Analysis
Denison's highly selective environment—just 17% of applicants gain admission—suggests strong networking and recruiting pipelines, yet the quantitative methods field in Ohio shows wide variation in graduate outcomes. Similar programs across the state suggest first-year earnings around $58,000, which lags both the national median of $62,000 for this major and what Ohio's top performers achieve. Miami University and Ohio State graduates in comparable programs earn $75,000 and $69,000 respectively, raising questions about whether Denison's smaller program scale limits recruiting reach despite its academic rigor.
The estimated debt load of roughly $25,000 translates to a manageable 0.43 ratio against first-year earnings—well below the danger threshold where loan payments become burdensome. This debt figure aligns closely with both state and national benchmarks for the major, and only 13% of Denison students receive Pell grants, suggesting many families pay substantial portions out of pocket. The real consideration here isn't crushing debt but opportunity cost: are families getting competitive career outcomes relative to the premium they're paying for Denison's brand?
For parents evaluating this investment, the absence of actual reported data for Denison's program means you're betting on institutional prestige translating to individual outcomes. Request placement data directly from the department—where do graduates actually land jobs, and at what salaries? That concrete information matters more than estimated medians when you're writing tuition checks to a selective liberal arts college.
Where Denison University Stands
Earnings vs. debt across all management sciences and quantitative methods bachelors's programs nationally
Compare to Similar Programs in Ohio
Management Sciences and Quantitative Methods bachelors's programs at peer institutions in Ohio (25 total in state)
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| School | In-State Tuition | Earnings (1yr)* | Earnings (4yr) | Median Debt* | Debt/Earnings |
|---|---|---|---|---|---|
| $64,000 | $57,927* | — | $24,840* | — | |
| $17,809 | $74,770* | $69,671 | $27,000* | 0.36 | |
| $12,859 | $68,814* | $78,642 | $20,500* | 0.30 | |
| $12,613 | $47,040* | $63,587 | $24,050* | 0.51 | |
| $37,800 | $45,730* | $50,493 | $25,000* | 0.55 | |
| National Median | — | $62,069* | — | $23,250* | 0.37 |
Career Paths
Occupations commonly associated with management sciences and quantitative methods graduates
Actuaries
Data Scientists
Business Intelligence Analysts
Clinical Data Managers
Chief Executives
Chief Sustainability Officers
General and Operations Managers
Statisticians
Biostatisticians
Financial Risk Specialists
Management Analysts
Operations Research Analysts
About This Data
Source: U.S. Department of Education College Scorecard (October 2025 release)
Population: Graduates who received federal financial aid (Title IV grants or loans). At Denison University, approximately 13% of students receive Pell grants. Students who did not receive federal aid are not included in these figures.
Earnings: Median earnings from IRS W-2 data for graduates who are employed and not enrolled in further education, measured 1 year after completion. Earnings are pre-tax and include wages, salaries, and self-employment income.
Debt: Median cumulative federal loan debt at graduation. Does not include private loans or Parent PLUS loans borrowed on behalf of students.
Estimated Earnings: Actual earnings data is not available for this program (typically due to privacy thresholds when fewer than 30 graduates reported earnings). The estimate shown is based on the median of 4 similar programs in OH. Actual outcomes may vary.