This issue is usually caused by having the incorrect URL in the PayPal gateway URL setting. Make sure the URL contains https:// rather than http://. The URL should be https://www.paypal.com/cgi-bin/webscr.
When checking out with PayPal, it goes to PayPal login or PayPal website instead of the checkout screen.
Written by Jason Bullington