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Abernethy D, Bennie J, Pavey T. Joint Effects of Physical Activity and Body Mass Index on Prevalent Diabetes in a Nationally Representative Sample of 1.9 Million US Adults. J Diabetes Res 2025; 2025:7466757. [PMID: 40225012 PMCID: PMC11986940 DOI: 10.1155/jdr/7466757] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/05/2024] [Accepted: 02/14/2025] [Indexed: 04/15/2025] Open
Abstract
Aim: To investigate the joint effects of physical activity (PA) and body mass index (BMI) on prevalent diabetes mellitus in a nationally representative sample of US adults. Materials and Methods: Data were pooled from five US Behavioral Risk Factor Surveillance System (BRFSS) surveys from 2011 to 2019. Cross-sectional associations between independent and combined PA and BMI status and diabetes were analysed using Poisson's log-linear regression with a robust-error variance, reported by adjusted prevalence ratios (APRs). These models were adjusted for relevant sociodemographic, behavioral, and health-related factors. Results: Data was available for 1,913,732 individuals (≥ 18 years). Considering individuals highly active and with normal weight as the reference group, there was an association between decreasing levels of PA and increasing BMI and diabetes prevalence. APRs ranged from APR = 1.09 (nonactive, normal weight group; 95% CI = 1.09-1.09), 1.67 (nonactive, overweight group; 95% CI = 1.67-1.67), 2.23 (nonactive, Class I obesity group; 95% CI = 2.23-2.23), 2.71 (nonactive, Class II obesity group; 95% CI = 2.71-2.71), and 3.17 (nonactive, Class III obesity group; 95% CI = 3.16-3.17). Conclusions: BMI appears to be a substantially larger predictor of diabetes compared to PA in a large population-level sample of US adults. PA provided modest reductions in the prevalence of diabetes but did not attenuate the detrimental impact of overweight and increasing levels of obesity on diabetes prevalence.
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Affiliation(s)
- David Abernethy
- School of Exercise and Nutrition Science, Queensland University of Technology, Brisbane, Queensland, Australia
| | - Jason Bennie
- Murrumbidgee Primary Health Network, Wagga Wagga, New South Wales, Australia
- Centre for Primary Health Care and Equity, Faculty of Medicine and Health, University of New South Wales, Sydney, Australia
- Faculty of Science and Health, School of Rural Medicine, Charles Sturt University, Dubbo, Australia
| | - Toby Pavey
- School of Exercise and Nutrition Science, Queensland University of Technology, Brisbane, Queensland, Australia
- Faculty of Health, Queensland University of Technology, Brisbane, Queensland, Australia
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Hart PD, Asiamah N, Teferi G, Uher I. Relationships between physical activity and other health-related measures using state-based prevalence estimates. Health Promot Perspect 2023; 13:308-315. [PMID: 38235011 PMCID: PMC10790124 DOI: 10.34172/hpp.2023.36] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/18/2023] [Accepted: 08/14/2023] [Indexed: 01/19/2024] Open
Abstract
Background Both physical activity and muscle-strengthening activity have known relationships with other health-related variables such as alcohol and tobacco use, diet, and health-related quality of life (HRQOL). The purpose of this study was to explore and quantify the associations between physical activity measures and health-related variables at the higher state level. Methods This cross-sectional study used data from the 2017 and 2019 Behavioral Risk Factor Surveillance System surveys. State-based prevalence (%) estimates were computed for meeting physical activity guidelines (PA), meeting muscle-strengthening activity guidelines (MS), both PA and MS (MB), drinking alcohol (D1), heavy alcohol drinking (HD), fruit consumption (F1), vegetable consumption (V1), good self-rated health (GH), overweight (OW), obesity (OB), current smoking (SN), and smokeless tobacco use (SL). Descriptive statistics, correlation coefficients, and data visualization methods were employed. Results Strongest associations were seen between PA and F1 (2017: r=0.717 & 2019: r=0.695), MS and OB (2017: r=-0.781 & 2019: r=-0.599), PA and GH (2017: r=0.631 & 2019: r=0.649), PA and OB (2017: r=-0.645 & 2019: r=-0.763), and MB and SN (2017: r=-0.713 & 2019: r=-0.645). V1 was associated only with PA (2017: r=0.335 & 2019: r=0.357) whereas OW was not associated only with PA. Canonical correlation analysis showed the physical activity variables were directly related (r c=0.884, P<0.001) to the health variables. Conclusion This study used high-level data to support the many known relationships between PA measures and health-related variables.
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Affiliation(s)
- Peter D. Hart
- Glenville State University, Glenville, WV 26351, USA
- Health Promotion Research, Havre, Montana, USA
- Kinesmetrics Lab, Tallahassee, Florida, USA
| | - Nestor Asiamah
- School of Health and Social Care, University of Essex, Colchester, UK
| | - Getu Teferi
- Department of Sports Science, Debremarkos University, Debremarkos, Ethiopia
| | - Ivan Uher
- Institute of Physical Education and Sport, Pavol Jozef Šafárik University, 040 01 Košice, Slovakia
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Ritchie C, Smits E, Armfield N, Sterling M. Objectively and subjectively measured physical activity levels in individuals with whiplash associated disorder and aged-matched healthy controls. PLoS One 2023; 18:e0292629. [PMID: 37796865 PMCID: PMC10553333 DOI: 10.1371/journal.pone.0292629] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/07/2023] [Accepted: 09/25/2023] [Indexed: 10/07/2023] Open
Abstract
BACKGROUND Whiplash associated disorders (WAD) are the most common non-hospitalised injuries resulting from a motor vehicle crash. Half of individuals with WAD experience ongoing pain and disability. Furthermore, individuals with persistent WAD have lower levels of aerobic capacity and isometric strength compared with age-matched controls. It is not known whether these differences are associated with increased levels of pain and disability, or with reduced physical activity (PA) participation. OBJECTIVE Our primary aim was to compare PA levels in individuals with persistent WAD with healthy controls. Secondary aims were to: compare objective and subjective measurements of PA; explore factors that may influence PA; and describe proportions of these populations meeting World Health Organisation PA guidelines. METHODS Objective (ActiGraph accelerometer; seven days) and subjective (International Physical Activity Questionnaire (IPAQ)) PA data were collected for n = 53 age-matched participants (WAD n = 28; controls n = 25). RESULTS Independent sample t-tests showed no significant difference in objectively measured PA (p>0.05) between WAD and controls. For the subjective measure (IPAQ), controls reported more overall weekly PA (t = 0.219, p<0.05), while WAD participants reported more weekly walking minutes (t = -0.712, p<0.05). Linear regression showed mental health quality-of-life predicted objectively measured moderate intensity PA (R2 = 0.225, F (2, 44) = 6.379, p<0.004) and subjectively reported overall PA (R2 = 0.132, F (1, 41) = 6.226, p<0.017). Bland-Altman analyses indicated that subjects over-reported MVPA and under-reported sedentary time using the IPAQ. CONCLUSIONS Individuals with WAD had levels of physical and mental health quality-of-life significantly lower than controls and below population norms yet participated in similar levels of PA. Given that increased perceptions of mental health quality-of-life were positively associated with objectively measured MVPA and subjectively reported overall PA, strategies to help people with WAD achieve adequate doses of MVPA may be beneficial. ActiGraph-measured and IPAQ-reported PA were discordant. Hence, IPAQ may not be a reliable measure of habitual PA in WAD.
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Affiliation(s)
- Carrie Ritchie
- RECOVER Injury Research Centre and National Health and Medical Research Council (NHMRC) Centre for Research Excellence: Better Health Outcomes After Compensable Injury, University of Queensland, Brisbane, Queensland, Australia
| | - Esther Smits
- RECOVER Injury Research Centre and National Health and Medical Research Council (NHMRC) Centre for Research Excellence: Better Health Outcomes After Compensable Injury, University of Queensland, Brisbane, Queensland, Australia
| | - Nigel Armfield
- RECOVER Injury Research Centre and National Health and Medical Research Council (NHMRC) Centre for Research Excellence: Better Health Outcomes After Compensable Injury, University of Queensland, Brisbane, Queensland, Australia
- Centre for Health Services Research, Faculty of Medicine, The University of Queensland, Brisbane, Queensland, Australia
| | - Michele Sterling
- RECOVER Injury Research Centre and National Health and Medical Research Council (NHMRC) Centre for Research Excellence: Better Health Outcomes After Compensable Injury, University of Queensland, Brisbane, Queensland, Australia
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Lopez P, Fitzgerald DB, McVeigh JA, Badiei A, Muruganandan S, Newton RU, Straker L, Lee YCG, Peddle-McIntyre CJ. Associations of physical activity and quality of life in parapneumonic effusion patients. ERJ Open Res 2023; 9:00209-2023. [PMID: 37753285 PMCID: PMC10518875 DOI: 10.1183/23120541.00209-2023] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/04/2023] [Accepted: 07/17/2023] [Indexed: 09/28/2023] Open
Abstract
Introduction Little is known about activity behaviours and quality of life (QoL) of patients with parapneumonic pleural effusions (PPE) after hospital discharge. This study is a secondary analysis of a randomised trial (dexamethasone versus placebo) for hospitalised patients with PPE. We: 1) described the patients' activity behaviour patterns and QoL measured at discharge and at 30 days post-discharge; and 2) examined the association between activity behaviours and QoL scores. Methods Activity behaviour (7-day accelerometry; Actigraph GT3X+) and QoL (Medical Outcomes Study Short-Form 36) were assessed. Repeated measures analysis of covariance controlling for baseline values and a series of linear regression models were undertaken. Results 36 out of 53 eligible participants completed accelerometry assessments. Despite modest increases in light physical activity (+7.5%) and some domains of QoL (>2 points) from discharge to 30 days post-discharge, patients had persistently high levels of sedentary behaviour (>65% of waking wear time) and poor QoL (≤50 out of 100 points) irrespective of treatment group (p=0.135-0.903). Increasing moderate-to-vigorous physical activity was associated with higher scores on most QoL domains (p=0.006-0.037). Linear regression indicates that a clinically important difference of 5 points in physical composite QoL score can be achieved by reallocating 16.1 min·day-1 of sedentary time to moderate-to-vigorous physical activity. Conclusion Patients with PPE had low levels of physical activity and QoL at discharge and 30 days post-discharge irrespective of treatment. Moderate-to-vigorous physical activity participation was associated with higher QoL scores. Increasing moderate-to-vigorous physical activity following discharge from the hospital may be associated with improvements in QoL.
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Affiliation(s)
- Pedro Lopez
- Pleural Medicine Unit, Institute for Respiratory Health, Perth, Australia
- Medical School, Faculty of Health and Medical Sciences, University of Western Australia, Perth, Australia
- Joint first authors
| | - Deirdre B. Fitzgerald
- Pleural Medicine Unit, Institute for Respiratory Health, Perth, Australia
- Medical School, Faculty of Health and Medical Sciences, University of Western Australia, Perth, Australia
- Respiratory Medicine, Sir Charles Gairdner Hospital, Nedlands, Australia
- Joint first authors
| | - Joanne A. McVeigh
- Curtin School of Allied Health, Curtin University, Perth, Australia
- enAble Institute, Faculty of Health Sciences, Curtin University, Perth, Australia
| | - Arash Badiei
- Thoracic Medicine, Royal Adelaide Hospital, Adelaide, Australia
- Adelaide Medical School, Faculty of Health and Medical Science, University of Adelaide, Adelaide, Australia
| | | | - Robert U. Newton
- Exercise Medicine Research Institute, Edith Cowan University, Joondalup, Australia
- School of Medical and Health Sciences, Edith Cowan University, Joondalup, Australia
| | - Leon Straker
- Curtin School of Allied Health, Curtin University, Perth, Australia
- enAble Institute, Faculty of Health Sciences, Curtin University, Perth, Australia
| | - Yun Chor Gary Lee
- Pleural Medicine Unit, Institute for Respiratory Health, Perth, Australia
- Medical School, Faculty of Health and Medical Sciences, University of Western Australia, Perth, Australia
- Respiratory Medicine, Sir Charles Gairdner Hospital, Nedlands, Australia
- Joint senior authors
| | - Carolyn J. Peddle-McIntyre
- Pleural Medicine Unit, Institute for Respiratory Health, Perth, Australia
- Exercise Medicine Research Institute, Edith Cowan University, Joondalup, Australia
- School of Medical and Health Sciences, Edith Cowan University, Joondalup, Australia
- Joint senior authors
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Seo J, An S, Kim D. Effect of Physical Activity on Health-Related Quality of Life of Older Adults Using Newly Developed Health-Related Quality of Life Tool for the Korean Population. Healthcare (Basel) 2023; 11:2192. [PMID: 37570432 PMCID: PMC10418938 DOI: 10.3390/healthcare11152192] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/16/2023] [Revised: 07/21/2023] [Accepted: 08/01/2023] [Indexed: 08/13/2023] Open
Abstract
This study aimed to investigate the effect of physical activity on health-related quality of life. Data from the 2019 Korean National Health and Nutrition Examination Survey were used. The participants were 1495 (56.7% women) older individuals older than 65 years of age. A one-way analysis of variance (ANOVA) and multiple regression analysis were performed to determine the effect of walking and strength exercise on the health-related quality of life using the Korean version of the health-related quality of life questionnaire called the Korean Health-Related Quality of Life Instrument with 8 Items (HINT-8). The one-way ANOVA revealed that the health-related quality of life (according to the HINT-8) differed depending on increases in walking and strength exercise. Furthermore, walking and strength exercise positively influenced the health-related quality of life according to the HINT-8. Therefore, this study showed that walking and strength exercise were associated with the health-related quality of life among older Korean individuals. This study will be helpful for future studies on the health-related quality of life of older individuals.
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Affiliation(s)
- Jungwoon Seo
- Department of Physical Education, Dongguk University, Seoul 06420, Republic of Korea; (J.S.); (S.A.)
| | - Sangyong An
- Department of Physical Education, Dongguk University, Seoul 06420, Republic of Korea; (J.S.); (S.A.)
| | - Daehee Kim
- College of Information Technology and Convergence, Pukyong National University, Busan 48513, Republic of Korea
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Park JH, Lim NK, Park HY. Sex-based differences in the association of leisure-time physical activity with the risk of depression: the Ansan and Ansung study of the Korean Genome and Epidemiology Study (KoGES). Front Public Health 2023; 11:1176879. [PMID: 37397713 PMCID: PMC10311255 DOI: 10.3389/fpubh.2023.1176879] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/01/2023] [Accepted: 05/30/2023] [Indexed: 07/04/2023] Open
Abstract
Objective Depression is a serious mental disorder which is the leading cause of suicide. This study investigated the association between incident depression and 4-year leisure-time physical activity (PA) levels and/or resistance training (RT). Methods This community-based Korean cohort included 3,967 participants without depression at baseline. The average PA-time (the total duration of moderate-intensity leisure-time PA) up to 4 years prior to baseline enrollment was calculated to evaluate the cumulative levels of PA. Participants were divided into four groups based on their average PA-time: "Non-PA," " <150 min/week," "150-299 min/week," and "≥300 min/week." Furthermore, based on compliance to PA guidelines (≥150 min/week of PA-time) and participation in RT, the participants were categorized into four subgroups: "Low-PA," "Low-PA+RT," "High-PA," and "High-PA+RT." A multivariate Cox proportional hazards regression model was used to assess the 4-year incidence of depression according to leisure-time PA levels and/or regularity of RT. Results During the mean 3.72 ± 0.69 years of follow-up, 432 participants (10.89%) developed depression. In women, performing 150-299 min/week of moderate-intensity leisure-time PA was associated with a 38% risk reduction for incident depression (HR, 0.62; CI, 0.43-0.89; p < 0.05), whereas more than 300 min/week of that was related to a 44% risk reduction for incident depression (HR, 0.56; CI, 0.35-0.89; p < 0.05) as compared to that in the Non-PA group. However, in men, there was no significant relationship between the amount of leisure-time PA per week and the risk of incident depression. Moreover, in both sexes, RT had no significant effect on depression in either the Low-PA or High-PA group. Conclusions There was an inverse dose-response association between leisure-time PA levels and incident depression only in women, whereas adding RT to high levels of PA had no significant effect on depression in either sex.
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Affiliation(s)
- Jae Ho Park
- Division of Population Health Research, Department of Precision Medicine, Korea National Institute of Health, Korea Disease Control and Prevention Agency, Cheongju, Republic of Korea
| | - Nam-Kyoo Lim
- Division of Population Health Research, Department of Precision Medicine, Korea National Institute of Health, Korea Disease Control and Prevention Agency, Cheongju, Republic of Korea
| | - Hyun-Young Park
- Department of Precision Medicine, Korea National Institute of Health, Korea Disease Control and Prevention Agency, Cheongju, Republic of Korea
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Vavassori R, Moreno MP, Ureña Espa A. The Perception of Volleyball Student-Athletes: Evaluation of Well-Being, Sport Workload, Players' Response, and Academic Demands. Healthcare (Basel) 2023; 11:healthcare11111538. [PMID: 37297678 DOI: 10.3390/healthcare11111538] [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: 04/27/2023] [Revised: 05/18/2023] [Accepted: 05/23/2023] [Indexed: 06/12/2023] Open
Abstract
Physical activity has been shown to improve the health and well-being of students, athletes and the general population, especially when it is properly monitored and responses are evaluated. However, data are mostly gathered without considering a valuable element, participants' perceptions. Therefore, the objective was to know the perception of volleyball student-athletes when using different monitoring and response tools that assess well-being, workloads, responses to workloads, and academic demands. A qualitative study using semi-structured interviews with female volleyball student-athletes (n = 22) was used to know players' perceptions when using a wellness/well-being questionnaire, session ratings of perceived exertion (sRPE), and countermovement jumps (CMJ), and consider academic demands. Results show that the wellness questionnaire and sRPE increased student-athletes' awareness of well-being and readiness to perform, improved self-evaluation, self-regulation, and self-demand. However, motivation and overcoming challenges were based on the CMJ. Academic demands affected 82% of student-athletes, altering stress, fatigue, and sleep quality. Nonetheless, sport was seen as an activity that helped with academic commitments. Therefore, the wellness questionnaires and the sRPE facilitated self-awareness and positive dispositions toward self-regulation. Simultaneous intensive academic demands and training can produce mutual positive effects if the variables of physical and mental loads are harmonized in the critical academic and sports periods.
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Affiliation(s)
- Roberto Vavassori
- Department of Sports Science and Physical Education, University of Granada, Carretera de Alfacar 21, 18011 Granada, Spain
| | - María Perla Moreno
- Department of Sports Science and Physical Education, University of Granada, Carretera de Alfacar 21, 18011 Granada, Spain
| | - Aurelio Ureña Espa
- Department of Sports Science and Physical Education, University of Granada, Carretera de Alfacar 21, 18011 Granada, Spain
- Mixed Institute of Sport and Health of the University of Granada iMUDS, University of Granada, Parque Tecnológico de la Salud, Av. del Conocimiento, s/n, 18007 Granada, Spain
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