How can PHP be optimized for generating HTML select options dynamically from database results?

When generating HTML select options dynamically from database results in PHP, it is important to optimize the code for performance and efficiency. One way to achieve this is by using prepared statements to fetch data from the database and then looping through the results to create the select options. Additionally, consider caching the results if they are static and do not change frequently to reduce database queries.

<?php
// Connect to the database
$pdo = new PDO('mysql:host=localhost;dbname=your_database', 'username', 'password');

// Prepare and execute query to fetch data from the database
$stmt = $pdo->prepare("SELECT id, name FROM your_table");
$stmt->execute();

// Generate HTML select options dynamically
echo '<select name="select_name">';
while ($row = $stmt->fetch(PDO::FETCH_ASSOC)) {
    echo '<option value="' . $row['id'] . '">' . $row['name'] . '</option>';
}
echo '</select>';
?>