Yes. So long as there is no wax, varnish, or sealer of any kind on the particle board, it should stick to it reasonably well. The only issue with using contact paper to get floors looking nice is that eventually tape gets old and starts coming up without residue left behind, so get ready for new flooring 6 months after installation!