Table 4 Link between hypothesis and variables.

From: The impact of automation and optimization on customer experience: a consumer perspective

H1: Digitization of the organization has a direct impact on consumer satisfaction during the purchasing process.

A1–A8; B1–B9

H2: Automation could be considered strategic for business activity.

A9–A15; B9–B15

H3: Automation of repetitive tasks could enable employees more time for customer interaction.

A9–A15; B9–B15

H4: Automation of tasks in the purchasing process could improve service quality through faster response time (reduced processing time).

B1–B15

H5: RPA technology could improve consumer experience through automation of self-service management.

B1–B15