A 2023 Dreambound survey of approximately 1,000 US college graduates found that 44% regretted their college major — the most direct available measure of dissatisfaction with a debt-financed degree path. On the inaction side, a 2017 Gallup survey of 3,200 US adults found that 31% of those without a 4-year degree would obtain one if they could make the decision again. The resulting delta (0.13) places this entry in the action_dominates category, meaning people who took on debt for a 4-year degree report higher rates of dissatisfaction than those who chose cheaper alternatives — an unusual pattern in a dataset dominated by inaction regret.
The Federal Reserve’s 2023 Household Economic Decision-Making survey corroborates the action-side picture: 35% of bachelor’s-degree holders would choose a different field of study, and 63% of student loan borrowers report difficulty managing their payments. A Fortune survey of Gen Z adults found that one in four wished they had not gone to college or had chosen a more financially rewarding field. These figures together suggest that the main driver of action-side regret is not the degree itself but the mismatch between major choice, debt load, and labor-market outcomes — a structural problem that intensified as tuition costs rose faster than starting salaries in many fields between 2000 and 2020.
The inaction-side 31% should be read carefully. Gallup’s figure covers all non-4-year-degree adults, including people who chose trade or vocational paths deliberately and are satisfied with them, people who lacked access due to cost or location, and people who entered the military or workforce directly. The share who specifically chose a cheaper alternative and regret not having obtained a 4-year credential is likely a subset of that 31%. The wage premium for a 4-year degree over vocational qualifications varies substantially by field: licensed trades (electricians, HVAC technicians, plumbers) show compressed wage gaps relative to many humanities or social science degrees, while technology, healthcare, and finance fields show larger premiums. The action_dominates pattern is robust across independent surveys but narrows considerably when the comparison is restricted to high-return vocational credentials against high-cost, low-return degree programs.