1
|
Martin J, Estep A, Tozcko M, Hartzel B, Boolani A. Relationships between grit and lifestyle factors in undergraduate college students during the COVID-19 pandemic. JOURNAL OF AMERICAN COLLEGE HEALTH : J OF ACH 2024; 72:614-622. [PMID: 35325588 DOI: 10.1080/07448481.2022.2052078] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/23/2021] [Revised: 12/23/2021] [Accepted: 03/07/2022] [Indexed: 06/14/2023]
Abstract
Objective: To investigate the influence of grit on physical activity, sleep and diet in undergraduate students during the COVID-19 pandemic. Participants: 125 undergraduate students participated in the study. Participants completed an online survey while enrolled in an online class during June, 2020. Methods: The online questionairre featured the following validated survey instruments: International Physical Activity Questionnaire Short Form, Pittsburgh Sleep Quality Index, the Rapid Eating Assessment for Participants Short Form and the grit short form. Effects of grit on lifestyle behaviors were explored using several statistical approaches. Results: We found that individuals with more grit reported better eating and sleeping behaviors compared to those with less grit. However, we did not find an influence of grit on physical activity or sitting time. Conclusion: Our findings support that personality traits encompassed in grit contribute to college students reporting healthier dietary habits and better sleep quality during a global pandemic.
Collapse
Affiliation(s)
- Joel Martin
- Sports Medicine Assessment Research & Testing (SMART) Laboratory, George Mason University, Manassas, Virginia, USA
| | - Amanda Estep
- Austin Peay State University, Clarksville, Tennessee, USA
| | - Michael Tozcko
- Sports Medicine Assessment Research & Testing (SMART) Laboratory, George Mason University, Manassas, Virginia, USA
| | - Bailey Hartzel
- Sports Medicine Assessment Research & Testing (SMART) Laboratory, George Mason University, Manassas, Virginia, USA
| | - Ali Boolani
- Department of Physical Therapy, Clarkson University, Potsdam, New York, USA
- Department of Biology, Clarkson University, Potsdam, New York, USA
| |
Collapse
|
2
|
Zhou H, Zhang Y, Han X, Dai X, Lou L, Hou X, Zhou C, Liu Z, Zhang W. Athlete students lead a healthier life than their non-athlete peers: A cross-sectional study of health behaviors, depression, and perceived health status among university students. Front Psychol 2022; 13:923667. [PMID: 35992447 PMCID: PMC9386144 DOI: 10.3389/fpsyg.2022.923667] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/19/2022] [Accepted: 07/05/2022] [Indexed: 11/13/2022] Open
Abstract
Some studies show that athlete students are more likely to engage in health-risk behaviors with negative health consequences, while others suggest that they lead a healthier life than their non-athlete peers. Given these inconsistent results, this study aims to compare health behaviors, depression, and perceived health status between athlete and non-athlete students, and explore the associations between health behaviors and health outcomes. An online questionnaire survey including Heath Habits Scale for five health-risk behaviors and five health-promoting behaviors, Patient Health Questionnaire-9 (PHQ-9), and 5-point scale for perceived health status was conducted in Beijing Sports University in March 2021. Data from 372 athlete students and 252 non-athlete students aging from 18 to 22 were included in this study. Chi-squared tests and t-tests were used to determine differences between athlete and non-athlete samples, and logistic regression analyses were conducted to examine the associations of health behaviors with depression and perceived health status. The significance level was p < 0.05. The results show that compared with non-athlete students, athlete students perform better in health habits (10.01 vs. 8.27), report lower proportion of depression (44.6% vs. 54.4%) and higher proportion of good health (77.2% vs. 55.6%). Health behaviors, such as getting adequate sleeping, participating in vigorous physical activity, overeating, and smoking, were significantly associated with health outcomes of athlete students. The findings may contribute to the better understanding of health behaviors in athlete students and warrant continued attention on mental health and health habits in this population.
Collapse
Affiliation(s)
- Huixuan Zhou
- School of Sport Science, Beijing Sport University, Beijing, China
- Key Laboratory of Ministry of Education for Sports and Physical Health, Beijing Sport University, Beijing, China
| | - Yufei Zhang
- School of Sport Science, Beijing Sport University, Beijing, China
| | - Xueyan Han
- Peking University First Hospital, Beijing, China
| | - Xiaotong Dai
- School of Sport Science, Beijing Sport University, Beijing, China
- Key Laboratory of Ministry of Education for Sports and Physical Health, Beijing Sport University, Beijing, China
| | - Litian Lou
- School of Sport Science, Beijing Sport University, Beijing, China
| | - Xiao Hou
- School of Sport Science, Beijing Sport University, Beijing, China
- Key Laboratory of Ministry of Education for Sports and Physical Health, Beijing Sport University, Beijing, China
| | - Chan Zhou
- School of Education, Beijing Sport University, Beijing, China
| | - Zeting Liu
- School of Sport Engineering, Beijing Sport University, Beijing, China
- *Correspondence: Zeting Liu,
| | - Wei Zhang
- China National Institute for Food and Drug Control, Beijing, China
| |
Collapse
|
3
|
Toivo K, Vähä-Ypyä H, Kannus P, Tokola K, Alanko L, Heinonen OJ, Korpelainen R, Parkkari J, Savonen K, Selänne H, Kokko S, Kujala UM, Villberg J, Vasankari T. Physical activity measured by accelerometry among adolescents participating in sports clubs and non-participating peers. Eur J Sport Sci 2022:1-9. [PMID: 35861140 DOI: 10.1080/17461391.2022.2103740] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/03/2022]
Abstract
AbstractThe purpose of this descriptive cross-sectional study is to describe the amount and intensity of physical activity (PA) measured by accelerometry among adolescents participating in organized sports (SCP) and age-matched non-participating peers (NP). SCPs (332) and NPs (139) wore an accelerometer on the hip for 7 days. PA was reported using the 1 min exponential moving average. The current moderate-to-vigorous physical activity (MVPA) recommendation of at least an average of 60 minutes of MVPA daily was reached by 85% of SCPs and 45% of NPs (p < 0.001). During training days, the MVPA times among SCPs ranged from 153 ± 39 min in males and 109 ± 35 min in females participating in basketball to 113 ± 33 min in males participating in floorball and 83 ± 32 min in females participating in gymnastics. -Sports participation contributes rather strongly to the accumulation of the recommended amount of MVPA. During training days SCPs, except for females participating in gymnastics, accumulated more MVPA than NPs. During non-training days only males participating in cross country skiing and females participating in track and field accumulated more MVPA than NPs.
Collapse
Affiliation(s)
- K Toivo
- Tampere Research Center of Sports Medicine, Tampere, Finland.,UKK Institute for Health Promotion Research, Tampere, Finland
| | - H Vähä-Ypyä
- UKK Institute for Health Promotion Research, Tampere, Finland
| | - P Kannus
- UKK Institute for Health Promotion Research, Tampere, Finland
| | - K Tokola
- UKK Institute for Health Promotion Research, Tampere, Finland
| | - L Alanko
- Clinic for Sports and Exercise Medicine, Helsinki, Finland.,Central Finland Hospital, Jyväskylä, Finland
| | - O J Heinonen
- Paavo Nurmi Centre & Unit of Health and Physical Activity, University of Turku, Turku, Finland
| | - R Korpelainen
- Oulu Deaconess Institute Foundation sr., Department of Sports and Exercise Medicine, Oulu, Finland.,University of Oulu, Center for Life Course Health Research, Oulu, Finland.,Medical Research Center, University of Oulu and University Hospital of Oulu, Oulu, Finland
| | - J Parkkari
- Tampere Research Center of Sports Medicine, Tampere, Finland.,UKK Institute for Health Promotion Research, Tampere, Finland.,Faculty of Sport and Health Sciences, University of Jyväskylä, Jyväskylä, Finland
| | - K Savonen
- Kuopio Research Institute of Exercise Medicine, Kuopio, Finland.,Department of Clinical Physiology and Nuclear Medicine, Kuopio University Hospital, Kuopio, Finland
| | - H Selänne
- Department of Psychology, University of Jyväskylä
| | - S Kokko
- Faculty of Sport and Health Sciences, University of Jyväskylä, Jyväskylä, Finland
| | - U M Kujala
- Faculty of Sport and Health Sciences, University of Jyväskylä, Jyväskylä, Finland
| | - J Villberg
- Faculty of Sport and Health Sciences, University of Jyväskylä, Jyväskylä, Finland
| | - T Vasankari
- UKK Institute for Health Promotion Research, Tampere, Finland.,Faculty of Medicine and Health Technology, Tampere University, Finland
| |
Collapse
|
4
|
Li D, Li X. Independent and Combined Associations between Physical Activity and Sedentary Time with Sleep Quality among Chinese College Students. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2022; 19:6697. [PMID: 35682279 PMCID: PMC9179993 DOI: 10.3390/ijerph19116697] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Received: 04/10/2022] [Revised: 05/25/2022] [Accepted: 05/28/2022] [Indexed: 12/10/2022]
Abstract
OBJECTIVE To investigate the independent and combined associations between physical activity and sedentary time with sleep quality among Chinese college students. METHODS A cross-sectional study was conducted among Chinese college students (N = 2347; M age = 20 years; 67.1% students were female). We used the International Physical Activity Questionnaire-Short Form, the Adolescent Sedentary Activity Questionnaire, and the Pittsburgh Sleep Quality Index to assess the subjects' physical activity level, sedentary time, and sleep quality, respectively. Analyses were conducted using a multivariate logistic regression model. RESULT Of the total participants, 48.6% had poor sleep quality and 10% were at low physical activity levels, and the mean (±SD) sedentary time was 5.33 ± 2.34 h/day. No significant association was found between physical activity and sleep quality (OR = 1.27, 95% CI: 0.95~1.70) among Chinese college students after adjustment for potential confounders. Sedentary time was significantly positively associated with poor sleep quality (OR = 1.37, 95% CI: 1.14~1.65). The risks for those with a low physical activity level and high sedentary time, and a moderate physical activity level and high sedentary time were 2.78 (OR = 2.78, 95% CI: 1.61~4.80) and 1.49 (OR = 1.49, 95% CI: 1.13~1.95) times higher, respectively, than those with a high physical activity level and low sedentary time. CONCLUSION Among Chinese college students, high sedentary time was significantly negatively associated with sleep quality. A low physical activity level was insignificantly associated with sleep quality. A moderate physical activity level and high sedentary time, and a low physical activity level and high sedentary time were interactively associated with increased risks of poor sleep quality, respectively.
Collapse
Affiliation(s)
| | - Xianxiong Li
- School of Physical Education, Hunan Normal University, Changsha 410012, China;
| |
Collapse
|
5
|
Quero-Calero CD, Abellán-Aynés O, Manonelles P, Ortega E. The Consumption of a Synbiotic Does Not Affect the Immune, Inflammatory, and Sympathovagal Parameters in Athletes and Sedentary Individuals: A Triple-Blinded, Randomized, Place-bo-Controlled Pilot Study. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2022; 19:ijerph19063421. [PMID: 35329107 PMCID: PMC8954949 DOI: 10.3390/ijerph19063421] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 01/21/2022] [Revised: 03/01/2022] [Accepted: 03/12/2022] [Indexed: 02/05/2023]
Abstract
This investigation aimed to identify the effect of a synbiotic in athletes and sedentary people, and their potential varying responses regarding the immune system, autonomic regulation and body composition. Twenty-seven participants were involved in the protocol: 14 sedentary and 13 semi-professional soccer players. Both groups were randomly divided into an experimental and control group. A synbiotic (Gasteel Plus®, Heel España S.A.U.) comprising a blend of probiotic strains, including Bifidobacterium lactis CBP-001010, Lactobacillus rhamnosus CNCM I-4036, and Bifidobacterium longum ES1, was administered to the experimental group, and a placebo was given to the control group for 30 days. Heart rate variability, body composition, and immune/inflammatory cytokines were determined. Statistically significant differences were observed between sedentary individuals and athletes in heart rate variability but not between the experimental and control groups. A difference between the athletic and sedentary group is observed with the influence of training on the effects of the synbiotic on the levels of fat mass and body-fold sum. No significant differences were shown in cytokines after the protocol study. No changes occur with the synbiotic treatment between the athlete and sedentary groups, while no negative effect was produced. Further research will be necessary to see chronic effects in the analyzed biomarkers.
Collapse
Affiliation(s)
- Carmen Daniela Quero-Calero
- Faculty of Sport, Catholic University of Murcia, 30107 Murcia, Spain;
- International Chair of Sports Medicine, Catholic University of Murcia, 30107 Murcia, Spain;
| | - Oriol Abellán-Aynés
- Faculty of Sport, Catholic University of Murcia, 30107 Murcia, Spain;
- International Chair of Sports Medicine, Catholic University of Murcia, 30107 Murcia, Spain;
- Correspondence:
| | - Pedro Manonelles
- International Chair of Sports Medicine, Catholic University of Murcia, 30107 Murcia, Spain;
| | - Eduardo Ortega
- Grupo de Investigación en Inmunofisiología, Instituto Universitario de Investigación Biosanitaria de Extremadura (INUBE), University of Extremadura, 06006 Badajo, Spain;
| |
Collapse
|
6
|
Franssen WMA, Vanbrabant E, Cuveele E, Ivanova A, Franssen GHLM, Eijnde BO. Sedentary behaviour, physical activity and cardiometabolic health in highly trained athletes: A systematic review and meta-analysis. Eur J Sport Sci 2021; 22:1605-1617. [PMID: 34256679 DOI: 10.1080/17461391.2021.1955013] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/12/2022]
Abstract
Prolonged periods of sedentary time appear to increase the risk for the development of several chronic conditions and all-cause mortality, even when moderate-to-vigorous physical activity (MVPA) is taken into consideration. However, whether the beneficial health effects of MVPA in highly active individuals remain present when leisure time is spent sedentary remains speculative. Therefore, we systematically evaluated off-training sedentary behaviour and physical activity levels in athletes. Studies were collected from four bibliographic databases (PubMed, Embase, Web of Science and The Cochrane Central Register of Controlled Trials). Studies were eligible for inclusion if they evaluated sedentary behaviour and physical activity levels among athletes. Data from athletes were compared with the general population and pooled using a random-effects model. After deduplication 3104 were identified of which 13 studies met inclusion criteria. Compared to the general population, athletes spent significantly more time in sedentary behaviour (+79 min/day; 95% confidence interval [CI]: [41, 65] min/day; p<0.001). In addition, athlete individuals spent less time in light intensity physical activity (-92 min/day; 95% CI: [-117, -66] min/day; p<0.001) and had increased levels of MVPA (+62 min/day; 95% CI: [38, 85] min/day; p<0.001) compared to the general population. Athletes exceed the average time spend sedentary per day and make them even more sedentary compared to the general population.
Collapse
Affiliation(s)
- Wouter M A Franssen
- Faculty of Rehabilitation Sciences, REVAL - Rehabilitation Research Center, Hasselt University, Hasselt, Belgium.,Faculty of Medicine and Life Sciences, SMRC - Sports Medicine Research Center, BIOMED - Biomedical Research Institute, Hasselt University, Hasselt, Belgium.,Department of Nutrition and Movement Sciences, Maastricht University, Maastricht, Netherlands.,NUTRIM, School for Nutrition and Translation Research Maastricht, Maastricht University, Maastricht, Netherlands
| | - Eva Vanbrabant
- Faculty of Medicine and Life Sciences, SMRC - Sports Medicine Research Center, BIOMED - Biomedical Research Institute, Hasselt University, Hasselt, Belgium
| | - Eline Cuveele
- Faculty of Medicine and Life Sciences, SMRC - Sports Medicine Research Center, BIOMED - Biomedical Research Institute, Hasselt University, Hasselt, Belgium
| | - Anna Ivanova
- I-BioStat - Data Science Institute, Hasselt University, Hasselt, Belgium
| | - Gregor H L M Franssen
- Department of Education and Research Support, University Library, Maastricht University, Maastricht, Netherlands
| | - Bert O Eijnde
- Faculty of Medicine and Life Sciences, SMRC - Sports Medicine Research Center, BIOMED - Biomedical Research Institute, Hasselt University, Hasselt, Belgium
| |
Collapse
|
7
|
Moulin MS, Truelove S, Burke SM, Irwin JD. Sedentary time among undergraduate students: A systematic review. JOURNAL OF AMERICAN COLLEGE HEALTH : J OF ACH 2021; 69:237-244. [PMID: 31518211 DOI: 10.1080/07448481.2019.1661422] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/15/2019] [Revised: 08/10/2019] [Accepted: 08/15/2019] [Indexed: 06/10/2023]
Abstract
To systematically review and synthesize all relevant literature to assess the range of average daily sedentary time (ST) of undergraduate students enrolled in university and college programs across the world. Methods: Published, peer-reviewed articles were included if they: (a) were in English; (b) had a study population that consisted entirely of undergraduate students; (c) reported a daily or weekly ST for undergraduate students; and (d) included a measure of ST using a valid sedentary behavior questionnaire or accelerometers. Results: Twenty-three studies were included in the review. A wide range of ST (0.75 to 14.35 hours per day) was reported. Mean ST as measured by domain-specific questionnaires and accelerometers was 11.10 hours per day and 10.69 hours per day, respectively. Conclusion: Findings suggest that some undergraduate students participate in high levels of ST. Additional research, as well as interventions focused on reducing ST among postsecondary students, are needed.
Collapse
Affiliation(s)
- Marc S Moulin
- Faculty of Health Sciences, The University of Western Ontario, London, Ontario, Canada
| | - Stephanie Truelove
- Faculty of Health Sciences, The University of Western Ontario, London, Ontario, Canada
| | - Shauna M Burke
- Faculty of Health Sciences, The University of Western Ontario, London, Ontario, Canada
| | - Jennifer D Irwin
- Faculty of Health Sciences, The University of Western Ontario, London, Ontario, Canada
| |
Collapse
|
8
|
Júdice PB, Hetherington-Rauth M, Magalhães JP, Correia IR, Sardinha LB. Sedentary behaviours and their relationship with body composition of athletes. Eur J Sport Sci 2021; 22:474-480. [PMID: 33416024 DOI: 10.1080/17461391.2021.1874060] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/22/2022]
Abstract
During the recovery period, athletes present high sedentary behaviour (SB). In non-athletes, there is a direct relationship between SB and obesity. However, little is known about this relationship in athletes. We hypothesized that different types of SB entail different associations with body composition outcomes.We examined the associations between different types of SB and body composition outcomes in 135 athletes (70 males) aged 21.3 ± 3.9 years old. Dual-energy X-ray absorptiometry was performed to assess fat mass (FM), fat-free mass (FFM) and trunk fat mass (TFM). A validated SB questionnaire (PACE) was used to estimate total SB and specific sedentary pursuits on an average day. Multiple linear regression analyses were performed, adjusting for age, sex, weekly training time, years of sport practice, and sport type.A positive association was found for total SB and total screen time with %TFM (β = 0.220, p = 0.038 and β = 0.319, p = 0.040, respectively), while an inverse association was found for %FFM (β = -0.214, p = 0.042 and β = -0.310, p = 0.026). A higher total screen time was related with a higher %FM (β = 0.283, p = 0.035). With a much stronger effect size, cell phone screen time was positively related with %FM (β = 1.447, p = 0.001).There is still debate whether high levels of physical activity can fully counteract the harms of SB. These findings suggest that SB, particularly cell phone screen time, can compromise athletes' body composition, regardless of weekly training time. Sport federations and coaches may improve athletes' body composition by targeting specific sedentary pursuits, i.e. total screen time and cell phone screen time, during athletes' recovery time.Highlights Even in athletes, SB can compromise total and regional body composition regardless of high training time.Screen time, specifically cell phone screen time seems to be the sedentary pursuit to target in athletes.Sport federations and coaches must control SB during athletes' recovery time.
Collapse
Affiliation(s)
- Pedro B Júdice
- Exercise and Health Laboratory, CIPER, Faculdade de Motricidade Humana, Universidade de Lisboa, Cruz-Quebrada, Portugal.,CIDEFES - Centro de Investigação em Desporto, Educação Física e Exercício e Saúde; Faculty of Physical Education and Sport, Lusofona University, Lisbon, Portugal
| | - Megan Hetherington-Rauth
- Exercise and Health Laboratory, CIPER, Faculdade de Motricidade Humana, Universidade de Lisboa, Cruz-Quebrada, Portugal
| | - João P Magalhães
- Exercise and Health Laboratory, CIPER, Faculdade de Motricidade Humana, Universidade de Lisboa, Cruz-Quebrada, Portugal
| | - Inês R Correia
- Exercise and Health Laboratory, CIPER, Faculdade de Motricidade Humana, Universidade de Lisboa, Cruz-Quebrada, Portugal
| | - Luís B Sardinha
- Exercise and Health Laboratory, CIPER, Faculdade de Motricidade Humana, Universidade de Lisboa, Cruz-Quebrada, Portugal
| |
Collapse
|
9
|
Izzicupo P, Di Baldassarre A, Ghinassi B, Reichert FF, Kokubun E, Nakamura FY. Can Off-Training Physical Behaviors Influence Recovery in Athletes? A Scoping Review. Front Physiol 2019; 10:448. [PMID: 31114502 PMCID: PMC6503646 DOI: 10.3389/fphys.2019.00448] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/06/2018] [Accepted: 04/01/2019] [Indexed: 11/30/2022] Open
Abstract
Recently, the attention on recovery in sport increased enormously although there is lack of scientific evidence on the role of lifestyle in terms of movement [i.e., physical behaviors (PBs)], apart from sleep. Few studies assessed physical activity (PA) and sedentary behavior (SB) in athletes. The aims of this scoping review were to answer to the following scientific questions: (1) How active/inactive are competitive athletes out of training? (2) Do off-training PBs affect recovery, performance, and health? (3) What strategies can be implemented to improve recovery using off-training PBs, apart from sleep? From 1,116 potentially relevant articles, nine were eligible for inclusion in this review. The main issues identified were related to the heterogeneity concerning the types of sports, age category, gender, competitive level, sample size, and instruments/devices adopted, the paucity of studies investigating the effects of PBs while awake on recovery, and the lack of experimental designs manipulating PBs while awake to accelerate recovery. Furthermore, PA and SB domains were rarely investigated, while no research articles focused on the combined effect of 24-h PBs. Eight out of nine studies measured PA, seven SB, and two included sleep. Three studies included training practice into PA measurement by the means of accelerometry. Overall, almost the totality of the athletes achieved recommended PA levels although they sustained prolonged SB. In conclusion, more descriptive researches are needed in different athletic populations and settings. Furthermore, experimental designs aimed at investigating the effects of PBs manipulation on recovery and the putative mechanisms are encouraged.
Collapse
Affiliation(s)
- Pascal Izzicupo
- Department of Medicine and Aging Sciences, G. d'Annunzio University of Chieti and Pescara, Chieti, Italy
| | - Angela Di Baldassarre
- Department of Medicine and Aging Sciences, G. d'Annunzio University of Chieti and Pescara, Chieti, Italy
| | - Barbara Ghinassi
- Department of Medicine and Aging Sciences, G. d'Annunzio University of Chieti and Pescara, Chieti, Italy
| | | | - Eduardo Kokubun
- Department of Physical Education, São Paulo State University (UNESP), Rio Claro, Brazil
| | - Fábio Yuzo Nakamura
- Department of Medicine and Aging Sciences, G. d'Annunzio University of Chieti and Pescara, Chieti, Italy.,College of Healthcare Sciences, James Cook University, Townsville, QLD, Australia.,Associate Graduate Program in Physical Education UPE/UFPB, João Pessoa, Paraíba, Brazil
| |
Collapse
|
10
|
Allahbakhshi H, Hinrichs T, Huang H, Weibel R. The Key Factors in Physical Activity Type Detection Using Real-Life Data: A Systematic Review. Front Physiol 2019; 10:75. [PMID: 30809152 PMCID: PMC6379834 DOI: 10.3389/fphys.2019.00075] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/02/2018] [Accepted: 01/22/2019] [Indexed: 12/25/2022] Open
Abstract
Background: Physical activity (PA) is paramount for human health and well-being. However, there is a lack of information regarding the types of PA and the way they can exert an influence on functional and mental health as well as quality of life. Studies have measured and classified PA type in controlled conditions, but only provided limited insight into the validity of classifiers under real-life conditions. The advantage of utilizing the type dimension and the significance of real-life study designs for PA monitoring brought us to conduct a systematic literature review on PA type detection (PATD) under real-life conditions focused on three main criteria: methods for detecting PA types, using accelerometer data collected by portable devices, and real-life settings. Method: The search of the databases, Web of Science, Scopus, PsycINFO, and PubMed, identified 1,170 publications. After screening of titles, abstracts and full texts using the above selection criteria, 21 publications were included in this review. Results: This review is organized according to the three key elements constituting the PATD process using real-life datasets, including data collection, preprocessing, and PATD methods. Recommendations regarding these key elements are proposed, particularly regarding two important PA classes, i.e., posture and motion activities. Existing studies generally reported high to near-perfect classification accuracies. However, the data collection protocols and performance reporting schemes used varied significantly between studies, hindering a transparent performance comparison across methods. Conclusion: Generally, considerably less studies focused on PA types, compared to other measures of PA assessment, such as PA intensity, and even less focused on real-life settings. To reliably differentiate the basic postures and motion activities in real life, two 3D accelerometers (thigh and hip) sampling at 20 Hz were found to provide the minimal sensor configuration. Decision trees are the most common classifier used in practical applications with real-life data. Despite the significant progress made over the past year in assessing PA in real-life settings, it remains difficult, if not impossible, to compare the performance of the various proposed methods. Thus, there is an urgent need for labeled, fully documented, and openly available reference datasets including a common evaluation framework.
Collapse
Affiliation(s)
- Hoda Allahbakhshi
- Geographic Information Systems Unit, Department of Geography, University of Zurich (UZH), Zurich, Switzerland
| | - Timo Hinrichs
- Division of Sports and Exercise Medicine, Department of Sports, Exercise and Health, University of Basel, Basel, Switzerland
| | - Haosheng Huang
- Geographic Information Systems Unit, Department of Geography, University of Zurich (UZH), Zurich, Switzerland
| | - Robert Weibel
- Geographic Information Systems Unit, Department of Geography, University of Zurich (UZH), Zurich, Switzerland
| |
Collapse
|
11
|
Exel J, Mateus N, Travassos B, Gonçalves B, Gomes I, Leite N, Sampaio J. Off-Training Levels of Physical Activity and Sedentary Behavior in Young Athletes: Preliminary Results during a Typical Week. Sports (Basel) 2018; 6:sports6040141. [PMID: 30404165 PMCID: PMC6316694 DOI: 10.3390/sports6040141] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/01/2018] [Revised: 10/30/2018] [Accepted: 11/02/2018] [Indexed: 11/16/2022] Open
Abstract
The level of physical activity (PA) and sedentary behavior (SED) off-training of young athletes may reveal the quality of recovery from training and highlight health related issues. Thus, the aim was to identify and describe young athletes' PA and SED off-training, according to daily life activities. Eight athletes (15.7 ± 2 years, 1.72 ± 0.6 m height, 62.9 ± 10.2 kg) of a sport talent program wore on their waist a tri-axial accelerometer (ActiGraph® wGT9X-link, Shalimar, FL, USA) at 30 Hz for 15 consecutive days, and reported their schedule. A two-step cluster analysis classified three groups according to sedentary PA and MVPA. The Sedentary (56.9%), presented the highest sedentary PA (mean [CI], 37.37 [36.45⁻38.29] min/hour); The Hazardous (19.4%) had the lowest values of sedentary and MVPA (10.07 [9.41⁻10.36] min/hour and 8.67 [7.64⁻9.70] min/hour, respectively). Balanced (23.7%) had the highest MVPA (28.61 [27.16⁻30.07] min/hour). Sedentary had the lowest count of home time associated (20%) and higher school (26%) time when compared to the Hazardous (13%). The Balanced showed the highest count of school (61%) and home time (47%). Different profiles for young athletes revealed alarming behavior in the associations with sedentary PA, sitting and SED breaks, which may influence performance and health.
Collapse
Affiliation(s)
- Juliana Exel
- Research Centre in Sports Sciences, Health Sciences and Human Development, CIDESD, CreativeLab Research Community, University of Trás-os-Montes e Alto Douro, UTAD, Quinta de Prados, 5001-801 Vila Real, Portugal.
| | - Nuno Mateus
- Research Centre in Sports Sciences, Health Sciences and Human Development, CIDESD, CreativeLab Research Community, University of Trás-os-Montes e Alto Douro, UTAD, Quinta de Prados, 5001-801 Vila Real, Portugal.
| | - Bruno Travassos
- Research Center in Sports Sciences, Health Sciences and Human Development, CIDESD, Sport Sciences Department, University of Beira Interior, 6201-001 Covilhã, Portugal.
| | - Bruno Gonçalves
- Research Centre in Sports Sciences, Health Sciences and Human Development, CIDESD, CreativeLab Research Community, University of Trás-os-Montes e Alto Douro, UTAD, Quinta de Prados, 5001-801 Vila Real, Portugal.
| | - Isabel Gomes
- Research Centre in Sports Sciences, Health Sciences and Human Development, CIDESD, CreativeLab Research Community, University of Trás-os-Montes e Alto Douro, UTAD, Quinta de Prados, 5001-801 Vila Real, Portugal.
| | - Nuno Leite
- Research Centre in Sports Sciences, Health Sciences and Human Development, CIDESD, CreativeLab Research Community, University of Trás-os-Montes e Alto Douro, UTAD, Quinta de Prados, 5001-801 Vila Real, Portugal.
| | - Jaime Sampaio
- Research Centre in Sports Sciences, Health Sciences and Human Development, CIDESD, CreativeLab Research Community, University of Trás-os-Montes e Alto Douro, UTAD, Quinta de Prados, 5001-801 Vila Real, Portugal.
| |
Collapse
|
12
|
Castro O, Bennie J, Vergeer I, Bosselut G, Biddle SJH. Correlates of sedentary behaviour in university students: A systematic review. Prev Med 2018; 116:194-202. [PMID: 30266213 DOI: 10.1016/j.ypmed.2018.09.016] [Citation(s) in RCA: 47] [Impact Index Per Article: 6.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/26/2018] [Revised: 08/29/2018] [Accepted: 09/22/2018] [Indexed: 02/06/2023]
Abstract
High levels of sedentary behaviour are associated with negative health-related outcomes. However, there is limited evidence on the variables influencing sedentary behaviour in university students. The aim of this systematic review was to identify the intrapersonal, interpersonal, environmental, and time correlates of sedentary behaviour in university students. Records from 12 electronic databases were screened by two independent reviewers. Inclusion criteria included: (i) peer-reviewed articles written in English, Spanish, or French; (ii) studies including undergraduate or postgraduate university students; (iii) studies reporting on the association between sedentary behaviour and at least one variable. The protocol is registered in PROSPERO (CRD42017074198). A total of 126 studies published between 1994 and 2017 met the inclusion criteria. The primary measure of sedentary behaviour was self-reported screen time (61%), followed by total sitting time (28%). Most studies were cross-sectional (86%). After excluding high risk of bias studies (58%), only three intrapersonal variables were sufficiently investigated (≥4) to determine an association with sedentary behaviour: physical activity (negative association with sitting time), obesity markers (indeterminate associations with TV viewing), and gender - female (null associations with total sitting time and screen time). Overall, most of the reported correlates of sedentary behaviour were intrapersonal, non-modifiable factors. Further research on modifiable correlates covering all socio-ecologic levels is required to inform future intervention development. In addition, longitudinal studies are needed to enable the identification of determinants. Improvements in designing and reporting future studies are recommended to help strengthen the available evidence and facilitate future reviewing efforts.
Collapse
Affiliation(s)
- Oscar Castro
- Physically Active Lifestyles Research Group, Institute for Resilient Regions, University of Southern Queensland, Springfield Central, Queensland, Australia.
| | - Jason Bennie
- Physically Active Lifestyles Research Group, Institute for Resilient Regions, University of Southern Queensland, Springfield Central, Queensland, Australia.
| | - Ineke Vergeer
- Physically Active Lifestyles Research Group, Institute for Resilient Regions, University of Southern Queensland, Springfield Central, Queensland, Australia.
| | - Grégoire Bosselut
- Laboratory Epsylon "Dynamics of Human Abilities and Health Behavior" (EA 4556), University of Montpellier, Montpellier, Hérault, France.
| | - Stuart J H Biddle
- Physically Active Lifestyles Research Group, Institute for Resilient Regions, University of Southern Queensland, Springfield Central, Queensland, Australia.
| |
Collapse
|