How can PHP developers ensure that the data type of a variable is correctly validated before executing SQL queries?

PHP developers can ensure that the data type of a variable is correctly validated before executing SQL queries by using PHP's built-in functions like `is_int()`, `is_string()`, `is_float()`, etc., to check the data type of the variable before constructing the SQL query. This helps prevent SQL injection attacks and ensures that the query is executed with the correct data type.

// Example code snippet to validate data type before executing SQL query
$user_id = $_POST['user_id'];

if (is_int($user_id)) {
    // Construct and execute SQL query
    $query = "SELECT * FROM users WHERE id = $user_id";
    // Execute the query
} else {
    // Handle the error or show an appropriate message
    echo "Invalid user ID";
}