One page sites

[Halfdeck]

If pages that are being linked to in the example quoted are to suffer because of "bad neighborhood"

I should've been clearer. They won't suffer just because a competitor is aggressively linking to their sites.

In this case, I'm assuming that the sites linked to in the footer are reciprocating somehow. Reciprocation associates you with the link spam network and that association can hurt you.