student-success

2 posts

grammarly

Scaling Always-On Writing Support at Florida Atlantic University (opens in new tab)

Florida Atlantic University successfully implemented Grammarly as a campus-wide writing support tool to improve student outcomes while reducing the grading burden on faculty. By integrating the software directly into students' existing workflows, the university observed significant gains in course completion, retention, and average GPAs across diverse student populations. This strategic approach demonstrates that providing low-friction, automated feedback on mechanics allows students to submit stronger drafts and enables instructors to focus their critiques on higher-order ideas and arguments. ### Strategic Integration and Low-Friction Access * The university opted for a campus-wide rollout that prioritized instructor autonomy, allowing faculty to decide how to best onboard students within their specific writing-intensive courses. * The tool was integrated into students' existing digital ecosystems, including Microsoft Word, Google Docs, Outlook, and Gmail, as well as via browser extensions to ensure adoption didn't require new platforms. * Grammarly was positioned as a “first line of instruction” for recurring mechanical issues, acting as a private, on-demand support system that reduced the friction typically associated with seeking help. ### Measurable Impact on Student Success * Data analysis revealed a +5.3-point persistence lift, with Grammarly users reaching a 79.5% completion rate compared to 74.2% for their peers. * Significant gains were noted in "gateway" courses that unlock further degree progress, with completion rates rising by +3.3 points in writing-intensive courses and +4.3 points in STEM sections. * Frequent users achieved an average GPA of 3.69, which was 0.4 points higher than non- or low-frequency users, even when controlling for baseline demographics and prior academic performance. ### Continuous Writing Performance Gains * Writing performance scores increased by +2.14 points in Fall 2023 and +1.28 in Fall 2024, suggesting that the tool supports ongoing skill development rather than just short-term corrections. * Continuous users showed a year-over-year improvement in writing scores from 76.7 to 81.3. * The visibility of recurring patterns in the students' own drafts allowed them to make sustainable changes to their writing habits over multiple terms. ### Shift in Faculty Instruction * The implementation acted as a "classroom pressure release," making student drafts easier to read by filtering out repeated mechanical errors. * Instructors were able to shift their focus away from basic proofreading and toward guiding students on complex structural and argumentative elements. * The university utilized the rich usage datasets provided by the software to inform broader student-success initiatives and institutional analysis. To replicate these results, institutions should focus on broad access and low-barrier implementation, ensuring the tool meets students where they already write. Anchoring the rollout to specific momentum metrics—such as first-year retention and STEM course completion—allows administrators to track the tangible impact of the technology on institutional goals.

grammarly

Campus-Wide Writing Support Leads to Stronger Student Success at Phoenix College (opens in new tab)

Phoenix College implemented a campus-wide writing support initiative through Grammarly for Education to address academic barriers for its diverse student population, including multilingual learners and working adults. By integrating AI-assisted writing tools directly into existing student workflows and learning management systems, the college aimed to reduce the mechanical grading burden on faculty while improving student literacy. An independent study subsequently confirmed that this "always-on" support led to measurable gains in course completion, retention, and overall GPA across all learning modalities. ### Scaling Support Through Workflow Integration * The college provided campus-wide access to Grammarly for all students and faculty, ensuring the tool functioned in-line within word processors, browsers, and learning management systems. * By meeting students where they already write, the initiative eliminated the friction of learning new platforms or adopting complicated, separate workflows. * The rollout emphasized flexibility, allowing instructors to choose how to integrate the tool into their specific curriculum rather than mandating a uniform pedagogical approach. ### Quantifying Impact on Student Outcomes * An independent study by LXD Research compared 569 Grammarly users with 3,067 non-users in writing-intensive courses during the 2023–2024 academic year. * Data showed a significant lift in course completion across all environments: a 6.4 percent increase for online learners, 5.0 percent for hybrid learners, and 5.2 percent for in-person students. * Beyond completion, the research identified higher year-over-year retention rates and a direct correlation between consistent tool usage and higher student GPAs. ### Shifting Instructional Focus to Higher-Order Skills * Automating mechanical corrections allowed instructors to redirect their feedback toward deeper academic concerns such as content, structure, and discipline-specific thinking. * The tool supported a process-oriented approach to writing, encouraging students to engage in iterative drafting and revision before submitting final work. * Faculty reported significant time savings, enabling them to provide more tailored, meaningful critique to a larger volume of students. ### Strategic Implementation and Adoption * The college utilized a "lead with access" model, ensuring every enrolled student had the same level of support to maintain equity between traditional and non-traditional learners. * Adoption grew organically through peer-to-peer sharing and onboarding resources that demonstrated how to use writing reports for student reflection. * The institution monitored specific "momentum indicators"—such as GPA trends and usage patterns—to identify which student subgroups were benefiting most from the intervention. Phoenix College's experience demonstrates that when writing support is frictionless and embedded within existing digital environments, it creates a scalable model for student success. Institutions looking to replicate these results should prioritize instructor autonomy and focus on tools that complement, rather than disrupt, the established writing process.