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Physical Activity in German Adolescents Measured by Accelerometry and Activity Diary: Introducing a Comprehensive Approach for Data Management and Preliminary Results

INTRODUCTION: Surveillance of physical activity (PA) is increasingly based on accelerometry. However, data management guidelines are lacking. We propose an approach for combining accelerometry and diary based PA information for assessment of PA in adolescents and provide an example of this approach...

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Autores principales: Pfitzner, Rebecca, Gorzelniak, Lukas, Heinrich, Joachim, von Berg, Andrea, Klümper, Claudia, Bauer, Carl P., Koletzko, Sibylle, Berdel, Dietrich, Horsch, Alexander, Schulz, Holger
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2013
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3672153/
https://www.ncbi.nlm.nih.gov/pubmed/23750243
http://dx.doi.org/10.1371/journal.pone.0065192
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author Pfitzner, Rebecca
Gorzelniak, Lukas
Heinrich, Joachim
von Berg, Andrea
Klümper, Claudia
Bauer, Carl P.
Koletzko, Sibylle
Berdel, Dietrich
Horsch, Alexander
Schulz, Holger
author_facet Pfitzner, Rebecca
Gorzelniak, Lukas
Heinrich, Joachim
von Berg, Andrea
Klümper, Claudia
Bauer, Carl P.
Koletzko, Sibylle
Berdel, Dietrich
Horsch, Alexander
Schulz, Holger
author_sort Pfitzner, Rebecca
collection PubMed
description INTRODUCTION: Surveillance of physical activity (PA) is increasingly based on accelerometry. However, data management guidelines are lacking. We propose an approach for combining accelerometry and diary based PA information for assessment of PA in adolescents and provide an example of this approach using data from German adolescents. METHODS: The 15-year-old participants comprised a subsample the GINIplus birth cohort (n = 328, 42.4% male). Data on PA was obtained from hip-worn accelerometers (ActiGraph GT3X) for seven consecutive days, combined with a prospective activity diary. Major aspects of data management were validity of wear time, handling of non-wear time and diary comments. After data cleaning, PA and percentage of adolescents meeting the recommendations for moderate-to-vigorous activity (MVPA) per day were determined. RESULTS: From the 2224 recorded days 493 days (25%) were invalid, mainly due to uncertainties relating to non-wear time (322 days). Ultimately, 269 of 328 subjects (82%) with valid data for at least three weekdays and one weekend day were included in the analysis. Mean MVPA per day was 39.1 minutes (SD ±25.0), with boys being more active than girls (41.8±21.5 minutes vs. 37.1±27.8 minutes, p<0.001). Accordingly, 24.7% of boys and 17.2% of girls (p<0.01) met the WHO recommendations for PA. School sport accounted for only 6% of weekly MVPA. In fact, most MVPA was performed during leisure time, with the majority of adolescents engaging in ball sports (25.4%) and endurance sports (19.7%). Girls also frequently reported dancing and gymnastics (23%). CONCLUSION: For assessment of PA in adolescents, collecting both accelerometry and diary-based information is recommended. The diary is vital for the identification of invalid data and non-compliant participants. Preliminary results suggest that four out of five German adolescents do not meet WHO recommendations for PA and that school sport contributes only little to MVPA.
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spelling pubmed-36721532013-06-07 Physical Activity in German Adolescents Measured by Accelerometry and Activity Diary: Introducing a Comprehensive Approach for Data Management and Preliminary Results Pfitzner, Rebecca Gorzelniak, Lukas Heinrich, Joachim von Berg, Andrea Klümper, Claudia Bauer, Carl P. Koletzko, Sibylle Berdel, Dietrich Horsch, Alexander Schulz, Holger PLoS One Research Article INTRODUCTION: Surveillance of physical activity (PA) is increasingly based on accelerometry. However, data management guidelines are lacking. We propose an approach for combining accelerometry and diary based PA information for assessment of PA in adolescents and provide an example of this approach using data from German adolescents. METHODS: The 15-year-old participants comprised a subsample the GINIplus birth cohort (n = 328, 42.4% male). Data on PA was obtained from hip-worn accelerometers (ActiGraph GT3X) for seven consecutive days, combined with a prospective activity diary. Major aspects of data management were validity of wear time, handling of non-wear time and diary comments. After data cleaning, PA and percentage of adolescents meeting the recommendations for moderate-to-vigorous activity (MVPA) per day were determined. RESULTS: From the 2224 recorded days 493 days (25%) were invalid, mainly due to uncertainties relating to non-wear time (322 days). Ultimately, 269 of 328 subjects (82%) with valid data for at least three weekdays and one weekend day were included in the analysis. Mean MVPA per day was 39.1 minutes (SD ±25.0), with boys being more active than girls (41.8±21.5 minutes vs. 37.1±27.8 minutes, p<0.001). Accordingly, 24.7% of boys and 17.2% of girls (p<0.01) met the WHO recommendations for PA. School sport accounted for only 6% of weekly MVPA. In fact, most MVPA was performed during leisure time, with the majority of adolescents engaging in ball sports (25.4%) and endurance sports (19.7%). Girls also frequently reported dancing and gymnastics (23%). CONCLUSION: For assessment of PA in adolescents, collecting both accelerometry and diary-based information is recommended. The diary is vital for the identification of invalid data and non-compliant participants. Preliminary results suggest that four out of five German adolescents do not meet WHO recommendations for PA and that school sport contributes only little to MVPA. Public Library of Science 2013-06-04 /pmc/articles/PMC3672153/ /pubmed/23750243 http://dx.doi.org/10.1371/journal.pone.0065192 Text en © 2013 Pfitzner et al http://creativecommons.org/licenses/by/4.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are properly credited.
spellingShingle Research Article
Pfitzner, Rebecca
Gorzelniak, Lukas
Heinrich, Joachim
von Berg, Andrea
Klümper, Claudia
Bauer, Carl P.
Koletzko, Sibylle
Berdel, Dietrich
Horsch, Alexander
Schulz, Holger
Physical Activity in German Adolescents Measured by Accelerometry and Activity Diary: Introducing a Comprehensive Approach for Data Management and Preliminary Results
title Physical Activity in German Adolescents Measured by Accelerometry and Activity Diary: Introducing a Comprehensive Approach for Data Management and Preliminary Results
title_full Physical Activity in German Adolescents Measured by Accelerometry and Activity Diary: Introducing a Comprehensive Approach for Data Management and Preliminary Results
title_fullStr Physical Activity in German Adolescents Measured by Accelerometry and Activity Diary: Introducing a Comprehensive Approach for Data Management and Preliminary Results
title_full_unstemmed Physical Activity in German Adolescents Measured by Accelerometry and Activity Diary: Introducing a Comprehensive Approach for Data Management and Preliminary Results
title_short Physical Activity in German Adolescents Measured by Accelerometry and Activity Diary: Introducing a Comprehensive Approach for Data Management and Preliminary Results
title_sort physical activity in german adolescents measured by accelerometry and activity diary: introducing a comprehensive approach for data management and preliminary results
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3672153/
https://www.ncbi.nlm.nih.gov/pubmed/23750243
http://dx.doi.org/10.1371/journal.pone.0065192
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