Digital Commons Network^™

Understanding Older People’S Voice Interactions With Smart Voice Assistants: A New Modified Rule-Based Natural Language Processing Model With Human Input, Zhengxu Yan, Victoria Dube, Judith Heselton, Kate Johnson, Changmin Yan, Valerie Jones, Julie Blaskewicz Boron, Marcia Shade

College of Journalism and Mass Communications: Faculty Publications

The COVID-19 pandemic has expedited the integration of Smart Voice Assistants (SVA) among older people. The qualitative data derived from user commands on SVA is pivotal for elucidating the engagement patterns of older individuals with such systems. However, the sheer volume of user-generated voice interaction data presents a formidable challenge for manual coding. Compounding this issue, age-related cognitive decline and alterations in speech patterns further complicate the interpretation of older users’ SVA voice interactions. Conventional dictionary-based textual analysis tools, which count word frequencies, are inadequate in capturing the evolving and communicative essence of these interactions that unfold over a series …

Ai And Advocacy: Maximizing Potential, Minimizing Risk, Matthew Salzano, Nicholas Fung, Ada Lin, Sofia Marchetta, Faith Colombo, Kaylah Davis, John Flynn, Carlos Fuentes, Fion Li, Malar Paavi Muthukumaran, Angelica Paramoshin, Chrisanne Pearce, Vianney Ramos, Charles St. Hilaire, Xi Zheng, Wei Zhuang

School of Communication and Journalism Faculty Publications

New Generative AI tools are revolutionizing writing and communication. This report focuses on AI and advocacy, the act of influencing public policy and resource allocation decisions within political, economic, and social systems and institutions. This report identifies three major opportunities and accompanying risks, plus one strong recommendation for advocates considering using AI. We argue that AI can be useful for advocates, but they must be careful to center human judgment and avoid risks that could distract from their important work or even contribute to societal harms.

The Impact Of Interaction Time And Verbal Engagement With Personal Voice Assistants On Alleviating Loneliness Among Older Adults: An Exploratory Study, Changmin Yan, Kate Johnson, Valerie Jones

College of Journalism and Mass Communications: Faculty Publications

Background: Loneliness in older adults is a critical issue that negatively affects their well-being. The potential of personal voice assistant (PVA) devices like Amazon’s Alexa Echo in reducing loneliness is an emerging area of interest, but it remains under-researched. Objective: this study aims to investigate the effect of interaction time and verbal engagement with PVA devices on reducing loneliness among older adults living alone. Method: In this experiment, individuals aged 75 and older (n = 15), living alone, were provided with Amazon Alexa Echo devices. They were instructed to interact with the device at least five times a day …

The Study Of Baby Boomers And Generation Z’S Attitudes Towards Generational Mental Health Dynamics, Regina M. Luttrell Ph.D., Hunter Harpin, Emma Grace Reville, Yunxiang Yu, Abagail Sweeney

Real Chemistry Emerging Insights Lab

The purpose of this research is to compare and contrast how different historical events have impacted Generation Z members’ and the Baby Boomers’ attitudes towards mental health and how those attitudes have guided members of these generations to feel about medical experts and the technology that they use to deliver their services in the post-COVID era. Studying these topics allows our group to make recommendations as to how medical experts should go about interacting with members of the Generation Z and Baby Boomer generations respectively, based on how historical events have influenced their attitudes towards mental health topics, their perceived …

The Impact Of Loneliness Post-Pandemic And Immersed In The Upcoming Political Election, Regina M. Luttrell Ph.D., Gwen Pratt, Abigail Kludt, Amy Barone, Kwadwo Osei-Poku, Lihan Wang

Real Chemistry Emerging Insights Lab

The Real Chemistry Emerging Insights Lab emerged with a partnership between Real Chemistry and the Public Relations department at the S.I. Newhouse School of Public Communication and serves as a multidisciplinary research center focusing on analytics, artificial intelligence, digital and emerging media for a number of organizations regarding communications.

Healthcare professionals and organizations are interested in identifying how mental health impacts different U.S. generational groups after the COVID-19 pandemic and the intersectionality of U.S. Politics. Our team focused on two generational cohorts – Generation X (1965-1980) and Generation Z (1997-2012) – as an entry point into navigating the impact of …

Examining Connectivity And Mental Health Amongst Generation Z And Millennials, Regina M. Luttrell Ph.D., Alexandra Hosilyk, Nyah Jones, Grace Kos-Dondlinger, Runchu Lang, Katerina Miller

Real Chemistry Emerging Insights Lab

The Real Chemistry Emerging Insights Lab tasked our research team to develop findings based on two generational cohorts and mental health. Our team decided to research Millennials and Generation Z in relation to their mental health and connectivity habits. In addition to these general topics, we analyzed how remote work, the COVID-19 pandemic and U.S. political turmoil have played a role in the mental health status of these two generational cohorts.

The Millennial generational cohort is defined as individuals born from 1981 to 1996. The Generation Z generational cohort is defined as individuals born from 1997 to 2012. In order …

The Kanye Factor: A Brand’S Dilemma, Rachel Oyinloluwa Oyinloye

Global Strategic Communications Student Work

Adidas is a global sportswear manufacturer that grew from roots that started in 1924 by the Dassler brothers before, evolving into the second largest sports brand in the world, now known as Adidas, on August 18, 1949. The brand has had its fair share of success and scrutiny in its 73-year existence. As a company that has diversity, equity, and inclusion as key points in its global strategy, Adidas is not a stranger to facing criticism in this area. In October 2022, recording artist, producer, and entrepreneur Kanye (Ye) West came under fire for a series of controversial actions. From …

Identifying Barriers: Analysis Of Federal Law Enforcement Social Media And Recruitment Efforts, Reena Desai, Edgar Greer, Meghan Waldron

Doctor of Education Capstones

The Federal Bureau of Investigation Richmond Field Office seeks to diversify their applicant pool. In an effort to provide information on how to meet this need, our doctoral team analyzed the social media sites of six federal law enforcement agencies to include: the Federal Bureau of Investigation- Headquarters, Federal Bureau of Investigation-Richmond Field Office, Alcohol Tobacco & Firearms, the Federal Bureau of Prisons, the Drug Enforcement Agency, and the United States Marshal Service. By examining a 60-day window of images and their associated text on X (formerly Twitter), Facebook, and Instagram accounts, we wanted to gain a stronger understanding of …

From Conspiracy To Normalcy: The Mainstreaming Of Qanon In “Disney Grooming” Messages Online, Daniela Peterka-Benton, Bond Benton, Joel Penney

School of Communication and Media Scholarship and Creative Works

In March of 2022, The Walt Disney Company voiced opposition to Florida’s "Parental Rights in Education" (“Don’t Say Gay”) in support of LGBTQ+ stakeholders within in the company and the public. This research studied a dataset of 68,481 tweets where the company’s stance was constructed as “grooming” children, i.e. manipulating children for sexual abuse. Tweets were collected from March 13, 2022 to May 16, 2022 representing a two month period from Disney’s stance against "Parental Rights in Education.” As grooming is a term often associated with human trafficking and Disney is a major media company, this study is interested in …

Curating A Consumption Ideology: Platformization And Gun Influencers On Instagram, Jenna M. Drenten Ph.D., Lauren Gurrieri, Aimee Dinnín Huff, Michelle Barnhart

School of Business: Faculty Publications and Other Works

This study explores how a platform enables social media influencers to promulgate a consumption ideology. We show how gun influencers, or “gunfluencers,” use Instagram to link products, activities, and meanings to Second Amendment ideology – a gun-centric belief system in the United States colloquially known as “2A ideology.” Through a qualitative study of 25 Instagram gunfluencers, we identify a process of curating a consumption ideology wherein social media influencers employ four curatorial tactics: glamourizing, demystifying, victimizing, and tribalizing. Findings suggest gunfluencers extend audiences and leverage algorithms to prescribe and model how supporters of 2A ideology should look, act, speak, feel, …

Hulu's Multicultural Mingle: Embracing Diversity In Entertainment, Cindy Alghawi

Global Strategic Communications Student Work

The increasing demand for streaming services has propelled platforms like Hulu to explore innovative approaches to bolster their popularity. As competition in the streaming industry intensifies and consumer trends evolve, maintaining relevance becomes a paramount challenge. Hulu, a prominent on-demand streaming service in the United States, possesses a significant opportunity to enhance its demand by curating a more culturally diverse content portfolio. This article elucidates strategic approaches to highlight cultural diversity and inclusion within the Hulu platform. Drawing on comprehensive survey findings and primary research, this report will showcase the pressing demand for cultural diversity on the Hulu platform, an …

Ua12/2/2 Talisman: Dimension, Wku Student Affairs

WKU Archives Records

Fall 2023 Talisman:

• Johnson, Katelyn . Flora & Fauna - Biology
• Pollard, Evynn. Inked Imagination
• Booth, Pandora. Sowing Grace - Mothers
• Murray, Debra. Shapes of Beauty
• Bivens, Emily. The Life Lesson
• Figures of Fall
• Meyers, Jeffrey. Level Up - eGames
• Walsh, Aidan. Unsung Heroes
• Sandlin, Ellie. Place to Be - Habitat for Humanity, Hotel, Inc.
• Youngers, Joel. An Endless Starry Sky
• Muscutt, Carson. True Colors - Queen Venus Knight
• Drury, Faith. Innovative Mind - Concrete Canoe, Steel Bridge
• Ousley, Rachael. One Man's Treasure - Matt Tullis
• Haines, Lily. Chuck Close
• Thompson, Sarah. En Pointe
• Hunt, Janie. Open Your Eyes
• Halstead, …

Ua45/1 Registrar Updates, Wku Registrar

WKU Archives Records

Newsletter created by and about the WKU Registrar's Office. Articles:

• FERPA Reminders (Family Educational Rights & Privacy Act)
• Most Common FERPA Violations
• Drop for Non-Attendance
• Attendance Policy
• Application for Graduation
• Events
• Fall 2023 Important Dates
• Finals Week Fall 2023
• Meet Our Team

Ua19/16/2 Women's Basketball Press Releases, Wku Athletic Media Relations

WKU Archives Records

Press releases and game statistics for WKU women's basketball team from August to December 2023.

Prevalence And Factors Associated With Vaping Cannabidiol Among Us Adolescents, Hongying Daisy Dai, Roma Subramanian, Avina Mahroke, Ming Wang

College of Journalism and Mass Communications: Faculty Publications

IMPORTANCE e-Cigarette use and vaping marijuana (cannabis) are popular among US adolescents. Cannabidiol (CBD) is a compound found in the cannabis plant that has recently increased in use.

OBJECTIVES To examine the prevalence of and factors associated with youths vaping CBD

DESIGN, SETTING, AND PARTICIPANTS This cross-sectional study included a nationally representative sample of students from middle and high schools (typical age, 11-18 years) in the US from the 2022 National Youth Tobacco Survey, conducted from January to May 2022.

EXPOSURE Demographic characteristics, harm perception of tobacco use, and vaping behaviors.

MAIN OUTCOMES AND MEASURES The main outcomes were weighted …

Ouachita Students Honored For Their Work Published In "Assayers 31", Kaitlyn Stoddard, Kaelin Clay, Ouachita News Bureau

Press Releases

The Department of Language & Literature in Ouachita Baptist University’s School of Humanities honored nine students for their academic and creative writing featured in “Assayers 31,” the department’s annual academic journal used for instruction in all Composition I classes. The students were recognized during a fall awards ceremony at the Elrod Center for Family & Community.

Insights Into The Accuracy Of Social Scientists’ Forecasts Of Societal Change, Sangsuk Yoon

Management and Marketing Faculty Publications

How well can social scientists predict societal change, and what processes underlie their predictions? To answer these questions, we ran two forecasting tournaments testing the accuracy of predictions of societal change in domains commonly studied in the social sciences: ideological preferences, political polarization, life satisfaction, sentiment on social media, and gender-career and racial bias. After we provided them with historical trend data on the relevant domain, social scientists submitted pre-registered monthly forecasts for a year (Tournament 1; N = 86 teams and 359 forecasts), with an opportunity to update forecasts on the basis of new data six months later (Tournament …

Ua19/16/2 Women's Basketball Press Releases, Wku Athletic Media Relations

WKU Archives Records

Press releases and game statistics for WKU women's basketball team from January to July 2023.

Ua12/2/1 Let's Talk About Sex, Vol. 98, No. 5, Wku Student Affairs

WKU Archives Records

College Heights Heraldmagazine regarding sex and students.

• Murray, Debra. Let’s Talk About Sex, Baby
• Murray, Debra. This is Definitely Changing Sex
• Anderson, Alexandria. This is the Best Place to Start – Sexual Health
• Stephens, Grace. It’s Okay to Be Sexy
• St. Clair, Molly. The Impact of Title IX on Intercollegiate Athletics

Framing Esports’ Jedi Issues: A Case Study In Media Irresponsibility, David Painter, Brittani Sahm

Faculty Publications

Purpose: This investigation analyzes Asian, European, and North American coverage of esports’ justice, equity, diversity, and inclusion (JEDI) issues as a case study of media organizations’ communications on these topics.

Design/methodology/approach: This quantitative content analysis describes coverage of esports’ race, gender, age, and social class issues to draw inferences about media organizations’ abilities to meet their social responsibilities when reporting on organizational JEDI issues.

Findings: There were significant differences across continents; however, most stories only mentioned gender and age, seldom noting esports’ race or social class issues.

Research limitations/implications: Although all stories analyzed were published in English, the findings extend …

Advancing Equity: A Campaign Of Impact Story Telling And Donor Acquisition, Solamia Ortiz

Global Strategic Communications Student Work

For The Miami Foundation, profound changes must occur to bring everything into the 21st century. A peer-to-peer campaign explores what happens when a public-serving nonprofit challenges itself and utilizes its most valuable asset: Its community. The Miami Foundation should advance philanthropy through advanced data collection methods and narrative expression. This campaign intends to connect with past and potential donors to spread awareness and visibility. The primary activities will involve a twelve-month internet and social media strategy to expand donations and comprehension through an online campaign supporting online impact giving and a peer-to-peer approach.

Ua19/16/2 Tennis Press Releases, Wku Athletic Media Relations

WKU Archives Records

Press releases and match statistics for WKU tennis team in 2023.

Ua19/16/2 Volleyball Press Releases, Wku Athletic Media Relations

WKU Archives Records

Press releases and game statistics for WKU volleyball team in 2023.

Ua19/16/2 Track & Field Press Releases, Wku Athletic Media Relations

WKU Archives Records

Press releases and match statistics for WKU track & field team in 2023.

Ua19/16/2 Softball Press Releases, Wku Athletic Media Relations

WKU Archives Records

Press releases and game statistics for WKU softball team in 2023.

Ua12/2/2 Talisman: Forge, Wku Student Affairs

WKU Archives Records

Fall 2022 Talisman:

• Our Mission
• Hunter, Leah. Forge
• Coles, Jack. Fakes
• Richer, Caily. Trailblazers – Kiara Braxton-Davis, Ashley Garrett, Torales Guadalupe
• Clifton, Zachary & Audrey Plescia. Built By Discipline – Bodybuilders, Meg Boshaw, Michelle Jones
• Jones, Michelle. Healthy Fried Rice
• Booth, Pandora. A Silent Strike – Quiet Quitting
• Moore, Emily. Strawberry Sun
• Fleshman, McKenna. Humans of WKU – Sada Jewel, Alaina Webber, Michael Ballard, Amara Danturthi
• Sandlin, Ellie. Forged in Fire – Zechariah Nelson
• Price, Devon. Not Too Pretty – Women in New Roles
• Whitsitt, Ashley. Ghost in Training
• Meyers, Jeffrey. Identity in Ink – Tattoos
• Hunter, Leah. After the …

Ua19/16/2 Women's Basketball Press Releases, Wku Athletic Media Relations

WKU Archives Records

Press releases, photos and game statistics for WKU women's basketball team from August to December 2022.

Pumpkin Spice And Everything Nice? An Assessment Of Social Media Mentions Of Pumpkin Spice, Jin-A Choi, Bond Benton, Yi Luo, Harlan Cruz, Paulette Gando-Duenas, Jennnifer Russo, Therese Sheridan, Rayanne Yamout

School of Communication and Media Scholarship and Creative Works

Pumpkin spice may only be a mix of a blend of cinnamon, nutmeg, ginger, allspice, and cloves, but it has become an enduring staple of the transition to autumn for both consumers and brands. Cumulatively, pumpkin spice has a unique cultural space enhanced by the emergence of specific demographics, supported by sensory aspects of the trend, driven by nostalgia, and fostered by the illusion of scarcity from its time-bound availability. With that in mind, evaluating pumpkin spice’s space in terms of activities in social media is an important area of investigation for researchers and consumer brands. To that end, this …

Ua12/2/1 College Heights Herald, Vol. 93, No. 1, Wku Student Affairs

WKU Archives Records

WKU campus newspaper reporting campus, athletic and Bowling Green, Kentucky news. This issue contains articles:

• The Great American Eclipse
• Kast, Monica. Timothy Caboni Talks Budget in Meeting with Editors
• DeLetter, Emily. Back Home – Timothy Caboni
• Collins, Emma. Campus Construction Continues with Completion of Restaurant – The Den
• Ziege, Nicole. Student Government Association President Signs Anti-discrimination Letter – Andi Dahmer
• Alvey, Rebekah. New Space Serves as Link to Downtown Businesses – Gordon Ford College of Business
• Henderson, Andrew. Hey, How Are Ya?
• Editorial Cartoon re: Eclipsse
• Huff, Taylor. Eclipse of Morality – U.S. Government
• Gabhart, Ebonee. Analyzing What Constitutes a …

The Magazine Industry: How The Internet Has Changed It All, Marissa Bradstreet

Honors Program Theses and Projects

The goal of this thesis is to understand the changes the magazine industry has seen through the emergence of digital technology. This project can help us further understand the role of online magazines, and how their reading experience differs from reading the traditional print magazines. This project can help consumers and producers understand what magazine readers are looking for in their magazine experience and what factors make them choose to read magazines from one platform to another. This is important for producers and publishers because it helps decide what content is worth creating based on the wants of consumers.