BackgroundLow physical activity is an important risk factor for common physical and mental disorders. Physical activity interventions delivered via smartphones can help users maintain and increase physical activity, but outcomes have been mixed.PurposeHere we assessed the effects of sending daily motivational and feedback text messages in a microrandomized clinical trial on changes in physical activity from one day to the next in a student population.MethodsWe included 93 participants who used a physical activity app, "DIAMANTE" for a period of 6 weeks. Every day, their phone pedometer passively tracked participants' steps. They were microrandomized to receive different types of motivational messages, based on a cognitive-behavioral framework, and feedback on their steps. We used generalized estimation equation models to test the effectiveness of feedback and motivational messages on changes in steps from one day to the next.ResultsSending any versus no text message initially resulted in an increase in daily steps (729 steps, p = .012), but this effect decreased over time. A multivariate analysis evaluating each text message category separately showed that the initial positive effect was driven by the motivational messages though the effect was small and trend-wise significant (717 steps; p = .083), but not the feedback messages (-276 steps, p = .4).ConclusionSending motivational physical activity text messages based on a cognitive-behavioral framework may have a positive effect on increasing steps, but this decreases with time. Further work is needed to examine using personalization and contextualization to improve the efficacy of text-messaging interventions on physical activity outcomes.Clinicaltrials.gov identifierNCT04440553.

Daily Motivational Text Messages to Promote Physical Activity in University Students: Results From a Microrandomized Trial / Figueroa, Caroline A; Deliu, Nina; Chakraborty, Bibhas; Modiri, Arghavan; Xu, Jing; Aggarwal, Jai; Jay Williams, Joseph; Lyles, Courtney; Aguilera, Adrian. - In: ANNALS OF BEHAVIORAL MEDICINE. - ISSN 0883-6612. - 56:2(2022), pp. 212-218. [10.1093/abm/kaab028]

Daily Motivational Text Messages to Promote Physical Activity in University Students: Results From a Microrandomized Trial

Deliu, Nina;
2022

Abstract

BackgroundLow physical activity is an important risk factor for common physical and mental disorders. Physical activity interventions delivered via smartphones can help users maintain and increase physical activity, but outcomes have been mixed.PurposeHere we assessed the effects of sending daily motivational and feedback text messages in a microrandomized clinical trial on changes in physical activity from one day to the next in a student population.MethodsWe included 93 participants who used a physical activity app, "DIAMANTE" for a period of 6 weeks. Every day, their phone pedometer passively tracked participants' steps. They were microrandomized to receive different types of motivational messages, based on a cognitive-behavioral framework, and feedback on their steps. We used generalized estimation equation models to test the effectiveness of feedback and motivational messages on changes in steps from one day to the next.ResultsSending any versus no text message initially resulted in an increase in daily steps (729 steps, p = .012), but this effect decreased over time. A multivariate analysis evaluating each text message category separately showed that the initial positive effect was driven by the motivational messages though the effect was small and trend-wise significant (717 steps; p = .083), but not the feedback messages (-276 steps, p = .4).ConclusionSending motivational physical activity text messages based on a cognitive-behavioral framework may have a positive effect on increasing steps, but this decreases with time. Further work is needed to examine using personalization and contextualization to improve the efficacy of text-messaging interventions on physical activity outcomes.Clinicaltrials.gov identifierNCT04440553.
2022
Microrandomization; Mobile health; Physical activity; Students; Text messaging
01 Pubblicazione su rivista::01a Articolo in rivista
Daily Motivational Text Messages to Promote Physical Activity in University Students: Results From a Microrandomized Trial / Figueroa, Caroline A; Deliu, Nina; Chakraborty, Bibhas; Modiri, Arghavan; Xu, Jing; Aggarwal, Jai; Jay Williams, Joseph; Lyles, Courtney; Aguilera, Adrian. - In: ANNALS OF BEHAVIORAL MEDICINE. - ISSN 0883-6612. - 56:2(2022), pp. 212-218. [10.1093/abm/kaab028]
File allegati a questo prodotto
File Dimensione Formato  
Deliu_Daily-Motivational-Text_2022.pdf

accesso aperto

Tipologia: Versione editoriale (versione pubblicata con il layout dell'editore)
Licenza: Tutti i diritti riservati (All rights reserved)
Dimensione 1.37 MB
Formato Adobe PDF
1.37 MB Adobe PDF

I documenti in IRIS sono protetti da copyright e tutti i diritti sono riservati, salvo diversa indicazione.

Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/11573/1581570
Citazioni
  • ???jsp.display-item.citation.pmc??? 10
  • Scopus 19
  • ???jsp.display-item.citation.isi??? 16
social impact