Combining diaries and accelerometers to explain change in physical activity during a lifestyle intervention for adults with prediabetes
| Main Author: | |
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| Publication Date: | 2024 |
| Other Authors: | , , , , , , , , , , , , , , , , , , , , , , , , , |
| Format: | Article |
| Language: | eng |
| Source: | Repositórios Científicos de Acesso Aberto de Portugal (RCAAP) |
| Download full: | http://hdl.handle.net/10362/166071 |
Summary: | Publisher Copyright: © 2024 Klos et. |
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Combining diaries and accelerometers to explain change in physical activity during a lifestyle intervention for adults with prediabetesA PREVIEW sub-studyGeneralSDG 3 - Good Health and Well-beingPublisher Copyright: © 2024 Klos et.Self-report and device-based measures of physical activity (PA) both have unique strengths and limitations; combining these measures should provide complementary and comprehensive insights to PA behaviours. Therefore, we aim to 1) identify PA clusters and clusters of change in PA based on self-reported daily activities and 2) assess differences in device-based PA between clusters in a lifestyle intervention, the PREVIEW diabetes prevention study. In total, 232 participants with overweight and prediabetes (147 women; 55.9 ± 9.5yrs; BMI ≥25 kg․m-2; impaired fasting glucose and/or impaired glucose tolerance) were clustered using a partitioning around medoids algorithm based on self-reported daily activities before a lifestyle intervention and their changes after 6 and 12 months. Device-assessed PA levels (PAL), sedentary time (SED), light PA (LPA), and moderate-to-vigorous PA (MVPA) were assessed using ActiSleep+ accelerometers and compared between clusters using (multivariate) analyses of covariance. At baseline, the self-reported “walking and housework” cluster had significantly higher PAL, MVPA and LPA, and less SED than the “inactive” cluster. LPA was higher only among the “cycling” cluster. There was no difference in the device-based measures between the “social-sports” and “inactive” clusters. Looking at the changes after 6 months, the “increased walking” cluster showed the greatest increase in PAL while the “increased cycling” cluster accumulated the highest amount of LPA. The “increased housework” and “increased supervised sports” reported least favourable changes in device-based PA. After 12 months, there was only minor change in activities between the “increased walking and cycling”, “no change” and “increased supervised sports” clusters, with no significant differences in device-based measures. Combining self-report and device-based measures provides better insights into the behaviours that change during an intervention. Walking and cycling may be suitable activities to increase PA in adults with prediabetes.NOVA Medical School|Faculdade de Ciências Médicas (NMS|FCM)Centro de Investigação em Tecnologias e Serviços de Saúde (CINTESIS)RUNKlos, LeonStratton, GarethMackintosh, Kelly A.McNarry, Melitta A.Fogelholm, MikaelDrummen, MathijsMacdonald, IanMartinez, J. AlfredoNavas-Carretero, SantiagoHandjieva-Darlenska, TeodoraBogdanov, GeorgiGant, NicholasPoppitt, Sally D.Silvestre, Marta P.Brand-Miller, JennieMuirhead, RoslynSchlicht, WolfgangHuttunen-Lenz, MaijaBrodie, ShannonJalo, ElliWesterterp-Plantenga, MargrietAdam, TanjaVestentoft, Pia SiigTikkanen, HeikkiQuist, Jonas S.Raben, AnneSwindell, Nils2024-04-11T00:35:35Z2024-032024-03-01T00:00:00Zinfo:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/articleapplication/pdfhttp://hdl.handle.net/10362/166071eng1932-6203PURE: 87105482https://doi.org/10.1371/journal.pone.0300646info:eu-repo/semantics/openAccessreponame:Repositórios Científicos de Acesso Aberto de Portugal (RCAAP)instname:FCCN, serviços digitais da FCT – Fundação para a Ciência e a Tecnologiainstacron:RCAAP2024-05-22T18:20:22Zoai:run.unl.pt:10362/166071Portal AgregadorONGhttps://www.rcaap.pt/oai/openaireinfo@rcaap.ptopendoar:https://opendoar.ac.uk/repository/71602025-05-28T17:51:04.189945Repositórios Científicos de Acesso Aberto de Portugal (RCAAP) - FCCN, serviços digitais da FCT – Fundação para a Ciência e a Tecnologiafalse |
| dc.title.none.fl_str_mv |
Combining diaries and accelerometers to explain change in physical activity during a lifestyle intervention for adults with prediabetes A PREVIEW sub-study |
| title |
Combining diaries and accelerometers to explain change in physical activity during a lifestyle intervention for adults with prediabetes |
| spellingShingle |
Combining diaries and accelerometers to explain change in physical activity during a lifestyle intervention for adults with prediabetes Klos, Leon General SDG 3 - Good Health and Well-being |
| title_short |
Combining diaries and accelerometers to explain change in physical activity during a lifestyle intervention for adults with prediabetes |
| title_full |
Combining diaries and accelerometers to explain change in physical activity during a lifestyle intervention for adults with prediabetes |
| title_fullStr |
Combining diaries and accelerometers to explain change in physical activity during a lifestyle intervention for adults with prediabetes |
| title_full_unstemmed |
Combining diaries and accelerometers to explain change in physical activity during a lifestyle intervention for adults with prediabetes |
| title_sort |
Combining diaries and accelerometers to explain change in physical activity during a lifestyle intervention for adults with prediabetes |
| author |
Klos, Leon |
| author_facet |
Klos, Leon Stratton, Gareth Mackintosh, Kelly A. McNarry, Melitta A. Fogelholm, Mikael Drummen, Mathijs Macdonald, Ian Martinez, J. Alfredo Navas-Carretero, Santiago Handjieva-Darlenska, Teodora Bogdanov, Georgi Gant, Nicholas Poppitt, Sally D. Silvestre, Marta P. Brand-Miller, Jennie Muirhead, Roslyn Schlicht, Wolfgang Huttunen-Lenz, Maija Brodie, Shannon Jalo, Elli Westerterp-Plantenga, Margriet Adam, Tanja Vestentoft, Pia Siig Tikkanen, Heikki Quist, Jonas S. Raben, Anne Swindell, Nils |
| author_role |
author |
| author2 |
Stratton, Gareth Mackintosh, Kelly A. McNarry, Melitta A. Fogelholm, Mikael Drummen, Mathijs Macdonald, Ian Martinez, J. Alfredo Navas-Carretero, Santiago Handjieva-Darlenska, Teodora Bogdanov, Georgi Gant, Nicholas Poppitt, Sally D. Silvestre, Marta P. Brand-Miller, Jennie Muirhead, Roslyn Schlicht, Wolfgang Huttunen-Lenz, Maija Brodie, Shannon Jalo, Elli Westerterp-Plantenga, Margriet Adam, Tanja Vestentoft, Pia Siig Tikkanen, Heikki Quist, Jonas S. Raben, Anne Swindell, Nils |
| author2_role |
author author author author author author author author author author author author author author author author author author author author author author author author author author |
| dc.contributor.none.fl_str_mv |
NOVA Medical School|Faculdade de Ciências Médicas (NMS|FCM) Centro de Investigação em Tecnologias e Serviços de Saúde (CINTESIS) RUN |
| dc.contributor.author.fl_str_mv |
Klos, Leon Stratton, Gareth Mackintosh, Kelly A. McNarry, Melitta A. Fogelholm, Mikael Drummen, Mathijs Macdonald, Ian Martinez, J. Alfredo Navas-Carretero, Santiago Handjieva-Darlenska, Teodora Bogdanov, Georgi Gant, Nicholas Poppitt, Sally D. Silvestre, Marta P. Brand-Miller, Jennie Muirhead, Roslyn Schlicht, Wolfgang Huttunen-Lenz, Maija Brodie, Shannon Jalo, Elli Westerterp-Plantenga, Margriet Adam, Tanja Vestentoft, Pia Siig Tikkanen, Heikki Quist, Jonas S. Raben, Anne Swindell, Nils |
| dc.subject.por.fl_str_mv |
General SDG 3 - Good Health and Well-being |
| topic |
General SDG 3 - Good Health and Well-being |
| description |
Publisher Copyright: © 2024 Klos et. |
| publishDate |
2024 |
| dc.date.none.fl_str_mv |
2024-04-11T00:35:35Z 2024-03 2024-03-01T00:00:00Z |
| dc.type.status.fl_str_mv |
info:eu-repo/semantics/publishedVersion |
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info:eu-repo/semantics/article |
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article |
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publishedVersion |
| dc.identifier.uri.fl_str_mv |
http://hdl.handle.net/10362/166071 |
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http://hdl.handle.net/10362/166071 |
| dc.language.iso.fl_str_mv |
eng |
| language |
eng |
| dc.relation.none.fl_str_mv |
1932-6203 PURE: 87105482 https://doi.org/10.1371/journal.pone.0300646 |
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info:eu-repo/semantics/openAccess |
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openAccess |
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application/pdf |
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Repositórios Científicos de Acesso Aberto de Portugal (RCAAP) - FCCN, serviços digitais da FCT – Fundação para a Ciência e a Tecnologia |
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