WNBA · Statistics · 3 min read

Efficiency is a context, not a character trait

Shooting percentages describe circumstances at least as much as they describe players, and the difference matters when judging anyone.

By the SportsArena365 Editorial Desk · Published

Opinion — this is a SportsArena365 blog. It is argument and judgement, kept separate from our factual reporting.

Efficiency is a context, not a character trait
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The argument in short

  • Shot difficulty is unevenly distributed across a roster.
  • The player who takes the hard shots protects everyone else's numbers.
  • Comparing efficiency without comparing roles is close to meaningless.

Somebody has to take the bad shot

Late in a possession, with the clock expiring and a defence set, some shot has to be attempted. Whoever takes it will convert it at a poor rate, because it is a poor shot by construction. That player's efficiency absorbs a cost that keeps everyone else's clean. Rankings that ignore this are ranking roles and calling it talent.

The comparison that would be fair

A useful comparison holds the situation constant: similar shot locations, similar time remaining, similar defensive pressure. That is more work than quoting a percentage, which is precisely why the percentage keeps winning arguments it should not win.

What I still use it for

None of this makes efficiency useless. Tracked over time for the same player in the same role, it is a good signal of form and of whether a change has taken hold. It is a bad signal for cross-player judgement, and an actively misleading one for cross-team judgement. Use it as a thermometer, not a verdict.

Written by the SportsArena365 Editorial Desk. Original argument and explanation only — no scores, season statistics, transfer or injury claims, because we hold no licence for that data and will not invent it.

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