Grading in the Digital Age: AI Feedback Versus Professor Feedback

Dr. Ronald Mickler, Jr.
Assistant Dean for Accreditation and Strategic Initiatives
Boler College of Business
John Carroll University
Grading in the Digital Age: AI Feedback Versus Professor Feedback
La Toya M. Russell, Andrew Zeiser, Ronald Mickler, Jr., Doan Winkel
Journal of Marketing Education (May 2026)
Feedback is a cornerstone of academic development, particularly in marketing education, where skill development often requires iteration and applied practice. While instructors spend considerable time providing effective feedback, artificial intelligence (AI) tools can significantly reduce this burden by generating timely, tailored responses. For example, AI-based chatbots can supplement instruction, providing students with timely feedback and reducing instructors’ workload. This study examines how marketing students perceive feedback quality based on its source, specifically whether it is delivered by an AI system or a human instructor. Through a scenario-based experiment, we investigate student perceptions of feedback quality and effectiveness based on the source (AI vs. Instructor) or valence (positive vs. negative). Our findings provide guidance for professors who want to incorporate AI tools into their teaching practices. Understanding student perceptions of feedback source is crucial for marketing educators who want to leverage AI systems to enhance the educational experience without compromising the human component that students value.
Dr. Ronald Mickler, Jr., is a distinguished academic leader with over two decades of experience in higher education, specializing in enrollment management, student services, and program development. He currently serves as the Assistant Dean for Accreditation and Strategic Initiatives at the Boler College of Business, John Carroll University, where he also teaches leadership and organizational development courses.
Dr. Mickler earned his Doctor of Education in Leadership Studies from Ashland University in 2021. His dissertation, titled “Informal Leaders, Interpersonal Influence, and Word-of-Mouth Communication: Understanding Master of Business Administration Applicants’ Enrollment Decision-Making Process,” provides valuable insights into the factors influencing MBA applicants’ enrollment decisions.
Throughout his career, Dr. Mickler has demonstrated a profound ability to design and implement innovative academic programs and strategic initiatives. He also successfully led the AACSB Continuous Improvement Peer Review Process in 2024, resulting in the extension of dual accreditation through 2029.
