There are a few trends we can observe about bad films.
1. Films containing popstars are usually bad (e.g. crossroads, spiceworld, gigli, glitter)
2. The sequels to films that were mediocre or ordinary are usually horrendous (e.g. Bring it on Again, Legally Blonde 2, Cruel Intentions 2...