Overview:
While retake policies may reduce anxiety, overreliance on second chances—especially in the age of AI—can reinforce inequities and leave students unprepared for college, careers, and real-world environments where first attempts matter.
As a college professor who also teaches high school students computer science in a summer program, dinner-table conversations in my home often sound like faculty meetings. My husband, an assistant principal and former classroom social studies teacher, and I regularly compare notes about what we are seeing in students as they move from middle school to high school and then suddenly into college classrooms.
One pattern has become increasingly hard to ignore. By the time many students leave eighth grade, they have internalized a quiet yet powerful assumption, that is if a performance falters there will be another chance; another test, another retake, another redo.
Like many educators, I once believed deeply that policy should bend toward mercy and mastery. I thought retakes honored the learning process and acknowledged that students develop at different speeds. Now after years of working with students across K–12 and higher education as well as watching my husband navigate the same policies from an administrative lens it has become clear that retesting practices are no longer just an academic debate. They shape habits, expectations, and ultimately students’ ability to function in environments where second chances are limited and stakes are real.
Second chances: comfort or crutch?
Across middle and high schools, flexible retake policies have expanded under the banners of equity, compassion and learning recovery. The intention is admirable: reduce anxiety, encourage persistence and give students multiple paths to mastery.
Research supports part of this premise. A study by K. Supriya and colleagues, “Optional Exam Retakes Reduce Anxiety but May Exacerbate Score Disparities Between Students with Different Social Identities,” found that optional retakes can reduce student anxiety. This is a finding that
resonates with educators grappling with students who show rising stress and mental health concerns.
Yet the same study offers an important warning for students who are now matriculating in college. Retake opportunities may widen score disparities when students with greater access to time, tutoring and parental support are better positioned to take advantage of them. Students balancing jobs, family responsibilities or limited resources often cannot.
At first glance retakes feel humane but they also send an unspoken message; the first attempt matters less than the final score. That message collides head-on with what students will soon encounter beyond high school.
College: a different playing field
In higher education, the rules change abruptly. Many college courses often offer no retakes. Midterms and finals are fixed. Missed exams or weak performances often translate directly into permanent grades that will affect a student’s GPA, scholarships and even major eligibility.
In my college classrooms, I see the consequences of this shift. Students who grew accustomed to “fixing it later” are often stunned when there is no later. The biology exam can’t be rescheduled. The presentation grade cannot be made up. The deadline is real.
Research suggests that students who rely heavily on retake opportunities may struggle to adapt to these high-stakes environments. Colleges often design assessments to mirror professional contexts, where deadlines are firm and performance is evaluated once. The transition from a system of built-in second chances to one without them can lead to shock, disengagement and in many cases failure.
The AI factor
Layered onto this challenge is the rapid rise of Artificial Intelligence (AI) in education. As someone who teaches computer science to high school students, I see firsthand how tools like GPT-based models have reshaped how students approach assignments, practice and problem solving.
An IEEE Intelligent Systems article, “Rethinking Homework in the Age of Artificial Intelligence” (March 2023), highlights both promise and peril. AI can provide adaptive feedback and support learning; however, it can also undermine student agency when used as a shortcut rather than a tool.
Generous retake policies can unintentionally reinforce this dynamic. If students believe they can rely on AI to revise work or simply try again, the urgency to truly understand material the first time diminishes.
The real world is far less forgiving. A software developer cannot repeatedly submit broken code to a client. A nurse does not get unlimited retries when administering medication. In journalism, engineering, law and manufacturing, accuracy and preparation matter and this is often on the first attempt.
Equity and Access
Proponents of retake policies often frame them as an equity issue and that concern is valid. Some students need additional time and support to demonstrate learning. However, equity is not synonymous with unlimited retries.
The same research that highlights reduced anxiety also shows that optional retakes can amplify inequities when only some students have the capacity to use them effectively. A more just approach prioritizes targeted support such as tutoring, scaffolding, feedback and differentiated instruction which helps students succeed the first time, not simply score higher later.
Rethinking policy with purpose
This is not an argument for eliminating retakes altogether. It is a call for intentionality. Schools should ask hard questions like:
• Are retake policies fostering genuine learning or merely inflating grades? • Do they prepare students for college and careers where retakes are rare? • How do they intersect with AI tools that can generate answers faster than students can wrestle with ideas?
Some schools are experimenting with thoughtful alternatives such as: tying retakes to evidence of preparation, requiring tutoring or reflection, or clearly separating formative assessments (for practice) from summative ones (for evaluation).
Preparing students for the real-world
The purpose of education is not to guarantee perfect outcomes. It is to cultivate responsibility, resilience and competence.
Policies that unintentionally signal that first attempts do not matter risk leaving students unprepared for the realities they will face after graduation. Students must learn to use AI as an amplifier of thinking, not a replacement for it. They must learn that some opportunities are finite and that preparation matters.
As educators, whether in middle school hallways, high school offices or college lecture halls; we owe students honesty about the world they are entering. It is a world where excellence is expected, tools are powerful but limited, and the first effort often matters as much as the last.
References:
Supriya, K., et al. (2022). “Optional Exam Retakes Reduce Anxiety but may Exacerbate Score Disparities Between Students with Different Social Identities.” CBE—Life Sciences Education, 21(2).
Zhai, X., et al. (2023). “Rethinking Homework in the Age of Artificial Intelligence.” IEEE Intelligent Systems, 38(2), pp. 24-27.
