How Pre-Med Community researches, writes, reviews, and updates admissions guidance
Medical school admissions advice is easy to produce and surprisingly hard to produce well.
Requirements change. Schools change interview formats. Application services update policies. Statistics get repeated long after the underlying data has changed. Advice that worked for one applicant can be presented online as though it were a universal rule.
Pre-Med Community exists to make the process clearer without pretending it is simpler or more predictable than it really is.
Our goal is straightforward: give pre-med students useful guidance that is accurate, transparent about its limits, grounded in credible sources, and informed by real experience.
This page explains how we do that.
Who Creates Our Content
Pre-Med Community is led by Wil Caruso, MD.
PMC content draws from several distinct kinds of knowledge: formal medical education and training, admissions and interviewing experience, work advising applicants, independent research, published literature, official admissions resources, and publicly available information from medical schools.
Those sources are not treated as interchangeable.
A published AAMC policy is different from one person’s observation. A peer-reviewed study is different from a pattern seen while coaching applicants. A medical school’s current admissions page is more authoritative about that school’s requirements than a third-party blog post.
Where that distinction matters, we try to make it clear.
Our Source Hierarchy
When a factual claim can be checked against an authoritative source, we prefer the strongest available source.
For medical school admissions topics, that generally means starting with:
- Official application and admissions organizations, including AAMC, AMCAS, AACOMAS and other relevant primary sources.
- Individual medical schools and universities, particularly for school-specific requirements, deadlines, curricula and interview information.
- Government agencies and original datasets when discussing education, healthcare or demographic data.
- Peer-reviewed research when discussing interview reliability, admissions methods, educational outcomes or related evidence.
- Established professional organizations and academic institutions where they are the appropriate authority.
- High-quality secondary sources when primary information is unavailable or when a secondary source provides useful interpretation.
Third-party admissions websites, forums, Reddit discussions, social media and anecdotal reports can sometimes help identify questions worth investigating. We do not treat them as equivalent to primary evidence.
When the official source and internet consensus disagree, the official source wins.
Current Information Matters
Admissions information has a shelf life.
A school may change its prerequisites, testing requirements, interview format or application policies from one cycle to the next. For information that can change materially, we try to verify the current cycle rather than simply repeating what was true previously.
Where appropriate, articles include a published or updated date. Significant changes to admissions policies should be reflected in the underlying resource rather than hidden behind an unchanged page.
Students should still verify school-specific requirements directly with the school before making consequential application decisions.
Experience Is Evidence, But It Has Limits
Some of the most useful admissions guidance cannot be reduced to a spreadsheet.
How an answer sounds in an interview, why one personal statement feels specific while another feels generic, or what makes an applicant’s explanation credible can involve professional judgment.
We use experience where experience is genuinely useful. We also label it appropriately.
An observation from advising applicants is not presented as a national admissions statistic. A lesson from interviewing candidates is not presented as the universal scoring rubric used by every medical school.
Whenever possible, PMC separates three things:
What the evidence shows.
Research, official policies, published data and primary-source information.
What experience suggests.
Patterns observed through admissions, interviewing, mentoring, medical education or applicant advising.
What remains uncertain.
Areas where schools differ, evidence is incomplete, or no reliable national data exists.
We believe that distinction makes advice more useful, not less confident.
Independent Development
Pre-Med Community is independently operated.
Our original guides, courses, educational frameworks, tools, practice materials, articles and other resources are developed through independent authorship, professional and educational experience, independent research and publicly available information.
PMC does not claim ownership over general admissions concepts, public information, third-party research or material that lawfully belongs to someone else.
At the same time, our original writing, examples, instructional organization, graphics, exercises, tools, question and scenario formulations, selection and arrangement of materials, and other original expression are part of PMC’s own body of work unless otherwise attributed.
We do not intentionally incorporate confidential business information, proprietary third-party training materials, private admissions deliberations, client-identifying information or other protected material belonging to current or former employers, institutions, clients or consulting organizations.
Applicant Confidentiality
Students should be able to ask for help without wondering whether their application will later become content.
We do not publish identifiable applicant materials or private applicant information simply because someone has worked with PMC.
When educational materials use applicant-style examples, scenarios or stories, they may be:
- hypothetical;
- independently created;
- based on publicly available information;
- generalized from common patterns;
- or combined and altered so they do not identify a particular individual.
If a real person’s identifiable story, testimonial, application excerpt or outcome is used, appropriate permission should be obtained.
We Do Not Sell “Admissions Secrets”
PMC does not claim access to hidden admissions formulas or the ability to influence an admissions committee.
Medical schools make their own decisions.
Our job is to help applicants understand the process, evaluate their own candidacy realistically, communicate their experiences clearly and prepare thoughtfully for decisions they can actually control.
That means we would rather say “we don’t know” than manufacture certainty where none exists.
It also means distinguishing useful preparation from pretending admissions can be gamed through secret wording, guaranteed formulas or insider access.
How We Handle Interview Guidance
Interview preparation is one area where PMC combines research with experience.
Published evidence can tell us why structured interviews exist, how reliability changes across multiple stations, and what competencies interview formats are designed to assess.
Experience can help explain how those ideas show up in an actual conversation: whether an answer feels rehearsed, whether an applicant listens, whether reasoning is clear, whether confidence turns into arrogance, or whether someone can recover after an imperfect response.
PMC interview materials are designed to develop transferable skills rather than provide confidential questions from specific medical schools.
Practice questions and stations should be treated as preparation tools, not as reproductions of a particular school’s private interview.
How We Handle Admissions Data and Calculators
Numbers can create a false sense of precision.
When PMC uses admissions data in calculators, school-selection resources or articles, we aim to identify the underlying data source and explain what the number can and cannot tell you.
A GPA and MCAT score can help place an applicant in context. They cannot model the entire admissions decision.
Application quality, school mission, state residency, experiences, writing, letters, interview performance, institutional priorities and the applicant pool all matter.
For that reason, calculator outputs and statistical estimates are educational tools rather than predictions or guarantees.
Where a methodology is important to interpreting a tool, we aim to provide a methodology explanation rather than presenting the output as a black box.
Corrections
We want errors corrected, not defended.
If we identify a material factual error, outdated requirement, broken source or misleading explanation, we may revise the content and update the page accordingly.
Readers who believe something is inaccurate can contact us at contact@premedcommunity.com
Helpful correction requests include the page in question, the statement believed to be inaccurate and, when possible, a primary source supporting the correction.
Conflicts of Interest and Commercial Relationships
PMC is a business.
Some resources are free. Others are paid. We may offer courses, consulting, memberships or other educational products.
The fact that PMC sells educational services should not determine the factual conclusions of our editorial content.
Where an article contains a material affiliate relationship, sponsorship or other commercial relationship that could reasonably affect how a reader interprets a recommendation, we aim to disclose it.
We do not accept payment from a medical school in exchange for secretly improving that school’s treatment in editorial content.
AI and Editorial Responsibility
Artificial intelligence tools may be used as part of research organization, editing, brainstorming, workflow automation or quality-control processes.
They are not treated as authoritative sources.
Factual claims that matter should be checked against appropriate sources, and published content remains the responsibility of PMC.
We do not intentionally provide confidential applicant information or protected third-party materials to public AI systems in a manner that would violate privacy, contractual or confidentiality obligations.
Most importantly, we do not believe that sounding polished is the same thing as being correct.
Human judgment remains part of the editorial process.
Medical and Professional Boundaries
PMC discusses medical education and the path to becoming a physician, but general content on this site is not personal medical care, legal advice or financial advice.
Admissions guidance is also inherently limited by the information available and by the independent decision-making of individual schools.
Students remain responsible for verifying requirements and making their own educational and career decisions.
Our Standard
Before publishing something consequential, we try to ask:
Is this accurate?
Can the factual claim be supported?
Is the source strong enough?
Are we relying on the organization that actually controls the policy where possible?
Is it current?
Could this have changed since the previous admissions cycle?
Are we separating evidence from experience?
Would a reader understand which is which?
Are we overstating certainty?
Does the evidence justify the confidence of the language?
Does this protect applicant privacy and third-party rights?
Would we be comfortable showing the reader exactly how we reached this conclusion?
If the answer to one of those questions is no, the content is not finished.
Questions About Our Methodology
Questions about PMC’s research methods, editorial standards, corrections or sourcing can be sent to:
Pre-Med Community
admin@premedcommunity.com
Last reviewed: October 2026
