The further south a slave lived the easier it was to escape?

Escaping slavery was difficult regardless of location, as it required overcoming physical, legal, and social barriers such as surveillance, identification papers, and harsh consequences for attempted escapes. Some geographical factors, like proximity to free states or networks of support, could potentially make escaping slightly easier in certain areas, but it was a risky and challenging undertaking regardless of location.