jiwon Baek, Haejin Seo, Tae Ho Song

Asia Marketing Journal

The objective of marketing communication is to develop brand knowledge in consumers’ minds by informing and persuading consumers with the information that the brand needs to convey. However, existing studies on advertising effects have primarily focused on quantitative performance metrics. Although studies measuring consumers' cognitive responses have increased recently, it is still difficult to find research analyzing the effectiveness of advertising from a communication perspective. Therefore, we aimed to examine the communication effectiveness of advertising by utilizing Consumer-Generated Content data. The results of the Semantic Network Analysis and centrality analysis revealed differences in advertising effectiveness between the two brands. Moreover, …


Rethinking Money: How The Backfire Effect Shapes Consumer Reactions To Recommendations, Hee-Kyung Ahn, Eunkyoung Lee Apr 2025

Rethinking Money: How The Backfire Effect Shapes Consumer Reactions To Recommendations, Hee-Kyung Ahn, Eunkyoung Lee

Asia Marketing Journal

This research explored how priming of money influences consumers' reactions to others' opinions, particularly regarding compliance with different types of recommendations. Across two experiments, we found that subtle reminders of money made individuals value their independence in decision-making. As a result, they tended to respond negatively to recommendations that were overly prescriptive, such as specific product suggestions. On the other hand, when money reminders accompanied recommendations that offered some flexibility—like suggestions for product categories—individuals were more likely to agree with these flexible recommendations than specific suggestions. This effect even persisted when the category recommendations included only a single alternative.


Detrimental Impact Of Waiting On Dining Experiences: Evidence From Online Restaurant Reviews, Jooa Baek, Yeongbae Choe Apr 2025

Detrimental Impact Of Waiting On Dining Experiences: Evidence From Online Restaurant Reviews, Jooa Baek, Yeongbae Choe

Asia Marketing Journal

This study employs big data analytics to examine customers’ waiting experiences in restaurants, a critical component of the broader hospitality and tourism industry. Drawing upon a large corpus of online reviews, the analysis uses topic modeling to identify four salient themes that emerge—waiting, food, servicescape, and service quality—informing the way in which customers perceive and evaluate dining experiences. Two subsequent regression analyses reveal a significant negative relationship between waiting-related comments and overall review ratings, underscoring the disproportionate influence of waiting experiences in shaping customer satisfaction. These findings offer valuable insights for hospitality and tourism practitioners and researchers aiming to deepen …


Illuminating The Pathway From Social Media Marketing Stimuli To Skincare Brand Choice Through Product Effectiveness, Elfi Elfi, Sabrina O. Sihombing, Ferdi Antonio Apr 2025

Illuminating The Pathway From Social Media Marketing Stimuli To Skincare Brand Choice Through Product Effectiveness, Elfi Elfi, Sabrina O. Sihombing, Ferdi Antonio

Asia Marketing Journal

This study illuminates factors driving skincare brand choice by examining the role of product effectiveness in the social media marketing context. Using quantitative approach with Structural Equation Modeling on data from 217 Gen Z respondents, the research focuses on two key social media marketing stimuli: nano influencer marketing and short video content marketing. The findings reveal that product effectiveness significantly mediates the relationship between these marketing stimuli and consumer brand selection. While various marketing stimuli can attract consumer attention, the perceived effectiveness of the product is the primary driver of brand choice. Additionally, the study highlights the importance of selecting …


Beyond Revenge Spending: Exploring The Role Of Loneliness And Online Brand Equity In Sustained Luxury Consumption Among Asian Mz Adults, Sukyoung Kang, Sanghee Kim Apr 2025

Beyond Revenge Spending: Exploring The Role Of Loneliness And Online Brand Equity In Sustained Luxury Consumption Among Asian Mz Adults, Sukyoung Kang, Sanghee Kim

Asia Marketing Journal

This study examines the relationship between loneliness, online brand equity, and luxury purchase intentions among Asian MZ adults. While prior research attributed the surge in luxury purchases during COVID-19 to ``revenge spending'' aimed at alleviating negative emotions, this study suggests that individuals leverage loneliness, transforming it into a driving force for luxury consumption by addressing emotional needs rather than simply compensating for distress. By highlighting online brand equity as a moderating factor, the study demonstrates how luxury brands, traditionally reliant on offline experiences, can leverage digital channels to connect with Asian MZ consumers. Based on a survey of 200 participants, …


Editorial: A New Chapter For Asia Marketing Journal, Woojung Chang, Minki Kim, Jaehoon Lee, Choongbeom Choi Apr 2025

Editorial: A New Chapter For Asia Marketing Journal, Woojung Chang, Minki Kim, Jaehoon Lee, Choongbeom Choi

Asia Marketing Journal

No abstract provided.


The Impact Of User-Generated Content And Online Reaction Videos On The Marketing Of Video Games, Diane R. Edmondson, Randy Clark, Trevor Golter Mar 2025

The Impact Of User-Generated Content And Online Reaction Videos On The Marketing Of Video Games, Diane R. Edmondson, Randy Clark, Trevor Golter

Atlantic Marketing Journal

Modern developments in social media, video streaming platforms, and user-generated online content from influencers have led to a growth in video game marketing. One of the prominent genres of user-generated content on video platforms is the reaction video. These videos are relied upon for spreading information and marketing in the video game industry. Providing a better understanding of the impact of this video game promotional outlet is beneficial for marketers, social media influencers, and businesses in this industry. We collected data from 623 Southeastern University undergraduate students to address this topic using a Qualtrics survey. The survey consisted of two …


Unveiling Risk Strategies In The Online Food Delivery Platforms: Evidence From Risk Disclosures And Reprisk Index, Maryam Mahdikhani, Jiyoon An, Arim Park Mar 2025

Unveiling Risk Strategies In The Online Food Delivery Platforms: Evidence From Risk Disclosures And Reprisk Index, Maryam Mahdikhani, Jiyoon An, Arim Park

Atlantic Marketing Journal

Online Food Delivery Platforms (OFDPs) have faced unique challenges related to uncertainty and global risk in recent decades. To address these risks, this study utilized machine learning (ML) techniques, including Latent Dirichlet Allocation (LDA) and Word2Vec, to extract and cluster OFDP-related risk factors. The analysis was conducted using unstructured text data from the annual reports of two prominent OFDP companies—Delivery Hero (DH) and Grubhub (GH)—from 2017 to 2020. We also examined the multidimensional RepRisk Index (RRI) for these companies and developed a two-dimensional matrix to evaluate preparedness and responsiveness across various risk categories in the OFDP sector. The results indicate …