Business Commons^™

Exploring Social Media Sentiment Analysis In Relation To Common Stock, Landon Johnson

Finance Undergraduate Honors Theses

Many institutions, investors, and researchers have sought to gain insights into consumer attitudes and behaviors by leveraging social media. However, trading strategies utilizing social sentiment have been observed to often provide returns roughly equivalent to or less than those of standard market indexes. This observation raises several questions: does the efficacy of social sentiment analysis vary from firm to firm? Are price or volume directly correlated with social sentiment? Does social sentiment display any predictive ability? The following analysis attempted to answer these questions by comparing one week’s worth of data from Twitter users to price and volume data from …

Just Following Up: My Experience As A Summer Student Administrator For Osler, Hoskin & Harcourt Llp, Bridget Leslie

SASAH 4th Year Capstone and Other Projects: Publications

In this paper, I reflect on my experience as a Summer Student Administrator for Osler, Hoskin & Harcourt LLP where I acquired skills such as proficiency in various software and data analysis as well as professional communication, confidence, and organization. I applied these skills daily to produce quality work, and I am still applying these skills to my academic and personal life almost a year later. The culminating experience of the summer was presenting my own data analysis to a group of executives, which helped me improve my presentation skills and foster confidence in my own abilities. In addition to …

An Exploration Of Best Practices For Personal Branding On Social Media In The Fashion Industry, Danielle Brickner

Honors Projects

The purpose of my project was to evaluate the personal branding tactics that are used to be successful on Instagram in the fashion industry. Social media is a growing tool for influencers and brands. Since its creation in 2010, Instagram has become one of the most popular platforms, specifically for the fashion industry as it is centered around photos. This project explores how authenticity, creating a target audience, and utilizing content activities plans can impact one’s success on Instagram. Throughout the project, I used these three criteria on a fashion-oriented Instagram account to determine how these factors can impact post …

The Acceleration Of The Fashion Trend Cycle Through Social Media, Katelin M. Callery

Selected Honors Theses

Fashion is known for its cyclical nature, but this cycle has been careening out of control in recent years. To deduce the cause of this acceleration of the fashion trend cycle, research was conducted to determine social media’s role in the trend cycle. Since coming into prominence in the last 20 years, social media has monumentally impacted countless different areas of modern culture, this paper analyzes its impact on the diffusion of fashion objects into societal relevance. This analysis is conducted through Roger’s Diffusion of Innovation curve and an in depth look into both short and long term fashion trends …

The Effect Of Social Skills On Analyst Performance, Cong Cong Li, An-Ping Lin, Hai Lu

Research Collection School Of Accountancy

Social skills are important but difficult to measure. So far, few empirical studies have examined the effect of social skills on the performance of professionals. Using the number of LinkedIn connections as a proxy for social skills, we investigate the effect of financial analysts' social skills on their performance. We use multiple ways to validate the measure of social skills and show that analysts with better social skills produce more accurate earnings forecasts and that their stock recommendations elicit stronger market reactions. Furthermore, these socially skilled analysts are more likely to be voted as All-Star Analysts. This study provides the …

And The Oscar Goes To... Tiktok, Dawson Bley

Senior Honors Theses

Companies have been forced to take note of the emerging social media app, TikTok, which has attracted more than a billion users to its platform and invited businesses into an uncharted market ready to be exploited. By seeking to understand and employ the unique features which have led to TikTok’s far-reaching success, many companies can similarly improve their position. In particular, traditional movie companies, which have recently suffered blows at the box office due to factors such as competition with online streaming, could benefit from an analysis of this tech to restore lost engagement and revenue. Specifically, how can the …

Influencer Marketing In Data-Driven World, Rekha Attri, Jagdish Bhagwat

Management Dynamics

Despite the increasing popularity of influencer marketing, the knowledge related to the parameters of influencer marketing affecting the brand knowledge and development of customer attitudes is scarce and not sufficiently explored. This research uses the tri-component attitude model to identify the impact of the credibility of mega influencer, content of the post and the congruence of the influencer with the brand on brand knowledge, affection and purchase intention of youth representing Gen Z for personal care products. We shortlisted the influencers to represent the Mega, Macro and Micro Influencer categories for our study. The survey instrument was a questionnaire developed …

Role Of Social Media On Travel Destination Decision-Making: Young American’S Motivation, Attitude, And Behavioral Intention, Wooyang Kim, Dale A. Cake, Hyun Sang An

Association of Marketing Theory and Practice Proceedings 2023

This study aims to examine how social media influences American Millennials’ and Gen Zers’ travel destination decision-making process in an integrative theoretical framework of the Uses and Gratification Theory and Theory of Reasoned Action. Young generations, who desire escapism and entertainment in order to relax through their everyday lives, are looking for value brought to their lives from vicarious out-of-routine experiences through social media, which engenders process gratification. This process evokes the desire to experience and explore the destination they viewed on social media, inducing vicarious pleasure that leads to affective responses toward the travel destination. Notably, a positive …

Sophisticated Vs. Rugged: Examining Gendered Brand Communication Styles And Social Media Engagement, Joanne T. Cao, Jamye Foster, Gallayanee S. Yaoyuneyong, Lacey K. Wallace

Journal of Applied Marketing Theory

Advertising and marketing managers understand that not all brands need to be on social media, but what is not clearly understood is consumers’ engagement expectations for brands that are on social media. Therefore, this study investigates the impact of brand personality, specifically sophisticated and rugged brands, and gendered communication styles on consumers’ expectations of social media engagement. A scenario-based experiment is performed to test the hypotheses using a mock brand. The main study consisted of a Qualtrics consumer panel, and a MANOVA was utilized to examine three components of social media engagement (consumption, contribution, and creation) on the two brand …

Digitalisation Touches Everything, Havovi Joshi

Asian Management Insights

Digitalisation touches everything

Social Media: Enabling Touchpoints Beyond Advertising, Kapil R. Tuli, Sheetal Bhardwaj

Asian Management Insights

An effective customer service platform and a strategic communication channel.

The Double-Edged Sword Of Social Media Usage During The Covid-19 Pandemic: Demographical And Cultural Analyses, Khaled A. Alshare, Murad Moqbel, Mohammad I. Merhi

Information Systems Faculty Publications and Presentations

Purpose

This exploratory research aims to (1) investigate the bright and dark sides of social media use during the COVID-19 pandemic; (2) explore the impact of demographic factors on social media usage; and (3) assess the effects of cultural dimensions on social media usage.

Design/methodology/approach

The data are collected through an online survey. Factors derived from grounded theories and models such as affordance theory and Hofstede's cultural framework were considered. Spearman correlation and nonparametric analysis were used to test the hypotheses.

Findings

The results revealed that social media usage was positively associated with healing and affiliation, and negatively associated with …

The Social Media Industry: Where Is It Heading?, Yanli Zhang, Huy Will Nguyen, Young Hoon Jung, Isabelle Yi Ren

Department of Management Faculty Scholarship and Creative Works

The social media industry has entered a new stage with intensifying competition and heightened uncertainty about future directions. The purpose of this paper is to provide analyses of the current challenges and to identify industry-wide trends that may offer a roadmap for the future. This study identified five major trends in the current social media industry: 1) content is king, and that content is moving to visual; 2) artificial intelligence is key to competitive advantage; 3) network effects still matter, but business model innovation can overcome that barrier; 4) the need to broaden revenue sources; and 5) the strive for …

Global Online Trade In Primates For Pets, Vincent Nijman, Thais Q. Morcatty, Hani R. El Bizri, Hassan Al-Razi, Andie Ang, Ahmad Ardiansyah, Sadek Atoussi, Daniel Bergin, Sarah Bell, Franciany Braga-Pereira, Marco Campera, Nabajit Das, Felipe E. Silva, Kim Feddema, Grace Foreman, Anna Fourage, Smitha D. Gnanaolivu, Malene F. Hansen, Elena Račevska, Brittany C. Rapone, Ganga R. Regmi, Chris R. Shepherd, Sofiya Shukhova, Penthai Siriwat, Jaima H. Smith, Seyed A. M. M. Tabar, Aline S. Tavares, Ariana V. Weldon, Angelina Wilson, Nobuyuki Yamaguchi, Mingxia Zhang, Magdalena S. Svensson, K. Anne-Isola Nekaris

Research outputs 2022 to 2026

The trade in primates as pets is a global enterprise and as access to the Internet has increased, so too has the trade of live primates online. While quantifying primate trade in physical markets is relatively straightforward, limited insights have been made into trade via the Internet. Here we followed a three-pronged approach to estimate the prevalence and ease of purchasing primates online in countries with different socioeconomic characteristics. We first conducted a literature review, in which we found that Malaysia, Thailand, the USA, Ukraine, South Africa, and Russia stood out in terms of the number of primate individuals being …

Managing The Content Of Linkedin Posts: Influence On B2b Customer Engagement And Sales?, Roberto Mora Cortez, Wesley J. Johnston, Ayan Ghosh Dastidar

School of Business

This study investigates whether LinkedIn content in a business-to-business (B2B) service setting affects how firms generate engagement and sales revenue. Drawing on social media marketing theoretical underpinnings, we explain how a new post typology (sales, technical, and social) and customer engagement (likes, clicks, shares, and comments) are relevant to increase firm performance. We specify a VAR model with exogenous variables (VARX) using 106 weeks of data from a new, steadily growing B2B firm. We focus on the cumulative effects (i.e., short- and long-term effects) of the types of posts, website visits, new followers, and a composite of engagement behaviors over …

Paid Advertising: Understanding How Ad Format And Visuals Impact Ad Link Clicks And Conversions, Samantha Ensinger

Honors Projects

Limited research exists that effectively describes what format of ads (photos, videos, graphics, or GIFs), receive the most link clicks, the most adds-to-cart, and the most conversions. There is even less research available that describes the extent to which the visual structure of advertisements, such as chosen colors, imagery, text, and duration impacts ad performance. This study sets out to address and help close this research gap by creating and testing multiple advertisements on Facebook and Instagram.

Strategic Communication In The Feminine Hygiene And Beauty: A Comprehensive Plan For Effective Engagement And Influence, Mikhailia A. Williams

Global Strategic Communications Student Work

The beauty and health industry is a multi-billion dollar market that includes companies that produce feminine hygiene products (Petruzzi, 22). These brands are looking for new ways to connect with their consumers and increase consumer loyalty. The Honey Pot Company, a plant-based and organic feminine hygiene brand, has an opportunity to increase its online brand sentiment by implementing a strategic communications plan for female consumers aged 15 to 50. The objective of this report is to provide a comprehensive analysis of the company's communication, marketing and brand strategies, as well as create a strategic communications plan to develop a positive …

Launching An Online Boutique And Analyzing Digital Marketing Strategies Used, Kayla Weyers

Honors Theses

Digital marketing is becoming more relevant and widely used in the marketing industry. In order to use the marketing skills that I have learned through my marketing major in a real-world scenario, I launched an online women’s clothing store called Ash + Grae. This paper examines the start-up process and legal obstacles of opening a small business. It also analyzes the different marketing techniques by comparing digital marketing strategies such as social media, influencer, email, and SEO marketing.

Social Media Impact On Small Brick And Mortar Businesses, David N. Bowles

University Honors Theses

This thesis examines the implementation of various strategies and goals for small to medium brick-and-mortar enterprises regarding their use of social media. Drawing from primary data collection with small brick-and-mortar businesses within the greater metro area of Portland, Oregon, the value of social media is the ability of an organization to create a sense of value for their consumers while promoting positive relations and enhancing the consumer's ability to interact with an organization on a more personal level. Focusing on the implementation of various strategies and promotional efforts to increase the success of these small businesses and align their organizational …

Hiring Decisions: Impacts Of Applicant Gender And Social Media Presence, Alicia Ostrowski

Honors College Theses

Studies show that hiring decisions can be influenced by an applicant’s social media profile (Broughton et al., 2013) as well as their gender (Garcia-Retamero & Lopez-Zafra, 2009). Women, compared to men, are more likely to face hiring discrimination (Garcia-Retamero & Lopez-Zafra, 2009) and many hiring managers tend to look at an applicant’s social media profiles for additional information during the hiring process (Broughton et al., 2013). There is a lack of substantial research on the combination of these two factors. This study examined the effects of gender and social media type on hiring decisions.

What Is The Role Of T.E.A Concept Between Positive Recommendation And Behavioural Intention To Purchase In Social Media?, Phyo Min Tun

The South East Asian Journal of Management

Research Aims: This study explores the antecedents of customers’ behavioural intention to purchase on the social media platform. In addition, the T.E.A concept, the group of consequences of positive recommendation (PR), is developed by amalgamating trust (T), easiness (E), and amusement (A).

Design/Methodology/Approach: The data was collected from 260 random social media users from Myanmar. Both exploratory factor analysis (EFA) and confirmatory factor analysis (CFA) were employed to examine the observed variables, and structural equation modelling (SEM) techniques were used to estimate the hypotheses in AMOS software.

Research Findings: The results disclose that the T.E.A concept is …

Impact Of Employer Value Proposition And Social Media Use On The Intention To Apply For A Job In The It Industry Of Vietnam, Quoc Trung Pham, Duy Anh Vo

The South East Asian Journal of Management

Research Aims: Human resources are critical for success in the digital economy. However, IT human resources are predicted to be scarce and attracting IT talent is difficult for many enterprises. Currently, employer branding and social media advertising are possible solutions to these problems. This research aims to evaluate the influence of EVP and social media use on the intention to apply for an IT job.

Design/Methodology/Approach: The quantitative research method is used to verify the research model. The sample includes 240 valid respondents from HCMC, Vietnam. The research model includes six independent variables (5 values of EVP and social media …

Vignettes: Social Media Practices Of Selected Social Enterprises In The Philippines, Raymund B. Habaradas, Ian Benedict R. Mia

Center for Business Research and Development

Social media enable firms to engage their consumers at a lower cost and at a higher level of efficiency than traditional communication tools. Using the typology for social media marketing of Coursaris et al (2013), we illustrate how two Philippine social enterprises, namely Human Nature and HOPE, utilize social media, specifically their Facebook brand pages, to promote their social and economic objectives.

Our exploratory study shows that social enterprises adopt different approaches in crafting the messages they release on social media. Their choice of highlighting either their products or their advocacies are influenced by the nature of their products and …

Serving Behind The Screen: Practical Recommendations For Best Practices On Social Media For Government Practitioners, Livianette Cabrera

Student Theses and Dissertations

The usage and importance of social media continues to grow in our everyday life, however, governments lag on using the platforms to the fullest extent. This study aimed at learning what best practices should government practitioners exercise to meet constituents needs and provide services and information online. Through oral histories conducted with a small pool of participants, four themes emerged which helped to answer the research question. Findings illustrated four main traits/themes were essential if social media managers wanted to excel at their job: Competent Strategic Senior Management, Effective Community Management, Mission and Value Alignment, and Customized Curation. Through an …

A Study On Tourist Guides’ Use Of Social Media Platforms, Ozge Gudu Demirbulat

University of South Florida (USF) M3 Publishing

In this research, which was carried out to determine how and for what purposes tourist guides use social media platforms; the Facebook and Instagram accounts of 42 active tourist guides registered with the Trabzon Regional Chamber of Tourist Guides, which was established in accordance with the Profession Law of Tourist Guide numbered 6326, were examined. In the research, it was determined what kind of posts the tourist guides make on their Facebook and Instagram accounts, to what extent they use the relevant platforms as a personal promotional element, and to promote the relevant platforms in the tourism sector. In order …

Determinants Of Entrepreneurial Intention: A Study On Indonesian Students, Satriadi Satriadi, Abu Muna Almaududi Ausat, D. Yadi Heryadi, Warkianto Widjaja, Ade Risna Sari

BISNIS & BIROKRASI: Jurnal Ilmu Administrasi dan Organisasi

Finding jobs for university graduates is becoming more difficult as the number of job opportunities available is not proportional to the number of graduates. This situation is aggravated by the low interest of the Indonesian population in entrepreneurship, which is at roughly 3.1%. This study aims to investigate the effect of entrepreneurial self-efficacy, creativity, attitude toward entrepreneurship, social media, entrepreneurial culture, and motivation on student’s entrepreneurial intentions. Social media is warranted in the study as the respondents are in the group of millennials. A quantitative method was used. The data analysis employed Structural Equation Modelling (SEM) with Partial Least Squares …

Does Social Media Accelerate Product Recalls? Evidence From The Pharmaceutical Industry, Yang Gao, Wenjing Duan, Huaxia Rui

Research Collection School Of Computing and Information Systems

Social media has become a vital platform for voicing product-related experiences that may not only reveal product defects but also impose pressure on firms to act more promptly than before. This study scrutinizes the rarely-studied relationship between these voices and the speed of product recalls in the context of the pharmaceutical industry where social media pharmacovigilance is becoming increasingly important for the detection of drug safety signals. Using Federal Drug Administration (FDA) drug enforcement reports and social media data crawled from online forums and Twitter, we investigate whether social media can accelerate the product recall process in the context of …

How Can Social Networks Impact Careers In Game Development?, Tongzhang Wang

Undergraduate Student Research Internships Conference

The game development industry is one characterized by young workers and fast worker turnover. The popularity of using twitter as a professional tool within the video games industry presents a potentially insightful view port into a professional's informal network. Investigating characteristics of the social networks of newly graduated students in the game development industry may reveal what factors contribute to fast worker turnover and how certain cohorts may face additional barriers.

Are More Followers Always Better? The Non-Linear Relationship Between The Number Of Followers And User Engagement On Seeded Marketing Campaigns In Instagram, Suyoung Moon, Shijin Yoo

Asia Marketing Journal

Seeded marketing campaign (SMC) is a newly created type of marketing activities with the widespread use of social media. Previous research has examined to find out the optimal seeding strategy that yields the best outcome from the campaign. This research explores the relationships between the characteristics of the seeded influencer and user engagement. The data consists of information from 1,062 seeded Instagram posts posted in September 2020 in Korea and 778 seeded influencers who posted those contents. Analyzed by negative binomial regression, our quadratic model suggests that the relationship between user engagement and the number of followers of the seeded …

The Influence Of Sponsorship Engagement On Brand Loyalty: An Analysis Of The On-Site And Social Media Activational Communications., Achyut Kulkarni

Electronic Theses and Dissertations

The purpose of this study was to investigate the influence of sponsorship engagement (enacted via sponsorship activations) on consumers’ responses to sponsors’ activational communications. Specifically, this study aimed at examining if interaction and engagement with their team’s sponsors’ activational communication on-site, as well as on social media, influenced loyalty towards the sponsors. The study utilized service-dominant (S-D) logic as the theoretical framework. The S-D logic perspective recognizes that consumer behavior is centered on the interactive experiences between a consumer and an object, in this case the sponsor, and that a level of consumer interest and/or personal relevance with respect to …