Bridging the language gap: How AWE software fosters inclusivity for ELs and Non-ELs alike

University of Delaware professor investigates how English learners interact with and benefit from automated essay evaluation technology

Aug 6, 2024

2 min

Joshua Wilson

When ChatGPT burst onto the scene in November 2022, many educators and parents worried that new writing tools powered by artificial intelligence (AI) would help their students bypass important learning opportunities. Instead, as University of Delaware associate professor Joshua Wilson has shown, AI-powered writing and evaluation tools have actually helped students develop their writing skills and have supported teachers in providing meaningful feedback.


Now, in a recent study published in Learning and Instruction, Wilson and his co-authors turn their attention to elementary English learners (EL), investigating how this growing population of students interacts with and benefits from automated writing evaluation (AWE) software. AWE is a class of educational technology tools that use natural language processing and AI to provide students with automated formative feedback that supports improvements in writing quality. 


They found that AWE technologies are equally beneficial for ELs as they are for non-ELs. Study participants accessed writing feedback to a similar extent, achieved equal gains in writing quality, focused on consistent dimensions of writing when revising and endorsed the AWE system to similar degrees, regardless of their language status.


“As AI-based feedback applications become increasingly prevalent, it’s critical that researchers examine the consequences of implementing those tools in authentic educational settings, with a particular focus on equity,” said Wilson. 


Wilson’s study focuses on MI Write, an AWE system designed to improve the teaching and learning of writing by providing students with automated feedback and writing scores.


To investigate interaction with the AWE software, Wilson and his co-authors looked at three dimensions of engagement: behavioral, or the actions students take in response to feedback; cognitive, or the thinking and revision strategies that students use in response to feedback; and affective, or how students feel about and perceive feedback.


Across all three dimensions, Wilson and his co-authors found similar levels of engagement across all students. They also found that the overall improvements in student writing over the course of the school year was not related to language status.


But, even in light of these positive findings, Wilson emphasizes that it’s important to view AWE as a teaching tool rather than as a replacement for classroom teaching.


For more on Wilson's research or to speak to him about AI in the classroom, click on his profile and reach out to him. 

Connect with:
Joshua Wilson

Joshua Wilson

Associate Professor, Education

Prof. Wilson's research focuses on ways that technology and artificial intelligence can improve the teaching and learning of writing.

Writing InstructionWriting AssessmentAutomated ScoringAutomated FeedbackArtificial Intelligence in Education

You might also like...

Check out some other posts from University of Delaware

2 min

University of Delaware secures $13.1M grant to transform Alzheimer’s research and prevention

A new five-year $13.1 million grant will greatly expand the ability of University of Delaware researchers to pursue ways to prevent and treat Alzheimer's disease. The gift from the Delaware Community Foundation (DCF) is one of the largest in state history for Alzheimer’s research. UD's Christopher Martens called the grant "transformational," as it will support the expansion of a statewide prevention study, enable the purchase of a state-of-the-art MRI machine and drive discovery of new diagnostic tools and treatments. “It will also help grow the number of researchers in Delaware focused on Alzheimer’s disease, promoting an interdisciplinary approach." said Martens, director of UD's Delaware Center for Cognitive Aging Research (DECCAR) and professor of kinesiology and applied physiology in the College of Health Sciences. Bringing together researchers from multiple fields to collaborate on a critical challenge like Alzheimer’s disease is a key strength of the University of Delaware, said Interim President Laura Carlson. “Every one of us has a family member or friend who has been deeply affected by Alzheimer’s. I’m proud that UD is working better to understand this terrible disease and partnering with others throughout the state to work on its prevention, diagnosis and treatment,” Carlson said. “We are grateful to the Delaware Community Foundation for their support, which allows us to escalate our research and expand our community outreach.” “No one has to look very far afield to witness and understand the tragedy of Alzheimer’s, and the research supported by this grant will help UD researchers come ever-closer to uncovering life-improving and life-saving solutions,” said Stuart Comstock-Gay, President and CEO of the Delaware Community Foundation (DCF). “The grant was provided through the generosity of late Paul H. Boerger, who made a substantial legacy gift to the fund he had established at the DCF in his lifetime, and his foresight will help so many.” The gift is aimed at achieving the following goals: • Tracking Alzheimer’s risk over time – Expanding Delaware’s largest study of brain aging from 100 to 500 participants to uncover who develops dementia and why. • A simple blood test for early detection – Developing a first-of-its-kind test that could diagnose Alzheimer’s years earlier than current methods. • Cutting-edge brain imaging – Installing a $3.2 million MRI machine on UD’s STAR Campus to reveal hidden brain changes linked to memory loss. • Spotting the earliest warning signs – Exploring how subtle shifts in language and menopause-related hormone changes may predict Alzheimer’s risk. • Fueling prevention and cures – Creating powerful data and tools that will accelerate new treatments and bring researchers closer to stopping Alzheimer’s. To reach Martens for an interview, visit his profile and click on the "contact" button. Interviews with DCF officials can be arranged by emailing MediaRelations@udel.edu.

2 min

Empowering independence: Blue Envelope program facilitates safer communication between drivers with disabilities and police

University of Delaware, in close collaboration with Delaware State Police, the Delaware Association of Chiefs of Police, the Office of Highway Safety, and the Delaware DMV, has co-developed the Blue Envelope Program – now launched statewide as of Aug. 26, 2025. The program offers no-questions-asked, no-ID-required, free envelopes that drivers with disabilities (including communication differences, sensory needs, mobility limitations, or other differences) can keep in their vehicle. The envelope includes space for emergency contact or medical notes, instructions for law enforcement and tips to ensure safe, respectful, clear exchanges during traffic stops. The University of Delaware Center for Disabilities Studies helped review and approve the content and design to ensure inclusivity and accessibility. UD experts – including Sarah Mallory (Associate Director of the Center for Disabilities Studies) and Alisha Fletcher (Director, Delaware Network for Excellence in Autism) – are available to speak about how the program supports an underserved and underrepresented group and improves outcomes in law enforcement encounters. Why This Matters: Traffic stops can be stressful for drivers with disabilities and can lead to misinterpretations or heightened risk. The Blue Envelope helps reduce misunderstandings while preserving dignity and safety. Delaware joins around 10 other states (including Maine, Massachusetts, New Jersey, New York, Rhode Island, and Vermont) in adopting a traffic-stop communication aid for drivers with disabilities This is a practical, no-barrier solution that promotes equity, accessibility, and respectful law enforcement practices. To speak with either Mallory or Fletcher to learn more about the program's development, impact and what’s next, email mediarelations@udel.edu.

2 min

Spitting image: What the blunder by Philadelphia Eagles' Carter can teach us about teams

Social media caught fire when Philadelphia Eagles' defensive tackle Jalen Carter got tossed for spitting on Dallas Cowboys' quarterback Dak Prescott before the first snap of this year's NFL season opener. While the impact on the game was obvious, what unfolded on the field of play has lessons for the workplace and the boardroom. The University of Delaware's Kyle Emich can talk about the parallels between the two worlds when individuals let their teams down. Emich, a professor of management in UD's Lerner College of Business and Economics, said emotional events occur all the time in the workplace, especially in board rooms, where the atmosphere is often competitive. "Emotion regulation is a key part of harnessing motivation appropriately in a competitive context," Emich said. • Early on, the Cowboys were able to regulate their emotions to tap into the incident when they roared out to several seamless offensive drives. • Emich says the Eagles' young, inexperienced and not-yet-gelled defensive unit was unable to regulate their emotions and preserve their confidence (collective efficacy) after the incident. They were unable to stop Dallas in the first half. • Carter's act could also have served as an emotion regulation cue for both teams. The Eagles defense was unable to regulate and maintain stability, leading to a number of costly penalties. But the Cowboys seemed to have had the same issue when they retaliated with personal fouls of their own. •  In the end, the Eagles were able to come together under the leadership of their coach, Nick Sirianni, and quarterback, Jalen Hurts, to secure a 24-20 victory. To connect with Emich for an interview, visit his profile page and click on the "contact" button.

View all posts