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...for what may lead to a life altering association!
Comparing percentages or proportions with numbers on GMAT CR confuses relative change with counts. Example: Class A attendance rose 50% (10 to 15), Class B rose 20% (100 to 120). Claiming A improved more ignores base size: small bases inflate percentages; B added more students.
On GMAT CR, don’t judge numbers in isolation. Numerical claims on GMAT Critical Reasoning require context: percentages need their bases, absolutes need scale. A big percent on a tiny base may still be weak; lower growth can outscore in totals. Always compare like with like, check missing baselines/populations, and avoid unsupported conversions, claims. This overview introduces a consistent lens for judging such statements, highlighting how to align measures, verify baselines and populations, and avoid converting rates into totals (or vice versa) without support. The video outlines a checklist you can apply across strengthen, weaken, evaluate, and explanation tasks, reinforcing evidence-led habits cultivated in GMAT prep and the quantitative reasoning valued in MBA admissions. Read first, then test claims carefully.

Among the many reasoning errors tested on the GMAT, one that appears deceptively simple yet highly dangerous is the confusion between percentages/proportions and absolute numbers. This fallacy occurs when percentages or proportions are interpreted without considering the actual baseline values, leading to conclusions that are either exaggerated or misleading.

Consider the following…
Jack improved his score by 200 percent. Thus, he performed well.
At first glance, the 200 percent figure appears impressive. Yet, imagine that Jack initially scored 1 out of 100. A 200 percent increase would raise his score to just 3 out of 100, which is far from good performance. This example highlights how percentages can distort perception when detached from absolute numbers.
Consider the following…
Albaro and Caavi are neighboring countries. Albaro’s gross national product (GNP) is 5% less than Caavi’s. As per international fiscal observers, Albaro’s GNP is likely to grow by 12% in the next fiscal whereas Caavi’s GNP is likely to grow by only 4%.
Question: If the statements above are all true, which of the following can properly be inferred on the basis of them?
Incorrect inference: By the end of the next fiscal, the per capita income of Albaro’s citizens is likely to be higher than that of Caavi’s.
Correct inference: By the end of the next fiscal, the GNP of Albaro is likely to be higher than that of Caavi.
Step 1: Read the question stem to determine precisely what is required.
Step 2: Examine the reasoning carefully; sketch a Mind map and uncover the missing link.
Step 3: Articulate your broad expectation from the correct answer choice.
Step 4: Eliminate four alternatives; the one remaining is your answer.
Verify once more before you confirm.

The GMAT evaluates not only your ability to compute but also your ability to reason critically. Test-takers must remember that numbers alone do not carry meaning unless their context is fully understood. Growth percentages, ratios, or proportions must always be balanced against baselines and absolutes before drawing conclusions.
This discussion center on avoiding the trap of comparing percentages with absolute numbers without context. A large percentage on a small base may still be weaker than a modest percentage on a large base, and totals cannot be equated to growth rates. Always check the baselines, populations, and measures involved before accepting a conclusion. Practicing through GMAT-style simulation builds the habit of analyzing numbers critically, ensuring clarity and precision in reasoning under exam pressure.
True reasoning is not about being swayed by numbers but about understanding their context and meaning. On the GMAT, life, and MBA applications, the ability to see beyond percentages and totals reflects the discipline of deeper analysis. Success often lies not in the most dazzling figure but in the clarity with which one interprets it. Practicing with GMAT mock tests develops this habit of questioning, comparing, and contextualizing. In academics, careers, and decision-making, this mindset ensures choices grounded in substance rather than appearances, guiding one toward lasting growth and balanced judgment.