That gap has mostly stayed anecdotal, something teachers describe to each other rather than measure. A 2024 study changed that, and the number it produced is worth sitting with before it becomes a department's problem to explain.
The 2024 Study That Measured the Gap Between Passing and Reasoning
A 2024 study measuring clinical reasoning skills in medical students examined 105 second-phase MBBS students at a government medical college in West Bengal, all of whom had already cleared their university exam with an average score of 58%, and none scoring below the pass mark.
The same students were then given six case-based questions instead of the usual paper: ordinary cases, like a child with anemia and unexplained bruising, or a longtime smoker with a chest shadow and weight loss. Their average score on those questions was 42.5%. Fewer than 1 in 3 crossed the halfway mark. These were students who had already passed. Passing told us they knew the material. It didn't tell us whether they could apply that knowledge to a real case.
Where This Gap Shows Up Long Before NExT Does
This gap does not show up in a theory score first. It shows up during clinical rotations, when a student has to take a history, build a differential, and decide what to do next, with a real patient in front of them. Faculty see it before any exam does.
That is the real question behind the numbers: not whether a student passed, but whether they are becoming a doctor a patient can rely on. A mark sheet confirms that theory was learned. It does not confirm that the same student can reason through a real patient, and most departments have no way to see that difference until a rotation, or a career, is already underway.
Right now, that difference lives in the informal judgment of individual faculty, rotation by rotation, student by student. Once NExT applies a single, national standard to every graduate, that difference becomes a number that will not stay inside the department, one that compares students against their peers and departments against each other.
Recall-Based Assessment Was Built for Coverage, Not for Reasoning
Competency-based medical education in India shifted the stated goal of undergraduate training toward reasoning and away from pure recall, but assessment did not automatically change with it. Most undergraduate assessment still leans heavily on objective, recall-based questions: a reasonable response to teaching hundreds of students at once, with a handful of faculty, on a fixed academic calendar, where recall-based formats are fast to write, fast to grade, and easy to keep consistent across a large batch.
What they were not built to do is distinguish between a student who reasoned their way to an answer and one who recognised it.
"Higher-order MCQs are criticized for their inability to distinguish whether a high score in an exam is due to true knowledge or random guessing."
— Associate Professor, Physiology (Khapre et al., 2020)2
That is not a flaw in any one exam or department. It is a limitation built into a format designed to do something else well.
Reasoning also develops through repeated exposure to real cases, feedback, and reflection, not through memorizing content, and most undergraduate training delivers content well ahead of consistent case exposure. A student can accumulate knowledge faster than they get structured practice turning it into a working diagnosis under uncertainty.
What Two Different Assessments Revealed About the Same Students
This is not an argument for more testing. It is an argument for a different assessment of clinical reasoning, one built to capture something recall-based questions were never designed to see.
The West Bengal study used key feature questions, a small set of scenario-based items layered alongside the usual exam. A separate study from Punjab used a script concordance test in pharmacology, built specifically to capture how a student reasons under uncertainty rather than what they can recall. Neither replaced a university paper, and both surfaced something a full semester of theory exams had not.
What helps is case-based questions that make a student work through a scenario, followed quickly by feedback on where the reasoning broke down. Done repeatedly and early in training, that builds the skill more effectively than additional lecture content on its own.
What Early Visibility Costs a Department, and What It Saves
An HOD already carrying OPD schedules, ward rounds, a faculty roster, and a stack of logbooks does not need another task added to that list, and this is not one.
A reasoning gap found mid-semester is a short conversation with a struggling student and a small change to how a topic gets taught the following week. The same gap found for the first time at the internal exam, or later, is a different kind of work: explaining it to the Dean, managing it with faculty, and doing both after the point where teaching could still have changed the outcome. Seeing it earlier does not add to what an HOD is carrying. It is what keeps a department from spending the final weeks of a semester managing a problem that had already been building for months.
An HOD carries two different stakes in this. As a teacher, the question is whether the department is producing doctors who can actually reason through a patient, not students who can clear a paper. As the person who owns the department's outcomes, the question is whether that development is visible early enough to manage, rather than something explained after the fact at a Dean's review. Seeing the gap earlier answers both at once: it protects the standard of doctors the department is producing, and it protects the time and standing of the person responsible for producing them. If you're curious where your department stands, it takes about two minutes.
The Moment a Batch's Reasoning Becomes an External Number
Internal assessments are written, administered, and graded within the department, which is precisely what makes them difficult to compare against anything outside it. A department can be confident in its own pass rates and still not know whether those rates reflect reasoning or familiarity with how that department writes its papers.
NExT is expected to change that by introducing a single, external, standardized benchmark for clinical reasoning, one that sits outside any department's own marking scheme. Once it arrives, an internal number that looked adequate for years will be measured against a national one, in view of the rest of the institution and every peer college being compared against it. For an HOD, that comparison lands on two levels: what it says about the doctors the department is producing, and what it says about the department that produced them.
That intervention window sits mid-rotation and mid-semester, not the week results are declared. It calls for a way to see clinical reasoning develop across a batch while there is still teaching time left to respond, so faculty can flag a struggling student while feedback can still change the outcome, and an HOD is not compiling a picture from scratch before a Dean's review.
If This Already Sounds Like Your Department
The departments closest to closing this gap are usually not the ones behind on documentation. They are the ones where someone at the department level asked whether the documentation was telling them anything about the batch they did not already suspect. If you are reading this, that question probably extends beyond documentation alone. It is whether your department has the visibility to know how reasoning is developing across a batch before an external exam answers that question for you.
That is the departmental question UWorld's platform was designed to help answer. UWorld has supported medical education for 25 years, and it was built to show whether clinical reasoning is developing across a batch, mid-semester, in enough detail to still act on it. The readiness assessment below takes less than 2 minutes and shows where your department currently stands.
UWorld India - Department Readiness Assessment
Is Your Department Built to See, Act, and Improve?
Your recommended pathway
Why this pathway matches your profile
Frequently Asked Questions (FAQs)
Why do medical students struggle with clinical reasoning?
Because knowing the right facts and knowing when to use them are different skills. Students may understand diseases, investigations, and treatments in isolation but still struggle to connect those pieces when a case is incomplete or does not follow a textbook pattern. Clinical reasoning improves when learners are repeatedly asked to interpret findings, compare possibilities, and decide what matters next.
What is the difference between exam performance and clinical competence?
Exam performance shows that a student retained and retrieved information on a given day. Clinical competence is the ability to apply that same information to reason through a real, unfolding case, under uncertainty, without the structure an exam question already provides. A 2024 Indian study measured exactly this gap: the same students who passed comfortably on paper averaged well below half marks when asked to reason through a case instead.
How is clinical reasoning assessed in medical students?
Clinical reasoning is best assessed using formats that require a student to work through a scenario, not just recall a fact. Key feature questions present a case and ask a student to identify and act on what actually matters in it. Script concordance tests go further, testing how a student reasons under uncertainty rather than what they already know for certain. Both are typically used alongside a standard exam rather than in place of it.
How can clinical reasoning in medical students be improved?
Clinical reasoning improves when students are asked to explain how they reached a decision, not just whether the answer was correct. Regular practice with unfamiliar cases, comparison of competing diagnoses, and specific feedback on missed clues helps students make their thinking more structured, flexible, and reliable over time.
What is NExT, and how does it affect medical colleges in India?
NExT is designed as a common examination for medical graduates, serving as a licensure examination and, under the planned framework, as an entrance and ranking mechanism for postgraduate medical education. For medical colleges, this reinforces the need to prepare students for assessments that emphasize the application of medical knowledge, clinical decision-making, and competency; not knowledge recall alone. While NExT is not currently operational, its framework signals a broader shift toward competency-based medical education and assessment.
What is the role of formative assessment in developing clinical reasoning?
Formative assessment helps faculty identify how a student is thinking while there is still time to guide improvement. Unlike a final examination, it is used during learning to reveal missed clues, weak assumptions, and errors in decision-making. This allows feedback to be more specific and helps students correct their reasoning before the same gaps affect later clinical performance.
How should clinical reasoning be taught to medical students?
Clinical reasoning is best taught by making the thinking process visible. Faculty should model how they interpret patient findings, develop a differential diagnosis, manage uncertainty, and decide on the next step. Students should then practice explaining their own reasoning and receive feedback not only on whether they reached the correct answer, but also on how they arrived at it.
References
- Mukhopadhyay, D., & Choudhari, S. G. (2024). Clinical reasoning skills among second-phase medical students in West Bengal, India: An exploratory study. Cureus, 16(9), e68839. https://www.cureus.com/articles/293758-clinical-reasoning-skills-among-second-phase-medical-students-in-west-bengal-india-an-exploratory-study#!/
- Khapre, M. P., Sabane, H., Singh, S., Katyal, R., Kapoor, A., & Badyal, D. K. (2020). Faculty's perspective on skill assessment in undergraduate medical education: Qualitative online forum study. Journal of Education and Health Promotion, 9, 20. https://www.ovid.com/jnls/jehp/fulltext/10.4103/jehp.jehp_390_19~facultys-perspective-on-skill-assessment-in-undergraduate
- Kaur, M., Singla, S., & Mahajan, R. (2020). Script concordance test in pharmacology: Maiden experience from a medical school in India. Journal of Advances in Medical Education & Professionalism, 8(3), 115–120. https://jamp.sums.ac.ir/article_46667.html
