A questionnaire instrument, consisting of six parts, was designed from a literature review and in combination with appropriate contexts for mobile app guide services (see Appendix for the items used). A5-point Likert-type scale was used on each question with anchors that ranged from 1 (strongly disagree) to 5 (strongly agree).