Abstract
| Original language | English |
|---|---|
| Title of host publication | Proceedings of the Sixth International Workshop on Behavior Change Support Systems |
| Subtitle of host publication | Co-located with the 13th International Conference on Persuasive Technology (PERSUASIVE 2018) |
| Editors | Floor Sieverink, Randy Klaassen, Robby van Delden, Jobke Wenzel, Lisette van Gemert-Pijnen, Dirk Heylen, Harri Oinas-Kukkonen |
| Publisher | CEUR |
| Pages | 60-75 |
| Number of pages | 16 |
| Publication status | Published - May 2018 |
Publication series
| Name | CEUR Workshop Proceedings |
|---|---|
| Volume | 2102 |
| ISSN (Print) | 1613-0073 |
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Keywords
- Heart Failure
- Telemonitoring
- Persuasive Technology
- Self-management
Cite this
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Towards Data-Driven Persuasive Coaching in a Heart Failure Telemonitoring Technology. / Cruz Martinez, Roberto ; Sieverink, Floor ; Wesselink, Robin; van Gemert-Pijnen, Julia E.W.C.
Proceedings of the Sixth International Workshop on Behavior Change Support Systems: Co-located with the 13th International Conference on Persuasive Technology (PERSUASIVE 2018). ed. / Floor Sieverink; Randy Klaassen; Robby van Delden; Jobke Wenzel; Lisette van Gemert-Pijnen; Dirk Heylen; Harri Oinas-Kukkonen. CEUR, 2018. p. 60-75 (CEUR Workshop Proceedings; Vol. 2102).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review
TY - GEN
T1 - Towards Data-Driven Persuasive Coaching in a Heart Failure Telemonitoring Technology
AU - Cruz Martinez, Roberto
AU - Sieverink, Floor
AU - Wesselink, Robin
AU - van Gemert-Pijnen, Julia E.W.C.
PY - 2018/5
Y1 - 2018/5
N2 - Heart failure is a common disorder associated with high morbidity and mortality. Early diagnosis and treatment of exacerbations can lower the amount of (re-)hospitalizations. Patients can be supported to self-manage their disease by integrating persuasive coaching in a telemonitoring technology. The Twente TEACH Consortium is a multidisciplinary partnership, under which the iMediSense telemonitoring technology was developed. A mixed-methods approach was used to evaluate and improve the behavioral support of this platform. Methods included log data analysis, stakeholder interviews, usability tests, and a scoping literature review. Results showed that iMediSense is easy to use, achieving high adherence in a sixty days pilot study. A conceptual behavior change module grounded in goal setting theory was developed to provide persuasive coaching. We discuss the potential of our method, the implications of our findings , and present our ideas for further research to advance knowledge of a data-driven persuasive coaching approach to support behavior change.
AB - Heart failure is a common disorder associated with high morbidity and mortality. Early diagnosis and treatment of exacerbations can lower the amount of (re-)hospitalizations. Patients can be supported to self-manage their disease by integrating persuasive coaching in a telemonitoring technology. The Twente TEACH Consortium is a multidisciplinary partnership, under which the iMediSense telemonitoring technology was developed. A mixed-methods approach was used to evaluate and improve the behavioral support of this platform. Methods included log data analysis, stakeholder interviews, usability tests, and a scoping literature review. Results showed that iMediSense is easy to use, achieving high adherence in a sixty days pilot study. A conceptual behavior change module grounded in goal setting theory was developed to provide persuasive coaching. We discuss the potential of our method, the implications of our findings , and present our ideas for further research to advance knowledge of a data-driven persuasive coaching approach to support behavior change.
KW - Heart Failure
KW - Telemonitoring
KW - Persuasive Technology
KW - Self-management
M3 - Conference contribution
T3 - CEUR Workshop Proceedings
SP - 60
EP - 75
BT - Proceedings of the Sixth International Workshop on Behavior Change Support Systems
A2 - Sieverink, Floor
A2 - Klaassen, Randy
A2 - van Delden, Robby
A2 - Wenzel, Jobke
A2 - van Gemert-Pijnen, Lisette
A2 - Heylen, Dirk
A2 - Oinas-Kukkonen, Harri
PB - CEUR
ER -