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Efficacy of a Computerized Simulation in Promoting Walking in Individuals With Diabetes

BACKGROUND: Regular walking is a recommended but underused self-management strategy for individuals with type 2 diabetes mellitus (T2DM). OBJECTIVE: To test the impact of a simulation-based intervention on the beliefs, intentions, knowledge, and walking behavior of individuals with T2DM. We compared...

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Autores principales: Gibson, Bryan, Marcus, Robin L, Staggers, Nancy, Jones, Jason, Samore, Matthew, Weir, Charlene
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Gunther Eysenbach 2012
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3799542/
https://www.ncbi.nlm.nih.gov/pubmed/22576226
http://dx.doi.org/10.2196/jmir.1965
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author Gibson, Bryan
Marcus, Robin L
Staggers, Nancy
Jones, Jason
Samore, Matthew
Weir, Charlene
author_facet Gibson, Bryan
Marcus, Robin L
Staggers, Nancy
Jones, Jason
Samore, Matthew
Weir, Charlene
author_sort Gibson, Bryan
collection PubMed
description BACKGROUND: Regular walking is a recommended but underused self-management strategy for individuals with type 2 diabetes mellitus (T2DM). OBJECTIVE: To test the impact of a simulation-based intervention on the beliefs, intentions, knowledge, and walking behavior of individuals with T2DM. We compared two versions of a brief narrated simulation. The experimental manipulation included two components: the presentation of the expected effect of walking on the glucose curve; and the completion of an action plan for walking over the next week. Primary hypotheses were (1) intervention participants’ walking (minutes/week) would increase more than control participants’ walking, and (2) change in outcome expectancies (beliefs) would be a function of the discrepancy between prior beliefs and those presented in the simulation. Secondary hypotheses were that, overall, behavioral intentions to walk in the coming week and diabetes-related knowledge would increase in both groups. METHODS: Individuals were randomly assigned to condition. Preintervention measures included self-reported physical activity (International Physical Activity Questionnaire [IPAQ] 7-day), theory of planned behavior-related beliefs, and knowledge (Diabetes Knowledge Test). During the narrated simulation we measured individuals’ outcome expectancies regarding the effect of exercise on glucose with a novel drawing task. Postsimulation measures included theory of planned behavior beliefs, knowledge, and qualitative impressions of the narrated simulation. The IPAQ 7-day was readministered by phone 1 week later. We used a linear model that accounted for baseline walking to test the main hypothesis regarding walking. Discrepancy scores were calculated between the presented outcome and individuals’ prior expectations (measured by the drawing task). A linear model with an interaction between intervention status and the discrepancy score was used to test the hypothesis regarding change in outcome expectancy. Pre–post changes in intention and knowledge were tested using paired t tests. RESULTS: Of 65 participants, 33 were in the intervention group and 32 in the control group. We excluded 2 participants from analysis due to being extreme outliers in baseline walking. After adjustment for baseline difference in age and intentions between groups, intervention participants increased walking by 61.0 minutes/week (SE 30.5, t (58 = 1.9, ) P = .05) more than controls. The proposed interaction between the presented outcome and the individual’s prior beliefs was supported: after adjustment for baseline differences in age and intentions between groups, the coefficient for the interaction was –.25, (SE 0.07, t (57 = –3.2, ) P < .01). On average participants in both groups improved significantly from baseline in intentions (mean difference 0.66, t (62 = 4.5, ) P < .001) and knowledge (mean difference 0.38, t (62 = 2.4, ) P = .02). CONCLUSIONS: This study suggests that a brief, Internet-ready, simulation-based intervention can improve knowledge, beliefs, intentions, and short-term behavior in individuals with T2DM.
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spelling pubmed-37995422013-10-22 Efficacy of a Computerized Simulation in Promoting Walking in Individuals With Diabetes Gibson, Bryan Marcus, Robin L Staggers, Nancy Jones, Jason Samore, Matthew Weir, Charlene J Med Internet Res Original Paper BACKGROUND: Regular walking is a recommended but underused self-management strategy for individuals with type 2 diabetes mellitus (T2DM). OBJECTIVE: To test the impact of a simulation-based intervention on the beliefs, intentions, knowledge, and walking behavior of individuals with T2DM. We compared two versions of a brief narrated simulation. The experimental manipulation included two components: the presentation of the expected effect of walking on the glucose curve; and the completion of an action plan for walking over the next week. Primary hypotheses were (1) intervention participants’ walking (minutes/week) would increase more than control participants’ walking, and (2) change in outcome expectancies (beliefs) would be a function of the discrepancy between prior beliefs and those presented in the simulation. Secondary hypotheses were that, overall, behavioral intentions to walk in the coming week and diabetes-related knowledge would increase in both groups. METHODS: Individuals were randomly assigned to condition. Preintervention measures included self-reported physical activity (International Physical Activity Questionnaire [IPAQ] 7-day), theory of planned behavior-related beliefs, and knowledge (Diabetes Knowledge Test). During the narrated simulation we measured individuals’ outcome expectancies regarding the effect of exercise on glucose with a novel drawing task. Postsimulation measures included theory of planned behavior beliefs, knowledge, and qualitative impressions of the narrated simulation. The IPAQ 7-day was readministered by phone 1 week later. We used a linear model that accounted for baseline walking to test the main hypothesis regarding walking. Discrepancy scores were calculated between the presented outcome and individuals’ prior expectations (measured by the drawing task). A linear model with an interaction between intervention status and the discrepancy score was used to test the hypothesis regarding change in outcome expectancy. Pre–post changes in intention and knowledge were tested using paired t tests. RESULTS: Of 65 participants, 33 were in the intervention group and 32 in the control group. We excluded 2 participants from analysis due to being extreme outliers in baseline walking. After adjustment for baseline difference in age and intentions between groups, intervention participants increased walking by 61.0 minutes/week (SE 30.5, t (58 = 1.9, ) P = .05) more than controls. The proposed interaction between the presented outcome and the individual’s prior beliefs was supported: after adjustment for baseline differences in age and intentions between groups, the coefficient for the interaction was –.25, (SE 0.07, t (57 = –3.2, ) P < .01). On average participants in both groups improved significantly from baseline in intentions (mean difference 0.66, t (62 = 4.5, ) P < .001) and knowledge (mean difference 0.38, t (62 = 2.4, ) P = .02). CONCLUSIONS: This study suggests that a brief, Internet-ready, simulation-based intervention can improve knowledge, beliefs, intentions, and short-term behavior in individuals with T2DM. Gunther Eysenbach 2012-05-10 /pmc/articles/PMC3799542/ /pubmed/22576226 http://dx.doi.org/10.2196/jmir.1965 Text en ©Bryan Gibson, Robin L Marcus, Nancy Staggers, Jason Jones, Matthew Samore, Charlene Weir. Originally published in the Journal of Medical Internet Research (http://www.jmir.org), 10.05.2012. http://creativecommons.org/licenses/by/2.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/2.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided the original work, first published in the Journal of Medical Internet Research, is properly cited. The complete bibliographic information, a link to the original publication on http://www.jmir.org/, as well as this copyright and license information must be included.
spellingShingle Original Paper
Gibson, Bryan
Marcus, Robin L
Staggers, Nancy
Jones, Jason
Samore, Matthew
Weir, Charlene
Efficacy of a Computerized Simulation in Promoting Walking in Individuals With Diabetes
title Efficacy of a Computerized Simulation in Promoting Walking in Individuals With Diabetes
title_full Efficacy of a Computerized Simulation in Promoting Walking in Individuals With Diabetes
title_fullStr Efficacy of a Computerized Simulation in Promoting Walking in Individuals With Diabetes
title_full_unstemmed Efficacy of a Computerized Simulation in Promoting Walking in Individuals With Diabetes
title_short Efficacy of a Computerized Simulation in Promoting Walking in Individuals With Diabetes
title_sort efficacy of a computerized simulation in promoting walking in individuals with diabetes
topic Original Paper
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3799542/
https://www.ncbi.nlm.nih.gov/pubmed/22576226
http://dx.doi.org/10.2196/jmir.1965
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