Seeing this typical question about parts of speech, with its typically confident assertions in reply that X is this part of speech, or that part of speech, reminds me that such questions have no good answers in English, and even if answered confidently, such assertions carry no information beyond the certainty of the asserter.
In English, pretty much any word can be used for any part of speech, and we have not yet been vouchsafed a vision of the true, the blushful, the Real Parts of Speech for English. Though it is fun to argue about them, like dragons and unicorns and DPs and other mythical beasts. Worth is a really good example of where the POS system falls down.
I published a paper many years ago about the meanings and uses of the English words value, worth, price, and cost, which all stem from the same set of contexts. What it says on p.391 about the grammatical category of worth is:
"the categorial status of worth is a matter of some dispute. It has variously been claimed to be a preposition and an adjective (cf Maling 1983 and McCawley 1985). If it is a preposition, then it must have a homophonous derived noun, since phrases like the worth of the book are common enough. On the other hand, if it is an adjective, then it must be transitive, since it has a complement; this is surely unusual -- or even impossible, according to some theories of grammatical categories. I will have nothing to say about the categorial status of worth here, since the matter is irrelevant to its meaning; let it stand that no matter what category worth may belong to, it is an atypical example of the category."
- Heny, Frank; and Richards, Barry (eds). 1983. Linguistic Categories: Auxiliaries and related puzzles (2 Vols). Dordrech: Reidel.
- Maling, Joan. 1983. "Transitive adjectives: A case of categorial reanalysis." In Heny and Richards 1983.
- McCawley, James D. 1985. Review article on Heny and Richards (eds) 1983. In Language, vol 61, pp 849-62.