Differences in Free-Living Patterns of Sedentary Behaviour between Office Employees with Diabetes and Office Employees without Diabetes: A Principal Component Analysis for Clinical Practice

被引:4
作者
Alos Colomer, Francesc [1 ,2 ]
Colomer Cugat, Ma Angels [3 ]
Bort-Roig, Judit [4 ]
Chirveches-Perez, Emilia [5 ]
Canovas Zaldua, Yoseba [1 ,6 ]
Martin-Cantera, Carlos [7 ]
Franch-Nadal, Josep [2 ,8 ]
Puig-Ribera, Anna [4 ]
机构
[1] Catalan Hlth Inst, Primary Healthcare Ctr Passeig St Joan, Barcelona 08010, Spain
[2] RedGDPS Fdn, Sabadell 08204, Spain
[3] Univ Lleida, Dept Math, ETSEA, Lleida 25198, Spain
[4] Univ Vic Cent Univ Catalonia, Ctr Hlth & Social Care Res, Sport & Phys Act Res Grp, Vic 08500, Spain
[5] Univ Vic Cent Univ Catalonia, Res Grp Methodol Methods Models & Outcomes Hlth &, Ctr Hlth & Social Care Res, Vic 08500, Spain
[6] Catalan Hlth Inst, Training, Barcelona 08006, Spain
[7] Fdn Primary Care Res Inst IDIAP Jordi Gol, Barcelona Res Support Unit, Barcelona 08025, Spain
[8] Inst Salud Carlos III ISCIII, CIBER Diabet & Associated Metab Dis CIBERDEM, Madrid 28029, Spain
关键词
sedentary behaviour; type; 2; diabetes; principal component analysis; desk-BASED job; activPAL; disease management; sitting time; PHYSICAL-ACTIVITY; TIME; BREAKS;
D O I
10.3390/ijerph191912245
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
Aims: To identify principal components of free-living patterns of sedentary behaviour in office employees with type 2 diabetes (T2D) compared to normal glucose metabolism (NGM) office employees, using principal component analysis (PCA). Methods: 213 office employees (n = 81 with T2D; n = 132 with NGM) wore an activPAL inclinometer 24 h a day for 7 consecutive days. Comparions of sedentary behaviour patterns between adults with T2D and NGM determined the dimensions that best characterise the sedentary behaviour patterns of office employees with T2D at work, outside work and at weekends. Results: The multivariate PCA technique identified two components that explained 60% of the variability present in the data of sedentary behaviour patterns in the population with diabetes. This was characterised by a fewer number of daily breaks and breaks in time intervals of less than 20 min both at work, outside work and at weekends. On average, adults with T2D took fewer 31 breaks/day than adults without diabetes. Conclusion: Effective interventions from clinical practice to tackle prolonged sedentary behaviour in office employees with T2D should focus on increasing the number of daily sedentary breaks.
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页数:18
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