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Franco M, Facchini L, Sacerdote C, Masala G, Manfredi L, Dansero L, Bendinelli B, Assedi M, Vitale V, Pala V, Caini S, Ricceri F. Physical activity modification over time according to socioeconomic position: results from the EPIC-Italy cohort study. BMJ Open Sport Exerc Med 2024; 10:e001957. [PMID: 39224205 PMCID: PMC11367325 DOI: 10.1136/bmjsem-2024-001957] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 08/07/2024] [Indexed: 09/04/2024] Open
Abstract
Objectives Our study aimed to investigate how physical activity (PA) changes over an 11-year follow-up among adults from different socioeconomic positions (SEP) near retirement age. Moreover, an analysis of different PA types is considered. Methods We used data from the EPIC-Italy cohort. We evaluated PA using the Cambridge Physical Activity Index (CPAI) and the metabolic equivalent of tasks (MET) per hour of activity for recreational PA and household PA. Educational level was assessed using the Relative Index of Inequality (RII). Occupational classes were classified according to LIFEPATH Consortium knowledge. Logistic regression was used to analyse PA among SEP and changes during follow-up. Analyses were also conducted separately for sex. Results The higher educated were more prevalent in the higher quartile of recreational PA than the lower educated both at baseline and follow-up (37% vs 28% and 37% vs 27%, respectively). At the baseline, the lower educated had a higher risk of being physically inactive than the higher educated based on recreational PA (overall OR: 1.50, 95% CI 1.40 to 1.60). Manual workers did not show a higher risk of less PA than professionals/managers (overall OR: 1.03, 95% CI 0.91 to 1.16).At follow-up, the lower educated and manual workers showed a higher risk of being physically inactive (lower educated OR: 1.46, 95% CI 1.37 to 1.56; manual worker OR: 1.33, 95% CI 1.18 to 1.50). The analyses of changes in PA showed that those who were less educated or manual workers had a higher risk of worsening their PA during the follow-up period, particularly women in recreational PA and men in CPAI measurement. Conclusion Individuals who had a disadvantaged SEP showed a higher risk of performing less PA over time.
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Affiliation(s)
- Matteo Franco
- Department of Clinical and Biological Sciences, University of Turin, Orbassano, Turin, Italy
| | - Luigi Facchini
- Institute for Cancer Research, Prevention and Clinical Network - ISPRO, Florence, Italy
| | - Carlotta Sacerdote
- Unit of Cancer Epidemiology, Città Della Salute e Della Scienza University-Hospital and Center for Cancer Prevention (CPO), Città della Salute, Turin, Italy
| | - Giovanna Masala
- Institute for Cancer Research, Prevention and Clinical Network - ISPRO, Florence, Italy
| | - Luca Manfredi
- Department of Clinical and Biological Sciences, University of Turin, Orbassano, Turin, Italy
| | - Lucia Dansero
- Department of Clinical and Biological Sciences, University of Turin, Orbassano, Turin, Italy
| | - Benedetta Bendinelli
- Institute for Cancer Research, Prevention and Clinical Network - ISPRO, Florence, Italy
| | - Melania Assedi
- Institute for Cancer Research, Prevention and Clinical Network - ISPRO, Florence, Italy
| | - Valentina Vitale
- Department of Research, Epidemiology and Prevention Unit, Fondazione IRCCS Istituto Nazionale dei Tumori, Milano, Italy
| | - Valeria Pala
- Department of Research, Epidemiology and Prevention Unit, Fondazione IRCCS Istituto Nazionale dei Tumori, Milano, Italy
| | - Saverio Caini
- Institute for Cancer Research, Prevention and Clinical Network - ISPRO, Florence, Italy
| | - Fulvio Ricceri
- Department of Clinical and Biological Sciences, University of Turin, Orbassano, Turin, Italy
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Li J, Zhang X, Zhang M, Wang L, Yin P, Li C, You J, Huang Z, Ng M, Wang L, Zhou M. Urban-rural differences in the association between occupational physical activity and mortality in Chinese working population: evidence from a nationwide cohort study. THE LANCET REGIONAL HEALTH. WESTERN PACIFIC 2024; 46:101083. [PMID: 38745972 PMCID: PMC11091516 DOI: 10.1016/j.lanwpc.2024.101083] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 01/11/2024] [Revised: 03/28/2024] [Accepted: 04/19/2024] [Indexed: 05/16/2024]
Abstract
Background Despite emerging studies suggesting that occupational physical activity (OPA) might be harmful to health, the available evidence is not definitive. Most of these research studies were conducted in high-income Western countries or in urbanized setting. In China, where over one-third of the population resides in rural area, the impact of OPA on health is not well understood. The goal of this study is to investigate how the association between OPA and mortality vary by urban-rural settings. Methods Baseline data on OPA was gathered using the Global Physical Activity Questionnaire from 30,650 urban and 49,674 rural working adults as part of the 2013-2014 China Chronic Disease and Risk Factor Surveillance. Participants were followed for a median of 6.2 years, and death records were retrieved from the National Mortality Surveillance System until December 31, 2019. The multivariable Cox proportional hazard model was used to examine urban-rural differences in the association between OPA and all-cause and cardiovascular disease (CVD) mortality. Subgroup analyses were performed by sex, socioeconomic status, leisure time, transportation, and non-occupational physical activity. Findings During the study period, 1342 deaths were recorded, of which 426 were caused by CVD. In rural area, working adults engaging in occupational moderate-to-vigorous physical activity (MVPA) for ≥40 h per week, compared to those without any, had an adjusted hazard ratio of 0.60 (95% CI: 0.49-0.73) for all-cause mortality and 0.55 (95% CI: 0.37-0.83) for CVD mortality. However, no significant association was found in urban area (0.84 [0.61-1.15] for all-cause mortality, Pinteraction = 0.036; and 0.94 [0.53-1.66] for CVD mortality, Pinteraction = 0.098). The negative associations of occupational MVPA with mortality were more pronounced in women, non-smokers, and those with less non-occupational physical activities. Hypertension, heart rate, and diabetes were important contributors to the relationship between occupational MVPA and mortality. Interpretation The findings from the current study did not support the notion that high levels of OPA would induce harm. On the contrary, in rural setting, higher levels of OPA were associated with lower mortality risks. Furthermore, the observed urban-rural differences in the association between OPA and mortality underscored the need for context-specific public health guidelines on physical activities. Funding R&D Program of Beijing Municipal Education Commission (KM202210025026),National Key Research and Development Program of China (2021YFC2500201), and Young Elite Scientist Sponsorship Program by BAST (BYESS2023385).
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Affiliation(s)
- Jie Li
- School of Public Health, Capital Medical University, Beijing, China
| | - Xiao Zhang
- National Center for Chronic and Noncommunicable Disease Control and Prevention, Chinese Center for Disease Control and Prevention, Beijing, China
| | - Mei Zhang
- National Center for Chronic and Noncommunicable Disease Control and Prevention, Chinese Center for Disease Control and Prevention, Beijing, China
| | - Lijun Wang
- National Center for Chronic and Noncommunicable Disease Control and Prevention, Chinese Center for Disease Control and Prevention, Beijing, China
| | - Peng Yin
- National Center for Chronic and Noncommunicable Disease Control and Prevention, Chinese Center for Disease Control and Prevention, Beijing, China
| | - Chun Li
- National Center for Chronic and Noncommunicable Disease Control and Prevention, Chinese Center for Disease Control and Prevention, Beijing, China
| | - Jinling You
- National Center for Chronic and Noncommunicable Disease Control and Prevention, Chinese Center for Disease Control and Prevention, Beijing, China
| | - Zhengjing Huang
- National Center for Chronic and Noncommunicable Disease Control and Prevention, Chinese Center for Disease Control and Prevention, Beijing, China
| | - Marie Ng
- Yong Loo Lin School of Medicine, National University of Singapore, Singapore
| | - Limin Wang
- National Center for Chronic and Noncommunicable Disease Control and Prevention, Chinese Center for Disease Control and Prevention, Beijing, China
| | - Maigeng Zhou
- National Center for Chronic and Noncommunicable Disease Control and Prevention, Chinese Center for Disease Control and Prevention, Beijing, China
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Islam FMA, Islam MA, Hosen MA, Lambert EA, Maddison R, Lambert GW, Thompson BR. Associations of physical activity levels, and attitudes towards physical activity with blood pressure among adults with high blood pressure in Bangladesh. PLoS One 2023; 18:e0280879. [PMID: 36735692 PMCID: PMC9897582 DOI: 10.1371/journal.pone.0280879] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/11/2021] [Accepted: 12/28/2022] [Indexed: 02/04/2023] Open
Abstract
BACKGROUND Physical activity is important for the control of high blood pressure (hypertension). We aimed to investigate the associations of current physical activity levels, sedentary time, knowledge of and attitude towards physical activity with blood pressure in people with hypertension in a rural area in Bangladesh. METHODS A total of 307 adults aged 30 to 75 years with hypertension were recruited from the Banshgram Union of Narial district as part of a cluster-randomized control trial. Current blood pressure was measured as the outcome variable. Associated variables included physical activity at work, travel to and from places, recreational activity, metabolic equivalent task (MET)-min, sedentary time, and awareness of and attitudes towards physical activity. Rasch analysis was used to compute a combined score from the five awareness of and attitudes towards physical activity items and categorized into 0-40 (towards negative attitude), 41-60 score (mixed attitude) and 61-100 (positive attitude). We used a generalised linear model to analyze the data. RESULTS Participants (n = 68, 22.1%) who engaged in vigorous-intensity physical activity that causes large increases in breathing or heart rate like carrying or lifting heavy loads, digging or construction work for at least 10 minutes continuously had lower systolic blood pressure (SBP) (mean (95% confidence interval (CI)), 143.6 (140.1, 147.2)) compared to those who did not take part in a vigorous-intensity physical activity (mean (95% CI), 150 (147.6, 152.3)). MET-min less than 600 min/week was significantly associated with higher SBP 153.8 (148.1, 159.6) than MET-min 600-2999 min/week 148.0 (143.0, 152.9) and MET-min>3000 min/week 146.9 (144.5, 149.3), p = 0.001 for trend. Sitting time more than four hours a day was associated with higher DBP 91.4 (89.7, 93.0) compared to those who had sitting time less than fours a day 88.6 (87.1, 90.1). People with positive attitudes were associated with a reduced SBP of 10.6 (0.36, 20.8) mmHg and DBP 5.88 (0.47, 11.3) compared to the people who had a negative attitude towards taking part in physical activity. CONCLUSIONS Participating in high physical activity and positive attitudes towards physical activity were associated with lower blood pressure levels. Physical activity awareness programs should be implemented to increase awareness of health benefits and increase participation in high physical activity.
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Affiliation(s)
- Fakir M. Amirul Islam
- School of Health Sciences, Swinburne University of Technology, Hawthorn, VIC, Australia
- Organisation for Rural Community Development (ORCD), Dariapur, Narail, Bangladesh
- * E-mail:
| | | | - Mohammad Arzan Hosen
- Organisation for Rural Community Development (ORCD), Dariapur, Narail, Bangladesh
| | - Elisabeth A. Lambert
- School of Health Sciences, Swinburne University of Technology, Hawthorn, VIC, Australia
- Iverson Health Innovation Research Institute, Swinburne University of Technology, Hawthorn, VIC, Australia
| | - Ralph Maddison
- Faculty of Health, Institute for Physical Activity and Nutrition (IPAN), Deakin University, Geelong, VIC, Australia
| | - Gavin W. Lambert
- School of Health Sciences, Swinburne University of Technology, Hawthorn, VIC, Australia
- Iverson Health Innovation Research Institute, Swinburne University of Technology, Hawthorn, VIC, Australia
| | - Bruce R. Thompson
- School of Health Sciences, Swinburne University of Technology, Hawthorn, VIC, Australia
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Johansson MS, Holtermann A, Marott JL, Prescott E, Schnohr P, Korshøj M, Søgaard K. The physical activity health paradox and risk factors for cardiovascular disease: A cross-sectional compositional data analysis in the Copenhagen City Heart Study. PLoS One 2022; 17:e0267427. [PMID: 35446893 PMCID: PMC9022831 DOI: 10.1371/journal.pone.0267427] [Citation(s) in RCA: 11] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/07/2021] [Accepted: 04/09/2022] [Indexed: 12/03/2022] Open
Abstract
Background Studies indicate that physical activity during leisure and work have opposite associations with cardiovascular disease (CVD) risk factors, referred to as the physical activity health paradox. We investigated how sedentary behaviour and physical activity types during leisure and work are associated with systolic blood pressure (SBP), waist circumference (WC), and low-density lipoprotein cholesterol (LDL-C) in an adult general population sample using compositional data analysis. Methods Participants wore accelerometers for 7 days (right thigh and iliac crest; 24 h/day) and had their SBP, WC, and LDL-C measured. Accelerometer data was analysed using the software Acti4 to derive daily time spent in sedentary behaviour and physical activity types. The measure of association was quantified by reallocating time between sedentary behaviour and 1) walking, and 2) high-intensity physical activity (HIPA; sum of climbing stairs, running, cycling, and rowing), during both domains. Results In total, 652 participants were included in the analyses (median wear time: 6 days, 23.8 h/day). During leisure, the results indicated that less sedentary behaviour and more walking or more HIPA was associated with lower SBP, while during work, the findings indicated an association with higher SBP. During both domains, the findings indicated that less sedentary behaviour and more HIPA was associated with a smaller WC and lower LDL-C. However, the findings indicated less sedentary behaviour and more walking to be associated with a larger WC and higher LDL-C, regardless of domain. Conclusions During leisure, less sedentary behaviour and more walking or HIPA seems to be associated with a lower SBP, but, during work, it seems to be associated with a higher SBP. No consistent differences between domains were observed for WC and LDL-C. These findings highlight the importance of considering the physical activity health paradox, at least for some risk factors for CVD.
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Affiliation(s)
- Melker S. Johansson
- Musculoskeletal Disorders and Physical Workload, National Research Centre for the Working Environment, Copenhagen, Denmark
- Department of Sports Science and Clinical Biomechanics, University of Southern Denmark, Odense, Denmark
- * E-mail:
| | - Andreas Holtermann
- Musculoskeletal Disorders and Physical Workload, National Research Centre for the Working Environment, Copenhagen, Denmark
- Department of Sports Science and Clinical Biomechanics, University of Southern Denmark, Odense, Denmark
| | - Jacob L. Marott
- The Copenhagen City Heart Study, Bispebjerg and Frederiksberg Hospital, Frederiksberg, Denmark
| | - Eva Prescott
- The Copenhagen City Heart Study, Bispebjerg and Frederiksberg Hospital, Frederiksberg, Denmark
- Department of Cardiology, Bispebjerg University Hospital, Copenhagen, Denmark
| | - Peter Schnohr
- The Copenhagen City Heart Study, Bispebjerg and Frederiksberg Hospital, Frederiksberg, Denmark
| | - Mette Korshøj
- Musculoskeletal Disorders and Physical Workload, National Research Centre for the Working Environment, Copenhagen, Denmark
- Department of Occupational and Social Medicine, Holbæk Hospital, Holbæk, Denmark
| | - Karen Søgaard
- Department of Sports Science and Clinical Biomechanics, University of Southern Denmark, Odense, Denmark
- Department of Clinical Research, University of Southern Denmark, Odense, Denmark
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Wang F, Wang X. Associations between PM2.5 exposure duration and physical activity intensity on the health of hypertension in urban residents of Beijing. ENVIRONMENTAL SCIENCE AND POLLUTION RESEARCH INTERNATIONAL 2021; 28:29742-29754. [PMID: 33569688 DOI: 10.1007/s11356-021-12698-z] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/07/2020] [Accepted: 01/25/2021] [Indexed: 06/12/2023]
Abstract
Hypertension is reported to be associated with air pollution and physical activity (PA), and they have different or even conflicting effects on blood pressure (BP). The study evaluated the combined effects of PM2.5 exposure duration and physical activity intensity on systolic blood pressure (SBP) and diastolic blood pressure (DBP) of hypertension. A total of 2613 patients (≥18-year-olds) at baseline who attended surveys from the China Health and Nutrition Survey (2011-2015) in Beijing were selected, as well as the PM2.5 data collected in the same period. The mixed linear effects model and multivariate analysis of variance (MANOVA) were used to explore the multiple effects of PM2.5 exposure duration and PA intensity on SBP and DBP, respectively. The correlation results indicated PM2.5 exposure duration (>15 days) occurred more significant correlations with DBP and longer PM2.5 exposures duration (>60 day) with SBP. The mixed linear effects model showed the important random terms of gender, PA levels, and BMI classification for both SBP and DBP. It also indicated the significant fixed effect from age for both SBP and DBP, and the significant fixed effects from PM2.5 and weight, as well as the interaction in DBP. The random effects of PA levels put effects on different weight people for SBP and on different age people for DBP, while the person of SBP exposed to PM2.5 environments may tend to be affected by BMI classification. The model's main effects showed PA and the interaction with gender could put significant effects on BP. The gender effects and the PA level effects were also improved by the MANOVA results. We concluded that the more PM2.5 exposure duration may lead to more significant correlation with higher BP values. The PA levels could lead to the different effects on the health showing the variations in age, gender, and BMI classification. For SBP of people who are exposed to PM2.5 environments, it may tend to be affected by BMI classification, which also may influence the DBP through weight adjusting first and then cause hypertension. The gender difference of BP may be affected by PA showing the higher PA level and the more gender difference.
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Affiliation(s)
- Fei Wang
- Sports Science Institute, Shanxi University, Taiyuan, 030006, Shanxi, China.
- School of Physical Education, Shanxi University, No. 92 Wucheng Road, Taiyuan, 030006, Shanxi, China.
| | - Xinyu Wang
- School of Physical Education, Shanxi University, No. 92 Wucheng Road, Taiyuan, 030006, Shanxi, China
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Byambasukh O, Snieder H, Corpeleijn E. Relation Between Leisure Time, Commuting, and Occupational Physical Activity With Blood Pressure in 125 402 Adults: The Lifelines Cohort. J Am Heart Assoc 2020; 9:e014313. [PMID: 32067583 PMCID: PMC7070226 DOI: 10.1161/jaha.119.014313] [Citation(s) in RCA: 37] [Impact Index Per Article: 7.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/05/2019] [Accepted: 10/29/2019] [Indexed: 01/11/2023]
Abstract
Background Whether all domains of daily-life moderate-to-vigorous physical activity (MVPA) are associated with lower blood pressure (BP) and how this association depends on age and body mass index remains unclear. Methods and Results In the population-based Lifelines cohort (N=125 402), MVPA was assessed by the Short Questionnaire to Assess Health-Enhancing Physical Activity, a validated questionnaire in different domains such as commuting, leisure-time, and occupational PA. BP was assessed using the last 3 of 10 measurements after 10 minutes' rest in the supine position. Hypertension was defined as systolic BP ≥140 mm Hg and/or diastolic BP ≥90 mm Hg and/or use of antihypertensives. In regression analysis, higher commuting and leisure-time but not occupational MVPA related to lower BP and lower hypertension risk. Commuting-and-leisure-time MVPA was associated with BP in a dose-dependent manner. β Coefficients (95% CI) from linear regression analyses were -1.64 (-2.03 to -1.24), -2.29 (-2.68 to -1.90), and finally -2.90 (-3.29 to -2.50) mm Hg systolic BP for the low, middle, and highest tertile of MVPA compared with "No MVPA" as the reference group after adjusting for age, sex, education, smoking and alcohol use. Further adjustment for body mass index attenuated the associations by 30% to 50%, but more MVPA remained significantly associated with lower BP and lower risk of hypertension. This association was age dependent. β Coefficients (95% CI) for the highest tertiles of commuting-and-leisure-time MVPA were -1.67 (-2.20 to -1.15), -3.39 (-3.94 to -2.82) and -4.64 (-6.15 to -3.14) mm Hg systolic BP in adults <40, 40 to 60, and >60 years, respectively. Conclusions Higher commuting and leisure-time but not occupational MVPA were significantly associated with lower BP and lower hypertension risk at all ages, but these associations were stronger in older adults.
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Affiliation(s)
- Oyuntugs Byambasukh
- Department of EpidemiologyUniversity Medical Center GroningenUniversity of GroningenGroningenThe Netherlands
- Department of Internal MedicineMongolian National University of Medical SciencesUlaanbaatarMongolia
| | - Harold Snieder
- Department of EpidemiologyUniversity Medical Center GroningenUniversity of GroningenGroningenThe Netherlands
| | - Eva Corpeleijn
- Department of EpidemiologyUniversity Medical Center GroningenUniversity of GroningenGroningenThe Netherlands
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Wang Q. Changes in blood pressure during the transition of retirement: the role of physical activity in China. J Hum Hypertens 2019; 34:536-543. [PMID: 31664173 DOI: 10.1038/s41371-019-0277-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/02/2019] [Revised: 10/09/2019] [Accepted: 10/10/2019] [Indexed: 11/09/2022]
Abstract
As baby boomers begin to retire, China faces an unprecedented transition in its labor market. A healthy transition into retirement, whereby a health status is retained, can curb medical care expenditures. However, little is known about health effects of retirement in China. Thus, this study investigated whether and to what extent retirement affected retirees' blood pressure, and the role that leisure physical activity played in this relationship. We used a nationally representative panel data collected during the 2004, 2006, 2009, and 2011 waves of the Chinese Health Nutrition Survey. Respondents who were older than 35 years and younger than 70 were included; our final sample size was 26,190. A four-step mediation model was constructed to examine the relationships between retirement, leisure physical activity, and blood pressure. Retirement predicted an decrease in systolic (coefficient of length time of retirement: -0.117; standard error:0.041; p < 0.01) and diastolic blood pressure level (coefficient of length time of retirement: -0.204; standard error: 0.062; p < 0.01), and a lower prevalence of hypertension (odd ratio of length time of retirement: 0.979; 95% CI: 0.968-0.990; p < 0.01) without leisure physical activity adjusted. However, these effects were reduced when the effects of physical activity were controlled for. A mediation effect of physical activity on the association between retirement and likelihood of hypertension/blood pressure was observed. These findings have implications for public policy that aims to promote health by taking advantage of postretirement adaptation; specifically, the findings suggest that the promotion of physical activity may facilitate a healthier transition into retirement.
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Affiliation(s)
- Qing Wang
- School of Public Health, Shandong University, Jinan, 250100, Shandong, China. .,Institute for Medical Dataology, Shandong University, 250002, Jinan, China.
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Breteler MJ, Janssen JH, Spiering W, Kalkman CJ, van Solinge WW, Dohmen DA. Measuring Free-Living Physical Activity With Three Commercially Available Activity Monitors for Telemonitoring Purposes: Validation Study. JMIR Form Res 2019; 3:e11489. [PMID: 31017587 PMCID: PMC6505372 DOI: 10.2196/11489] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/06/2018] [Revised: 11/28/2018] [Accepted: 01/27/2019] [Indexed: 12/25/2022] Open
Abstract
Background Remote monitoring of physical activity in patients with chronic conditions could be useful to offer care professionals real-time assessment of their patient’s daily activity pattern to adjust appropriate treatment. However, the validity of commercially available activity trackers that can be used for telemonitoring purposes is limited. Objective The purpose of this study was to test usability and determine the validity of 3 consumer-level activity trackers as a measure of free-living activity. Methods A usability evaluation (study 1) and validation study (study 2) were conducted. In study 1, 10 individuals wore one activity tracker for a period of 30 days and filled in a questionnaire on ease of use and wearability. In study 2, we validated three selected activity trackers (Apple Watch, Misfit Shine, and iHealth Edge) and a fourth pedometer (Yamax Digiwalker) against the reference standard (Actigraph GT3X) in 30 healthy participants for 72 hours. Outcome measures were 95% limits of agreement (LoA) and bias (Bland-Altman analysis). Furthermore, median absolute differences (MAD) were calculated. Correction for bias was estimated and validated using leave-one-out cross validation. Results Usability evaluation of study 1 showed that iHealth Edge and Apple Watch were more comfortable to wear as compared with the Misfit Flash. Therefore, the Misfit Flash was replaced by Misfit Shine in study 2. During study 2, the total number of steps of the reference standard was 21,527 (interquartile range, IQR 17,475-24,809). Bias and LoA for number of steps from the Apple Watch and iHealth Edge were 968 (IQR −5478 to 7414) and 2021 (IQR −4994 to 9036) steps. For Misfit Shine and Yamax Digiwalker, bias was −1874 and 2004, both with wide LoA of (13,869 to 10,121) and (−10,932 to 14,940) steps, respectively. The Apple Watch noted the smallest MAD of 7.7% with the Actigraph, whereas the Yamax Digiwalker noted the highest MAD (20.3%). After leave-one-out cross validation, accuracy estimates of MAD of the iHealth Edge and Misfit Shine were within acceptable limits with 10.7% and 11.3%, respectively. Conclusions Overall, the Apple Watch and iHealth Edge were positively evaluated after wearing. Validity varied widely between devices, with the Apple Watch being the most accurate and Yamax Digiwalker the least accurate for step count in free-living conditions. The iHealth Edge underestimates number of steps but can be considered reliable for activity monitoring after correction for bias. Misfit Shine overestimated number of steps and cannot be considered suitable for step count because of the low agreement. Future studies should focus on the added value of remotely monitoring activity patterns over time in chronic patients.
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Affiliation(s)
- Martine Jm Breteler
- Department of Anesthesiology, University Medical Center Utrecht, Utrecht University, Utrecht, Netherlands.,FocusCura, Driebergen-Rijsenburg, Netherlands
| | | | - Wilko Spiering
- Department of Vascular Medicine, University Medical Center Utrecht, Utrecht University, Utrecht, Netherlands
| | - Cor J Kalkman
- Department of Anesthesiology, University Medical Center Utrecht, Utrecht University, Utrecht, Netherlands
| | - Wouter W van Solinge
- Department of Clinical Chemistry and Haematology, University Medical Center Utrecht, Utrecht University, Utrecht, Netherlands
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Vitale JA, Lombardi G, Weydahl A, Banfi G. Biological rhythms, chronodisruption and chrono-enhancement: The role of physical activity as synchronizer in correcting steroids circadian rhythm in metabolic dysfunctions and cancer. Chronobiol Int 2018; 35:1185-1197. [DOI: 10.1080/07420528.2018.1475395] [Citation(s) in RCA: 25] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/28/2022]
Affiliation(s)
- Jacopo Antonino Vitale
- Laboratory of Biological Structure Biomechanics, IRCCS Istituto Ortopedico Galeazzi, Milano, Italia
| | - Giovanni Lombardi
- Laboratory of Experimental Biochemistry & Molecular Biology, IRCCS Istituto Ortopedico Galeazzi, Milano, Italia
| | - Andi Weydahl
- UiT-The Arctic University of Norway, Alta, Norway
| | - Giuseppe Banfi
- Laboratory of Experimental Biochemistry & Molecular Biology, IRCCS Istituto Ortopedico Galeazzi, Milano, Italia
- Vita-Salute San Raffaele University, Milano, Italia
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Bendinelli B, Masala G, Bruno RM, Caini S, Saieva C, Boninsegni A, Ungar A, Ghiadoni L, Palli D. A priori dietary patterns and blood pressure in the EPIC Florence cohort: a cross-sectional study. Eur J Nutr 2018; 58:455-466. [PMID: 29951936 DOI: 10.1007/s00394-018-1758-2] [Citation(s) in RCA: 18] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/16/2018] [Accepted: 06/20/2018] [Indexed: 12/18/2022]
Abstract
PURPOSE Several foods and nutrients have been independently associated with systolic (SBP) and diastolic (DBP) blood pressure values. This study aimed to evaluate the effects of combined dietary habits on SBP and DBP values in a large cohort of healthy adults, with a cross-sectional design. Adherence of participants to four a priori dietary patterns was considered: the Healthy Eating Index 2010 (HEI-2010); the Dietary Approaches to Stop Hypertension (DASH); the Greek Mediterranean Diet Score (MDS); and the Italian Mediterranean Index (IMI). METHODS Overall, 13,597 volunteers (35-64 years) were enrolled in 1993-1998 in the EPIC-Florence cohort. Information on dietary habits, anthropometry, smoking status, education, physical activity habits, previous diagnosis of hypertension and SBP and DBP measurements were collected at baseline. Multivariate regression models were performed on 10,163 individuals (7551 women) after excluding subjects with prevalent hypertension. RESULTS IMI, DASH and HEI-2010 were significantly and inversely associated with SBP and DBP values in the total population. The strongest association emerged between IMI and SBP (β - 1.80 excellent adherence vs low adherence, 95% CI - 2.99; - 0.61, p trend 0.001) and DBP (β - 1.12, 95% CI - 1.869; - 0.39, p trend 0.001) values. In sub-group analyses, an inverse association also emerged between IMI and SBP and DBP values among females and between DASH and DBP among males. MDS was not associated with SBP or DBP. CONCLUSION Overall, this study, carried out in a large cohort of healthy adults from Tuscany (Central Italy), showed inverse significant associations between specific a priori dietary patterns, identifying general models of health-conscious diet, and blood pressure values.
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Affiliation(s)
- B Bendinelli
- Cancer Risk Factors and Lifestyle Epidemiology Unit, Institute for cancer research, prevention and clinical network, ISPRO, Via delle Oblate 4, 50141, Florence, Italy
| | - G Masala
- Cancer Risk Factors and Lifestyle Epidemiology Unit, Institute for cancer research, prevention and clinical network, ISPRO, Via delle Oblate 4, 50141, Florence, Italy.
| | - R M Bruno
- Department of Clinical and Experimental Medicine, University of Pisa, Pisa, Italy
| | - S Caini
- Cancer Risk Factors and Lifestyle Epidemiology Unit, Institute for cancer research, prevention and clinical network, ISPRO, Via delle Oblate 4, 50141, Florence, Italy
| | - C Saieva
- Cancer Risk Factors and Lifestyle Epidemiology Unit, Institute for cancer research, prevention and clinical network, ISPRO, Via delle Oblate 4, 50141, Florence, Italy
| | - A Boninsegni
- Cancer Risk Factors and Lifestyle Epidemiology Unit, Institute for cancer research, prevention and clinical network, ISPRO, Via delle Oblate 4, 50141, Florence, Italy
| | - A Ungar
- Division of Geriatric Cardiology and Medicine, University of Florence, Florence, Italy.,Azienda Ospedaliero-Universitaria Careggi, Florence, Italy
| | - L Ghiadoni
- Department of Clinical and Experimental Medicine, University of Pisa, Pisa, Italy
| | - D Palli
- Cancer Risk Factors and Lifestyle Epidemiology Unit, Institute for cancer research, prevention and clinical network, ISPRO, Via delle Oblate 4, 50141, Florence, Italy
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