Background: The ability for athletes to gain a competitive advantage over their opponents is well recognised. At times, this advantage may be considered a marginal gain. However, in the context of competition, marginal advantages may be the difference between winning and losing. This investigation explores how competition factors influence the odds of competitive success (i.e. winning) in powerlifting (PL) to assist athletes and coaches in achieving a competitive advantage.
Methods: A cross-sectional, retrospective analysis of competition data from raw/classic, Australian powerlifting competitions 2010-2019 was conducted. Data included 10,599 competition entries (males: n = 6567 [62%], females: n = 4032 [38%]). Independent t-tests were used to compare continuous data between sexes or winners and non-winners at an event. Cohen's d and the 95% confidence interval (d [95% CI]) were calculated. Univariate odds of winning an event based on independent variables (age [irrespective of category], sex, body weight and weight of first lift attempt [regardless of success]), were assessed by separate simple logistic regression.
Results: When compared to males, the odds of winning for females were 50% greater (OR [95% CI] 1.500 [1.384, 1.625]; P < 0.001). Athletes who had larger first lift attempts (Squat: + 7.0 kg P < 0.001, Bench Press: + 3.2 kg P < 0.001, and Deadlift: + 6.1 kg P < 0.001and competed for a longer period (winners: 401 vs non-winners: 304 days, P < 0.001) had an increased likelihood winning. Age was associated with increased odds of success for males (OR [95% CI] 1.014 [1.009, 1.019], P < 0.001) per additional year of age for males, but not females (P = 0.509).
Conclusions: Multiple factors appear to contribute to the likelihood of winning a PL competition. These results may help coaches to develop competition and training strategies that optimise athletes' likelihood of competitive success in PL.
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http://dx.doi.org/10.1186/s13102-022-00505-2 | DOI Listing |
Front Psychol
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College of Business, Beijing Wuzi University, Beijing, China.
Introduction: Innovation remains pivotal for establishing and sustaining a competitive edge within the manufacturing industry. Skilled talents play a vital role in driving innovation and entrepreneurship in this sector. Their creative prowess significantly determines the success of a nation's innovation-centric development strategy.
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November 2024
Veterans Affairs Ann Arbor Healthcare System, Michigan.
Background: The US Department of Veterans Affairs (VA) is committed to conducting research that improves the health and quality of life of veterans. Mentorship is vital for developing and advancing a novice VA investigator's research agenda; however, there are several barriers to effective research mentorship.
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Proc Biol Sci
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Collaborative Innovation Center of Recovery and Reconstruction of Degraded Ecosystem in Wanjiang Basin Co-founded by Anhui Province and Ministry of Education, Provincial Key Laboratory of Biotic Environment and Ecological Safety in Anhui, School of Ecology and Environment, Anhui Normal University, Wuhu 241000, China.
The current study has revealed a unique sexual selection pattern in , a species renowned for its ultrasonic communication, which differs from the patterns observed in other anuran taxa. Typically, females listen to male vocalizations and exhibit phonotaxis towards preferred traits for mate selection. In contrast, female do not actively approach displaying males for mate selection; instead, they use courtship calls to attract potential mates and incite male competition for access to them.
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January 2025
Department of Evolutionary Biology and Environmental Studies, University of Zurich, Winterthurerstrasse 190, Zurich 8057, Switzerland.
The intensity and direction of sexual selection are intricately linked to the social and ecological context. Both operational sex ratios (OSRs) and population densities can affect the ability of males to monopolize resources and mates, and thus the form and intensity of sexual selection on them. Here, we studied how the mating system of the promiscuous and strongly sexually dimorphic fruit fly responds to changes in the OSR and population density.
View Article and Find Full Text PDFCurr Opin Biotechnol
January 2025
Life-cycle, Economics, and Agronomy Division, Joint BioEnergy Institute, Emeryville, CA 94608, United States; Energy & Biosciences Institute, University of California, Berkeley, CA 94720, United States; Biological Systems and Engineering Division, Lawrence Berkeley National Laboratory, Berkeley, CA 94720, United States; Energy Analysis and Environmental Impacts Division, Lawrence Berkeley National Laboratory, Berkeley, CA 94720, United States. Electronic address:
Growing the bioeconomy requires products and pathways that are cost-competitive. Technoeconomic analyses (TEAs) aim to predict the long-term economic viability and often use what are known as n plant cost and performance parameters. However, as TEA is more widely adopted to inform everything from early-stage research to company and investor decision-making, the n plant approach is inadequate and risks being misused to inform the early stages of scale-up.
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