Which Degrees Have the Highest Dropout Risk? Data Comparison (Guide)

Imagine a busy college campus in late September. In one building, a lecture hall holds 100 engineering students who are eager to solve the world’s problems. In another building, 100 nursing students are practicing their first clinical skills. By the time graduation day arrives four years later, only 60 of those engineering students might be wearing a cap and gown, while 90 of the nursing students have already secured jobs. This gap represents more than just a change in career paths; it represents a massive financial risk for those who do not finish.

Understanding Dropout Risk and ROI

Dropout risk is the statistical chance that a student will leave a degree program before finishing. It is a vital part of calculating the ROI of college degree programs because students who drop out often keep their debt but do not get the higher salary that comes with a diploma.

I have spent the last 15 years looking at how education costs turn into future wealth. When I mentor parents and students, I always start with a hard truth. A degree with a high salary potential is only valuable if you actually earn it. If you take out $30,000 in loans for a computer science degree but leave after two years, your return on investment is negative. You have the bill, but you do not have the earning power.

The ROI of college degree programs is usually calculated by looking at the “earnings premium.” This is the extra money you make compared to someone with only a high school diploma. However, most calculators assume you will finish. My data-driven approach adds “completion risk” to the math. This gives a much clearer picture of the best value degrees for your specific situation.

• Dropout risk increases the “true cost” of a degree.
• Unfinished degrees lead to higher default rates on loans.
• Risk levels vary wildly between different majors.

The Data: Where These Numbers Come From

The data used in this analysis comes from the National Center for Education Statistics (NCES) and the U.S. Department of Education’s College Scorecard. These sources track student outcomes, including how many students stay in school and how much they earn ten years after starting.

In my research, I look at cohort tracking. This means I follow a group of students from the day they start until the day they leave. Interestingly, the data shows that dropout risk is not just about how “hard” a major is. It is also about the support systems the school provides and the clear path to a job.

When I analyze the worth of master’s degree programs, I see similar patterns. Some professional degrees have nearly 100% completion rates. Others, especially in the humanities, have much higher attrition. This is why I tell my mentees to look at the debt-to-income ratio education data before they sign any loan papers.

STEM Degrees: High Reward but High Attrition

STEM degrees, which include science, technology, engineering, and math, often offer the highest salaries. However, they also have some of the highest dropout rates due to rigorous coursework and a lack of early-career academic support in many large universities.

I recently worked with a student named Marcus. He wanted to pursue Aerospace Engineering because of the $90,000 starting salary. When we looked at the data for his chosen school, we saw a 45% dropout rate in the first two years. We had to discuss the financial “worst-case scenario.” If he didn’t finish, he would still owe $40,000 with no specialized skills to pay it back.

Building on this, the debt-to-income ratio education metrics for STEM are usually excellent for graduates. But for those who leave, the ratio is infinite because their income does not see the “degree bump.” This makes STEM a “high-stakes” investment. It is often one of the best value degrees, but only for those who have a high probability of finishing.

• STEM students often switch to “easier” majors, losing credits in the process.
• High math requirements are the primary reason for attrition.
• The “weed-out” culture in early classes increases financial risk for parents.

Professional Degrees: The Stability Leaders

Professional degrees like nursing, education, and social work are designed to lead directly to a specific job. These programs usually have lower dropout rates because students have a clear career goal and the curriculum is highly structured.

Nursing is a great example of a low-risk, high-return path. My analysis shows that health-related majors have some of the lowest dropout rates in the country. Students in these programs often feel a strong sense of purpose. Also, the job market is so strong that the “light at the end of the tunnel” is very bright.

When you use a college ROI calculator, these degrees often look better than high-paying STEM jobs when adjusted for risk. You are much more likely to actually get the degree. For a cost-conscious family, a 90% chance of a $65,000 salary is often better than a 50% chance of a $90,000 salary.

• High vocational clarity keeps students motivated.
• Clinical placements provide early “real-world” experience.
• Financial aid is often more stable for these “high-need” fields.

The Impact of School Type on Completion

The type of institution you attend—whether it is a public university, a private college, or a for-profit school—greatly affects your risk of dropping out. Public and private non-profit schools generally have much higher graduation rates than for-profit institutions.

I always warn my mentees about the “marketing trap.” Some schools promise a quick path to a high-paying job but have very low graduation rates. According to the College Scorecard, some for-profit programs have dropout rates as high as 60%. This is a red flag for any investor.

Public universities often provide the best balance of cost and support. Private colleges may have higher “sticker prices,” but they often offer more personal attention. This attention can lower the dropout risk. You must look at the “net price” rather than the advertised tuition to see the true value.

Calculating Your Personal Risk-Adjusted ROI

A personal risk-adjusted ROI takes the expected salary of a degree and multiplies it by the probability that you will actually graduate. This gives you a more realistic expectation of what your education is worth in the long run.

To do this, I suggest using a simple formula. Take the median salary 10 years after graduation. Multiply it by the school’s graduation rate for your major. Then, subtract the total cost of the degree. This is your “Expected Value.” If this number is low or negative, the degree may not be a sound financial choice.

For example, if a master’s degree costs $60,000 and leads to a $10,000 raise, but only 50% of people finish, the worth of master’s degree programs like that is questionable. You are essentially flipping a coin with your financial future. I prefer to see a graduation rate of at least 70% before I call a program “low risk.”

• Check the College Scorecard for “Graduation Rate” by major.
• Compare the “Net Price” to the “Median Earnings.”
• Look for schools with high “First-Year Retention” rates.

Debt-to-Income Ratios and the “Sunk Cost” Trap

The debt-to-income ratio is a measure of how much you owe compared to how much you earn. A healthy ratio is usually considered to be 1:1 or less, meaning your total debt should not exceed your first year’s salary.

One of the biggest mistakes I see is the “sunk cost” trap. This happens when a student is struggling in a major but keeps going because they have already spent money. If the dropout risk is rising because of failing grades, it might be cheaper to switch majors early. Staying in a program you will likely fail out of is a recipe for a debt disaster.

In my ROI analyses, I find that students who switch to a major that fits them better often have a higher lifetime ROI. They might take an extra year to graduate, but they actually finish. Finishing a “lower-paying” degree is always better than not finishing a “high-paying” one.

• Aim for total debt that is less than your expected starting salary.
• Avoid taking on private loans if your major has a high attrition rate.
• Use federal loans first because they offer better protection if you struggle.

Tools and Resources for Data-Driven Choices

There are several free tools available to help you compare degrees and schools. Using these resources can help you avoid high-risk programs and find the best financial fit for your career goals.

I recommend starting with the College Scorecard. It allows you to see exactly how much students earn by major at specific schools. Next, use Payscale to look at long-term salary growth. Many degrees start with low pay but have high growth over 20 years.

1. College Scorecard: Best for graduation rates and median debt.
2. Payscale ROI Report: Best for 20-year lifetime earnings data.
3. NCES Data Explorer: Best for deep dives into student demographics and success.
4. Bureau of Labor Statistics (BLS): Best for checking if your chosen job will exist in 10 years.
5. Net Price Calculators: Every school has one; use it to find your actual cost.

Action Plan for Students and Parents

Choosing a degree is a business decision. You should treat it with the same care as buying a house or investing in the stock market. Follow a step-by-step process to minimize your risk.

First, identify three majors that interest you. Second, look up the graduation rates for those majors at your target schools. Third, calculate the debt-to-income ratio based on the average debt at those schools. Finally, choose the path that offers the best balance of personal interest and financial safety.

As a parent, your role is to be the “Chief Financial Officer.” Help your child understand that the goal of college is to gain independence. A high-risk degree that leads to a mountain of debt is not a gift; it is a burden. Encourage them to look at the numbers alongside their passions.

• Research the “First-Year Retention Rate” of any school you visit.
• Ask departments about their specific support for struggling students.
• Don’t be afraid to start at a community college to lower the financial stakes.

FAQ: Navigating Degree Risk and ROI

What is the most important metric when looking at the ROI of college degree programs? The most important metric is the debt-to-income ratio. This compares your total student loan debt to your expected starting salary. Ideally, you want to owe no more than what you expect to earn in your first year. If a degree costs $100,000 but the starting salary is $40,000, the ROI is very poor and the financial risk is high.

Which majors have the highest dropout rates according to the data? Data from the NCES shows that STEM fields, particularly Engineering and Computer Science, often have higher dropout rates, sometimes reaching 40%. This is frequently due to the difficulty of the curriculum. Architecture and some Fine Arts programs also show higher attrition rates, often due to the high cost of materials and long hours that make working a part-time job difficult.

How does dropout risk affect the worth of master’s degree programs? The worth of master’s degree programs depends heavily on completion. Because graduate school is more expensive per credit, dropping out is even more costly. Professional master’s degrees, like an MBA or a Master of Science in Nursing, tend to have very high completion rates and a clear ROI. Academic master’s degrees in the humanities have higher risk because the career path is less certain.

Is a degree with a high dropout rate always a bad investment? No, it is not always a bad investment, but it is a higher-risk one. If you are highly motivated and have a strong background in the subject, the reward can be massive. However, you should ensure the school has good tutoring and academic advising to help you stay on track. You are paying for those services with your tuition, so make sure they exist.

What are the best value degrees for someone worried about debt? Degrees in healthcare (like Nursing or Dental Hygiene), Business (Accounting or Supply Chain), and specialized trades often offer the best value. These fields usually have lower dropout rates and high job placement. They provide a “safe” path to a middle-class or upper-middle-class income without the extreme academic risk of some theoretical sciences.

How can I find the graduation rate for a specific major? You can find this data on the College Scorecard website by searching for a school and then looking at the “Fields of Study” section. It will show you the number of graduates, the median salary, and the median debt. While it doesn’t always show the “dropout rate” directly, you can compare the number of students who start the major to those who finish.

Does school prestige lower the risk of dropping out? Surprisingly, prestige does not always lower the risk. Some elite schools have very high “weed-out” rates in their most popular majors. However, highly selective schools often have more resources to help students who are struggling. The key is to look at the school’s “Retention Rate,” which measures how many freshmen return for their sophomore year.

What should I do if I am in a high-risk major and struggling? The first step is to seek help immediately. Visit your professor during office hours and go to the tutoring center. If you realize the major is not a good fit, talk to an academic advisor about switching. It is much better to switch to a major where you can succeed than to fail out of a “prestigious” one and leave with debt but no degree.

How do I use a college ROI calculator effectively? To use a college ROI calculator effectively, you must input realistic numbers. Use the “Net Price” (the cost after grants and scholarships) rather than the “Sticker Price.” Use the median salary for your specific major at your specific school, not a national average. This will give you a customized view of your potential return.

Is it better to go to a cheaper school with a higher dropout risk? Generally, no. A “cheap” school that you don’t graduate from is more expensive than a “pricey” school that you do graduate from. The goal is to find a school that offers a “Net Price” you can afford and has a strong track record of helping students in your major finish their degrees. Value is about the result, not just the initial cost.

(This article was written by one of our staff writers, Benjamin Carter. Visit our Meet the Team page to learn more about the author and their expertise.)