Do loyalty programs really work?

Hello PH members, I was working on a whitepaper on the efficacy of loyalty programs for eCommerce brands. Do you think loyalty programs really work and if yes, how many online brands actually curate a loyalty program of their own? What are your thoughts on multi-branded loyalty programs or joint loyalty programs?