What is the best practice to handle "Notice: Undefined variable" errors in PHP, and how can initialization affect data integrity?

When encountering "Notice: Undefined variable" errors in PHP, it is best practice to initialize variables before using them to avoid potential issues with data integrity. By initializing variables with default values, you can prevent these errors and ensure that your code runs smoothly.

// Initializing variable to avoid "Notice: Undefined variable" error
$variable = '';

// Using the initialized variable
echo $variable;