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The Impact Of Social Media On Charitable Giving For Nonprofit Organization, Namchul Shin Jan 2024

The Impact Of Social Media On Charitable Giving For Nonprofit Organization, Namchul Shin

Journal of International Technology and Information Management

Research has extensively studied nonprofit organizations’ use of social media for communications and interactions with supporters. However, there has been limited research examining the impact of social media on charitable giving. This research attempts to address the gap by empirically examining the relationship between the use of social media and charitable giving for nonprofit organizations. We employ a data set of the Nonprofit Times’ top 100 nonprofits ranked by total revenue for the empirical analysis. As measures for social media traction, i.e., how extensively nonprofits draw supporters on their social media sites, we use Facebook Likes, Twitter Followers, and Instagram …


Key Issues Of Predictive Analytics Implementation: A Sociotechnical Perspective, Leida Chen, Ravi Nath, Nevina Rocco Jan 2024

Key Issues Of Predictive Analytics Implementation: A Sociotechnical Perspective, Leida Chen, Ravi Nath, Nevina Rocco

Journal of International Technology and Information Management

Developing an effective business analytics function within a company has become a crucial component to an organization’s competitive advantage today. Predictive analytics enables an organization to make proactive, data-driven decisions. While companies are increasing their investments in data and analytics technologies, little research effort has been devoted to understanding how to best convert analytics assets into positive business performance. This issue can be best studied from the socio-technical perspective to gain a holistic understanding of the key factors relevant to implementing predictive analytics. Based upon information from structured interviews with information technology and analytics executives of 11 organizations across the …


Does Personality Traits And Security Habits Influence Security Of Personal Identification Numbers? The Context Of Mobile Money Services In Tanzania., Daniel Ntabagi Koloseni Jan 2024

Does Personality Traits And Security Habits Influence Security Of Personal Identification Numbers? The Context Of Mobile Money Services In Tanzania., Daniel Ntabagi Koloseni

Journal of International Technology and Information Management

Security is an important ingredient in financial transactions; as such, it is imperative that attention should be paid to enhancing the security habits and user behaviours of mobile payment services. Establishing a link between security habits, personality characteristics, and security behaviours provides a new dimension to studying security behaviours regarding mobile money services. Therefore, this study investigates how personality traits affect security behaviours and habits and how security habits mediate the link between personality traits and PIN security practices. The study found that conscientiousness, openness to experience, extroversion and security habits influence PIN security practices, while conscientiousness, agreeableness, and neuroticism …


Activities Tailoring Within Agile Scrum Roles: A Case Of Nigerian Healthcare Information Systems Development, Yazidu Salihu, Julian Bass, Gloria Iyawa Jan 2024

Activities Tailoring Within Agile Scrum Roles: A Case Of Nigerian Healthcare Information Systems Development, Yazidu Salihu, Julian Bass, Gloria Iyawa

Journal of International Technology and Information Management

Developing quality agile healthcare information systems requires understanding regulatory compliance and evolving healthcare needs through activities tailored within agile scrum roles. Agile scrum, a widely adopted philosophy, offers significant advantages in managing software development processes. This research explores how activities within the agile scrum roles are tailored to agile healthcare information systems development within the Nigerian context. This study adopted a qualitative case study methodology and interviewed 12 agile practitioners developing healthcare information systems within Nigeria using semi-structured open-ended interview guide questions. The practitioners were selected based on a snowballing process, a sunset of purposive sampling techniques from our network …


Explaining Variation In Adoption Of Organizational Innovation: A Social Network Approach, Pooria Assadi Jan 2024

Explaining Variation In Adoption Of Organizational Innovation: A Social Network Approach, Pooria Assadi

Journal of International Technology and Information Management

This article draws from the social network theory and examines how a social network approach can contribute to our understanding of the variation in the adoption of innovative, organization-wide information systems that can help businesses achieve sustainable competitive advantage. It highlights how the extant explanations for the adoption of information systems are limited in the way that they primarily assume organizations make innovation adoption decisions in isolation. It does so by building on growing research which recognizes that organizations are not isolated from one another; rather, they are interrelated through their inter-organizational networks which provide unique learning opportunities that are …


What Can We Learn From A Co-Creation Journey For A Quick Scan Digital Transformation Maturity Assessment Tool For Development Ngos?, Anand Sheombar Jan 2024

What Can We Learn From A Co-Creation Journey For A Quick Scan Digital Transformation Maturity Assessment Tool For Development Ngos?, Anand Sheombar

Journal of International Technology and Information Management

This paper describes the approach and lessons learned from a co-creation process with Dutch development NGOs to create a practical and easy-to-use assessment tool for practitioners to assess the organisation's maturity level of digital transformation. For this study, we applied a design science research methodology, specifically a six-step co-creation approach suitable for developing maturity models. The digital maturity assessment tool (quick scan) created is a domain- specific digital transformation maturity tool for development NGOs rather than a generally applicable tool. This artefact was evaluated using an eight-point Requirements framework for the development of digital maturity assessment tools. By developing a …


Impact Of Social Media Influencers On Consumer Choice: A Case Study Of Reviews By Youtubers, Faisal Fasih Jan 2024

Impact Of Social Media Influencers On Consumer Choice: A Case Study Of Reviews By Youtubers, Faisal Fasih

International Journal on Consumer Law and Practice

Consumer participation is vital for businesses, especially in online markets, because potential customers cannot physically check the product. One of the standard options is to watch the review on YouTube, a source of a host of information, including consumer-related products. However, it also provides a fertile ground for disseminating misinformation, including fake reviews of consumer goods, because the contents of the information are unverified. Fake reviews can create information asymmetry, lead to the dismissal of genuine reviews, and ultimately reduce market competition. Therefore, one would have expected that the popularity of YouTube would decrease as a source of information access. …


The Body Positivity Movement: Improving Female College Students Mental Health And Body Appreciation, Emilie Conners, Lucy Matthews, Diane R. Edmondson Jan 2024

The Body Positivity Movement: Improving Female College Students Mental Health And Body Appreciation, Emilie Conners, Lucy Matthews, Diane R. Edmondson

Atlantic Marketing Journal

Body image concerns among college-aged women continue to be an immense issue across many college campuses. As technology advances, it has become more common for young girls and women to edit their social media photos and focus more on their flaws. Body image has a significant impact on mental and physical health; therefore, it is vital that these concerns are addressed and fought. One movement recently used as a possible way to combat this concern is the body positivity movement. However, more research is needed to understand the impact of this movement on young women. Survey data was collected via …


All In One Place: Ensuring Usable Access To Online Shopping Items For Blind Users, Yash Prakash, Akshay Kolgar Nayak, Mohan Sunkara, Sampath Jayarathna, Hae-Na Lee, Vikas Ashok Jan 2024

All In One Place: Ensuring Usable Access To Online Shopping Items For Blind Users, Yash Prakash, Akshay Kolgar Nayak, Mohan Sunkara, Sampath Jayarathna, Hae-Na Lee, Vikas Ashok

Computer Science Faculty Publications

Perusing web data items such as shopping products is a core online user activity. To prevent information overload, the content associated with data items is typically dispersed across multiple webpage sections over multiple web pages. However, such content distribution manifests an unintended side effect of significantly increasing the interaction burden for blind users, since navigating to-and-fro between different sections in different pages is tedious and cumbersome with their screen readers. While existing works have proposed methods for the context of a single webpage, solutions enabling usable access to content distributed across multiple webpages are few and far between. In this …


Pengaruh Digital Marketing Dan Brand Image Terhadap Keputusan Pembelian Konsumen E-Commerce Shopee Di Kota Cilegon, Dini Fajar Lestari, Jihan Nur Azizah Dec 2023

Pengaruh Digital Marketing Dan Brand Image Terhadap Keputusan Pembelian Konsumen E-Commerce Shopee Di Kota Cilegon, Dini Fajar Lestari, Jihan Nur Azizah

Jurnal Administrasi Bisnis Terapan

This research aims to determine the influence of digital marketing and brand image on purchasing decisions of Shopee e-commerce consumers in Cilegon City. This type of research is quantitative with a sample size of 100 respondents. The data collection technique used was a questionnaire. The data analysis method in this research is multiple linear regression analysis using SPSS software. The research results show that the digital marketing variable has a significant effect on purchasing decisions with a t-count value of 2.613 > t-table 1.985, and a significance value of 0.010 < 0.05. The brand image variable does not have a significant effect on purchasing decisions with a t-value of 0.794 < t-table 1.985, and a significance value of 0.429 > 0.05. Furthermore, digital marketing and brand image simultaneously influence purchasing decisions …


Effect Of Influencer Marketing Strategy On Consumer Behaviour In Fast Moving Consumer Goods Firms In Ghana, Pearl Fafa Bansah, Vanessa Gaffar, Disman Disman, Ayu Krishna Yuliawati Dec 2023

Effect Of Influencer Marketing Strategy On Consumer Behaviour In Fast Moving Consumer Goods Firms In Ghana, Pearl Fafa Bansah, Vanessa Gaffar, Disman Disman, Ayu Krishna Yuliawati

ASEAN Marketing Journal

Manuscript type: Research paper

Research Aims: This study examines the influence of influencer marketing strategies on consumer purchasing behaviour among fast-moving consumer goods (FMCG) companies in Ghana.

Design/methodology/approach: This study employs an explanatory (causal) research design. A 31-item questionnaire split into four categories was used to collect quantitative data. An online questionnaire was sent to FMCG consumers in Ghana's Greater Accra and Ashanti Regions, aged 18–48 years and older. Multiple regression analysis was performed to establish relationships between the study variables.

Research Findings: The findings showed that YouTube is the most popular social media platform among Ghanaian users, …


Trust And Website Conversion In Consumer Responses To Green Product Purchasing: A New Perspective Through The Lens Of Innovative Website Design's Technology Integration, Wutthiya Aekthanate Srisathan, Chavis Ketkaew, Narissara Jantuma, Phaninee Naruetharadhol Dec 2023

Trust And Website Conversion In Consumer Responses To Green Product Purchasing: A New Perspective Through The Lens Of Innovative Website Design's Technology Integration, Wutthiya Aekthanate Srisathan, Chavis Ketkaew, Narissara Jantuma, Phaninee Naruetharadhol

Publications

This study aims to investigate the role of trust and website conversion in consumer responses to green product purchasing, with a new perspective through the lens of innovative website design's technology integration. To achieve this objective, an online survey was conducted with a sample of 384 consumers in Thailand. The results reveal that user trust in innovative website design are significant predictor website conversion in consumer responses to green product purchasing. Innovative website design's technology integration positively influences anticipated website usability and anticipated website quality requirements, which, in turn, enhances trust and leads to increased consumer conversion to green product …


Assessment Of The Omni-Channel Adoption For The Management Of Emergence Technologies In Food Retailing During And After The Era Of Covid-19, Esraa Bukhari Dec 2023

Assessment Of The Omni-Channel Adoption For The Management Of Emergence Technologies In Food Retailing During And After The Era Of Covid-19, Esraa Bukhari

Dissertations and Theses

Using E-commerce has become crucial for retailers, specifically in the food business; the Food industry is one of the essential drivers of economies in the world. In and after the era of COVID-19, as technology advances, there is a need to apply an omnichannel strategy. In response, this research aims to develop a decision focus assessing Omni-channeled adoption for the management of emerging technologies in food retailing during and after the era of COVID-19 to evaluate the omnichannel capabilities of food organizations. This establishes a decision model to fill the research gap to succeed and stay competitive in the food …


Maintaining Consistent Sustainability Performance Through Peaks In Last Mile Logistics: What Factors Most Influence The Maintenance Of Consistent Social And Environmental Sustainability Performance In Last Mile Logistics During Peak Periods? How Do These Factors Exercise This Influence?, Prashant Saran Dec 2023

Maintaining Consistent Sustainability Performance Through Peaks In Last Mile Logistics: What Factors Most Influence The Maintenance Of Consistent Social And Environmental Sustainability Performance In Last Mile Logistics During Peak Periods? How Do These Factors Exercise This Influence?, Prashant Saran

Dissertations and Theses Collection (Open Access)

Last Mile Logistics (LML) is the final leg of the supply chain that gets the product to the chosen destination point of the end consumer. LML has been witnessing unprecedented growth driven by increasing urbanization and growth in e-commerce retail sales. The impact of the rapid growth of LML is being witnessed both in the social and environmental dimensions, making social and environmental sustainability (S&ES) of LML an impactful area of research. LML deliveries driven by e-commerce also experience multiple demand peaks where the number of packages to be delivered spikes significantly over a short period of a few days …


The Determinants Of Creator Performance On Creative Content Platforms: Evidence From Xiaohongshu And Bilibili, Caijun Xu Dec 2023

The Determinants Of Creator Performance On Creative Content Platforms: Evidence From Xiaohongshu And Bilibili, Caijun Xu

Dissertations and Theses Collection (Open Access)

Content creation platforms, including Douyin, Kuaishou, Xiaohongshu, and Bilibili, have emerged as significant drivers of employment and economic growth within the digital economy. These platforms invigorate online engagement and offline consumption, serving as vital conduits that merge China’s digital and real economies. Currently, China boasts over 10 million active content creators on its leading platforms, although their earnings are markedly uneven. While some top-tier creators garner substantial profits, the majority in the mid to lower tiers grapple with profit generation and encounter challenges in enhancing their creative performance. Against this background, this study delves into the antecedents of creative performance. …


Management Of Operations In Projects Including Planning, Organization And Control From The Beginning To The End Of Implementation, Burim Isa Berisha Dr.Sc Nov 2023

Management Of Operations In Projects Including Planning, Organization And Control From The Beginning To The End Of Implementation, Burim Isa Berisha Dr.Sc

International Journal of Business and Technology

The project usually arises as soon as the client’s need is identified, and goes through all the extensive phases and sub-phases to take its true form and put into operation. The project is divided into two main parts that include Planning and Implementation that are separate in these stages: definition, planning, organization, control, completion. Planning involves a detailed calculation of the project. This includes known facts, admissible facts and risk calculation. Activity model used by IKOMs Planning as a process involves the cost that accompanies it. The manager must strike the balance between cost and benefit. Project control uses data …


Project Planning And Control, Burim Isa Berisha Dr.Sc Nov 2023

Project Planning And Control, Burim Isa Berisha Dr.Sc

International Journal of Business and Technology

Operations management is important because it relates to the creation of products and services on which we are all dependent. Operations management is also quite motivating; operations are the center of many changes that affect business - changes in customer preferences, changes in the supply chain caused by technologies based on the businesses where we work, where we want to work and so on.

Operations Management includes the role of operations management, the various characteristics of processes, management activities, the responsibilities of managers, and the timely evolution of Operations Management.

Operations Management is a constant change, fostering creativity which allows …


Long-Term Auditor-Client Relationship And Its Effects On The Audit Quality, Burim Isa Berisha Dr.Sc Nov 2023

Long-Term Auditor-Client Relationship And Its Effects On The Audit Quality, Burim Isa Berisha Dr.Sc

International Journal of Business and Technology

Apart from this, the long-term Auditor client relationship has been the center of attention in most of the discussions and debates as well. Numerous studies have been conducted by the academic researchers, financial and professional analysts, regulatory authorities and governing bodies, and in some cases by the Auditors and the firms as well regarding the effects of long-term Auditor-client relationship on audit quality, equity risk premium, financial reports quality, audit pricing etc. These studies provide us with different results, both with the positive and negative associations and effects of long-term Auditor-client relationship on the basis of different factors and contexts. …


Management Of Small Enterprises And Family Businesses In The Republic Of Kosovo, Burim Isa Berisha Dr.Sc, Burim Berisha B.B Nov 2023

Management Of Small Enterprises And Family Businesses In The Republic Of Kosovo, Burim Isa Berisha Dr.Sc, Burim Berisha B.B

International Journal of Business and Technology

Small businesses represent the driving force of an economy. They are the key that enables the production and marketing of thousands of products and services thus becoming the basis for a sound economic development. Consequently, small businesses are of vital importance to the economy.

Small business is a generator of innovation and a source of new jobs. The trend shows that small businesses are the backbone of all developments and movements in the economic system.

The small business scope is present in almost every pore of social and economic life.

According to the Statistical Register for Businesses, there are 9,358 …


The Process Of Adapting Innovations In Banking Services By Businesses In Kosovo, Burim Isa Berisha Dr.Sc, Burim Berisha B.B Nov 2023

The Process Of Adapting Innovations In Banking Services By Businesses In Kosovo, Burim Isa Berisha Dr.Sc, Burim Berisha B.B

International Journal of Business and Technology

This dissertation addresses the importance of a business model from businesses in Kosovo, which is able to adapt innovations from the banking sector such as digital services, and through which become part of a global market where such developments occur step by step. very fast At the beginning of this paper will be given definitions related to the main concepts that are addressed such as business model, innovations in banking services - digitalization of services and the role and importance of linking a business model with banking services of the time. After the theoretical part, from which the main concepts …


Agency Theory And Audit Quality, Burim Isa Berisha Bb Nov 2023

Agency Theory And Audit Quality, Burim Isa Berisha Bb

International Journal of Business and Technology

Auditing plays a vital role in reducing both: information asymmetry by empirically confi rming the validity of fi nancial statements and agency problems. The principal- agent confl ict illustrated in agency theory, where principal (owner) lack reasons to believe their agents (managers) because of information asymmetries and contradictory motives. Information asymmetry deals with the study of decisions in transactions where one party has more or superior information than other. Agents (either directors or auditors) may be trustworthy without further incentives to align interest or monitoring strategies such as audit or increased regulation. However, the simple agency model would recommend that …


The Process Of Adapting Innovations In Banking Services By Businesses In Kosovo, Burim Isa Berisha Dr.Sc, Burim Berisha B.B Nov 2023

The Process Of Adapting Innovations In Banking Services By Businesses In Kosovo, Burim Isa Berisha Dr.Sc, Burim Berisha B.B

International Journal of Business and Technology

This dissertation addresses the importance of a business model from businesses in Kosovo, which is able to adapt innovations from the banking sector such as digital services, and through which become part of a global market where such developments occur step by step. very fast At the beginning of this paper will be given definitions related to the main concepts that are addressed such as business model, innovations in banking services - digitalization of services and the role and importance of linking a business model with banking services of the time. After the theoretical part, from which the main concepts …


Boots On The Ground: Foreign Direct Investment By Born Digital Firms, Maximilian Stalkkamp, Liang Chen, Sali Li Nov 2023

Boots On The Ground: Foreign Direct Investment By Born Digital Firms, Maximilian Stalkkamp, Liang Chen, Sali Li

Research Collection Lee Kong Chian School Of Business

Research Summary: Recent global strategy research on born digital firms (i.e., firms with digital products distributed through digital channels) has paid only limited attention to the role of foreign direct investment (FDI) in the internationalization of such firms. We argue that exploiting digital technologies requires a range of complementary, non-digital resources. Born digitals typically deploy FDI when large cultural and geographic distances limit the fungibility and scalability of such complementary resources, leading to a positive relationship between distance (cultural and geographic) and FDI. The positive distance effect is moderated by business model type. Using a sample of US-based born digital …


Gift Sharing On Social Media: What Drives It?, Mira Lee, Yoon-Hee Kang Oct 2023

Gift Sharing On Social Media: What Drives It?, Mira Lee, Yoon-Hee Kang

Asia Marketing Journal

This study examines factors influencing gift sharing on social media. An online survey gathered data from American adults. It investigates how motivations for social media content posting, gift attributes, giver characteristics, and recipient reactions affect gift-sharing behavior. Findings show self-expression motives in content posting drive sharing, while social interaction motives do not. Gifts perceived as experiential and expensive are more likely to be shared. Recipient-centric gifts positively influence gift sharing, while giver-centric gifts hinder sharing. Attitude towards the gift predicts sharing, while appreciation does not. The study enhances understanding of gift sharing on social media and offers marketing insights for …


Winning Back Attendance: Effects Of Winning Performance, Online Search, And The Mlb Rule Changes For More Dynamic Games, Rhino Kim, Sue Ryung Chang Oct 2023

Winning Back Attendance: Effects Of Winning Performance, Online Search, And The Mlb Rule Changes For More Dynamic Games, Rhino Kim, Sue Ryung Chang

Asia Marketing Journal

As Major League Baseball (MLB)’s continuous decline in popularity has caused its game attendance to drop gradually, the league makes a desperate attempt such as game rule changes to remain relevant. Along with the introduction of new rules to make games more dynamic such as the pitch clock, bigger bases, and defensive shift limitations, it is important for MLB franchises to understand drivers for game attendance. We focus on the effect of accumulated winning performance of the two teams on game attendance, one of the key drivers of game attendance, and investigate how it is influenced by consumer and industry …


The Effects Of Self-Development, Self-Therapy, And Self-Presentation Motivations On Quality Of Life, Visitor Loyalty, And Omnivorous Cultural Engagement Through Visitor Satisfaction In Art Museums: Examining The Moderation Effect Of Age And Attitude Toward Sns Posting, Minyeong Yi, Suna La Oct 2023

The Effects Of Self-Development, Self-Therapy, And Self-Presentation Motivations On Quality Of Life, Visitor Loyalty, And Omnivorous Cultural Engagement Through Visitor Satisfaction In Art Museums: Examining The Moderation Effect Of Age And Attitude Toward Sns Posting, Minyeong Yi, Suna La

Asia Marketing Journal

This study investigates the fulfillment of self-motivation including self-development, self-therapy, and self-presentation on the outcomes such as subjective quality of life, omnivorous cultural engagement, and visitor loyalty via visitor satisfaction in art museums. The analyses on 285 valid survey responses demonstrated that fulfillment of self-development and self-therapy needs have significant positive influence on visitor satisfaction. The effect of fulfilling self-presentation need on visitor satisfaction was found to be moderated by attitude toward SNS posting, while the age factor, based on generations, did not show a significant moderation effect. It was also found that visitor satisfaction positively influences visitor loyalty, including …


Updated Reviews And Trends In Consumer Neuroscience, Jin Ho Yun Oct 2023

Updated Reviews And Trends In Consumer Neuroscience, Jin Ho Yun

Asia Marketing Journal

Consumer neuroscience methods have become prevalent in marketing research. Despite their proven significance, very little marketing research has addressed their applications in Asia. Thus, this review aims to introduce practical integrations with consumer neuroscience and marketing research and how they can be carefully applied to these fields, with some identified caveats. Specifically, I review the recent literature from top marketing and science journals to (1) highlight substantial applications of updated neuroscientific methods to marketing research and neuroforecasting approaches, (2) discuss the additional potential of computational models in these applications, and (3) offer a simple framework that adopts a multi-method approach …


Understanding The Continuance Intention To Use Chatbot Services, Jeeyeon Kim, Yiling Li, Jeonghye Choi Oct 2023

Understanding The Continuance Intention To Use Chatbot Services, Jeeyeon Kim, Yiling Li, Jeonghye Choi

Asia Marketing Journal

Chatbot services have become an essential communication tool for interacting with consumers in e-commerce. To understand consumer behavior in the context of chatbot services, we apply the Theory of Planned Behavior (TPB) to analyze continuance intention to use and additional predictors to explain behavioral intention. An analysis of data collected from 300 digital shopping users who had experienced chatbot services revealed that an extended TPB model holds for the continuous use of chatbot services, driven by both interaction and information quality. Accordingly, these findings provide a better understanding of consumer behavior toward chatbot services and valuable insights into digital customer …


Digital Wealth Management And Consumption: Micro Evidence From Individual Investments, Qian Gong, Mingyuan Ban, Yunjun Yu, Luying Wang, Yan Yuan Oct 2023

Digital Wealth Management And Consumption: Micro Evidence From Individual Investments, Qian Gong, Mingyuan Ban, Yunjun Yu, Luying Wang, Yan Yuan

Research Collection Lee Kong Chian School Of Business

With the rapid advancement of digital finance in China, accessing wealth management services through digital platforms has become considerably convenient. However, the potential impact of digital platform investments on residents' consumption remains a relatively unexplored question. This study addresses this gap by leveraging a unique dataset obtained from one of China's largest fintech companies, encompassing individual-level data on consumption and investment. Our findings indicate that engaging in digital platform investments can indeed stimulate residents' consumption. Importantly, participation in digital platform investment has an inclusive effect, with a more pronounced marginal impact on consumption among low-income residents and in-dividuals residing in …


Generating Clicks: Display Advertising Within Social Media, Ronda Mariani, Thomas Tanner, Loreen Powell Sep 2023

Generating Clicks: Display Advertising Within Social Media, Ronda Mariani, Thomas Tanner, Loreen Powell

Atlantic Marketing Journal

This research study developed a comprehensive social community prototype and tested a variety of display advertising scenarios to determine which scenario motivated social media users to click. Empirical research based upon 503 users of social media led to the development of several independent variables, which were identified in the study as display advertising scenarios. The display advertising scenarios tested in the study were video, animation, engagement, and brand familiarity, as well as the size and location of the display advertising within each social media prototype web page. Data collected identified which display advertisement scenarios motivated a social media user to …