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de Wolf I, Elevelt A, van Nassau F, Toepoel V, de Hollander E, Kompier ME, Luiten A, Schouten B, Wendel-Vos GCW, van der Ploeg HP. Comparing national device-based physical activity surveillance systems: a systematic review. Int J Behav Nutr Phys Act 2024; 21:67. [PMID: 38961445 PMCID: PMC11223351 DOI: 10.1186/s12966-024-01612-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/15/2023] [Accepted: 06/05/2024] [Indexed: 07/05/2024] Open
Abstract
BACKGROUND Physical activity surveillance systems are important for public health monitoring but rely mostly on self-report measurement of physical activity. Integration of device-based measurements in such systems can improve population estimates, however this is still relatively uncommon in existing surveillance systems. This systematic review aims to create an overview of the methodology used in existing device-based national PA surveillance systems. METHODS Four literature databases (PubMed, Embase.com, SPORTDiscus and Web of Science) were searched, supplemented with backward tracking. Articles were included if they reported on population-based (inter)national surveillance systems measuring PA, sedentary time and/or adherence to PA guidelines. When available and in English, the methodological reports of the identified surveillance studies were also included for data extraction. RESULTS This systematic literature search followed the PRISMA guidelines and yielded 34 articles and an additional 18 methodological reports, reporting on 28 studies, which in turn reported on one or multiple waves of 15 different national and 1 international surveillance system. The included studies showed substantial variation between (waves of) systems in number of participants, response rates, population representativeness and recruitment. In contrast, the methods were similar on data reduction definitions (e.g. minimal number of valid days, non-wear time and necessary wear time for a valid day). CONCLUSIONS The results of this review indicate that few countries use device-based PA measurement in their surveillance system. The employed methodology is diverse, which hampers comparability between countries and calls for more standardized methods as well as standardized reporting on these methods. The results from this review can help inform the integration of device-based PA measurement in (inter)national surveillance systems.
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Affiliation(s)
- Inge de Wolf
- Department of Public and Occupational Health, Amsterdam UMC, Vrije Universiteit Amsterdam, Amsterdam Public Health Research Institute, van der Boechorststraat 7, Amsterdam, 1081BT, the Netherlands.
- Statistics Netherlands, CBS-weg 11, Heerlen, 6412EX, the Netherlands.
| | - Anne Elevelt
- Statistics Netherlands, CBS-weg 11, Heerlen, 6412EX, the Netherlands
| | - Femke van Nassau
- Department of Public and Occupational Health, Amsterdam UMC, Vrije Universiteit Amsterdam, Amsterdam Public Health Research Institute, van der Boechorststraat 7, Amsterdam, 1081BT, the Netherlands
| | - Vera Toepoel
- Statistics Netherlands, CBS-weg 11, Heerlen, 6412EX, the Netherlands
| | - Ellen de Hollander
- National Institute for Public Health and the Environment, Antonie van Leeuwenhoeklaan 9, 3721MA, Bilthoven, the Netherlands
| | - Maaike E Kompier
- Statistics Netherlands, CBS-weg 11, Heerlen, 6412EX, the Netherlands
| | - Annemieke Luiten
- Statistics Netherlands, CBS-weg 11, Heerlen, 6412EX, the Netherlands
| | - Barry Schouten
- Statistics Netherlands, Henri Faasdreef 312, 2492JP, The Hague, the Netherlands
| | - G C Wanda Wendel-Vos
- National Institute for Public Health and the Environment, Antonie van Leeuwenhoeklaan 9, 3721MA, Bilthoven, the Netherlands
| | - Hidde P van der Ploeg
- Department of Public and Occupational Health, Amsterdam UMC, Vrije Universiteit Amsterdam, Amsterdam Public Health Research Institute, van der Boechorststraat 7, Amsterdam, 1081BT, the Netherlands
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Time Trends of Step-Determined Physical Activity Among Adolescents With Different Activity Levels in Czech Republic. J Phys Act Health 2022; 19:592-598. [PMID: 35940579 DOI: 10.1123/jpah.2022-0205] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/20/2022] [Revised: 06/20/2022] [Accepted: 07/13/2022] [Indexed: 11/18/2022]
Abstract
BACKGROUND This study aimed to present step-determined physical activity trends in adolescents with different activity levels over a period of 10 years. METHODS Pedometers were used to monitor weekly physical activity in 1855 boys and 2648 girls aged 15-19 years recruited from 155 schools in the Czech Republic between 2009 and 2018. Trends for average steps/day and percent of accumulating various levels of steps/day (<10,000, 10,000-13,000, and >13,000 steps/d) were analyzed by sex. RESULTS There was a statistically significant decrease in average steps/day between 2009-2010 and 2017-2018 in boys from 12,355 (3936) steps/d to 10,054 (3730) steps/d and girls from 11,501 (3278) steps/d to 10,216 (3288) steps/d. The percent accumulating <10,000 steps/d increased by 21% in boys and 12% in girls. The percent achieving >13,000 steps/d decreased by 17% in boys and 10% in girls. CONCLUSIONS Objectively collected evidence indicates an overall decrease in Czech adolescents' steps/day over a 10-year period concurrent with an increase in the percent of boys and girls accumulating <10,000 steps/d. These trends are concerning as they portend a decline in physical activity as adolescents transition to adulthood and continue to age, which also may have major health implications.
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Benes M, Kachlik D, Lev D, Kunc V. Accessory heads of the biceps brachii muscle: A systematic review and meta-analysis. J Anat 2022; 241:461-477. [PMID: 35412670 DOI: 10.1111/joa.13666] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/21/2021] [Revised: 03/21/2022] [Accepted: 03/28/2022] [Indexed: 11/29/2022] Open
Abstract
The anatomy of the biceps brachii muscle has been a subject of interest to many researchers. In particular, the presence of one or more accessory heads has been reported to be the most common variation of the biceps brachii muscle. In fact, contemporary knowledge is quite inconsistent and lacks a definitive summary. Taking this into account, the present study aims to investigate the overall prevalence of the accessory heads and related questions, such as their broad morphological features, population variance, sexual dimorphism, side distribution or the changes in prevalence rates over time. A literature search of major scientific databases was conducted and produced 78 eligible articles, including 10,603 upper limbs, for our study. Relevant data were extracted and consequently analysed with the use of random-effects meta-analysis. As a result, the accessory heads occur with an overall prevalence of 9.6% (95% CI 8-11%) and by far the most common is the presence of a single accessory head (8.4%; 95% CI 7-10%). Additional sub-analyses revealed that accessory heads appear more frequently unilaterally and in males. Differences between the occurrence on the right or left side were not significant. Moreover, a decreasing trend in prevalence rates over time was observed, pointing towards an evolutionary adaptation. The innervation and blood supply of the accessory heads are nearly identical to that of the normal biceps brachii muscle. Although the accessory heads are usually asymptomatic, their potential presence must be kept in mind while interpreting various conditions. In addition, their direct clinical importance is speculated and is thought that they might be conductive to several pathological processes around the shoulder girdle and brachial region. While many of the morphological and morphometric aspects of the accessory heads are well documented, their functional value is still a matter for future investigations.
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Affiliation(s)
- Michal Benes
- Department of Anatomy, Second Faculty of Medicine, Charles University, Prague, Czech Republic
| | - David Kachlik
- Department of Anatomy, Second Faculty of Medicine, Charles University, Prague, Czech Republic.,Department of Health Care Studies, College of Polytechnics, Jihlava, Czech Republic
| | - David Lev
- Czech University of Life Sciences, Prague, Czech Republic
| | - Vojtech Kunc
- Department of Anatomy, Second Faculty of Medicine, Charles University, Prague, Czech Republic.,Clinic of Trauma Surgery, Masaryk Hospital, Usti nad Labem, Czech Republic
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Conger SA, Toth LP, Cretsinger C, Raustorp A, Mitáš J, Inoue S, Bassett DR. Time Trends in Physical Activity Using Wearable Devices: A Systematic Review and Meta-analysis of Studies from 1995 to 2017. Med Sci Sports Exerc 2022; 54:288-298. [PMID: 34559725 DOI: 10.1249/mss.0000000000002794] [Citation(s) in RCA: 22] [Impact Index Per Article: 11.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022]
Abstract
INTRODUCTION Conflicting evidence exists on whether physical activity (PA) levels of humans have changed over the last quarter-century. The main objective of this study was to determine if there is evidence of time trends in PA, from cross-sectional studies that assessed PA at different time points using wearable devices (e.g., pedometers and accelerometers). A secondary objective was to quantify the rate of change in PA. METHODS A systematic literature review was conducted of English-language studies indexed in PubMed, SPORTDiscus, and Web of Science (1960-2020) using search terms (time OR temporal OR secular) AND trends AND (steps per day OR pedometer OR accelerometer OR MVPA). Subsequently, a meta-analytic approach was used to aggregate data from multiple studies and to examine specific factors (i.e., sex, age-group, sex and age-group, and PA metric). RESULTS Based on 16 peer-reviewed scientific studies conducted between 1995 and 2017, levels of ambulatory PA are trending downward in developed countries. Significant declines were seen in both males and females (P < 0.001) as well as in children (P = 0.020), adolescents (P < 0.001), and adults (P = 0.004). The average study duration was 9.4 yr (accelerometer studies, 5.3 yr; pedometer studies, 10.8 yr). For studies that assessed steps, the average change in PA was -1118 steps per day over the course of the study (P < 0.001), and adolescents had the greatest change in PA at -2278 steps per day (P < 0.001). Adolescents also had the steepest rate of change over time, expressed in steps per day per decade. CONCLUSIONS Evidence from studies conducted in eight developed nations over a 22-yr period indicates that PA levels have declined overall, especially in adolescents. This study emphasizes the need for continued research tracking time trends in PA using wearable devices.
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Affiliation(s)
- Scott A Conger
- Department of Kinesiology, Boise State University, Boise, ID
| | - Lindsay P Toth
- Department of Clinical and Applied Movement Sciences, University of North Florida, Jacksonville, FL
| | - Channie Cretsinger
- Department of Kinesiology, Recreation, and Sport Studies, University of Tennessee, Knoxville, TN
| | - Anders Raustorp
- Department of Food, Nutrition, and Sport Science, University of Gothenburg, Gothenburg, SWEDEN
| | - Josef Mitáš
- Faculty of Physical Culture, Palacký University, Olomouc, CZECH REPUBLIC
| | - Shigeru Inoue
- Department of Preventive Medicine and Public Health, Tokyo Medical University, Tokyo, JAPAN
| | - David R Bassett
- Department of Kinesiology, Recreation, and Sport Studies, University of Tennessee, Knoxville, TN
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Associations Between Major Life Changes and Pedometer-Determined Physical Activity Over 4 Years in Middle-Aged Adults in the Cardiovascular Risk in Young Finns Study. J Phys Act Health 2021; 18:199-205. [PMID: 33465763 DOI: 10.1123/jpah.2019-0124] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/05/2019] [Revised: 10/19/2020] [Accepted: 11/18/2020] [Indexed: 11/18/2022]
Abstract
BACKGROUND To examine if major life changes over a 4-year period among 34- to 49-year-old adults (mean = 41.8, SD = 5.0) were associated with a change in physical activity in men (37.7%) and women (62.3%). METHODS Daily steps and aerobic steps (steps that lasted for at least 10 min without interruption at a pace of >60 steps/min) were collected from 1051 participants in 2007 and 2011. Changes in marital status, work status, and residence and the birth of a child were determined from both time points. A latent change score model was used to examine mean changes in daily total steps, aerobic steps, and nonaerobic steps (total steps minus aerobic steps). RESULTS Women who had a first child in the 4-year period had a decrease in their nonaerobic steps (P = .001). Men who divorced in the 4-year period had a decrease in their nonaerobic steps (P = .020), whereas women who recoupled decreased their total steps (P = .030). CONCLUSIONS Counseling for parents having a first child on how to increase physical activity in their everyday life could potentially have an influence on an individual's physical activity.
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Sigmundová D, Sigmund E, Badura P, Hollein T. Parent-Child Physical Activity Association in Families With 4-to 16-Year-Old Children. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2020; 17:ijerph17114015. [PMID: 32516925 PMCID: PMC7312858 DOI: 10.3390/ijerph17114015] [Citation(s) in RCA: 15] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 05/01/2020] [Revised: 06/01/2020] [Accepted: 06/03/2020] [Indexed: 01/09/2023]
Abstract
Background: The main aim of this study was to quantify the associations between parents’ and children’s physical activity by age, gender, and the day of the week on the basis of a pedometer-measured step count (SC). Methods: The sample comprised data from 4-to 16-year-old children and their parents from the Czech Republic (1102 mother-child dyads and 693 father-child dyads). The parents and their children wore the Yamax SW200 pedometer during seven days of monitoring. Results: The strongest SC association was found between mothers and daughters aged 4–7.9 years on weekdays (rp = 0.402; p < 0.01) and at weekends (rp = 0.577; p < 0.01). In children aged 8–16, the parent-child association is gender-specific, with the father-son relationship being dominant, especially at weekends (weekend SC: fathers-sons8–11.9 y rp = 0.416, p < 0.01; fathers-sons12–16 y rp = 0.443, p < 0.01). An increase of 1000 steps in the fathers (mothers) is associated with an increase of more than 400 (200) steps in their sons (daughters). Conclusions: This study confirms a strong parent-child SC relationship in children younger than eight years of age. In older children, the parent-child SC association is gender-specific and dominated by the father-son relationship, particularly on weekends. The SC associations that are revealed can be used for the development of physical activity programs for adolescents.
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Affiliation(s)
- Shigeho Tanaka
- Department of Nutrition and Metabolism, National Institute of Health and Nutrition, National Institutes of Biomedical Innovation, Health and Nutrition, Tokyo, Japan
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Salin K, Hirvensalo M, Kankaanpää A, Magnussen CG, Yang X, Hutri-Kähönen N, Viikari J, Raitakari OT, Telama R, Tammelin TH. Associations of partnering transition and socioeconomic status with a four-year change in daily steps among Finnish adults. Scand J Public Health 2018; 47:722-729. [DOI: 10.1177/1403494818807558] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022]
Abstract
Aim: The aim of this prospective four-year follow-up study was to examine how socioeconomic status (SES) and change in marital status are associated with the change in pedometer-measured physical activity (PA) in adulthood among participants in the ‘Cardiovascular Risk in Young Finns Study’. Methods: Questionnaires were completed and pedometers worn at baseline in 2007 and again at follow-up in 2011 by 1051 Finnish adults (62.3% female, aged 30–45 years in 2007). A latent change score model was used to examine mean change in daily total steps, aerobic steps and non-aerobic steps during weekdays and weekend days between 2007 and 2011. Results: In women re-coupling or finding a new partner was associated with decrease in total steps ( p=0.010) and being single was associated with increase in non-aerobic steps ( p=0.047) during weekdays from 2007 to 2011 compared to women who were married. In men, divorcing was associated with decrease in non-aerobic steps ( p=0.049). Conclusions: In order to promote PA in the general population of adults, it is recommended to pay attention to people with lower SES and those who have had changes in their marital status. These factors could be taken into account when developing strategies to promote PA among the adult population.
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Affiliation(s)
- Kasper Salin
- Faculty of Sport & Health Sciences, University of Jyväskylä, Finland
| | - Mirja Hirvensalo
- Faculty of Sport & Health Sciences, University of Jyväskylä, Finland
| | - Anna Kankaanpää
- LIKES Research Centre for Physical Activity and Health, Jyväskylä, Finland
| | - Costan G. Magnussen
- Department of Medicine and Division of Medicine, University of Turku and Turku University Hospital, Finland
- Menzies Institute for Medical Research, University of Tasmania, Australia
| | - Xiaolin Yang
- LIKES Research Centre for Physical Activity and Health, Jyväskylä, Finland
| | - Nina Hutri-Kähönen
- Department of Pediatrics, University of Tampere and Tampere University Hospital, Finland
| | - Jorma Viikari
- Department of Medicine and Division of Medicine, University of Turku and Turku University Hospital, Finland
| | - Olli T. Raitakari
- Department of Medicine and Division of Medicine, University of Turku and Turku University Hospital, Finland
| | - Risto Telama
- Faculty of Sport & Health Sciences, University of Jyväskylä, Finland
| | - Tuija H. Tammelin
- LIKES Research Centre for Physical Activity and Health, Jyväskylä, Finland
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John D, Morton A, Arguello D, Lyden K, Bassett D. "What Is a Step?" Differences in How a Step Is Detected among Three Popular Activity Monitors That Have Impacted Physical Activity Research. SENSORS 2018; 18:s18041206. [PMID: 29662048 PMCID: PMC5948774 DOI: 10.3390/s18041206] [Citation(s) in RCA: 47] [Impact Index Per Article: 7.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 02/28/2018] [Revised: 04/08/2018] [Accepted: 04/12/2018] [Indexed: 11/09/2022]
Abstract
(1) Background: This study compared manually-counted treadmill walking steps from the hip-worn DigiwalkerSW200 and OmronHJ720ITC, and hip and wrist-worn ActiGraph GT3X+ and GT9X; determined brand-specific acceleration amplitude (g) and/or frequency (Hz) step-detection thresholds; and quantified key features of the acceleration signal during walking. (2) Methods: Twenty participants (Age: 26.7 ± 4.9 years) performed treadmill walking between 0.89-to-1.79 m/s (2–4 mph) while wearing a hip-worn DigiwalkerSW200, OmronHJ720ITC, GT3X+ and GT9X, and a wrist-worn GT3X+ and GT9X. A DigiwalkerSW200 and OmronHJ720ITC underwent shaker testing to determine device-specific frequency and amplitude step-detection thresholds. Simulated signal testing was used to determine thresholds for the ActiGraph step algorithm. Steps during human testing were compared using bias and confidence intervals. (3) Results: The OmronHJ720ITC was most accurate during treadmill walking. Hip and wrist-worn ActiGraph outputs were significantly different from the criterion. The DigiwalkerSW200 records steps for movements with a total acceleration of ≥1.21 g. The OmronHJ720ITC detects a step when movement has an acceleration ≥0.10 g with a dominant frequency of ≥1 Hz. The step-threshold for the ActiLife algorithm is variable based on signal frequency. Acceleration signals at the hip and wrist have distinctive patterns during treadmill walking. (4) Conclusions: Three common research-grade physical activity monitors employ different step-detection strategies, which causes variability in step output.
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Affiliation(s)
- Dinesh John
- Department of Health Sciences, Northeastern University, Boston, MA 02115, USA.
| | - Alvin Morton
- Department of Kinesiology, Recreation, and Sport Studies, University of Tennessee, Knoxville, TN 37996 USA.
| | - Diego Arguello
- Department of Health Sciences, Northeastern University, Boston, MA 02115, USA.
| | - Kate Lyden
- KAL Research/Consulting, Denver, CO 80206, USA.
| | - David Bassett
- Department of Kinesiology, Recreation, and Sport Studies, University of Tennessee, Knoxville, TN 37996 USA.
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Changes in Daily Steps and Body Mass Index and Waist to Height Ratio during Four Year Follow-Up in Adults: Cardiovascular Risk in Young Finns Study. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2017; 14:ijerph14091015. [PMID: 28872597 PMCID: PMC5615552 DOI: 10.3390/ijerph14091015] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 06/30/2017] [Revised: 08/17/2017] [Accepted: 09/01/2017] [Indexed: 02/08/2023]
Abstract
Aims: Over the study years, there was a significant increase in body mass index (BMI) and waist-to-height ratio (WtHR) in middle aged Finnish adults. Methods: Data were obtained from 1033 Finnish adults from the Cardiovascular Risk in Young Finns Study in 2007 and 2011. Cohort study participants wore an Omron Walking Style One (HJ-152R-E) pedometer for five days and were grouped into those who increased, maintained and decreased their steps between 2007 and 2011. Paired samples t-test was used to compare body mass index (BMI) and waist-to-height ratio (WtHR) change values between the change groups in study years. Results: Among study population BMI and WtHR increase between study years was statistically significant (p < 0.001). Only those, who increased their total steps for at least 2000 steps, maintained their BMI in the same level, while people who decreased or maintained their total steps in the same level, BMI and WtHR increased during four years follow-up. Conclusions: This data suggests that increasing steps in middle age is associated with maintaining BMI at the same level.
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