Feeling threatened by robots? The role of service failure on consumers' service evaluations

Across four studies, we show that consumers respond more positively to service failure involving robots than automatic machines. We show that this effect is driven by attributions of agency and reduced threat to human distinctiveness perceived when robots make mistakes (service failure) than when they work as expected (service success).