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Navalta JW, McGinnis GR, Malek EM. Exercise in a natural environment increases program compliance in people with chronic migraine: A pilot cross-over randomized trial. J Bodyw Mov Ther 2024; 39:116-121. [PMID: 38876614 PMCID: PMC11180221 DOI: 10.1016/j.jbmt.2024.02.037] [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: 01/30/2023] [Revised: 01/23/2024] [Accepted: 02/25/2024] [Indexed: 06/16/2024]
Abstract
Adverse side effects from pharmacological treatments cause people with migraine to delay or avoid taking medication. Exercise is effective, but the effect of environment is unknown. The purpose was to determine if a natural environment affects monthly migraine load. Sedentary individuals (8 female, 1 non-binary) who experienced migraines participated. Participants completed one month of exercise (3 x week, 30-min, 60-70% estimated HRmax) indoors as well as in a natural outdoor environment in a randomized counterbalanced order. Migraine load was determined using the Headache Impact Test (HIT-6) and Migraine Disability Assessment (MIDAS) at the beginning and end of each month. Data were analyzed using repeated measures ANOVA. No interactions were evident for HIT-6 (p = 0.80), MIDAS (p = 0.72), migraine days (p = 0.508), or pain intensity (p = 0.66). No main effects were noted. Compliance was greater in the outdoor environment, with more exercise sessions completed in nature (Indoor = 72%, Outdoor = 90%, p < 0.001). Exercise environment did not impact MIDAS or HIT-6 questionnaire results, number of migraine days, or pain intensity. While there was no reduction in migraine load, it is possible that other health benefits were experienced due to greater compliance in a natural environment.
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Affiliation(s)
- James W Navalta
- Department of Kinesiology and Nutrition Sciences, University of Nevada, Las Vegas, Las Vegas, NV, 89154, USA.
| | - Graham R McGinnis
- Department of Kinesiology and Nutrition Sciences, University of Nevada, Las Vegas, Las Vegas, NV, 89154, USA
| | - Elias M Malek
- Department of Kinesiology and Nutrition Sciences, University of Nevada, Las Vegas, Las Vegas, NV, 89154, USA
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2
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Brito H, Lopes H, Vaz de Carvalho M, Carrilho D, Carvalho A, Araújo D. The effects of nature-based vs. indoor settings on the adaptability, performance and affect of calisthenics exercisers. A registered report. PSYCHOLOGY OF SPORT AND EXERCISE 2024; 73:102626. [PMID: 38492765 DOI: 10.1016/j.psychsport.2024.102626] [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: 07/07/2023] [Revised: 03/13/2024] [Accepted: 03/14/2024] [Indexed: 03/18/2024]
Abstract
Comparisons of the beneficial effects of nature-based versus indoor physical activity have been extensively reported, but existing research addresses mainly aerobic activity (running, jogging), not resistance or mixed (aerobic and resistance) exercise. It is unclear if the psychological benefits extend to functionality, i.e., if participants perform their activities better in nature, and how movement is expressed in nature-based and indoor environments, during similar exercise. The present registered report was a randomized controlled trial investigating how engaging in similar resistance-based exercise (calisthenics) in nature-based and indoor settings differed in affective valence, perceived exertion, visual attention, movement adaptability, heart rate variability, and performance. Nature-based exercisers (N = 51) showed increased performance output than indoor exercisers (N = 53) (p < 0.001). There were no group differences in affective valence, perceived exertion, or visual attention. However, psychological states of nature-based exercisers showed stronger associations to performance output (r < 0.33) than those of indoor exercisers (r < 0.03). Nature-based exercisers' movement variability and structure, measured with non-linear and fractal techniques (Sample Entropy and Detrended Fluctuation Analysis), were more regular (p < 0.001) and more functionally adaptive (long-term Detrended Fluctuation Analysis, p = 0.022) to achieve better performance output. Heart rate variability measures were not different between groups. Distinct environments can influence movement adaptability in a calisthenics exercise routine, and ultimately contribute to better performance. These results show how action is specific to task environment, and how action implies not only the task, but also the characteristics of the environment. TRIAL REGISTRATION: NCT05090501 (Clinicaltrials.gov). Registered October 21, 2021.
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Affiliation(s)
- Henrique Brito
- CIPER, Faculdade de Motricidade Humana, Universidade de Lisboa, Cruz Quebrada-Dafundo, Portugal.
| | - Henrique Lopes
- CIPER, Faculdade de Motricidade Humana, Universidade de Lisboa, Cruz Quebrada-Dafundo, Portugal
| | | | - Daniel Carrilho
- CIPER, Faculdade de Motricidade Humana, Universidade de Lisboa, Cruz Quebrada-Dafundo, Portugal
| | - Adriano Carvalho
- CIPER, Faculdade de Motricidade Humana, Universidade de Lisboa, Cruz Quebrada-Dafundo, Portugal
| | - Duarte Araújo
- CIPER, Faculdade de Motricidade Humana, Universidade de Lisboa, Cruz Quebrada-Dafundo, Portugal
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3
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Zhou TY, Yuan XM, Ma XJ. Can natural environments enhance acute effects of rehabilitation exercise for older adults? A pilot randomized controlled trial. Aging Clin Exp Res 2023; 35:1213-1219. [PMID: 37060534 DOI: 10.1007/s40520-023-02402-1] [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: 12/01/2022] [Accepted: 03/23/2023] [Indexed: 04/16/2023]
Abstract
The added value of natural environments in rehabilitation exercise is unclear. This study aimed to investigate whether there are more acute health benefits for older adults after a single rehabilitation exercise session performed in an outdoor natural environment compared with an indoor environment. Twenty-two nursing home residents were randomly assigned to the outdoor (n = 11, 79.5 ± 2.1 years) or indoor group (n = 11, 78.8 ± 5.2 years). Performance test outcomes were measured pre- and post-training session. The indoor group had a significantly higher blood pressure, greater increase in heart rate, higher perceived exercise intensity and physiological fatigue than the outdoor group. The combination of rehabilitation exercise with an outdoor natural environment may reduce exercise fatigue and improve cardiovascular health in older adults, with greater acute health benefits compared with an indoor environment. Rehabilitation exercise in the natural environments may be a highly valued environmental intervention for physiotherapy in older adults.
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Affiliation(s)
- Tong-Yue Zhou
- School of Architecture, State Key Laboratory of Subtropical Building Science, South China University of Technology, Guangzhou, 501640, Guangdong, China
| | - Xiao-Mei Yuan
- School of Architecture, State Key Laboratory of Subtropical Building Science, South China University of Technology, Guangzhou, 501640, Guangdong, China.
| | - Xiao-Jun Ma
- School of Physical Education, South China University of Technology, Guangzhou, 501640, Guangdong, China.
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4
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Alvarado C, Castillo-Aguilar M, Villegas V, Estrada Goic C, Harris K, Barria P, Moraes MM, Mendes TT, Arantes RME, Valdés-Badilla P, Núñez-Espinosa C. Physical Activity, Seasonal Sensitivity and Psychological Well-Being of People of Different Age Groups Living in Extreme Environments. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2023; 20:1719. [PMID: 36767088 PMCID: PMC9914638 DOI: 10.3390/ijerph20031719] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 11/22/2022] [Revised: 01/12/2023] [Accepted: 01/13/2023] [Indexed: 06/18/2023]
Abstract
Physical activity can prevent many organic and mental pathologies. For people living in extreme southern high-latitude environments, weather conditions can affect these activities, altering their psychological well-being and favoring the prevalence of seasonal sensitivity (SS). This study aims to determine the relationships between the practice of physical activity, seasonal sensitivity and well-being in people living in high southern latitudes. A cross-sectional study was conducted, using the Seasonal Pattern Assessment Questionnaire (SPAQ), applying a psychological well-being scale, and determining sports practice according to the recommendations of the World Health Organization (WHO) for the 370 male (n = 209; 55%) and female (n = 173; 45%) participants. The main results indicated that 194 people (52 ± 7.7 years) reported physical activity. High-intensity physical activity practitioners recorded a significantly lower proportion of SS. In terms of psychological well-being, an adverse effect was found between the Seasonal Score Index (SSI) and five subcategories of the Ryff well-being scale. In conclusion, those who perform high-intensity physical activity have a lower SS, and those who have a higher SS have a lower psychological well-being.
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Affiliation(s)
- Caren Alvarado
- School of Medicine, Magallanes University, Punta Arenas 6210005, Chile
- Centro Asistencial de Docencia e Investigación (CADI-UMAG), Punta Arenas 6210005, Chile
| | - Matías Castillo-Aguilar
- Centro Asistencial de Docencia e Investigación (CADI-UMAG), Punta Arenas 6210005, Chile
- Kinesiology Department, Magallanes University, Punta Arenas 6210005, Chile
| | - Valeska Villegas
- Centro Asistencial de Docencia e Investigación (CADI-UMAG), Punta Arenas 6210005, Chile
| | | | - Katherine Harris
- Centro Asistencial de Docencia e Investigación (CADI-UMAG), Punta Arenas 6210005, Chile
- Kinesiology Department, Magallanes University, Punta Arenas 6210005, Chile
| | - Patricio Barria
- Corporación de Rehabilitación Club de Leones Cruz del Sur, Punta Arenas 6210005, Chile
- Brain-Machine Interface Systems Lab, Systems Engineering and Automation Department, Universidad Miguel Hernández de Elche, 03202 Elche, Spain
| | - Michele M. Moraes
- Department of Pathology, Institute of Biological Sciences, Universidade Federal de Minas Gerais, Belo Horizonte 31270-901, MG, Brazil
- Associate Researcher of the Center for Newborn Screening and Genetics Diagnosis, Faculty of Medicine, Universidade Federal de Minas Gerais, Belo Horizonte 31270-901, MG, Brazil
| | - Thiago T. Mendes
- Department of Physical Education, Faculty of Education, Universidade Federal da Bahia, Salvador 40170-110, BA, Brazil
| | - Rosa M. E. Arantes
- Department of Pathology, Institute of Biological Sciences, Universidade Federal de Minas Gerais, Belo Horizonte 31270-901, MG, Brazil
- Associate Researcher of the Center for Newborn Screening and Genetics Diagnosis, Faculty of Medicine, Universidade Federal de Minas Gerais, Belo Horizonte 31270-901, MG, Brazil
| | - Pablo Valdés-Badilla
- Department of Physical Activity Sciences, Faculty of Education Sciences, Universidad Católica del Maule, Talca 3530000, Chile
- Sports Coach Career, School of Education, Universidad Viña del Mar, Viña del Mar 2520000, Chile
| | - Cristian Núñez-Espinosa
- School of Medicine, Magallanes University, Punta Arenas 6210005, Chile
- Centro Asistencial de Docencia e Investigación (CADI-UMAG), Punta Arenas 6210005, Chile
- Interuniversity Center for Healthy Aging, Santiago 8380544, Chile
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5
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Bikomeye JC, Balza JS, Kwarteng JL, Beyer AM, Beyer KMM. The impact of greenspace or nature-based interventions on cardiovascular health or cancer-related outcomes: A systematic review of experimental studies. PLoS One 2022; 17:e0276517. [PMID: 36417344 PMCID: PMC9683573 DOI: 10.1371/journal.pone.0276517] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/21/2022] [Accepted: 10/10/2022] [Indexed: 11/24/2022] Open
Abstract
SIGNIFICANCE Globally, cardiovascular disease (CVD) and cancer are leading causes of morbidity and mortality. While having different etiologies, CVD and cancer are linked by multiple shared risk factors, the presence of which exacerbate adverse outcomes for individuals with either disease. For both pathologies, factors such as poverty, lack of physical activity (PA), poor dietary intake, and climate change increase risk of adverse outcomes. Prior research has shown that greenspaces and other nature-based interventions (NBIs) contribute to improved health outcomes and climate change resilience. OBJECTIVE To summarize evidence on the impact of greenspaces or NBIs on cardiovascular health and/or cancer-related outcomes and identify knowledge gaps to inform future research. METHODS Following the Preferred Reporting Items for Systematic Reviews and Meta-Analyses (PRISMA) 2020 and Peer Review of Electronic Search Strategies (PRESS) guidelines, we searched five databases: Web of Science, Scopus, Medline, PsycINFO and GreenFile. Two blinded reviewers used Rayyan AI and a predefined criteria for article inclusion and exclusion. The risk of bias was assessed using a modified version of the Newcastle-Ottawa Scale (NOS). This review is registered with PROSPERO, ID # CRD42021231619. RESULTS & DISCUSSION Of 2565 articles retrieved, 31 articles met the inclusion criteria, and overall had a low risk of bias. 26 articles studied cardiovascular related outcomes and 5 studied cancer-related outcomes. Interventions were coded into 4 categories: forest bathing, green exercise, gardening, and nature viewing. Outcomes included blood pressure (BP), cancer-related quality of life (QoL) and (more infrequently) biomarkers of CVD risk. Descriptions of findings are presented as well as visual presentations of trends across the findings using RAW graphs. Overall studies included have a low risk of bias; and alluvial chart trends indicated that NBIs may have beneficial effects on CVD and cancer-related outcomes. CONCLUSIONS & IMPLICATIONS (1) Clinical implication: Healthcare providers should consider the promotion of nature-based programs to improve health outcomes. (2) Policy implication: There is a need for investment in equitable greenspaces to improve health outcomes and build climate resilient neighborhoods. (3) Research or academic implication: Research partnerships with community-based organizations for a comprehensive study of benefits associated with NBIs should be encouraged to reduce health disparities and ensure intergenerational health equity. There is a need for investigation of the mechanisms by which NBIs impact CVD and exploration of the role of CVD biological markers of inflammation among cancer survivors.
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Affiliation(s)
- Jean C. Bikomeye
- Division of Epidemiology & Social Sciences, PhD Program in Public and Community Health, Institute for Health & Equity, Medical College of Wisconsin, Milwaukee, WI, United States of America
| | - Joanna S. Balza
- Division of Epidemiology & Social Sciences, PhD Program in Public and Community Health, Institute for Health & Equity, Medical College of Wisconsin, Milwaukee, WI, United States of America
| | - Jamila L. Kwarteng
- Division of Community Health, Institute for Health & Equity, Medical College of Wisconsin, Milwaukee, WI, United States of America
- MCW Cancer Center, Medical College of Wisconsin, Milwaukee, WI, United States of America
| | - Andreas M. Beyer
- MCW Cancer Center, Medical College of Wisconsin, Milwaukee, WI, United States of America
- Division of Cardiology, Department of Medicine, Cardiovascular Center, Medical College of Wisconsin, Milwaukee, WI, United States of America
| | - Kirsten M. M. Beyer
- Division of Epidemiology & Social Sciences, PhD Program in Public and Community Health, Institute for Health & Equity, Medical College of Wisconsin, Milwaukee, WI, United States of America
- MCW Cancer Center, Medical College of Wisconsin, Milwaukee, WI, United States of America
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6
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Gaekwad JS, Sal Moslehian A, Roös PB, Walker A. A Meta-Analysis of Emotional Evidence for the Biophilia Hypothesis and Implications for Biophilic Design. Front Psychol 2022; 13:750245. [PMID: 35693493 PMCID: PMC9186521 DOI: 10.3389/fpsyg.2022.750245] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/30/2021] [Accepted: 04/21/2022] [Indexed: 11/13/2022] Open
Abstract
The biophilia hypothesis posits an innate biological and genetic connection between human and nature, including an emotional dimension to this connection. Biophilic design builds on this hypothesis in an attempt to design human-nature connections into the built environment. This article builds on this theoretical framework through a meta-analysis of experimental studies on the emotional impacts of human exposure to natural and urban environments. A total of 49 studies were identified, with a combined sample size of 3,201 participants. The primary findings indicated that exposure to natural environments had a medium to large effect on both increasing positive affect and decreasing negative affect. This finding supported the anticipated emotional dimension of the biophilia hypothesis and lends credibility to biophilic design theory. Evidence was revealed in support of the affective/arousal response model. Immersion in environments indicated a larger effect size than laboratory simulation of environments. Methodological recommendations for future experimental research were few, however the Positive and Negative Affect Schedule (PANAS) outcome measure was recommended as a measure of both positive and negative affect for further studies. A combination measurement of stress related outcome variables was proposed to further explore the affective/arousal response model and its potential relationship to the biophilia hypothesis. The meta-analysis provides evidence for fundamental theories regarding human-nature connection, while revealing gaps in current knowledge.
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Affiliation(s)
- Jason S. Gaekwad
- Live+Smart Research Laboratory, School of Architecture and Built Environment, Faculty of Science, Engineering and Built Environment, Deakin University, Geelong, VIC, Australia
- *Correspondence: Jason S. Gaekwad
| | - Anahita Sal Moslehian
- School of Architecture and Built Environment, Faculty of Science, Engineering and Built Environment, Deakin University, Geelong, VIC, Australia
| | - Phillip B. Roös
- Live+Smart Research Laboratory, School of Architecture and Built Environment, Faculty of Science, Engineering and Built Environment, Deakin University, Geelong, VIC, Australia
| | - Arlene Walker
- School of Psychology, Faculty of Health, Deakin University, Geelong, VIC, Australia
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7
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Brito HS, Carraça EV, Palmeira AL, Ferreira JP, Vleck V, Araújo D. Benefits to Performance and Well-Being of Nature-Based Exercise: A Critical Systematic Review and Meta-Analysis. ENVIRONMENTAL SCIENCE & TECHNOLOGY 2022; 56:62-77. [PMID: 34919375 DOI: 10.1021/acs.est.1c05151] [Citation(s) in RCA: 8] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/14/2023]
Abstract
Prior reviews point to the superior benefits of exercising in nature vs in conventional indoor venues, particularly in terms of well-being. However, physical exercise performance, neither in terms of efficacy nor efficiency, has not been sufficiently addressed by past reviews of this topic. Therefore, we conducted both a systematic review and meta-analysis of the experimental literature that relates to differences in exercise performance and well-being between exercising in nature and in conventional indoor venues. Forty-nine relevant studies─the outcome data of which were used for the systematic review─were located within the Web of Science, PubMed, and Scopus databases. The meta-analyses, using data from twenty-four of the relevant studies, revealed no significant overall environmental effect on task performance efficacy outcomes (p = 0.100). For nature-based exercise, however, marginally positive cognitive performance outcomes (p = 0.059), lower ratings of perceived exhaustion (p = 0.001), and higher levels of vigor (p = 0.017) were observed, indicating higher performance efficiency. As for the effects of environment on well-being, positive affect was significantly higher for nature-based exercise (p = 0.000), while perceived stress was significantly higher for indoor exercise (p = 0.032). These results must, however, be interpreted with caution. High levels of bias and between-study heterogeneity were observed. Nonetheless, given several noticeable trends in the results, it may be that exercising in nature enhances the efficiency of exercise task performance to a greater extent than does indoor exercise.
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Affiliation(s)
- Henrique S Brito
- CIPER, Faculdade de Motricidade Humana, Universidade de Lisboa, Cruz Quebrada - Dafundo, 1499-002, Lisbon Portugal
| | - Eliana V Carraça
- CIDEFES, Faculdade de Educação Física e Desporto, Universidade Lusófona de Humanidades e Tecnologias, Campo Grande, 1749-024, Lisbon Portugal
| | - António L Palmeira
- CIDEFES, Faculdade de Educação Física e Desporto, Universidade Lusófona de Humanidades e Tecnologias, Campo Grande, 1749-024, Lisbon Portugal
| | - José P Ferreira
- CIDAF, Faculdade de Ciências do Desporto e Educação Física, Universidade de Coimbra, Estádio Universitário de Coimbra, 3040-248, Coimbra, Portugal
| | - Veronica Vleck
- CIPER, Faculdade de Motricidade Humana, Universidade de Lisboa, Cruz Quebrada - Dafundo, 1499-002, Lisbon Portugal
| | - Duarte Araújo
- CIPER, Faculdade de Motricidade Humana, Universidade de Lisboa, Cruz Quebrada - Dafundo, 1499-002, Lisbon Portugal
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8
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Effects of Acute Beta-Alanine Ingestion and Immersion-Plus-Exercise on Connectedness to Nature and Perceived Pain. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2021; 18:ijerph18158134. [PMID: 34360425 PMCID: PMC8346088 DOI: 10.3390/ijerph18158134] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 06/08/2021] [Revised: 07/28/2021] [Accepted: 07/29/2021] [Indexed: 11/17/2022]
Abstract
This double-blinded, placebo-controlled, crossover study examined the effect of induced painful sensation (via acute Beta Alanine (B-ALA) ingestion) on Love and Care of Nature (LCN), heart rate (HR), rating of perceived exertion (RPE), and McGill Pain Questionnaire (MPQ) during outdoor exercise. Twenty participants volunteered on consecutive days to complete a 0.8 km (0.5 mi) up-hill hike after consuming either B-ALA (6.4 g) or placebo. Immediately after consumption participants answered LCN, RPE, and MPQ questionnaires, immersed in a natural environment for 45 min, and then completed a hike as quickly as possible without running. No difference in HR (p = 0.846), or RPE (p = 0.606) were observed between treatments. Total MPQ scores increased with consumption of B-ALA (p = 0.001). An increased LCN score was observed following exercise regardless of condition (p = 0.035). The results demonstrate that acute B-ALA supplementation is effective in increasing perceived pain sensations. The results also demonstrate an increase in LCN in the presence of increased perceptions of pain sensations during exercise.
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9
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Concurrent heart rate validity of wearable technology devices during trail running. PLoS One 2020; 15:e0238569. [PMID: 32866216 PMCID: PMC7458324 DOI: 10.1371/journal.pone.0238569] [Citation(s) in RCA: 18] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/13/2020] [Accepted: 08/19/2020] [Indexed: 12/27/2022] Open
Abstract
Validation of heart rate responses in wearable technology devices is generally composed of laboratory-based protocols that are steady state in nature and as a result, high accuracy measures are returned. However, there is a need to understand device validity in applied settings that include varied intensities of exercise. The purpose was to determine concurrent heart rate validity during trail running. Twenty-one healthy participants volunteered (female n = 10, [mean (SD)]: age = 31 [11] years, height = 173.0 [7] cm, mass = 75.6 [13] kg). Participants were outfitted with wearable technology devices (Garmin Fenix 5 wristwatch, Jabra Elite Sport earbuds, Motiv ring, Scosche Rhythm+ forearm band, Suunto Spartan Sport watch with accompanying chest strap) and completed a self-paced 3.22 km trail run while concurrently wearing a criterion heart rate strap (Polar H7 heart rate monitor). The trail runs were out-and-back with the first 1.61 km in an uphill direction, and the 1.61 return being downhill in nature. Validity was determined through three methods: Mean Absolute Percent Error (MAPE), Bland-Altman Limits of Agreement (LOA), and Lin’s Concordance Coefficient (rC). Validity measures overall are as follows: Garmin Fenix 5 (MAPE = 13%, LOA = -32 to 162, rC = 0.32), Jabra Elite Sport (MAPE = 23%, LOA = -464 to 503, rC = 0.38), Motiv ring (MAPE = 16%, LOA = -52 to 96, rC = 0.29), Scosche Rhythm+ (MAPE = 6%, LOA = -114 to 120, rC = 0.79), Suunto Spartan Sport (MAPE = 2%, LOA = -62 to 61, rC = 0.96). All photoplethysmography-based (PPG) devices displayed poor heart rate agreement during variable intensity trail running. Until technological advances occur in PPG-based devices allowing for acceptable agreement, heart rate in outdoor environments should be obtained using an ECG-based chest strap that can be connected to a wristwatch or other comparable receiver.
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