What common mistake is identified in the forum thread that was causing the WHERE function to not work properly?

The common mistake identified in the forum thread causing the WHERE function to not work properly was the incorrect use of single quotes around the column name in the WHERE clause. To solve this issue, the column name should be enclosed in backticks (`) instead of single quotes.

$query = "SELECT * FROM table_name WHERE `column_name` = :value";