Results of the hierarchical multiple regression, predicting behavioral intention among COPD patients in CWZ & ZU hospitals (2024).
| Variable | Model 1 | Model 2 | ||||||
|---|---|---|---|---|---|---|---|---|
| B | SE | β | p | B | SE | β | p | |
| Performance expectancy | 0.760** | 0.094 | 0.561 | ≤ 0.001 | 0.760** | 0.093 | 0.561 | ≤ 0.001 |
| Self-efficacy | 0.207* | 0.079 | 0.165 | 0.010 | 0.207* | 0.079 | 0.165 | 0.009 |
| Norms and values | 0.163* | 0.058 | 0.159 | 0.006 | 0.163* | 0.058 | 0.159 | 0.006 |
This regression employed a two-step hierarchical approach. The first model of the regression included the app-related factors, while the second model also included the background factors. The second (final) model explained 60.3% (R2) of the variance in intentional telemonitoring app use. VIF: range 1.013–2.281; Tolerance: range 0.438–0.979. * p < 0.05, ** p < 0.001.
The supplementary materials for this article are available at: https://www.explorationpub.com/uploads/Article/file/1011101_sup_1.pdf.
This study was registered in OSF (https://doi.org/10.17605/OSF.IO/SW6C4).
TH: Conceptualization, Data curation, Formal analysis, Investigation, Methodology, Project administration, Writing—original draft. LL: Conceptualization, Methodology, Supervision, Writing—review & editing. DD: Supervision, Writing—review & editing. PP: Resources, Data curation, Writing—review & editing. AvV: Resources, Data curation, Writing—review & editing. MdK: Resources, Data curation, Writing—review & editing. SO: Methodology, Writing—review & editing. CB: Conceptualization, Methodology, Project administration, Supervision, Writing—review & editing. All authors read and approved the submitted version.
TH, LL, DD, CB, PP, MdK, AvV and SO declare that there is no conflict of interest with respect to the research, authorship, and/or publication of this article. DD is one of the founders of Luscii Healthtech B.V. which develops and distributes the telemonitoring app Thuismeten. However, as this study focuses on the empirical factors that explain (intention to) use telemonitoring apps, DD was involved in this study as a professor at the faculty of Management Sciences at the Open Universiteit rather than as founder of LUSCII Healthtech B.V. Findings were honestly presented and were not influenced by DD’s interference.
Ethics approval was obtained on October 25th, 2023 from the Medical Ethics Committee of the Zuyderland Medical Center (METC-Z) in the Netherlands (METCZ20230088). All procedures were conducted in accordance with the ethical standards of the 2013 Declaration of Helsinki.
Informed consent to participate in the study was obtained from all participants.
Not applicable.
The participants of this study did not give written consent for their data to be shared publicly, so due to the sensitive nature of the research supporting data is not available.
No funding was received for this research.
© The Author(s) 2026.
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