Is the teacher pay gap really a STEM salary premium?
Core argument: Census Bureau data show STEM graduates often earn 20% more than non-STEM graduates, while education majors earn salaries comparable to liberal arts and social science graduates, locating the teacher pay gap in the STEM premium rather than a teacher–non-teacher disparity.
The perceived teacher pay gap is largely driven by the salary premium associated with STEM degrees rather than a disparity between teachers and non-teachers. New Census Bureau data reveal that education majors, who often become teachers, earn salaries comparable to other non-STEM graduates, such as those in liberal arts or social sciences. The real gap emerges when comparing these groups to STEM graduates, who earn significantly higher salaries, often 20% more. This discrepancy is due to the higher demand for quantitative skills in the labor market and the rigorous nature of STEM fields. Public schools typically use a uniform pay scale based on experience and degree level, not subject expertise, leading to teacher surpluses in some areas and shortages in others. Adjusting pay scales to offer a premium for STEM degree holders could attract more qualified candidates to teaching positions in these fields.






Ed Comment:“What is the database they are using? What data is in it. Could we use it to gain insight into what is happening over time to 60th percentile workers (who don't go to 4 yrs of college) and whether lesser-skilled workers are increasingly populating jobs (not sectors) suffering from baumol's cost disease?”
Ben Comment: "They're using the Census's Post-Secondary Employment Outcomes (PSOE) survey which is part of the LEHD program. I think we can do a little work in the direction you're thinking but the data are limited to only 10 states (see attached screenshot) and relatively limited in the educational institutions it covers - looks like only public schools. That might cover enough of the Associate degree level of education; I don't know. The dataset also gives outcomes at the 2-digit NAICS level. That matches what we did in the Swanson Replication but now that we're getting into individuals, I wonder if that's what we want to look at? Secretaries at Goldman didn't go to harvard. Maybe goldman doesn't hire secretaries directly anymore? We can do something like "Students who went to these 2 year institutions in these states ended up in these industries". I'm just not sure how representative of anything that would be."
STEM salary premium reflected in teacher compensation, “…At first glance, the PSEO data confirm that Bachelor’s or a Master’s degree holders in Education — most of whom work as teachers — receive lower pay than other degree-holders. But the PSEO data let us dig deeper,showing that the real pay gap isn’t teachers versus non-teachers but STEM graduates versus the rest of us.Education majors at the Bachelor’s or Master’s level receive salaries not statistically different from those of other non-STEM majors, such as liberal arts or social sciences. The seeming teacher pay gap comes when we compare Education degree holders to workers with STEM degrees such as math, computer sciences or engineering. STEM degree holders do indeed receive much higher salaries, often 20% or more.But this pay gap isn’t versus Education majors, it’s relative to nearly all non-STEM degree holders.And those pay differences aren’t surprising:STEM fields demand higher SAT and GRE exam scores than other majors, are more difficult and rigorous, and leave students with the quantitative skills that are most demanded in the modern labor market. Education majors much more resemble grads with liberal arts or social science degrees than they do STEM graduates. The teacher pay gap really isn’t about teachers. It’s about the broader salary premium paid to STEM degree holders over other college grads, including those who go into teaching.”