The impact of human feedback in a chatbot-based smoking cessation intervention: An empirical study into psychological, economic, and ethical factors - Data and analysis code for the PhD thesis chapter
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This repository contains the data and analysis code for the chapter "The impact of human feedback in a chatbot-based smoking cessation intervention: An empirical study into psychological, economic, and ethical factors" from the PhD thesis by Nele Albers. Study The chapter is primarily based on data collected in a study conducted on the online crowdsourcing platform Prolific. In this study, daily smokers and vapers interacted with the text-based conversational agent Kai in up to five conversational sessions between 1 February and 19 March 2024. The Human Research Ethics Committee of Delft University of Technology granted ethical approval for the research (Letter of Approval number: 3683). In each session, participants were assigned one of 37 preparatory activities for quitting smoking (e.g., envisioning their desired future self after quitting smoking/vaping, learning a breathing exercise, tracking their smoking behavior). Between each pair of sessions, participants had a 20% chance of receiving a feedback message from one of two human coaches, who were Master's students in Psychology. Out of 852 people who started the first conversational session, 500 completed all five sessions. …
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