An Intense Bout of Acute Aerobic Exercise, but Not a Carbohydrate Supplement, Improves Cognitive Task Performance in a Sample of Black, Indigenous, and People of Color (BIPOC) Student Athletes
Abstract
:1. Introduction
2. Methods
2.1. Research Design
2.2. Subjects
2.3. Procedures
2.4. Measures
2.5. Statistical Analyses
2.5.1. Pre-Processing of Data
2.5.2. Primary Analyses
3. Results
3.1. Differences in Blood Glucose and Cognitive Task Performance Pre- and Post-Maximal Exercise
3.2. Difference between Beverages
3.3. Association between VO2max, Cognitive Task Performance, and Blood Glucose
4. Discussion
5. Conclusions
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Acknowledgments
Conflicts of Interest
References
- Chang, Y.; Labban, J.; Gapin, J.; Etnier, J. The Effects of Acute Exercise on Cognitive Performance: A Meta-Analysis. Brain Res. 2012, 1453, 87–101. [Google Scholar] [CrossRef] [PubMed]
- Scharfen, H.-E.; Memmert, D. The Relationship Between Cognitive Functions and Sport-Specific Motor Skills in Elite Youth Soccer Players. Front. Psychol. 2019, 10, 817. [Google Scholar] [CrossRef] [PubMed]
- Hammermeister, J.; Pickering, M.; Lennox, M.A. Military Applications of Performance Psychology Methods and Techniques: An Overview of Practice and Research. J. Perform. Psychol. 2011, 14, 4–11. [Google Scholar]
- Scott, S.P.; de Souza, M.J.; Koehler, K.; Petkus, D.L.; Murray-Kolb, L.E. Cardiorespiratory Fitness Is Associated with Better Executive Function in Young Women. Med. Sci. Sport. Exerc. 2016, 48, 1994–2002. [Google Scholar] [CrossRef]
- Budde, H.; Brunelli, A.; Machado, S.; Velasques, B.; Ribeiro, P.; Arias-Carrión, O.; Voelcker-Rehage, C. Intermittent Maximal Exercise Improves Attentional Performance Only in Physically Active Students. Arch. Med. Res. 2012, 43, 125–131. [Google Scholar] [CrossRef]
- Gothe, N.P. Examining the Effects of Light versus Moderate to Vigorous Physical Activity on Cognitive Function in African American Adults. Aging Ment. Health 2021, 25, 1659–1665. [Google Scholar] [CrossRef] [PubMed]
- Basso, J.C.; Suzuki, W.A. The Effects of Acute Exercise on Mood, Cognition, Neurophysiology, and Neurochemical Pathways: A Review. Brain Plast. 2017, 2, 127–152. [Google Scholar] [CrossRef]
- Lambourne, K.; Tomporowski, P. The Effect of Exercise-Induced Arousal on Cognitive Task Performance: A Meta-Regression Analysis. Brain Res. 2010, 1341, 12–24. [Google Scholar] [CrossRef]
- McMorris, T.; Graydon, J. The Effect of Exercise on Cognitive Performance in Soccer-Specific Tests. J. Sport. Sci. 1997, 15, 459–468. [Google Scholar] [CrossRef]
- Sipavičienė, S.; Dumčienė, A.; Ramanauskienė, I.; Skurvydas, A. Effect of Single Physical Load of Different Duration and Intensity on Cognitive Function. Medicina 2012, 48, 218–223. [Google Scholar] [CrossRef]
- Netz, Y.; Tomer, R.; Axelrad, S.; Argov, E.; Inbar, O. The Effect of a Single Aerobic Training Session on Cognitive Flexibility in Late Middle-Aged Adults. Int. J. Sport. Med. 2007, 28, 82–87. [Google Scholar] [CrossRef] [PubMed]
- Brisswalter, J.; Collardeau, M.; René, A. Effects of Acute Physical Exercise Characteristics on Cognitive Performance. Sport. Med. 2002, 32, 555–566. [Google Scholar] [CrossRef]
- Thomson, K.; Watt, A.P.; Liukkonen, J. Differences in Ball Sports Athletes Speed Discrimination Skills before and after Exercise Induced Fatigue. J. Sport. Sci. Med. 2009, 8, 259–264. [Google Scholar] [PubMed]
- Stone, B.L.; Beneda-Bender, M.; McCollum, D.L.; Sun, J.; Shelley, J.H.; Ashley, J.D.; Fuenzalida, E.; Kellewan, J.M. Understanding Cognitive Performance during Exercise in Reserve Officers’ Training Corps: Establishing the Executive Function-Exercise Intensity Relationship. J. Appl. Physiol. 2020, 129, 846–854. [Google Scholar] [CrossRef] [PubMed]
- Mekari, S.; Earle, M.; Martins, R.; Drisdelle, S.; Killen, M.; Bouffard-Levasseur, V.; Dupuy, O. Effect of High Intensity Interval Training Compared to Continuous Training on Cognitive Performance in Young Healthy Adults: A Pilot Study. Brain Sci. 2020, 10, 81. [Google Scholar] [CrossRef]
- Murray, B.; Rosenbloom, C. Fundamentals of Glycogen Metabolism for Coaches and Athletes. Nutr. Rev. 2018, 76, 243–259. [Google Scholar] [CrossRef]
- Graveling, A.J.; Deary, I.J.; Frier, B.M. Acute Hypoglycemia Impairs Executive Cognitive Function in Adults with and without Type 1 Diabetes. Diabetes Care 2013, 36, 3240–3246. [Google Scholar] [CrossRef]
- Scholey, A.; Savage, K.; O’Neill, B.V.; Owen, L.; Stough, C.; Priestley, C.; Wetherell, M. Effects of Two Doses of Glucose and a Caffeine–Glucose Combination on Cognitive Performance and Mood during Multi-Tasking. Hum. Psychopharmacol. 2014, 29, 434–445. [Google Scholar] [CrossRef]
- Baker, L.B.; Rollo, I.; Stein, K.W.; Jeukendrup, A.E. Acute Effects of Carbohydrate Supplementation on Intermittent Sports Performance. Nutrients 2015, 7, 5733–5763. [Google Scholar] [CrossRef]
- Pomportes, L.; Brisswalter, J.; Hays, A.; Davranche, K. Effect of Carbohydrate Intake on Maximal Power Output and Cognitive Performances. Sports 2016, 4, 49. [Google Scholar] [CrossRef]
- Baker, L.B.; Nuccio, R.P.; Jeukendrup, A.E. Acute Effects of Dietary Constituents on Motor Skill and Cognitive Performance in Athletes. Nutr. Rev. 2014, 72, 790–802. [Google Scholar] [CrossRef] [PubMed]
- Cermak, N.M.; van Loon, L.J.C. The Use of Carbohydrates during Exercise as an Ergogenic Aid. Sport. Med. 2013, 43, 1139–1155. [Google Scholar] [CrossRef] [PubMed]
- Pomportes, L.; Brisswalter, J. Carbohydrate Mouth Rinse Effects on Physical and Cognitive Performance: Benefits and Limitations in Sports. Sci. Sports 2020, 35, 200–206. [Google Scholar] [CrossRef]
- De Pauw, K.; Roelands, B.; Knaepen, K.; Polfliet, M.; Stiens, J.; Meeusen, R. Effects of Caffeine and Maltodextrin Mouth Rinsing on P300, Brain Imaging, and Cognitive Performance. J. Appl. Physiol. 2015, 118, 776–782. [Google Scholar] [CrossRef] [PubMed]
- George, S.; Duran, N.; Norris, K. A Systematic Review of Barriers and Facilitators to Minority Research Participation Among African Americans, Latinos, Asian Americans, and Pacific Islanders. Am. J. Public Health 2014, 104, e16–e31. [Google Scholar] [CrossRef]
- Pöchmüller, M.; Schwingshackl, L.; Colombani, P.C.; Hoffmann, G. A Systematic Review and Meta-Analysis of Carbohydrate Benefits Associated with Randomized Controlled Competition-Based Performance Trials. J. Int. Soc. Sport. Nutr. 2016, 13, 27. [Google Scholar] [CrossRef]
- Rodriguez, N.; Dimarco, N.; Langley, S. Position of the American Dietetic Association, Dietitians of Canada, and the American College of Sports Medicine: Nutrition and Athletic Performance. J. Am. Diet Assoc. 2009, 109, 509–527. [Google Scholar] [CrossRef]
- Vicente-Salar, N.; Santos-Sánchez, G.; Roche, E. Nutritional Ergogenic Aids in Racquet Sports: A Systematic Review. Nutrients 2020, 12, 2842. [Google Scholar] [CrossRef]
- Pilcher, J.J.; Huffcutt, A.I. Effects of Sleep Deprivation on Performance: A Meta-Analysis. Sleep 1996, 19, 318–326. [Google Scholar] [CrossRef]
- Kang, H. Sample Size Determination and Power Analysis Using the G*Power Software. J. Educ. Eval. Health Prof. 2021, 18, 17. [Google Scholar] [CrossRef]
- Boolani, A.; Lindheimer, J.B.; Loy, B.D.; Crozier, S.; O’Connor, P.J. Acute Effects of Brewed Cocoa Consumption on Attention, Motivation to Perform Cognitive Work and Feelings of Anxiety, Energy and Fatigue: A Randomized, Placebo-Controlled Crossover Experiment. BMC Nutr. 2017, 3, 8. [Google Scholar] [CrossRef]
- Boolani, A.; Fuller, D.T.; Mondal, S.; Wilkinson, T.; Darie, C.C.; Gumpricht, E. Caffeine-Containing, Adaptogenic-Rich Drink Modulates the Effects of Caffeine on Mental Performance and Cognitive Parameters: A Double-Blinded, Placebo-Controlled, Randomized Trial. Nutrients 2020, 12, 1922. [Google Scholar] [CrossRef] [PubMed]
- Maridakis, V.; Herring, M.P.; O’Connor, P.J. Sensitivity to Change in Cognitive Performance and Mood Measures of Energy and Fatigue in Response to Differing Doses of Caffeine or Breakfast. Int. J. Neurosci. 2009, 119, 975–994. [Google Scholar] [CrossRef] [PubMed]
- Bruce, R.A. Multi-Stage Treadmill Test of Submaximal and Maximal Exercise. In Exercise Testing and Training of Appar-Ently Healthy Individuals: A Handbook for Physicians; American Heart Association: Chicago, IL, USA, 1972; pp. 32–34. [Google Scholar]
- Adleman, N.E.; Menon, V.; Blasey, C.M.; White, C.D.; Warsofsky, I.S.; Glover, G.H.; Reiss, A.L. A Developmental FMRI Study of the Stroop Color-Word Task. Neuroimage 2002, 16, 61–75. [Google Scholar] [CrossRef] [PubMed]
- Hagger, M.S.; Chatzisarantis, N.L.D. The Sweet Taste of Success: The Presence of Glucose in the Oral Cavity Moderates the Depletion of Self-Control Resources. Personal. Soc. Psychol. Bull. 2013, 39, 28–42. [Google Scholar] [CrossRef]
- Molden, D.C.; Hui, C.M.; Scholer, A.A.; Meier, B.P.; Noreen, E.E.; D’Agostino, P.R.; Martin, V. Motivational Versus Metabolic Effects of Carbohydrates on Self-Control. Psychol. Sci. 2012, 23, 1137–1144. [Google Scholar] [CrossRef]
- Rowlatt, G.; Bottoms, L.; Edmonds, C.J.; Buscombe, R. The Effect of Carbohydrate Mouth Rinsing on Fencing Performance and Cognitive Function Following Fatigue-Inducing Fencing. Eur. J. Sport Sci. 2017, 17, 433–440. [Google Scholar] [CrossRef]
- Harris, D.V.; Harris, B.L. The Athlete’s Guide to Sports Psychology: Mental Skills for Physical People; Human Kinetics: Champaign, IL, USA, 1984; Volume 1, ISBN 0-88011-206-9. [Google Scholar]
- Greenlees, I.; Thelwell, R.; Holder, T. Examining the Efficacy of the Concentration Grid Exercise as a Concentration Enhancement Exercise. Psychol. Sport Exerc. 2006, 7, 29–39. [Google Scholar] [CrossRef]
- Eddy, M.D.; Hasselquist, L.; Giles, G.; Hayes, J.F.; Howe, J.; Rourke, J.; Coyne, M.; O’Donovan, M.; Batty, J.; Brunyé, T.T.; et al. The Effects of Load Carriage and Physical Fatigue on Cognitive Performance. PLoS ONE 2015, 10, e0130817. [Google Scholar] [CrossRef]
- Giles, G.E.; Hasselquist, L.; Caruso, C.M.; Eddy, M.D. Load Carriage and Physical Exertion Influence Cognitive Control in Military Scenarios. Med. Sci. Sport. Exerc. 2019, 51, 2540–2546. [Google Scholar] [CrossRef]
- Małkiewicz, M.A.; Szarmach, A.; Sabisz, A.; Cubała, W.J.; Szurowska, E.; Winklewski, P.J. Blood-Brain Barrier Permeability and Physical Exercise. J. Neuroinflamm. 2019, 16, 15. [Google Scholar] [CrossRef] [PubMed]
- Nierwińska, K.; Malecka, E.; Chalimoniuk, M.; Żebrowska, A.; Langfort, J. Blood-Brain Barrier and Exercise—A Short Review. J. Hum. Kinet. 2008, 19, 83–92. [Google Scholar] [CrossRef]
- Zwilling, C.; Strang, A.; Anderson, E.; Jurcsisn, J.; Johnson, E.; Das, T.; Kuchan, M.; Barbey, A. Enhanced Physical and Cognitive Performance in Active Duty Airmen: Evidence from a Randomized Multimodal Physical Fitness and Nutritional Intervention. Sci. Rep. 2020, 10, 17826. [Google Scholar] [CrossRef]
- Smith, P.J.; Blumenthal, J.A.; Hoffman, B.M.; Cooper, H.; Strauman, T.A.; Welsh-Bohmer, K.; Browndyke, J.N.; Sherwood, A. Aerobic Exercise and Neurocognitive Performance: A Meta-Analytic Review of Randomized Controlled Trials. Psychosom. Med. 2010, 72, 239–252. [Google Scholar] [CrossRef] [PubMed]
- Donnelly, J.E.; Hillman, C.H.; Castelli, D.; Etnier, J.L.; Lee, S.; Tomporowski, P.; Lambourne, K.; Szabo-Reed, A.N. Physical Activity, Fitness, Cognitive Function, and Academic Achievement in Children: A Systematic Review. Med. Sci. Sport. Exerc. 2016, 48, 1197–1222. [Google Scholar] [CrossRef]
- Singh, A.; Sarika; Sandhu, J. Efficacy of Pre Exercise Carbohydrate Drink (Gatorade) on the Recovery Heart Rate, Blood Lactate and Glucose Levels in Short Term Intensive Exercise. Serb. J. Sport. Sci. 2011, 5, 29–34. [Google Scholar]
- Diversity Research. Available online: https://www.ncaa.org/about/resources/research/diversity-research (accessed on 11 October 2021).
- Harper, S.R. Black Male-Student Athletes and Racial Inequalities in NCAA Division 1 College Sports: 2018 Edition; University of Southern California, Race and Equity Center: Los Angeles, CA, USA, 2018. [Google Scholar]
- Swainson, M.G.; Ingle, L.; Carroll, S. Cardiorespiratory Fitness as a Predictor of Short-term and Lifetime Estimated Cardiovascular Disease Risk. Scand. J. Med. Sci. Sports 2019, 29, 1402–1413. [Google Scholar] [CrossRef]
- Tomlin, D.L.; Wenger, H.A. The Relationship Between Aerobic Fitness and Recovery from High Intensity Intermittent Exercise. Sport. Med. 2001, 31, 1–11. [Google Scholar] [CrossRef]
Variable | Pre Test | Post Test | p-Value | r |
---|---|---|---|---|
Glucose (mg/dL) | 89.50 (22.00) | 114.5 (32.50) | <0.001 | 0.542 |
CON time (s) | 22.45 (2.78) | 24.80 (4.50) | <0.001 | 0.266 |
INC time (s) | 56.70 (17.35) | 47.25 (11.43) | <0.001 | 0.223 |
INC # | 2.00 (5.25) | 2.00 (3.00) | 0.004 | 0.010 |
CTG | 17.50 (4.00) | 19.00 (4.25) | <0.001 | 0.388 |
Variable | Water | CHO Beverage | p-Value | r |
---|---|---|---|---|
Glucose (mg/dL) | 18.00 (17.50) * | 32.50 (45.50) * | <0.001 | 0.215 |
CON time (s) | 0.45 (3.98) * | 2.95 (3.42) * | <0.001 | 0.368 |
INC time (s) | −6.05 (9.18) * | −0.80 (9.23) * | 0.03 | 0.444 |
INC # | 0.00 (7.5) * | 0.00 (2.25) | 0.002 | 0.118 |
CTG | 4.00 (4.50) * | 2.00 (6.75) * | <0.001 | 0.139 |
Disclaimer/Publisher’s Note: The statements, opinions and data contained in all publications are solely those of the individual author(s) and contributor(s) and not of MDPI and/or the editor(s). MDPI and/or the editor(s) disclaim responsibility for any injury to people or property resulting from any ideas, methods, instructions or products referred to in the content. |
© 2023 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/).
Share and Cite
van der Weyden, M.S.; Martin, J.; Rodriguez, J.; Boolani, A. An Intense Bout of Acute Aerobic Exercise, but Not a Carbohydrate Supplement, Improves Cognitive Task Performance in a Sample of Black, Indigenous, and People of Color (BIPOC) Student Athletes. Sports 2023, 11, 88. https://doi.org/10.3390/sports11040088
van der Weyden MS, Martin J, Rodriguez J, Boolani A. An Intense Bout of Acute Aerobic Exercise, but Not a Carbohydrate Supplement, Improves Cognitive Task Performance in a Sample of Black, Indigenous, and People of Color (BIPOC) Student Athletes. Sports. 2023; 11(4):88. https://doi.org/10.3390/sports11040088
Chicago/Turabian Stylevan der Weyden, Megan Sax, Joel Martin, Jose Rodriguez, and Ali Boolani. 2023. "An Intense Bout of Acute Aerobic Exercise, but Not a Carbohydrate Supplement, Improves Cognitive Task Performance in a Sample of Black, Indigenous, and People of Color (BIPOC) Student Athletes" Sports 11, no. 4: 88. https://doi.org/10.3390/sports11040088
APA Stylevan der Weyden, M. S., Martin, J., Rodriguez, J., & Boolani, A. (2023). An Intense Bout of Acute Aerobic Exercise, but Not a Carbohydrate Supplement, Improves Cognitive Task Performance in a Sample of Black, Indigenous, and People of Color (BIPOC) Student Athletes. Sports, 11(4), 88. https://doi.org/10.3390/sports11040088