My research combines methodological rigor and creative inquiry, integrating quantitative, qualitative, and large-scale data analytics to identify digital patterns, uncover user insights, and craft meaningful data-driven stories.
Applied across health, business, government, education, sports, and nonprofit sectors, my work balances practical relevance with scholarly depth.
My career is dedicated to understanding how digital media and data shape our world. With more than a decade of research and teaching, I’ve published over 60 scholarly works that explore this dynamic landscape. My research, found in internationally recognized journals like Computers in Human Behavior and Information, Communication & Society, lays the groundwork for my forthcoming book, The Data Analytics Advantage. This project embodies my mission: to connect rigorous academic insight with the practical tools needed to thrive in today’s data-driven communication fields.
RESEARCH FUNDING
| Roles: Principal Investigator (PI), Co-PI, Research Associate (RA) | |
| 2023 | Co-PI, Understanding Misinformation on Online Media, Telfer School of Management, University of Ottawa, Canada (CA$ 6,000). Analyzed content patterns and trust dynamics on digital platforms. |
| 2020 | PI, Crisis and Emergency Risk Communication during COVID-19 pandemic, SMART Lab, Ohio University, Investigated digital engagement strategies during pandemic-related health communication. |
| 2019 | PI, Digital Inequality in Appalachian Ohio, Applications in health, education, employment, and business, SMART Lab, Ohio University. |
| 2016 | PI, Understanding social media engagement. Motivations, barriers, antecedents for online participation, Startup Funding, Ohio University. ($15000) |
| 2015 | PI, Social Media and Entrepreneurship, AURAK School of Graduate Studies and Research, Seed Grant Funding Program, (AED 7500). The project aimed to enhance understanding of how small businesses and organizations employ social media and analytics tools to engage with their customers. |
| 2013 | PI, CAS Research Excellence Award, College of Communication Arts & Sciences, Michigan State University ($2,500) |
| 2011 – 2012 | RA, Dr. Nicole Ellison (PI). Social media and college aspirations, Bill and Melinda Gates Foundation, ($253,482). The research investigated the use of social media in social relationships, student well-being, and college readiness among high-school students. |
| 2011 | PI, CAS Research Excellence Award, College of Communication Arts & Sciences, Michigan State University, USA. ($3,000) |
| 2010 – 2011 | RA, Dr. Charles Steinfield (PI). VISTA – Vertical Industry Standards & Technology Adoption, National Science Foundation (NSF) ($99,922 & $292,754). The project involved a comparative empirical analysis of the development, adoption, implementation, and diffusion of vertical (or industry-wide) information system standards in different industries. |
| 2009 | RA, Pre-Service Teacher Education Program (Pre-STEP) project. A $75 million USAID program with MSU involvement to improve basic education in Pakistan by improving teachers’ training. |
Thematic Overview of Research Publications
1. Social Media Engagement & Audience Analytics
Exploring how people connect, participate, and respond in digital environments, with models and frameworks for evaluating engagement.
- Book: The Data Analytics Advantage (Oxford University Press, 2025)
- Fostering Audience Engagement on Social Media (Oxford Intersections, 2025)
- Book Chapter: Researching YouTube: Methods, Tools, Analytics (SAGE Handbook, 2022)
- Book Chapter: Big Data and Entrepreneurship (Rowman & Littlefield, 2020)
- Social Media Engagement: Motivations on YouTube (Computers in Human Behavior, 2017)
- Actual Friends Matter: Teens’ Academic Collaboration on Facebook (Computers & Education, 2014)
- Public Engagement Model (PEM): Applied to Digital Diplomacy (International Journal of Communication, 2021)
- Communicating on Twitter for Charity: Wall of Kindness (International Journal of Communication, 2018)
2. Crisis, Health, & Risk Communication
Investigating how strategic messaging on social media shapes public understanding, trust, and behavior in times of health crises and societal risk.
- Credibility and Influence in Health Messaging on X (Information, Communication & Society, 2025)
- Instagram for Public Health Engagement in GCC (BMC Public Health, 2024)
- HIV Discussions on Twitter (Health and Technology, 2021)
- Chagas Disease Conversations on YouTube (Cogent Social Sciences, 2021)
- Instagram Outreach during COVID-19 (International Journal of Disaster Risk Reduction, 2021)
- Conflicting Attitudes on COVID-19 Passports (Technology in Society, 2022)
- Book Chapter: Social Media Content and Engagement Strategies during COVID-19 (Ohio University Press, 2024)
3. Digital Inequality, Technology Adoption & Ethics
Advancing the Vital Information Use (VIU) framework, while addressing digital divides, technology access, AI adoption, and ethical communication in data-driven societies.
- Recognize Misinformation and Verify Before Sharing (Behavior & Information Technology, 2019)
- Digital Inequality in Appalachian Ohio (Telematics and Informatics, 2020)
- Digital Remediation & Rural Inequality (Information, Communication & Society, 2019)
- Gates Foundation White Paper: Access to Higher Education, Social Media, and Social Capital (2012)
- Adoption of Generative AI by International Students (Journal of International Students, 2025)
- AI in Higher Education: Teaching, Research, and Ethics (Interactive Learning Environments, 2024)
- YouTube & ChatGPT-Related Content (Digital Business, 2024)
- Under Review: AI Brand Anthropomorphism & Brand Love/Evangelism
4. Media Strategy & Cultural Narratives
Bridging analytics, media strategy, and cultural representation to understand how digital platforms shape markets and identities.
- Book: Decoding Disney’s Arab and Muslim Narratives (Rowman & Littlefield, 2024)
- Camel Naming & Cultural Identity (Social Identities, 2024)
- Arabic Animation Film Landscape (Cogent Social Sciences, 2024)
The following sections highlight the core domains of my research. Each area reflects a specific focus—ranging from audience engagement and algorithmic influence to digital inclusion and systems design. Together, they illustrate how my work contributes to understanding the evolving dynamics between technology, users, and society. We begin with my foundational area of inquiry: social media engagement and audience analytics.
📣 Social Media Engagement & Audience Analytics
This line of research focuses on audience behaviors, platform strategies, and algorithmic communication. Dr. Khan develops frameworks to understand engagement across platforms such as YouTube, Instagram, and X, often during high-stakes events or public crises.
Audience Engagement on Social Media

Khan, L. & Elhersh, G. (2025). Fostering Audience Engagement on Social Media: The Impact of Self-Determined Relatedness on Facebook Brand Pages. Oxford Intersection on Social Media in Society and Culture. https://doi.org/10.1093/9780198945253.003.0027
What Motivates User Participation and Consumption

Khan, M. L. (2017). Social Media Engagement: What Motivates User Participation and Consumption on YouTube? Computers in Human Behavior, 66, 236-247. https://doi.org/10.1016/j.chb.2016.09.024
Public Engagement for Digital Diplomacy

Khan, M. L., et al. (2021). Public Engagement Model (PEM) to Analyze Digital Diplomacy on Twitter. International Journal of Communication, 15, 1741–1769. Link

The pervasive adoption of social media across sectors like health, government, journalism, and business reveals a critical commonality: the central role of user engagement. I am committed to exploring the complex challenges and significant opportunities this evolving landscape is poised to deliver.
While much of my work investigates digital engagement at the user level, another important strand addresses broader structural challenges that shape who gets to participate—and how.
🌍 Digital Inequality, Literacy & Inclusion
These publications explore the structural and behavioral barriers that shape access and meaningful use of digital technologies—especially in rural, marginalized, or transitional communities. The concept of Vital Information Use (VIU) originated in this category.
Vital Information Use (VIU)

Khan, M. L., Welser, H. T., et al. (2020). Digital Inequality in Appalachian Ohio: Vital Information Use (VIU). Telematics and Informatics, 50, 101380. https://doi.org/10.1016/j.tele.2020.101380
Digital remediation

Welser, T., Khan, M. L., & Dickard, M. (2019). Digital remediation and rural online learning communities. Information, Communication & Society. https://doi.org/10.1080/1369118X.2019.1566485
Verify Before Sharing

Khan, M. L., Idris, I. (2019). Recognize Misinformation and Verify Before Sharing. Behavior & Information Technology. https://doi.org/10.1080/0144929X.2019.15788
Complementing this focus on access and equity, I also examine how systems—technical, organizational, and human—shape technology adoption, ethical use, and value creation across sectors.
📊 Artificial Intelligence (AI)
This body of work addresses the design, use, and social impact of digital platforms in organizational and public communication contexts. Dr. Khan explores how information systems, AI tools, and user behaviors intersect to shape technology acceptance, digital engagement, and knowledge dissemination.
AI in higher education

Malik, A., Khan, M. L., Hussain, K., Qadir, J., & Tarhini, A. (2024). AI in higher education: unveiling academicians’ perspectives on teaching, research, and ethics in the age of ChatGPT. Interactive Learning Environments. https://doi.org/10.1080/10494820.2024.2409407
Audience engagement with content

Hussain, K., Khan, M. L., & Malik, A. (2024). Exploring audience engagement with ChatGPT-related content on YouTube: Implications for content creators and AI tool developers. Digital Business, 29(2). https://doi.org/10.1016/j.digbus.2023.100071
Adoption of generative artificial intelligence

Elhersh, G. A., Khan, M. L., & Alqawasmeh, H. K. (2024). Arabic animation film landscape: Filmmaker perspectives. Cogent Social Sciences, 10(1). https://doi.org/10.1080/23311886.2024.2321975
Many of these systems and platforms are tested in high-stakes environments. My research on public health communication and crisis response evaluates how digital tools are mobilized to reach, inform, and protect diverse populations.
🏥 Health Communication & Risk Messaging
Spanning global and local contexts, these studies examine the role of digital communication in public health awareness, especially during crises. Dr. Khan’s work evaluates communication frameworks like CERC, and tracks the digital footprint of diseases and protective behaviors.
CERC framework

Elhersh, G., et al. (2024). Instagram for audience engagement: CERC framework in GCC nations during COVID-19. BMC Public Health, 24, 1587. https://doi.org/10.1186/s12889-024-18957-1
Credibility and Influence in Health Messaging

Ahmed, W., et al. (2025). Credibility and Influence in Health Messaging: Examining Medical Professionals’ Role on X in Promoting N95 Respirators during COVID-19. Information, Communication & Society. https://doi.org/10.1080/1369118X.2025.2504605
Health Engagement

Malik, A., Antonino, A., Khan, M. L., & Nieminen, M. (2021). Characterizing HIV discussions and engagement on Twitter. Health and Technology. https://doi.org/10.1007/s12553-021-00577-z
Finally, my work also explores how digital communication intersects with cultural identity, creative expression, and transnational narratives—especially in underrepresented or transitional media landscapes.
Khan’s Research Philosophy
The key goal of any research program should be furthering knowledge that is meaningful and centered on advancing human and societal well-being. Being fascinated by communication technologies due to their potential for connecting people across distances, my research is shaped by my quest for understanding how media affects its audiences. The pervasive use of social media has led to new realities and understanding them well holds great importance for me. In the age of data, understanding of emerging issues should be grounded in theoretical frameworks.
The key goal of any research program should be furthering knowledge that is meaningful and centered on advancing human and societal well-being.
I believe that researchers should be open to diverse perspectives. This includes diversity in the research methods and theoretical constructs. My research philosophy is shaped by my inner desire to make a difference in the field of communications. I strive to research topics that are meaningful and attain great satisfaction in trying to answer questions about issues that impact us all.
My research program is based on three core tenets: (i) Engagement, (ii) Relevance, and (iii) Integrity. It is very important for research to not only be engaging and interesting for the researcher, but also conceived in a way that excites the researcher. I find research issues that bridge my academic and industry experiences as very stimulating.
In terms of relevance, research should be relevant to the needs of the times and aligned with a vision for the future. We often encounter research that may be useful for some, but not addressing the pressing needs of what matters to the wider society, industry, and practitioners. Research has to play a role in the advancement of meaningful knowledge. In this regard, I believe that media use should also be understood in a balanced way to involve attention and exposure to a full range of traditional and digital sources of information, news and entertainment.
Lastly, meaningful research must hinge on the principles of integrity in all stages of the process. I view research integrity directly translating into work that is based on highest standards of excellence. High research quality must be reflected in novel data collection procedures, superior analysis and interpretation. Moreover, a clear understanding of the research roles when collaborating on projects is of great importance. Group work can prove daunting if responsibilities are not clearly spelt out. I truly believe that effective collaboration depends on effective communication amongst members.
Meaningful research must hinge on the principles of integrity in all stages of the process.


