"Does my child actually need to take computer science?" is one of the most common questions we field from parents, and it rarely comes from families planning a computer science major. It comes from parents of students heading toward pre-med, business, engineering, or who simply haven't decided yet. The honest answer depends less on the intended major and more on how that major actually uses programming once a student gets to college — which is often surprising.
The real reason to consider it: not the major, the habit
Very few high schoolers will end up majoring in computer science. But a growing number of majors that have nothing to do with CS still expect students to write at least basic code somewhere in the first two years — a statistics course, a lab, a research assistantship, or a required "intro to computing" gen-ed. The value of a high school CS course isn't really about the specific language or syntax. It's about building the habit of breaking a problem into steps and debugging it when it doesn't work the first time — a skill that transfers into almost any quantitative work a student ends up doing.
How this plays out by track
| Intended track | Will they touch code in college? | Our take |
|---|---|---|
| Pre-med | Often, indirectly — R in intro biostatistics, Python in bioinformatics or public health data work. | One solid intro CS course is a good hedge. Not required. Don't let it crowd out Bio/Chem. |
| Business / Economics | Increasingly yes — data analysis, basic Python or SQL shows up in many intro business and econ sequences now. | An intro programming course or AP CSP is genuinely useful and low-risk here. |
| Engineering (non-CS, e.g. mechanical, civil, biomedical) | Almost certainly — most engineering programs require at least one programming course (MATLAB, Python, or C) in the first year. | Early exposure in high school meaningfully reduces first-semester struggle. Worth prioritizing. |
| Humanities / Undecided | Rarely required, but data literacy is showing up more broadly across majors. | AP Computer Science Principles is a good low-stakes fit — more conceptual, less code-heavy than AP CSA. |
AP CSA vs. AP CSP vs. a plain intro course
Parents often assume these are interchangeable, but they serve different students:
- AP Computer Science A (Java): the most rigorous option, closest to an actual first-year college CS course. Best fit for a student who might genuinely be interested in CS, engineering, or wants the strongest possible signal of quantitative rigor.
- AP Computer Science Principles: broader and more conceptual — covers algorithms, data, the internet, and computing's impact with less intensive coding. A strong fit for a student who wants the AP-level weight on a transcript without the heavier time commitment of CSA.
- A non-AP intro programming elective: lower stakes than either AP option, and often the right call for a student who just wants foundational exposure without exam pressure — especially useful for a track like pre-med or humanities where the goal is a hedge, not a specialization.
The one thing that matters more than which course
We say this to almost every family: the choice of course matters less than how the student performs in it. A B in a course that was the wrong fit for their track is a worse outcome than an A in a course that matched their bandwidth and actual interest. If a student is going to commit to computer science as an elective, the goal should be genuine engagement and a strong grade — not just checking a box because "it looks good."
If you're unsure which level makes sense for your student's specific track, workload, and college goals, that's exactly the kind of decision we help families think through during a first conversation — not to sell a course, but to make sure the elective actually earns its spot on the schedule.