I disagree. If I get mugged on the street, the money falls out of my pocket, or I get incorrect change (in the merchants favor) and don't notice, I, as the consumer, am out that money.
If I get mugged and a credit card is stolen, I drop it and it is used, or the merchant charges the incorrect amount-- I call my bank, and I am not liable for any of things (as long as I let the bank know within a reasonable amount of time). I get my money back.
....and using a credit card usually offers additional protections as well (extended warranty, theft protection, etc) and has rewards.
Apple Pay, Google Wallet, and similar things add benefits to the bank by lowering their exposure to fraud, and I think it's slightly more convenient to use my phone to pay vs the plastic card enclosed in my wallet. Lowered fraud costs could ultimately lead to lowered exchange fees, interest, or increased rewards.