What are some best practices for incorporating PHP code into online experiments like Partner Matching?

Issue: When incorporating PHP code into online experiments like Partner Matching, it is important to ensure the code is secure, efficient, and easily maintainable. One best practice is to use prepared statements to prevent SQL injection attacks and sanitize user input. PHP code snippet:

// Establish database connection
$servername = "localhost";
$username = "username";
$password = "password";
$dbname = "database";

$conn = new mysqli($servername, $username, $password, $dbname);

// Check connection
if ($conn->connect_error) {
    die("Connection failed: " . $conn->connect_error);
}

// Use prepared statements to prevent SQL injection
$stmt = $conn->prepare("SELECT * FROM partners WHERE gender = ?");
$stmt->bind_param("s", $gender);

$gender = "male";
$stmt->execute();
$result = $stmt->get_result();

while ($row = $result->fetch_assoc()) {
    // Process partner matching logic here
}

$stmt->close();
$conn->close();