Licensure Exam Results and Graduate Surveys as Pharmacy Accreditation Evidence

Walk into any pharmacy accreditation visit and the evaluators will ask the same question: how do you know your graduates are ready to practice? You can point to course descriptions, faculty credentials, or preceptor agreements, but the evidence that actually settles the question is outcome data — and of all the outcome data a program holds, two kinds carry the most weight: licensure exam results and graduate surveys.

Both are named in the standards. CCAPP’s Criterion 1.2 asks for “results/data from the assessment methods” used to confirm practice-readiness, including high-stakes exams [1]; ACPE’s Standard 7.3.a names licensing examinations as examples of the standardized assessments that allow national and peer comparisons [2]. Yet in self-studies, exam data is often reduced to a single line — “92% of our graduates passed first time” — with no context, no trend, and no link back to the outcomes it is supposed to prove. That is a missed opportunity, and sometimes a liability: evaluators notice a bare number the way you notice a missing tooth.

This post walks through what each body actually expects, what PEBC and NAPLEX data can and cannot tell you, how to frame exam results in the self-study, and how graduate surveys complete the picture. It builds on how to build the assessment plan that this evidence feeds.

A pharmacist in a white coat examining a medication box in a pharmacy

What the Standards Actually Ask For

Start with the exact language, because it tells you what belongs in the file.

CCAPP (Accreditation Standards for Canadian programs leading to the Pharm.D., 2023 Revised) puts practice-readiness under Standard 1: graduates meet the program’s educational outcomes and are prepared for entry-level scope of practice. Criterion 1.2 then specifies the evidence to be submitted: a description of the assessment methods used to confirm student readiness for practice (examples given include experiential evaluations, portfolios, capstone courses and high-stakes exams), plus the results or data from those assessment methods [1]. The PEBC Qualifying Examination is the obvious high-stakes exam in a Canadian program, and Criterion 1.2 also lists student success rates from advanced pharmacy practice experiences as an example of what might be considered.

ACPE (Standards 2025) reaches the same place from the assessment plan. Standard 7.1.a requires a written assessment plan; 7.3.a requires that plan to incorporate standardized assessments, as required by ACPE (licensing examinations are given as an example), that allow for national comparisons and college- or school-determined peer comparisons. And 7.2.d requires data from AACP standardized surveys of graduating students, faculty, and preceptors [2]. The through-line: licensing exams and AACP survey data are named components of the ACPE assessment plan, and CCAPP asks for results from the high-stakes assessment methods a program uses.

Notice what neither standard asks for: raw scores. Both ask for results interpreted against outcomes. That distinction drives everything below.

What PEBC Data Can Actually Tell You

The Pharmacy Examining Board of Canada certifies pharmacists through the two-part Qualifying Examination: Part I, a single-day computer-based multiple-choice exam [3] in which each question is worth one mark [5], and Part II, an objective structured clinical examination (OSCE) taken on a different day, in which trained assessors observe and rate candidates [4]; the total score is the sum of communication, outcome and overall performance ratings across eleven scored stations [5].

Three properties of PEBC scoring matter for accreditation evidence:

The pass standard is criterion-referenced, not norm-referenced. A panel of practitioner experts sets the minimum performance appropriate to entry to practice; there is no built-in passing rate [5]. A strong year is not a stronger cohort beating a weaker one — it is more students clearing the same bar.
Individual scores are not released. Results are pass/fail only [5]. What a program can legitimately report is its own graduates’ pass/fail outcomes, by cohort and by exam part.
PEBC publishes pass rates by candidate subgroup. Its performance-trend table breaks candidates into groups — first-time test takers from Canadian-accredited programs in the year of graduation (the “Reference” group), Canadian repeat test takers, and international first-time and repeat test takers — so a program can sit its own cohort against the national picture for first-time graduates of accredited programs [5].

There is also a structural fact worth stating in the self-study: graduates of a Canadian CCAPP-accredited program may apply directly for the Qualifying Examination, while graduates of non-accredited university pharmacy degree programs must first pass the PEBC Evaluating Examination [6]. Accreditation is the gate into the licensure pathway — which is exactly why the board’s data on accredited-program graduates is the right benchmark for your file.

NAPLEX: Where Licensure and Accreditation Meet

For U.S. programs, the link between accreditation and the licensure exam is written into licensure itself. ACPE’s Standards 2025 note that state boards of pharmacy require licensure applicants from the United States to have graduated from an accredited pharmacy degree program to be eligible to sit for the NAPLEX [2]. Accreditation is a precondition; exam performance is the downstream proof that the program is producing graduates who clear it.

The NAPLEX is developed by the National Association of Boards of Pharmacy (NABP); check NABP’s current candidate materials for the exam format and passing standard rather than quoting figures second-hand. As with PEBC, what matters for the self-study is not the raw score but the pattern: first-time pass rates for your graduates, trended across cohorts, and compared against the first-time pass-rate data NABP publishes by pharmacy school — the kind of national and peer comparison that Standard 7.3.a calls for.

A student in a lab coat pointing to data displayed on a computer screen

How to Frame Exam Results in the Self-Study

The difference between exam data that satisfies evaluators and data that invites follow-up questions is framing. Four moves do most of the work:

1. Tie the exam to your outcomes, not just to “student success.” The PEBC Qualifying Examination blueprint and the NAPLEX competency statements both describe what the exams assess. Map those content areas back to the AFPC Educational Outcomes (which CCAPP Criterion 1.1 expects programs to align to, alongside the NAPRA competencies [1]) or the ACPE outcomes (2.1.a–n) [2] that your program has adopted. If your course-to-outcome map is already built — see how to map courses to the AFPC Educational Outcomes and ACPE Standards — the exam mapping extends it one step: courses → outcomes → the external exam that tests them.

2. Show the trend, not a single year. One cohort’s pass rate is a data point; several cohorts’ is a story. Report by exam part (for PEBC) and by first-time versus repeat attempts where you can track it. A stable or improving line across the self-study window is the most reassuring thing an evaluator can see.

3. Explain every dip before the evaluator finds it. If a cohort came in below your trend, say what happened and what you did: a curriculum change, a smaller cohort, a shift in student mix, a remediation process that worked. An unexplained dip reads as a gap; an explained dip with a corrective action reads as a functioning improvement loop — which is what the assessment plan is supposed to demonstrate.

4. Separate your data from the board’s. PEBC and NABP publish aggregate data; your program reports its own graduates’ outcomes. Keep the two clearly distinguished in the file, with sources labelled. Conflating them — or quietly substituting a national figure for your own cohort’s — is the one error that turns strong evidence into a credibility problem.

Graduate Surveys: The Other Half of the Picture

Exam results tell you what graduates can do at the bar. They do not tell you how graduates experienced being prepared, whether they felt ready for practice, or where they found the program fell short. That is what surveys are for — and ACPE makes them a required part of the assessment plan: Standard 7.2.d requires data from AACP standardized surveys of graduating students, faculty, and preceptors [2]. CCAPP does not prescribe a standardized instrument, but for Criteria 3.1 and 3.2 it lists feedback from graduating students (and preceptors or employers) on how well the curriculum developed core knowledge and practice skills as an example of evidence that might be considered [1].

Three questions earn their place in a graduate survey for accreditation purposes:

Self-assessed readiness against entry-to-practice competencies. Anchor the items to the same frameworks your outcomes are built on — the AFPC Educational Outcomes and NAPRA competencies in Canada, the AACP-derived outcomes in the U.S. — so the survey measures the same constructs the exam does.
Perceived preparation for the licensure exam itself. Graduates who felt underprepared for the PEBC QE or NAPLEX are reporting a curriculum-alignment signal, even if they passed.
Confidence in the patient care process at entry to practice — the collect, assess, plan, implement, follow up, evaluate, collaborate, document, communicate cycle that CCAPP’s Criterion 1.2 names explicitly [1].

The real value comes from triangulation. Survey says “ready” and pass rates are high: a clean story. Survey says “ready” but first-time pass rates trail the national figure: investigate alignment between what you teach and what the exam tests. Survey says “not ready” but pass rates are high: recalibrate the survey or the support you give students before the exam. Each combination points to a different corrective action — and that is exactly the closed loop evaluators want to see.

A Doctor of Pharmacy graduate in a red stole holding a bouquet of flowers

Five Ways Programs Underuse This Evidence

Reporting a score instead of an outcome. Boards release pass/fail, not scores. Report cohort pass rates by exam part and attempt type.
A single year with no trend. One number proves nothing about the program; a line across the cycle does.
No link to outcomes. If the exam data sits in a “student success” appendix with no connection to CCAPP Criterion 1.2 or ACPE Standard 7, it is decoration, not evidence.
Conflating board aggregates with program data. Keep national benchmarks and your own graduates’ results clearly separate, each with its source.
Leaving anomalies unexplained. Evaluators will find the dip. A documented explanation plus the action you took converts a weakness into a demonstration of continuous improvement.

Keep the Evidence Connected

Done well, the exam-results section of a self-study reads like a map: each cohort’s data points to its source, the outcomes it evidences, the standard criterion it satisfies, and the actions that followed any weakness. That connection is what MapOutcomes is built for — one connected map of your program’s outcomes, courses, and evidence, with gap detection against the standards and exports that turn the evidence package into a single action. If you’d like to see it against your own standards, the fastest way to start is a short demo — no implementation required.

References

Canadian Council for Accreditation of Pharmacy Programs, "Accreditation Standards for Canadian Educational Programs Leading to the Doctor of Pharmacy (Pharm.D.) Degree," CCAPP, 2023 Revised. [Online]. Available: https://ccapp.ca/wp-content/uploads/2025/07/April10-2025_CCAPP-PharmD-Standards_ENG.pdf
Accreditation Council for Pharmacy Education, "Accreditation Standards and Key Elements for the Professional Program in Pharmacy Leading to the Doctor of Pharmacy Degree (Standards 2025)," ACPE, updated June 2025. [Online]. Available: https://www.acpe-accredit.org/wp-content/uploads/ACPEStandards2025.pdf
Pharmacy Examining Board of Canada, "Pharmacist Qualifying Examination - Part I (MCQ)," PEBC. [Online]. Available: https://pebc.ca/pharmacists/qualifying-examination/preparing-for-the-examination/part-i/
Pharmacy Examining Board of Canada, "Preparing for the Pharmacist Qualifying Examination - Part II (OSCE)," PEBC. [Online]. Available: https://pebc.ca/pharmacists/qualifying-examination/preparing-for-the-examination/part-i-2/
Pharmacy Examining Board of Canada, "Examination Scoring and Results," PEBC. [Online]. Available: https://pebc.ca/pharmacists/qualifying-examination/examination-scoring-and-results/
Canadian Council for Accreditation of Pharmacy Programs, "About CCAPP," CCAPP. [Online]. Available: https://ccapp.ca/about-ccapp/