Data underlying the publication: Virtual Coaching for Smoking Cessation: What are Users Preference in Ethical Principles for Human Feedback Allocation

doi:10.4121/b5f66b7d-e10e-4dec-9a40-49b73e63b1b5.v2
The doi above is for this specific version of this dataset, which is currently the latest. Newer versions may be published in the future. For a link that will always point to the latest version, please use
doi: 10.4121/b5f66b7d-e10e-4dec-9a40-49b73e63b1b5
Datacite citation style:
Labunskis, Glebs; Albers, Nele; Brinkman, Willem-Paul (2024): Data underlying the publication: Virtual Coaching for Smoking Cessation: What are Users Preference in Ethical Principles for Human Feedback Allocation. Version 2. 4TU.ResearchData. dataset. https://doi.org/10.4121/b5f66b7d-e10e-4dec-9a40-49b73e63b1b5.v2
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Dataset
choose version:
version 2 - 2024-06-28 (latest)
version 1 - 2024-06-20

This is the analysis code underlying the paper "Virtual Coaching for Smoking Cessation: What are Users Preference in Ethical Principles for Human Feedback Allocation" by Glebs Labunskis, Nele Albers, and Willem-Paul Brinkman. In this paper, we conduct a mixed-methods analysis of people's preferences of ethical principles that a virtual assistant for smoking cessation should follow for deciding how to allocate human feedback.

Data:

Our analysis is based on the data collected in an online experiment in which more than 500 daily smokers interacted with the text-based virtual coach (i.e., a conversational agent) in up to 5 sessions. In each session, the virtual assistant proposed a new preparatory activity for quitting smoking or becoming more physically active, with the latter possibly aiding the former. After the 5 sessions, participants filled in a post-questionnaire in which they answered a set of questions. Our paper focuses on people's free-text responses to the question "When a human coach cannot give feedback to everybody after each session due to time constraints, which principles/rules do you think the virtual coach should follow to decide when a human coach should give feedback to people who are preparing to quit smoking?". The complete dataset can be found here: https://doi.org/10.17605/OSF.IO/78CNR.

history
  • 2024-06-20 first online
  • 2024-06-28 published, posted
publisher
4TU.ResearchData
format
image/png, code/py, table/csv, table/xlsx, readme/md
funding
  • This work is part of the multidisciplinary research project Perfect Fit, which is supported by several funders organized by the Netherlands Organization for Scientific Research (NWO), program Commit2Data - Big Data & Health (project number 628.011.211). Besides NWO, the funders include the Netherlands Organisation for Health Research and Development (ZonMw), Hartstichting, the Ministry of Health, Welfare and Sport (VWS), Health Holland, and the Netherlands eScience Center.
organizations
TU Delft, Faculty of Electrical Engineering, Mathematics and Computer Science, Department of Intelligent Systems, Interactive Intelligence

DATA

files (1)