I think the Mandela effect explanation is fairly straightforward. Humans' memories are extremely fallible; we often don't fully pay attention; even when we do pay full attention, we fill in blanks or see what we expect to see and vice versa. Many psychological experiments have shown this to be the case (e.g. the basketball players and the gorilla).