Study Suggests Basketball Referees Are Moderately Biased, Including 2025

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The 3-Person Officiating System consists of three different positions officials must occupy: the lead, the center, and the trail. The lead and trail position themselves on the ball side of the court which is known as the strong side.
Referees are appointed to make impartial decisions in sports competition. Yet, a wide range of biases may exist to distract referees from making correct decisions, such as biases based on race (e.g., Price and Wolfers, 2010), star status (e.g., Caudill et al., 2014), nationality (e.g., Pope and Pope, 2015), etc.
Today, each of the five positions is known by a unique name and number: point guard (PG) or 1, the shooting guard (SG) or 2, the small forward (SF) or 3, the power forward (PF) or 4, and the center (C) or 5 post position. Basketball positions with the numbers as they are known: 1Point guard.
These officials are commonly referred to as referees but each has a title based on position and responsibilities during the game: referee, head linesman (down judge in the NFL), line judge, umpire, back judge, side judge, and field judge.
The lead official (L) is normally along the baseline of the court. The trail official (T) takes up a position approximately level with the top of the three-point line. The center official (C) stands across the court near the free-throw line.
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