Are We Ready for Agricultural Communications 4.0?
DOI:
https://doi.org/10.5032/jae.v67i4.3448Keywords:
Agricultural Communications, Curriculum change, Academic programs, Industry changeAbstract
Agricultural communications programs have repeatedly reinvented themselves alongside major media and technology shifts, yet the accelerating convergence of artificial intelligence (AI), the Internet of Things (IoT), robotics, and data-intensive decision-making signals a qualitatively different transition. This conceptual/commentary manuscript frames the field’s evolution for Agricultural Communications 1.0 (print-based agricultural journalism), 2.0 (broadcast expansion and strategic messaging), and 3.0 (digital-first, social media–driven engagement), and argues that we are entering Agricultural Communications 4.0. Ag Comm 4.0 is defined not as incremental curricular updating but as systemic reconfiguration requiring the realignment curricula, faculty capacity, and industry partnerships to communicate credibly within AI-enabled, sensor-rich agricultural systems and increasingly fragmented media environments. Key drivers for Ag Comm 4.0 include automation of routine communication tasks, real-time analytics and personalization, heightened misinformation and trust erosion, shifting supply-chain and workforce pressures, and the learning preferences and skill gaps of Generation Z students. The manuscript concludes that most programs are not yet collectively ready for this shift and outlines priority actions: (a) modernizing curricula around AI literacy, ethics, data-informed storytelling, and principles-based instruction; (b) expanding faculty development beyond tool training; and (c) strengthening experiential learning and partnerships to keep pace with rapid technological change while safeguarding accuracy and public trust.
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Adams, S. (2022). The fourth agricultural revolution is here – Are you ready? Folio3 AgTech. https://agtech.folio3.com/blogs/the-fourth-agricultural-revolution-is-here-are-you-ready/
Adriana Lacy Consulting (2026). Integrating AI in journalism education. https://www.adrianalacyconsulting.com/work-samples/ai-in-journalism-education
Agro Enviro Test (2026). AI-enhanced internship opportunities. https://agroenvirotests.com/career/ai-enhanced-internship-opportunities/
Aherns, C. A., & Gibson, C. (2013). The evolution of agricultural communications degree program at Texas Tech University: A historical perspective. Journal of Applied Communications, 97(2). https://doi.org/10.4148/1051-0834.1119
Akins, J. L., Lamm, A. J., Telg, R., Abrams, K., Meyers, C., & Raulerson, B. (2019). Seeking and engaging: Case study integration to enhance critical thinking about agricultural issues. Journal of Agricultural Education, 60(3), 97–108. https://doi.org/10.5032/jae.2019.03097
Allen, K. (2025, March 5). How AI is changing the way we communicate: The future of interaction. Forbes. https://www.forbes.com/councils/forbescommunicationscouncil/2025/03/05/how-ai-is-changing-the-way-we-communicate-the-future-of-interaction/
Allen, W. (2010). Agricultural journalism. In Encyclopedia of science and technology communication (pp. 20-21). SAGE Publications, Inc., https://doi.org/10.4135/9781412959216.n8
Altenpohl, D. G. (1986). 'Informatization' of industry and society: The third industrial revolution. International Journal of Technology Management, 1(3–4), 327–340. https://doi.org/10.1504/IJTM.1986.026169
Andrade, M. S. (2018). A responsive higher education curriculum: Change and disruptive innovation. In Innovations in Higher Education-cases on Transforming and Advancing Practice. IntechOpen. https://doi.org: 10.5772/intechopen.80443
Andrews, M., & McVitty (2023, May 15). We’re asking questions about curriculum transformation. Wonkhe Ltd. https://wonkhe.com/blogs/were-asking-questions-about-curriculum-transformation/
Anghelescu, I. (2021). The fourth agricultural revolution is coming. Are you coming along? EW Nutrition. https://ew-nutrition.com/us/fourth-agricultural-revolution/
Aslam, S. (2025). Digital exclusion in agricultural communication: Exploring socioeconomic and infrastructural barriers to ICT use in rural Pakistan. Social Sciences & Humanities Open, 12. https://doi.org/10.1016/j.ssaho.2025.102264
Atapattu, A. J., Perera, L. K., Nuwarapaksha, T. D., Udumann, S. S., & Dissanayaka, N. S. (2024). Challenges in achieving artificial intelligence in agriculture. In Artificial Intelligence Techniques in Smart Agriculture (pp. 7–34). Springer Nature Singapore. https://doi.org/10.1007/978-981-97-5878-4_2
Atay, S., Müftüoğlu, C. T., Gülmez, N., & Şahin, M. (2025). Society 5.0 and human-centered technology: Redefining talent management in the digital age. Sustainable Futures, 100733. https://doi.org/10.1016/j.sftr.2025.100733
Aykens, P., Lowmaster, K., McRae, E. R., & Shepp, J. (2026, Feb. 2). Nine trends shaping work in 2026 and beyond. Harvard Business Review. https://hbr.org/2026/02/9-trends-shaping-work-in-2026-and-beyond
Babacan, H., Arık, E., Bilişli, Y., Akgün, H., & Özkara, Y. (2025). Artificial intelligence and journalism education in higher education: Digital transformation in undergraduate and graduate curricula in Türkiye. Journalism and Media, 6(2). https://doi.org/10.3390/journalmedia6020052
Boone, K., Meisenbach, T., & Tucker, M. (2000). Agricultural communications: Changes and challenges. Iowa State University Press
Bouchrika, I. (2026, July 16). 2027 AI, automation, and the future of agriculture degree careers. Research.com. https://research.com/advice/ai-automation-and-the-future-of-agriculture-degree-careers.
Brownell, S. E., & Tanner, K. D. (2012). Barriers to faculty pedagogical change: Lack of training, time, incentives, and… tensions with professional identity?. CBE—Life Sciences Education, 11(4), 339–346. https://doi.org/10.1187/cbe.12-09-0163
Bughin, J., Hazan, E., Lund, S., Dahlström, P., Wiesinger, A., & Subramaniam, A. (2018). Skill shift: Automation and the future of the workforce. McKinsey Global Institute, 1(2018), 3–84. https://projectacademy.org/trainer/Skill%20shift-%20Automation%20and%20the%20future%20of%20the%20workforce.pdf
Cannon, K. J., Specht, A. R., & Buck, E. B. (2016). Agricultural communications: A national portrait of undergraduate courses. Journal of Applied Communications, 100(1). https://doi.org/10.4148/1051-0834.1018
Cabinet Office (n.d.). Society 5.0. https://www8.cao.go.jp/cstp/english/society5_0/index.html
Carey, S. (2024). Towards worlds worth building. https://www.ideo.org/perspective/towards-worlds-worth-building
Chan, C. K. Y., & Lee, K. K. (2023). The AI generation gap: Are Gen Z students more interested in adopting generative AI such as ChatGPT in teaching and learning than their Gen X and millennial generation teachers? Smart Learning Environments, 10(1), 60. https://doi.org/10.1186/s40561-023-00269-3
Chindasombatcharoen, N., Tsolakis, N., Kumar, M., & O'Sullivan, E. (2024). Navigating psychological barriers in agricultural innovation adoption: A multi-stakeholder perspective. Journal of Cleaner Production, 475, 143695. https://doi.org/10.1016/j.jclepro.2024.143695
Cinque, G. (2025, June 3). Educating tomorrow’s tech workforce: A new map for AI-era skills. Cisco. https://blogs.cisco.com/learning/educating-tomorrows-tech-workforce-a-new-map-for-ai-era-skills#:~:text=Specialists%20remain%20crucial,%20however,%20by%20guiding%20implementations,a%20human-in-the-loop%20approach,%20ensuring%20accuracy%20and%20reliability.
Clem, C. A., Doerfert, D. L., Akers, C., Burris, S., & Brigham, K. (2014). Expected as a minimum or no longer needed: Examining which employment-ready competencies may no longer be needed in agricultural communications programs. Proceedings of the Western American Association for Agricultural Education Research Conference, (pp. 279–292). http://aaaeonline.org/Resources/Documents/Western%20Region/WRAAAE%20Proceedings.pdf
Community Commons (n.d.). An introduction to systems change. https://www.communitycommons.org/collections/An-Introduction-to-Systems-Change
Cooley, C. (2024). The threat of misinformation and disinformation to American democracy in the digital age. https://democratic-erosion.org/2024/08/13/the-threat-of-misinformation-and-disinformation-to-democracy-in-the-digital-age-by-cecilia-cooley/
Corder, J., & Irlbeck, E. (2018). Agricultural communications skills, abilities and knowledge desired by employers compared to current curriculum: A literary review. Journal of Agricultural Education, 59(4), 177–193. https://doi.org/10.5032/jae.2018.04177
Costa, A., Kallick, B., & Zmuda, A. (2023). Habits of mind: New insights into teaching and learning. In Yülek, M. Â., & Wissema, J. G. (Eds.). (2022). Towards third generation learning and teaching: Contours of the new learning. Anthem Press. https://doi.org/10.2307/j.ctv307fgt5.9
Davies, A., Fidler, D., & Gorbis, M. (2011). Future work skills 2020. Institute for the Future for University of Phoenix Research Institute. https://www.iftf.org/projects/future-work-skills-2020/
Deng, Z. (2010). Curriculum planning and systems change. International Encyclopedia of Education, 1, 384–389. https://doi.org/10.1016/B978-0-08-044894-7.00062-2
Doerfert, D. L. (2003). Skate to where others are heading. Journal of Applied Communications, 87(4), 39–42.
Doerfert, D.; Evans, J.; Cartmell, D.; & Irani, T. (2007). Developing an international framework and agenda for agricultural communications research. Journal of Applied Communications, 91(3). https://doi.org/10.4148/1051-0834.1245
Doerfert, D. L., & Miller, R. P. (2006). What are agriculture industry professionals trying to tell us? Implications for university-level agricultural communications curricula. Journal of Applied Communications, 90(3). https://doi.org/10.4148/1051-0834.1273
Duchan, J. F. (2021). Emergence of professionalism in late 19th and early 20th century America. https://ubwp.buffalo.edu/history-of-cds/19th-century/emergence-of-professionalism-in-late-19th-and-early-20th-century-america/
Dyment, M., Specht, A., & Buck, E. (2024). New beginnings: Exploring agricultural communications curriculum development in Ontario. NACTA Journal, 68(1). https://doi.org/10.56103/nactaj.v68i1.174
Dyment, M., Specht, A., & Buck, E. (2025). International interests: Student and industry perspectives on agricultural communications curriculum development in Ontario. Advancements in Agricultural Development, 6(1), 19–30. https://doi.org/10.37433/aad.v6i1.531
Evanick, J. (2023, Sept. 11). The future of teaching in higher education. The Evollution. https://evolllution.com/the-future-of-teaching-in-higher-education#:~:text=Actions%20for%20Higher%20Education%20Institutions&text=Here%20are%20some%20essential%20actions,of%20ideas%20and%20best%20practices.
Evans, N., Miklosik, A., & Du, J. T. (2023). University-industry collaboration as a driver of digital transformation: Types, benefits and enablers. Heliyon, 9(10). https://doi.org/10.1016/j.heliyon.2023.e21017
Fitzgerald, L. (2024). How deepfakes are impacting public trust in media. Pindrop. https://www.pindrop.com/article/deepfakes-impacting-trust-media/
Goodwin, J. N., Davis, A., & Telg, R. W. (2014). Communication audits: Adding value and social impact to agricultural communications. Journal of Applied Communications, 98(1). https://doi.org/10.4148/1051-0834.1071
GovTech.com (2025, Feb. 3). Survey: Students embrace AI in learning, but demand better tools. https://www.govtech.com/education/higher-ed/survey-students-embrace-ai-in-learning-but-demand-better-tools
Gregory, S. T. (2016). How faculty can increase student engagement in the classroom through the use of emerging technology and digital media. Faculty Resource Network. https://facultyresourcenetwork.org/symposium/november-2016/how-faculty-can-increase-student-engagement-in-the-classroom-through-the-use-of-emerging-technology-and-digital-media/#:~:text=Colleges%20and%20universities,%20particularly%20traditional,of%20pedagogy%20to%20student%20assessment.
Griffith, E. (2022, Oct. 17). Adieu, dictionary: We now rely on autocorrect, spell-check, and Google. PC Mag. https://www.pcmag.com/news/adieu-dictionary-we-now-rely-on-autocorrect-spell-check-and-google
Groumpos, P. P. (2021). A critical historical and scientific overview of all industrial revolutions. IFAC-PapersOnLine, 54(13), 464–471. https://doi.org/10.1016/j.ifacol.2021.10.492
Gunder, A. (2025). Eight AI literacies to guide the future of learning. https://www.d2l.com/blog/eight-ai-literacies-to-guide-the-future-of-learning/
Harayama, Y. (2017). Society 5.0: Aiming for a new human-centered society. https://www.hitachihyoron.com/rev/archive/2017/r2017_06/pdf/p08-13_TRENDS.pdf
Hendrickson, L. (2025). How do deepfakes affect media authenticity? Identity.org. https://www.identity.org/deepfake-ai-how-verified-credentials-enhance-media-authenticity/
Hirschauge, O., & Barill, A. (2026). The qualities a modern journalist needs in the AI era. World Association of News Publishers. https://wan-ifra.org/2026/01/the-qualities-a-modern-journalist-needs-in-the-ai-era/#:~:text=Phoebe%20Connelly,%20MSc,%20London%20School,news%20agency%20made%20for%20journalists.
IBM Data and AI Team (n.d.). Understanding the different types of artificial intelligence. https://www.ibm.com/think/topics/artificial-intelligence-types#:~:text=Expert%20systems%20equipped%20with%20Narrow,understand%20why%20past%20events%20occurred
Institute of Economic Development (2026). A brief history of the 4 industrial revolutions. https://ied.eu/project-updates/the-4-industrial-revolutions/#:~:text=People%20would%20always%20use%20the%20technology%20they,rise%20of%20tech%20&%20web%20design%20companies.
Irani, T., & Doerfert, D. L. (2013). Preparing for the next 150 years of agricultural communications. Journal of Applied Communications, 97(2). https://doi.org/10.4148/1051-0834.1109
Irlbeck, E., & Buck, E. B. (2017) Are we there yet? Toward an agricultural communications academic organization. Journal of Applied Communications, 101(3). https://doi.org/10.4148/1051-0834.1838
Javaid, M., Haleem, A., Singh, R. P., & Suman, R. (2022). Artificial intelligence applications for industry 4.0: A literature-based study. Journal of Industrial Integration and Management, 7(01), 83–111. https://doi.org/10.1142/S2424862221300040
Jensen, A. (2026, March 3). Which college degrees could become obsolete because of AI? https://www.andrewjensen.net/which-college-degrees-could-become-obsolete-because-of-ai/
Johnson, W. R. (1974). Education and professional lifestyles: Law and medicine in the nineteenth century. History of Education Quarterly, 14(2), 185–208. https;//doi.org:10.2307/368038
Kainer, M., & Leggette, H. (2023). What skills and experiences get agricultural communications students hired: An industry perspective. NACTA Journal, 67, 219–231. https://doi.org/10.56103/nactaj.v67i1.98
Katzenberger, V. (2024). Mind the gap: re-thinking digital skills in journalism education in Germany. Media Practice and Education, 1–15. https://doi.org/10.1080/25741136.2024.2435805
Kayaalp, F., Durnali, M., & Gökbulut, B. (2025). Enhancing competence for a sustainable future: Integrating artificial intelligence–supported educational technologies in pre‐service teacher training for sustainable development. European Journal of Education, 60(1). https://doi.org/10.1111/ejed.12865
Kim, E. (2019). Helping students prepare for future: How journalism educators innovate. Gateway Journalism Review, 48(355), 22–24.
Knox, A. (2026). Building an AI-ready America: Teaching in the AI age. https://blogs.microsoft.com/on-the-issues/2026/02/24/teaching-in-the-ai-age/#:~:text=Their%20goal%20is%20to%20train,are%20bringing%20to%20the%20table
Kothari, A., & Hickerson, A. (2020). Challenges for journalism education in the era of automation. Media Practice and Education, 21(3), 212–228. https://doi.org/10.1080/25741136.2020.1787724
Kropp, E. (2025, Sept. 10). The impact of AI on global strategic communication. University of Florida, College of Journalism and Communications. https://onlinemasters.jou.ufl.edu/artificial-intelligence-in-communication/#:~:text=For%20organizations%20in%20both%20the,to%20fundamentally%20change%20strategic%20communication.
Kurtzo, F., Hansen, M. J., Rucker, K. J., & Edgar, L. D. (2016). Agricultural communications: Perspectives from the experts. Journal of Applied Communications, 100(1). https://doi.org/10.4148/1051-0834.1019
Laakso, S., Aro, R., Heiskanen, E., & Kaljonen, M. (2021). Reconfigurations in sustainability transitions: a systematic and critical review. Sustainability: Science, Practice and Policy, 17(1), 15–31. https://doi.org/10.1080/15487733.2020.1836921
Leal, A., Lawson, K. M., Telg, R. W., Rumble, J. N., Stedman, N., & Treise, D. (2020) Technically speaking: Technical skills needed for agricultural communication baccalaureate graduates. Journal of Applied Communications, 104(3). https://doi.org/10.4148/1051-0834.2339
Lee, J. (2019). Readiness for industry 4.0 in public relations: A conceptual framework of competencies for communication professionals in the workplace. https://openscholar.uga.edu/record/17517/files/lee_jeonghyun_201908_ma.pdf
Lee, K. R. (2002). Impacts of information technology on society in the new century. Business and Management, 5(6), 46–55. https://www.zurich.ibm.com/pdf/news/Konsbruck.pdf
Leggette, H. R., Witt, C., Dooley, K. E., Rutherford, T., Murphrey, T. P., Doerfert, D., & Edgar, L. D. (2012). Experiential learning using Second Life®: A content analysis of student reflective writing. Journal of Agricultural Education, 53(3), 124–136. https://doi.org/10.5032/jae.2012.03124
Loizzo, J.; Borron, A.; Gee, A.; & Ertmer, P. (2016). Teaching convergence in 21st century undergraduate agricultural communication: A pilot study of backpack multimedia kits in a blended, project-based learning course. Journal of Applied Communications, 100(2). htps://doi.org/10.4148/1051-0834.1033
Machado, E., & Teixeira, T. (2016). Innovation as an essential part of journalism education in contemporary societies. Journal of Applied Journalism & Media Studies, 5(1), 103–116. https://doi.org/10.1386/ajms.5.1.103_1
Machost, H., & Stains, M. (2023). Reflective practices in education: A primer for practitioners. CBE—Life Sciences Education, 22(2). https://doi.org/10.1187/cbe.22-07-0148
Malik, N., & Sharma, G. S. (2025). Audience fragmentation: The shift from mass media to niche media in the digital age. International Journal of Advanced Academic Studies, 7(2), 136–141. https://doi.org/10.33545/27068919.2025.V7.I2B.1378
Mandviwalla, M., Fadem, B., Goul, M., George, J. F., & Hale, D. P. (2015). Achieving academic-industry collaboration with departmental advisory boards. MIS Quarterly Executive, 14(1), 17–37. https://www.researchgate.net/profile/Munir-Mandviwalla/publication/279316873_Achieving_Academic-Industry_Collaboration_with_Departmental_Advisory_Boards/links/62910e7355273755ebbab90e/Achieving-Academic-Industry-Collaboration-with-Departmental-Advisory-Boards.pdf
Marr, B. (2024). What really is the 4th industrial revolution, and what does it mean for you? https://bernardmarr.com/what-really-is-the-4th-industrial-revolution-and-what-does-it-mean-for-you/
Masalimova, A. R., Ladykova, T. I., Orekhovskaya, N., Sokolova, E. G., Kondakchian, N. A., & Kashina, T. L. (2026, March 31). Modern communication technologies in higher education: A systematic review of faculty readiness to engage Generation Z learners. In Frontiers in Education, 11. https://doi.org/10.3389/feduc.2026.1762638
Masser, D. T., Falk, J. M., & Foster, D. D. (2014). Level of agricultural education advisory council implementation in Idaho secondary agricultural education programs. Journal of Agricultural Education, 55(3), 116–131. https://doi.org/10.5032/jae.2014.03116
Mensing, D. (2013). Rethinking [again] the future of journalism education. In The Future of Journalism (pp. 76–88). Routledge.
Miletic, D. (2024, Oct. 2). Leadership in uncertain times: Exploring the interplay between crisis, power and systemic transformation. Global Responsibility. https://blog.grli.org/leadership-in-uncertain-times-exploring-the-interplay-between-crisis-power-and-systemic-transformation/
Miller, J. D., Large, M. M., Rucker, K. J., Shoulders, K., & Buck, E. B. (2015). Characteristics of US agricultural communications undergraduate programs. Journal of Applied Communications, 99(4). https://doi.org/10.4148/1051-0834.1063
Miller, J. D., Maples Bell, S., Rucker, J., Buck, E., & Parks, A. (2020). Introducing the academic discipline of agricultural communications to the United Kingdom. Journal of Applied Communications, 104(4). https://doi.org/10.4148/1051-0834.2364
Miller, J. D., Davis, A., Fanyinkah, K. D., McLeod, A., Cox, C., & Rucker, K. J. (2024). Perceptions of professionals, faculty, and students regarding the implementation of an agricultural communications degree program in the United Kingdom. Journal of International Agricultural and Extension Education, 31(1), 1–16. https://doi.org/10.4148/2831-5960.1140
Morgan, A. C., & Rucker, K. J. (2013). Competencies needed by agricultural communication undergraduates: An academic perspective. Journal of Applied Communications, 97(1). https://doi.org/10.4148/1051-0834.1103
Mugil, H., & Kenzie, F. (2025). The shift from traditional to new media: How media evolution shapes audience engagement. Journal of Artificial Intelligence, Machine Learning & Data Science, 35, 1-10. https://www.researchgate.net/profile/Florence-Kenzie/publication/387855016_The_Shift_from_Traditional_to_New_Media_How_Media_Evolution_Shapes_Audience_Engagement/links/677f9a8a18ad70589ea60af5/The-Shift-from-Traditional-to-New-Media-How-Media-Evolution-Shapes-Audience-Engagement.pdf
Murphrey, T. P., Rutherford, T. A., Doerfert, D. L., Edgar, L. D., & Edgar, D. W. (2014). An examination of usability of a virtual environment for students enrolled in a college of agriculture. Journal of Agricultural Education, 55(4), 38–52. https://doi.org/10.5032/jae.2014.04038
Muzhingi, S. A., Vu, H. T., Appelman, A., & Wilner, T. (2026). When AI enters the syllabus: Journalism’s crossroads of threat and opportunity. Journalism & Mass Communication Educator, 0(0). https://doi.org/10.1177/10776958261428576
Naviga (2024, Dec. 19). The changing role of journalists in the age of AI. Naviga. https://www.navigaglobal.com/the-changing-role-of-journalists-in-the-age-of-ai/
Normand, Y. (2017). The history of the case study at Harvard Business School. Business Insights. https://online.hbs.edu/blog/post/the-history-of-the-case-study-at-harvard-business-school
Nosta, J. (2023). The 5th industrial revolution: The dawn of the cognitive age. Psychology Today. https://www.psychologytoday.com/us/blog/the-digital-self/202310/the-5th-industrial-revolution-the-dawn-of-the-cognitive-age#:~:text=Currently,%20we%20are%20moving%20out,experience%20in%20ways%20previously%20unimaginable.
Novo, F. G., Hoang, J., & O'Regan, K. (2026, March). Organizational transformation in the age of AI: How organizations maximize AI’s potential. World Economic Forum. https://reports.weforum.org/docs/WEF_Organizational_Transformation_in_the_Age_of_AI_How_Organizations_Maximize_AI's_Potential_2026.pdf
Olajide, D. (2025, April 22). Why Gen Z thinks differently about the future of public relations. The PR Insider. https://curzonpr.com/theprinsider/why-gen-z-thinks-differently-about-the-future-of-pr/#:~:text=Gen%20Z%20is%20already%20shaping,the%20audience%20actually%20cares%20about.
Ormsbee, C. K., & Thompson, P. Embedding (2021). Embedding effective instruction in educational technology professional development programs. A Practitioner's Guide to Instructional Design in Higher Education. https://doi.org/10.59668/164.4274
Park, H. A. (2016). Are we ready for the fourth industrial revolution? Yearbook of Medical Informatics, 25(01), 1–3. https://www.thieme-connect.com/products/ejournals/pdf/10.15265/IY-2016-052.pdf
Pérez-Latre, F. J. (2026). Rebuilding trust and fostering loyalty: Navigating the challenges of audience engagement. In Media Engagement (pp. 32–44). Routledge. https://doi.org/10.4324/9781003585671-5
Rettler-Pagel, T., & Grovergrys, K. (2026). Fostering student AI fluency for career readiness. https://www.ccdaily.com/2026/02/fostering-student-ai-fluency-for-career-readiness/
Reyes, S. (2024, June 27). Editorial: AI in ag communications can be deceptive & unethical. AgDaily. https://www.agdaily.com/insights/editorial-ai-in-ag-communications-can-be-deceptive-unethical/#:~:text=On%20the%20other%20hand,%20I,and%20integrity,%20not%20replace%20them.
Royal, C. (2025). AI inspires innovation in journalism education. Nieman Lab, Harvard College. https://www.niemanlab.org/2024/12/ai-inspires-innovation-in-journalism-education/#:~:text=The%20educator%20will%20also%20model,Communication%20at%20Texas%20State%20University.
Sakellaridi, P. (2025). How digital transformation is reshaping agriculture. Forbes. https://www.forbes.com/councils/forbescommunicationscouncil/2025/06/02/how-digital-transformation-is-reshaping-agriculture/
Santa Soriano, A., & Valdes, R. M. T. (2021). Engaging universe 4.0: The case for forming a public relations-strategic intelligence hybrid. Public Relations Review, 47(2). https://doi.org/10.1016/j.pubrev.2021.102035
Schlak, T. (2020). Futures thinking and library leadership. Journal of Library Administration, 60(8), 945–950. https://doi.org/10.1080/01930826.2020.1820280
Shin, J. (2024). AI and misinformation. https://2024.jou.ufl.edu/page/ai-and-misinformation
Söderlund, L., Spartz, J., & Weber, R. (2017). Taken under advisement: Perspectives on advisory boards from across technical communication. IEEE Transactions on Professional Communication, 60(1), 76–96. https://doi.org/10.1109/TPC.2016.2635693
Spitz, R. (2023, Oct. 31). Four drivers to achieve systems-level change for sustainable futures. World Economic Forum. https://www.weforum.org/stories/2023/10/systems-level-change-for-sustainable-futures/
Stahl, A. (2021, May 4). How Gen-Z is bringing a fresh perspective to the world of work. Forbes. https://www.forbes.com/sites/ashleystahl/2021/05/04/how-gen-z-is-bringing-a-fresh-perspective-to-the-world-of-work/
Stone, W., Chase, L., & Foerster, T. (2025). Industry is talking: A Delphi study exploring Oregon State University's agricultural and natural resources communication programming. Journal of Applied Communications, 109(3). https://doi.org/10.4148/1051-0834.2611
Stuart, G. (2019, July 29). Specialist vs. generalist: Which path is best for your career? Clearance Jobs. https://news.clearancejobs.com/2019/07/29/specialist-vs-generalist-which-path-is-best-for-your-career/
Texas Tech University (n.d.). On the Block. Department of Agricultural Education & Communications. https://www.depts.ttu.edu/aged/agriculturist/podcast/On-the-Block.php#:~:text=In%20their%20last%20semester%20of,degree%20program%20at%20Texas%20Tech.
Thomasson, A., Vitale, J., Tedeschi, L., Strong, R., Lopez, C. M. R., Peterson, M., Murray, S., McReynolds, E., Gentimis, T., Ferreyra, A., Bhandari, M., Ampatzidis, Y. & Ye, X. (2025). AI in agriculture: Opportunities, challenges, and recommendations. Council for Agricultural Science and Technology (CAST). https://publications.cast-science.org/CAST/en/article/view/4
Thorn, L., Meyers, C., Fraze, S., and Akers, C. (2022) Identifying stakeholders’ needs for agricultural Communications in higher education curriculum in Australia. Journal of Applied Communications, 106(4). https://doi.org/10.4148/1051-0834.2462
Trends Group (2025, Dec. 28). Political, strategic, and economic trajectories in 2026. https://trendsresearch.org/insight/political-strategic-and-economic-trajectories-in-2026/?srsltid=AfmBOoq-wY_qtnZ9ItToEn9lOZysRGTFrf_HdiPwZqhfYFx6atgsCuC9
Trilling, B., & Fadel, C. (2009). 21st century skills: Learning for life in our times. John Wiley & Sons.
Tucker, M., Whaley, S. R., & Cano, J. (2003). Agricultural education and agricultural communications: Striking a proper balance in the academy. Journal of Agricultural Education, 44(1), 22–30. https://doi.org/10.5032/jae.2003.01022
University of Wisconsin-Madison (2026). About Life Sciences Communications. https://lsc.wisc.edu/home/about/
Vahdanjoo, M., Sørensen, C. G., & Nørremark, M. (2025). Digital transformation of the agri-food system. Current Opinion in Food Science, 63, 101287. https://doi.org/10.1016/j.cofs.2025.101287
Volmert, K. (2024, September 11). Social media causes Gen Z to adapt to touchscreens, keyboard skills decline. Baylor Lariat. https://baylorlariat.com/2024/09/11/social-media-causes-gen-z-to-adapt-to-touchscreens-keyboard-skills-decline/
Wenger, D., Hossain, M. S., & Senseman, J. R. (2025). AI and the impact on journalism education. Journalism & Mass Communication Educator, 80(1), 97–114. https://doi.org/10.1177/10776958241296497
Witt, C., Doerfert, D., Rutherford, T., Murphrey, T., & Edgar, L. (2011). The contribution of selected instructional methods toward graduate student understanding of crisis communication. Journal of Applied Communications, 95(3), 34–45. https://doi.org/10.4148/1051-0834.1163
Wyss, E. & Cletzer, A. (2023). Agricultural communications practitioners’ perspectives on skills and competencies graduates need to be career ready: A mixed methods study with implications for undergraduate programs. Journal of Applied Communications, 107(2). https://doi.org/10.4148/1051-0834.2471
Yee, L., Madgavkar, A., Smit, S., Krivkovich, A., Chui, M. Ramirez, M. J., & Castresana, D. (2025, Nov. 25). Agents, robots, and us: Skill partnerships in the age of AI. McKinsey Global Institute. https://www.mckinsey.com/mgi/our-research/agents-robots-and-us-skill-partnerships-in-the-age-of-ai
Zheng, Y., Liao, F., & Tian, M. (2025). Examining the factors influencing the digital transformation of new agricultural operating entities: Insights from Zhejiang, China. Humanities and Social Sciences Communications, 12(1), 1–14. https://doi.org/10.1057/s41599-025-04949-y