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Explanatory variables of objectively measured 24-h movement behaviors in people with prediabetes and type 2 diabetes : a systematic review

Lotte Bogaert (UGent) , Iris Willems (UGent) , Patrick Calders (UGent) , Eveline Dirinck, Manon Kinaupenne (UGent) , Marga Decraene (UGent) , Bruno Lapauw (UGent) , Boyd Strumane (UGent) , Margot Van Daele, Vera Verbestel (UGent) , et al.
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Abstract
Aim: Physical activity (PA), sedentary behavior (SB) and sleep (i.e. 24-h movement behaviors) are associated with health indicators in people with prediabetes and type 2 diabetes (T2D). To optimize 24-h movement behaviors, it is crucial to identify explanatory variables related to these behaviors. This review aimed to summarize the explanatory variables of 24-h movement behaviors in people with prediabetes or T2D. Methods: A systematic search of four databases (PubMed, Web of Science, Scopus & Embase) was performed. Only objective measurements of 24-h movement behaviors were included in the search strategy. The explanatory variables were classified according to the levels of the socio-ecological model (i.e. intrapersonal, interpersonal and environmental). The risk of bias was assessed using the Joanna Briggs Institute appraisal checklist. Results: None of the 78 included studies investigated 24-h movement behaviors. The majority of the studies investigated PA in isolation. Most studied explanatory variables were situated at the intrapersonal level. Being male was associated with more moderate to vigorous PA but less light PA in people with T2D, and more total PA in people with prediabetes. An older age was associated with a decrease in all levels of PA in people with T2D. HbA1c was positively associated with sleep and SB in both groups. No associations were found at the interpersonal or environmental level. Conclusion: The results of this review underscore the lack of a socio-ecological approach toward explanatory variables of 24-h movement behaviors and the lack of focus on an integrated 24-h movement behavior approach in both populations. Keywords: 24-h movement behaviors; Explanatory variables; Physical activity; Prediabetes; Sedentary behavior; Sleep; Type 2 diabetes.
Keywords
General Medicine, Endocrinology, Diabetes and Metabolism, Internal Medicine, Explanatory variables, Sleep, Sedentary behavior, Physical activity, 24-h movement behaviors, Prediabetes, Type 2 diabetes

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MLA
Bogaert, Lotte, et al. “Explanatory Variables of Objectively Measured 24-h Movement Behaviors in People with Prediabetes and Type 2 Diabetes : A Systematic Review.” DIABETES & METABOLIC SYNDROME-CLINICAL RESEARCH & REVIEWS, vol. 18, no. 4, 2024, pp. 1–22, doi:10.1016/j.dsx.2024.102995.
APA
Bogaert, L., Willems, I., Calders, P., Dirinck, E., Kinaupenne, M., Decraene, M., … De Craemer, M. (2024). Explanatory variables of objectively measured 24-h movement behaviors in people with prediabetes and type 2 diabetes : a systematic review. DIABETES & METABOLIC SYNDROME-CLINICAL RESEARCH & REVIEWS, 18(4), 1–22. https://doi.org/10.1016/j.dsx.2024.102995
Chicago author-date
Bogaert, Lotte, Iris Willems, Patrick Calders, Eveline Dirinck, Manon Kinaupenne, Marga Decraene, Bruno Lapauw, et al. 2024. “Explanatory Variables of Objectively Measured 24-h Movement Behaviors in People with Prediabetes and Type 2 Diabetes : A Systematic Review.” DIABETES & METABOLIC SYNDROME-CLINICAL RESEARCH & REVIEWS 18 (4): 1–22. https://doi.org/10.1016/j.dsx.2024.102995.
Chicago author-date (all authors)
Bogaert, Lotte, Iris Willems, Patrick Calders, Eveline Dirinck, Manon Kinaupenne, Marga Decraene, Bruno Lapauw, Boyd Strumane, Margot Van Daele, Vera Verbestel, and Marieke De Craemer. 2024. “Explanatory Variables of Objectively Measured 24-h Movement Behaviors in People with Prediabetes and Type 2 Diabetes : A Systematic Review.” DIABETES & METABOLIC SYNDROME-CLINICAL RESEARCH & REVIEWS 18 (4): 1–22. doi:10.1016/j.dsx.2024.102995.
Vancouver
1.
Bogaert L, Willems I, Calders P, Dirinck E, Kinaupenne M, Decraene M, et al. Explanatory variables of objectively measured 24-h movement behaviors in people with prediabetes and type 2 diabetes : a systematic review. DIABETES & METABOLIC SYNDROME-CLINICAL RESEARCH & REVIEWS. 2024;18(4):1–22.
IEEE
[1]
L. Bogaert et al., “Explanatory variables of objectively measured 24-h movement behaviors in people with prediabetes and type 2 diabetes : a systematic review,” DIABETES & METABOLIC SYNDROME-CLINICAL RESEARCH & REVIEWS, vol. 18, no. 4, pp. 1–22, 2024.
@article{01HV3ZP7PNWE1T78CFZJQSDRBG,
  abstract     = {{Aim: Physical activity (PA), sedentary behavior (SB) and sleep (i.e. 24-h movement behaviors) are associated with health indicators in people with prediabetes and type 2 diabetes (T2D). To optimize 24-h movement behaviors, it is crucial to identify explanatory variables related to these behaviors. This review aimed to summarize the explanatory variables of 24-h movement behaviors in people with prediabetes or T2D.

Methods: A systematic search of four databases (PubMed, Web of Science, Scopus & Embase) was performed. Only objective measurements of 24-h movement behaviors were included in the search strategy. The explanatory variables were classified according to the levels of the socio-ecological model (i.e. intrapersonal, interpersonal and environmental). The risk of bias was assessed using the Joanna Briggs Institute appraisal checklist.

Results: None of the 78 included studies investigated 24-h movement behaviors. The majority of the studies investigated PA in isolation. Most studied explanatory variables were situated at the intrapersonal level. Being male was associated with more moderate to vigorous PA but less light PA in people with T2D, and more total PA in people with prediabetes. An older age was associated with a decrease in all levels of PA in people with T2D. HbA1c was positively associated with sleep and SB in both groups. No associations were found at the interpersonal or environmental level.

Conclusion: The results of this review underscore the lack of a socio-ecological approach toward explanatory variables of 24-h movement behaviors and the lack of focus on an integrated 24-h movement behavior approach in both populations.

Keywords: 24-h movement behaviors; Explanatory variables; Physical activity; Prediabetes; Sedentary behavior; Sleep; Type 2 diabetes.}},
  articleno    = {{102995}},
  author       = {{Bogaert, Lotte and Willems, Iris and Calders, Patrick and Dirinck, Eveline and Kinaupenne, Manon and Decraene, Marga and Lapauw, Bruno and Strumane, Boyd and Van Daele, Margot and Verbestel, Vera and De Craemer, Marieke}},
  issn         = {{1871-4021}},
  journal      = {{DIABETES & METABOLIC SYNDROME-CLINICAL RESEARCH & REVIEWS}},
  keywords     = {{General Medicine,Endocrinology, Diabetes and Metabolism,Internal Medicine,Explanatory variables,Sleep,Sedentary behavior,Physical activity,24-h movement behaviors,Prediabetes,Type 2 diabetes}},
  language     = {{eng}},
  number       = {{4}},
  pages        = {{102995:1--102995:22}},
  title        = {{Explanatory variables of objectively measured 24-h movement behaviors in people with prediabetes and type 2 diabetes : a systematic review}},
  url          = {{http://doi.org/10.1016/j.dsx.2024.102995}},
  volume       = {{18}},
  year         = {{2024}},
}

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