Comparing MBA Career Reports

Many MBA programs publish a career or employment report. These are useful, but only if you know what the numbers describe. Two reports can both say "average" or "employed" and mean very different things. This guide explains the main differences to look for. It does not suggest what any student will earn or achieve, because a report describes a past class, not your future.

Mean versus median

The mean is the arithmetic average: add up all reported salaries and divide by the count. The median is the middle value when salaries are ordered. A few very high or very low figures can pull the mean away from what most graduates reported, while the median is less affected by extremes. A report that shows only one of them tells you only part of the picture.

The MBA CSEA standards for full-time MBA reports ask schools to report the median, mean, high and low salaries within categories, provided minimum data requirements are met (a minimum of three salary data points, or one percent of full-time graduates accepting employment, whichever is greater). Where there are too few data points, the standards place them in an "other" category for confidentiality. So a missing breakdown does not necessarily mean data is hidden; it may reflect a small group.

Also look at what the figure measures. Base salary, signing bonus, guaranteed bonus and other compensation are different items, and a report may show them separately or together. Only compare like with like.

Who is counted: the reporting population

Ask:

• Which program? Full-time, part-time, online and executive classes have different circumstances. A report for a full-time class does not describe students who stayed with their employers while studying.
• Which graduates? Some reports include only graduates seeking employment; others include the whole class. The MBA CSEA standards for full-time reports separate categories such as graduates seeking employment from those not seeking it (for example, those who were company-sponsored or already employed), and they set the denominator accordingly. Salary data under the standards is for graduates accepting new employment, not for sponsored students returning to a previous role.
• Which class and year? Reports refer to a particular graduating class. Economic conditions and class composition change from year to year.
• How many people? A figure based on a small number of respondents is less stable than one based on many.

Response rates and knowledge rates

A report is only as complete as the information collected. Two ideas matter:

• Knowledge rate (employment). The share of graduates for whom the school has reliable employment information. The CSEA standards set a target of 85 percent of graduates, with a footnote required stating the actual share.
• Salary reporting rate. The share of job-accepting graduates for whom the school has reliable salary data. The CSEA standards set a target of 80 percent, again with a footnote stating the actual share.

If a report does not show how many graduates responded, you cannot tell how representative the figures are. A report that discloses a lower rate is more transparent than one that gives none. Look for footnotes and methodology statements.

Measurement windows

When employment is measured changes the result. The CSEA standards for full-time MBA reports use two reporting points: at graduation and at three months after graduation, and they say this gives all schools equal time after graduation to collect and report data. Salary reporting under the standards covers graduates accepting employment by three months after graduation; offers accepted later are not included in a compliant report.

Reports that use other windows, such as six months or one year after graduation, or that mix windows, are not equivalent to a three-month report. Likewise, "employed at graduation" and "employed three months after graduation" are different statements. Check the stated window and the definition of "accepted offer".

Currency, location and conversion

Salaries are reported in different currencies. The CSEA standards allow schools to report in local currency, or the currency most suited to the local job market. Schools outside the United States that convert to US dollars are expected, under the standards, to use official published rates near their data-collection cutoff date. If you compare reports, note the currency, the conversion date if any, and whether the figure is nominal. A currency conversion at a different date can change the apparent number. Salaries also reflect local cost of living and pay norms, so a figure in one country is not directly comparable to a figure in another, even in the same currency.

What the standards do and do not cover

The MBA CSEA publishes standards for reporting full-time MBA employment statistics, with new versions released in 2025 for the class of 2026, and separate standards for part-time MBA and specialty master's reporting. The standards are widely used by schools in the United States and by some elsewhere. They say a school should declare whether it followed them, and CSEA offers an opt-in compliance review. Even so:

• Following the standards is the school's choice, and not every school reports under them. A report that says it follows them has not necessarily been independently reviewed; CSEA's compliance review is opt-in and covers a random selection of schools that choose to take part.
• Many schools outside the United States use their own methods or other national frameworks.
• The standards have specific rules for full-time programs. They do not make reports from different programs or countries interchangeable.

When a school states that it follows the standards, look for the related details: knowledge rate, salary rate, reporting dates and definitions.

Why reports from different schools are not equivalent

Putting it together, two reports can differ in program type, class year, who is included, response rate, measurement point, compensation definition, currency and country. Any of these can change a headline number. A reasonable approach is:

1. Confirm what program and class the report describes.
2. Check the number of graduates, the share seeking employment and the response rate.
3. Note the measurement window and the definition of "accepted offer".
4. Check whether the salary is mean or median, base or total, and in which currency.
5. Look for a methodology note, and whether the school says it follows a standard.
6. Compare only reports that match on those points, and treat the rest as not comparable.

Employment figures should also be kept in proportion. No report can tell you whether a program is right for your goals; for that, see How to choose an MBA. For cost comparisons, see Understanding MBA tuition. Accreditation is a separate topic; see Understanding business school accreditation.

Using this directory

Career statistics, reporting methods and requirements change with each class, so check them on each program page and on the school's official website, including any methodology note. Program pages in this directory show the source and verification date for each fact, so you can see which class and report a figure comes from. Browse full-time, part-time, online and executive programs, use the comparison tool, and read our methodology to see how outcomes information is recorded.