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Impact of an AI app‐based exercise program for people with low back pain compared to standard care: A longitudinal cohort‐study

BACKGROUND: Low Back Pain (LBP) is a common health problem worldwide. In recent years, the use of mobile applications for the treatment of various diseases has increased, due to the Corona pandemic. OBJECTIVE: The aim of this study is to investigate the extent to which artificial intelligence (AI)‐a...

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Autores principales: Hartmann, Rica, Avermann, Florian, Zalpour, Christoff, Griefahn, Annika
Formato: Online Artículo Texto
Lenguaje:English
Publicado: John Wiley and Sons Inc. 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9837473/
https://www.ncbi.nlm.nih.gov/pubmed/36660258
http://dx.doi.org/10.1002/hsr2.1060
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author Hartmann, Rica
Avermann, Florian
Zalpour, Christoff
Griefahn, Annika
author_facet Hartmann, Rica
Avermann, Florian
Zalpour, Christoff
Griefahn, Annika
author_sort Hartmann, Rica
collection PubMed
description BACKGROUND: Low Back Pain (LBP) is a common health problem worldwide. In recent years, the use of mobile applications for the treatment of various diseases has increased, due to the Corona pandemic. OBJECTIVE: The aim of this study is to investigate the extent to which artificial intelligence (AI)‐assisted exercise recommendations can reduce pain and pain‐related impairments in daily life for patients with LBP, compared to standard care. METHODS: To answer the research question, an 8‐week app‐based exercise program was conducted in the intervention group. To measure the influence of the exercise program, pain development and pain‐related impairment in daily life have been evaluated. A so‐called rehabilitation sports group served as the control group. The main factors for statistical analysis were factor time and group comparison. For statistical calculations, a mixed analysis of variance for pain development was conducted. A separate check for confounders was made. For pain impairment in daily life nonparametric tests with the mean of change between the time points are conducted. RESULTS: The intervention group showed a reduction in pain development of 1.4 points compared to an increase of 0.1 points in the control group on the numeric rating scale. There is a significant interaction of time and group for pain development. Regarding pain‐related impairments in daily life, the intervention group has a reduction of the oswestry disability index scores by 3.8 points compared to an increase of 2.3 in the control group. The biggest differences become apparent 8 weeks after the start of treatment. The significant results have a medium to strong effect. CONCLUSION: The results shown here suggest that the use of digital AI‐based exercise recommendations in patients with LBP leads to pain reduction and a reduction in pain‐related impairments in daily living compared to traditional group exercise therapy.
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spelling pubmed-98374732023-01-18 Impact of an AI app‐based exercise program for people with low back pain compared to standard care: A longitudinal cohort‐study Hartmann, Rica Avermann, Florian Zalpour, Christoff Griefahn, Annika Health Sci Rep Original Research BACKGROUND: Low Back Pain (LBP) is a common health problem worldwide. In recent years, the use of mobile applications for the treatment of various diseases has increased, due to the Corona pandemic. OBJECTIVE: The aim of this study is to investigate the extent to which artificial intelligence (AI)‐assisted exercise recommendations can reduce pain and pain‐related impairments in daily life for patients with LBP, compared to standard care. METHODS: To answer the research question, an 8‐week app‐based exercise program was conducted in the intervention group. To measure the influence of the exercise program, pain development and pain‐related impairment in daily life have been evaluated. A so‐called rehabilitation sports group served as the control group. The main factors for statistical analysis were factor time and group comparison. For statistical calculations, a mixed analysis of variance for pain development was conducted. A separate check for confounders was made. For pain impairment in daily life nonparametric tests with the mean of change between the time points are conducted. RESULTS: The intervention group showed a reduction in pain development of 1.4 points compared to an increase of 0.1 points in the control group on the numeric rating scale. There is a significant interaction of time and group for pain development. Regarding pain‐related impairments in daily life, the intervention group has a reduction of the oswestry disability index scores by 3.8 points compared to an increase of 2.3 in the control group. The biggest differences become apparent 8 weeks after the start of treatment. The significant results have a medium to strong effect. CONCLUSION: The results shown here suggest that the use of digital AI‐based exercise recommendations in patients with LBP leads to pain reduction and a reduction in pain‐related impairments in daily living compared to traditional group exercise therapy. John Wiley and Sons Inc. 2023-01-12 /pmc/articles/PMC9837473/ /pubmed/36660258 http://dx.doi.org/10.1002/hsr2.1060 Text en © 2023 The Authors. Health Science Reports published by Wiley Periodicals LLC. https://creativecommons.org/licenses/by/4.0/This is an open access article under the terms of the http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) License, which permits use, distribution and reproduction in any medium, provided the original work is properly cited.
spellingShingle Original Research
Hartmann, Rica
Avermann, Florian
Zalpour, Christoff
Griefahn, Annika
Impact of an AI app‐based exercise program for people with low back pain compared to standard care: A longitudinal cohort‐study
title Impact of an AI app‐based exercise program for people with low back pain compared to standard care: A longitudinal cohort‐study
title_full Impact of an AI app‐based exercise program for people with low back pain compared to standard care: A longitudinal cohort‐study
title_fullStr Impact of an AI app‐based exercise program for people with low back pain compared to standard care: A longitudinal cohort‐study
title_full_unstemmed Impact of an AI app‐based exercise program for people with low back pain compared to standard care: A longitudinal cohort‐study
title_short Impact of an AI app‐based exercise program for people with low back pain compared to standard care: A longitudinal cohort‐study
title_sort impact of an ai app‐based exercise program for people with low back pain compared to standard care: a longitudinal cohort‐study
topic Original Research
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9837473/
https://www.ncbi.nlm.nih.gov/pubmed/36660258
http://dx.doi.org/10.1002/hsr2.1060
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