12.4 Question Stem Reading and Answer Elimination

Key Takeaways

  • CFA Level I items use a stem and three answer choices, with one best answer supported by the facts.
  • Qualifiers such as most likely, least likely, most appropriate, and best described control the task.
  • Answer elimination should remove choices that fail the stem, violate a rule, or have the wrong direction.
  • Good item reading separates the tested concept from distracting detail before calculation begins.
Last updated: May 2026

Question Stem Reading and Answer Elimination

Level I uses multiple-choice items with a stem and three answer choices. Items are designed to have one supported answer. They commonly use qualifiers such as most likely, least likely, best described, most appropriate, most accurate, least appropriate, and least accurate. Those words decide the job.

Read the last sentence first when the stem is long. Identify the requested output before absorbing every detail. If the item asks for the most appropriate action, you are in judgment mode. If it asks for the value closest to an amount, you are in calculation mode. If it asks for best described, you are in concept classification mode.

Then read the full stem for facts that change the answer. In ethics, one word can shift duties, consent, disclosure, independence, or priority of transactions. In FSA, the accounting treatment, standard, or period can matter. In fixed income, coupon frequency, embedded options, and yield basis can change the setup.

Mark the qualifier mentally. Most likely asks for the answer best supported by the facts. Least likely asks for the statement or result that fits worst. Most appropriate often asks for conduct or a decision that satisfies the standard and the client objective. Closest to means rounding and approximations may be acceptable.

Elimination is a positive skill, not a desperation move. Remove choices that answer a different question, conflict with a known relationship, reverse the direction, use the wrong time period, or violate a standard. In a three-choice item, eliminating one weak choice raises the value of careful comparison.

Use direction before precision. If required return rises, a present value falls. If yield rises, a plain bond price falls. If correlation falls, diversification benefit rises. If depreciation expense rises, pretax income falls, all else equal. Direction checks often expose a trap choice before full calculation.

Stem signalCandidate actionTrap to avoid
Most likelyChoose best-supported resultOverreading facts
Least likelyFind the weakest fitChoosing a correct statement
Closest toCalculate and roundOverprecision
Most appropriateApply rule and objectiveChoosing merely permissible action
Best describedClassify the conceptUsing a nearby term
Initial or currentFix the time pointMixing before and after values

When numbers appear, decide whether all are needed. Item writers can include extra facts that are realistic but irrelevant. A dividend discount model may give book value even though the formula uses expected dividend, required return, and growth. A liquidity ratio item may give market price that has no role.

For qualitative choices, test each choice against the stem. A choice can be factually correct in general and still fail the item. If the stem asks about the effect of a rate increase on a fixed-rate bond, a correct statement about credit spreads may be irrelevant. Relevance is part of correctness.

In ethics, avoid choosing the answer that sounds severe simply because it is strict. The right response is the one required by the Code and Standards under the facts. Disclosure, consent, fair dealing, loyalty, reasonable basis, and independence must be matched to the actual conduct.

If two choices remain, compare them with the qualifier. Most accurate rewards precision. Most appropriate rewards the best action, not just a true observation. Least appropriate identifies the poorest action among the set. Re-read the final sentence before selecting, especially when the item feels easy.

Timed reading improves with drills. For each missed item, write the control word, the tested concept, the decisive fact, and why each wrong choice failed. Over time, you will see repeated traps: wrong denominator, wrong sign, wrong period, reversed cause, irrelevant fact, and answer to a different question.

Test Your Knowledge

A Level I item asks for the least likely result of a yield increase on a plain fixed-rate bond. The best first action is to:

A
B
C
Test Your Knowledge

An ethics item asks for the most appropriate action after an analyst discovers a conflict of interest. The controlling task is most likely to:

A
B
C
Test Your Knowledge

A calculation item includes beginning inventory, ending inventory, cost of goods sold, market price, and shares outstanding. If the question asks for inventory turnover, the most likely irrelevant inputs are:

A
B
C