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Purpose: This exploratory study aimed to determine and compare the external and internal training and racing load characteristics of female professional cyclists during "highly successful" and "less successful" seasons.
Methods: Forty-three seasons of 14 World Tour cyclists (seasons: 3 [1] per cyclist, age: 24 [4] y) over a 7-year period were analyzed (9.036 training and 1.974 races). Based on the ProCyclingStats points per race, cycling seasons were classified as "highly successful" (≥5 points per race) or as "less successful" (<5 points per race). External and internal load characteristics and intensity distributions were determined and compared using a multilevel random intercept model followed by pairwise comparison.
Results: Most external load characteristics (such as distance, duration, and kilojoules burned) were higher during "highly successful" seasons (P < .01), while the overall mean power outputs were similar. During "highly successful" seasons, cyclists were able to train more in power zones 1 and 2 (P < .05), while cyclists during less successful seasons were spending relatively more time in zone 5 during races (P < .01). In contrast to external load characteristics, no differences were found in internal load characteristics between "highly successful" and "less successful" seasons.
Conclusion: Professional female cyclists in "highly successful" seasons were able to train more (volume) than during "less successful" seasons. In addition, the relative intensity of training sessions and races was lower during "highly" than "less" successful seasons. These findings highlight the importance of high-volume low-intensity training in female professional cyclists, which may contribute to better durability capacity in races.
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http://dx.doi.org/10.1123/ijspp.2024-0365 | DOI Listing |
Health Expect
October 2025
Primary Care Research Centre, School of Primary Care, Population Sciences and Medical Education, University of Southampton, Southampton, Hampshire, UK.
Background: Social relationships are important for self-management and outcomes of multiple long-term conditions (MLTC). Previous research indicates MLTC negatively impacts social relationships and people living with MLTC do not feel adequately supported to manage their health. However, there is limited understanding of the processes and contextual factors that influence social relationships in the context of MLTC.
View Article and Find Full Text PDFISA Trans
August 2025
Department of Vehicle Engineering and Jiangsu Engineering Research Center of Vehicle Distributed Drive and Intelligent Wire Control Technology, Nanjing University of Aeronautics and Astronautics, Nanjing 210016, China; Department of Vehicle Engineering and Jiangsu Engineering Research Center of Vehi
The steer-by-wire (SbW) system, as the core component of vehicle steering, needs to track the front wheel angle accurately. To mitigate the angle tracking accuracy degradation caused by D-Q axes coupling, time-varying motor electrical parameters, and load disturbance, a fractional-order adaptive fuzzy decentralized tracking control (FAFDTC) strategy is proposed in this paper. First, considering time-varying motor parameters, D-Q axes coupling, and fractional-order characteristics of components, a fractional-order SbW interconnected system is constructed to enhance its ability to characterize nonlinearities, time-varying dynamics, and system coupling.
View Article and Find Full Text PDFIEEE Trans Cybern
September 2025
The frequency stability of multiarea power systems is guaranteed by networked load frequency control (LFC). Time delays due to occasional congestions/attacks in the LFC are often much longer than those from signal transmissions during normal communication, which invalidates the previous stability assessment methods. In this article, a novel stability analysis method for this scenario via a segmented delay description and a switched system is proposed.
View Article and Find Full Text PDFIEEE Trans Biomed Circuits Syst
September 2025
Neuroprostheses capable of providing Somatotopic Sensory Feedback (SSF) enables the restoration of tactile sensations in amputees, thereby enhancing prosthesis embodiment, object manipulation, balance and walking stability. Transcutaneous Electrical Nerve Stimulation (TENS) represents a primary noninvasive technique for eliciting somatotopic sensations. Devices commonly used to evaluate the effectiveness of TENS stimulation are often bulky and main powered.
View Article and Find Full Text PDFMedicine (Baltimore)
September 2025
Department of Obstetrics, Nantong University Affiliated Maternal and Child Health Hospital, Nantong, Jiangsu, China.
This study aimed to evaluate the association between a dietary education approach grounded in the transtheoretical model and cognitive load theory and glycemic control and pregnancy-related outcomes in patients diagnosed with gestational diabetes mellitus (GDM). A retrospective analysis was performed using clinical data from 126 pregnant women with GDM who received care at our hospital between September 2021 and September 2023. Participants were grouped based on the type of nursing intervention received: a control group that underwent standard care and an observation group that received an additional cognitive load-informed dietary education program based on transtheoretical model.
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