Research

Good program research connects a decision to evidence. A tuition figure helps when you know the required units, mandatory fees and academic year. An employment projection helps when you know the occupation and geography it describes. A school’s identity record helps establish which institution you are considering. Those facts answer different questions and should not be combined into a single unexplained score.

Start with the question you need answered

Three different kinds of dates

Keep the date a source was checked, the period its data describes and the cycle you intend to enter separate. A page checked today can still quote an earlier tuition year. A current publication can summarize a much older student cohort. An admissions deadline can expire while the program remains active. When a date changes the decision, open the underlying source and confirm the applicable period instead of relying on the freshness of a search result.

Use public datasets for the question they answer

The Department of Education’s College Scorecard catalog entry distinguishes institution-level and field-of-study resources and links supporting data and a data dictionary. A catalog’s last-checked date is not necessarily the release date of every linked file. Read the resource metadata before treating a figure as current. On this site, matched federal identity information supports institution identification; current graduate program charges, admissions and attendance are checked separately against official university sources.

For a reported outcome, ask who was included, who was excluded, what was measured and how long after study it was measured. Do not treat a missing or suppressed value as zero. Do not combine graduate and undergraduate populations, different credential levels or different measurement periods without a defensible reason. If the underlying documentation cannot establish the relevant group, keep that comparison unresolved.

Work through a cost comparison

Imagine Program A publishes a complete tuition-and-fee estimate for a stated course plan, while Program B publishes only a tuition rate. First calculate the required units at the applicable rate for B, then obtain the mandatory fee schedule and confirm prerequisites. Until those questions are resolved, the useful conclusion is that B’s complete price is unknown. It is not that B is cheaper, free or unsuitable. The next research action is a specific request for the missing components.

Check a conclusion before sharing it

• Write the question and the practical decision the evidence is meant to support.
• Identify the exact credential, institution or occupation rather than a loosely similar label.
• Record the official source, applicable period, units and date checked.
• Show the calculation and keep uncertain inputs visible.
• Look for a counterexample: a different residency category, extra course, placement requirement or later rate.
• Describe the coverage honestly. A curated sample does not establish what every university offers.

Follow a research path

Use the methods pages to understand our source and comparison rules, the cost guide to build a complete scenario, and the career guides to examine occupational work and education routes. Program profiles retain the source checks behind their displayed facts. If you find an inconsistency, send the exact program, field and current official source through the corrections route.