What’s a percentile? – The Hindu

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On June 14, the outcomes of the NEET-UG, India’s best medical entrance examination, had been declared. Amongst over 22 lakh candidates, Mahesh Kumar, a pupil from Rajasthan, stood out with a rating of 686 out of 720. But, his percentile was reported not as 100 however as 99.9999547. This quantity could seem puzzling. Why is the nationwide topper within the nation not awarded a a hundredth percentile? What does percentile imply anyway? As lakhs of scholars await their ranks and counselling, it turns into vital to decode the arithmetic behind this misunderstood metric.
Share vs percentile
A proportion is an easy measure of how a lot a pupil scores out of the entire doable marks. For instance, Mahesh’s 686 out of 720 interprets to roughly 95.27%. Primarily based on the questions answered, it’s an absolute measure, displaying how a lot a pupil knew. A percentile, alternatively, is a relative measure. It tells us how a pupil carried out in comparison with others. A 99 percentile means the coed did higher than 99% of the test-takers. It doesn’t say how a lot the coed scored, however the place they stand within the crowd. This distinction turns into essential in exams the place lakhs of candidates take part. In aggressive exams, particularly these with an enormous variety of candidates, a small distinction in marks can translate into hundreds of ranks. The usage of percentiles helps standardise the analysis. A mark of 640 may land in the next percentile one yr and a decrease percentile the subsequent yr just because the general efficiency of the cohort adjustments. Percentiles assist admission authorities examine college students by relative efficiency.
How percentiles are calculated
The fundamental system used to calculate percentile is: Percentile = {Variety of candidates scoring lower than you} divided by {Complete variety of candidates}*100.
That is why even the highest ranker doesn’t get a 100 percentile. For Mahesh, the variety of candidates scoring lower than him is 22,09,317 out of twenty-two,09,318 (together with himself). When multiplied by 100, that fraction offers a price that could be very marginally beneath 100. This explains the seven-decimal-place end result: 99.9999547. It additionally signifies that the 100 percentile is mathematically inconceivable underneath this system. You may get very shut, however by no means precisely 100.
Apparently, whereas a 100 percentile is inconceivable, a zero percentile is theoretically allowed. The bottom scorer, who performs worse than everybody else, can have zero candidates beneath them. This provides: Percentile= {0} divided by {Complete candidates}* 100 = 0
Nonetheless, such a percentile is never displayed in public portals. Programs usually present a minimal worth or spherical it as much as a small optimistic quantity.
One fascinating implication of the percentile system is that it reveals the dimensions of competitors. If a pupil’s percentile is 92.8571428, the variety of digits after the decimal (on this case, seven) can trace on the whole variety of test-takers. It’s because: Complete variety of candidates (roughly) = {1}divided by [{1 – ({Percentile}/{100}].
A excessive diploma of decimal precision is used to distinguish between college students who’re extraordinarily shut in efficiency. For instance, a distinction of 0.00001 in percentile might separate hundreds of candidates in a big examination like NEET.
The world over, many exams undertake percentile scoring methods. The GMAT, used for MBA admissions, studies uncooked scores and percentiles. The SAT and GRE additionally use scaled scores derived from statistical normalisation, usually transformed to percentiles for simpler interpretation. Even in international locations like South Korea and China, high-stakes nationwide exams incorporate relative grading methods to separate high scorers pretty and persistently.
Implications and readability
The widespread use of percentiles recognises how a lot a pupil is aware of and the way properly they’ve carried out in opposition to others. In tightly packed rating ranges —particularly on the high — even a half mark can create a major shift in ranks. Percentiles, with their precision, reveal that shift clearly. For folks and college students, understanding this method can forestall pointless confusion. A rating of 95% could also be within the 98th percentile, and 85% could also be within the seventieth percentile, relying upon the clustering of candidates. Percentiles, although summary, paint essentially the most correct image of the place you stand, not simply what you scored.
In a rustic the place aspirations usually run larger than obtainable seats, one’s percentile exhibits the narrative of competitors, effort, and efficiency relative to lakhs of others. It presents a clearer understanding that victory lies not in perfection in aggressive exams however in being forward of the remainder.
Dr. C. Aravinda is a tutorial and public well being doctor.
Printed – June 25, 2025 08:30 am IST