Abstract
Background:
Sidestep cutting (SSC) is used widely to examine surrogate markers of anterior cruciate ligament (ACL) loading, but the combined influence of sex and task anticipation (anticipated vs unanticipated) on whole-body biomechanics during 90° cutting remains unclear.
Hypothesis:
It was hypothesized that sex and task anticipation would exert distinct and interactive effects on trunk, pelvic, and lower-limb biomechanics during 90° cutting, with sex exerting the dominant influence.
Study Design:
Controlled laboratory study.
Level of Evidence:
Level 3.
Methods:
A total of 44 competitive amateur athletes (20 women, 24 men) performed anticipated and unanticipated 90° sidestep cuts. Whole-body 3-dimensional kinematics and lower-limb kinetics were captured. Statistical parametric mapping tested main and interactive effects of sex and task anticipation across stance (P < 0.05).
Results:
No sex × task anticipation interactions emerged. Sex main effects spanned all variables and longer stance periods, whereas task anticipation main effects involved fewer variables and shorter intervals. Men demonstrated greater trunk and knee flexion and larger early-stance net knee flexion, varus, and external-rotation knee moments, whereas women showed a more upright trunk and pelvis with less hip and knee flexion and greater knee abduction (valgus) angles. Unanticipated cuts elicited short, phase-specific changes, including early trunk lean and reduced pelvic mobility, mid-stance hip and knee moment modulation, and late-stance ankle inversion and internal rotation changes, and attenuated braking forces.
Conclusion:
Sex was the dominant determinant of 90° SSC kinematics, joint moments, and ground-reaction forces, with effects spanning longer stance intervals than the phase-ordered proximal-to-distal differences between anticipated and unanticipated cuts, reinforcing the value of whole-body, multiplanar whole-stance interpretation.
Clinical Relevance:
Given larger and more sustained sex effects, sex-specific benchmarking may aid interpretation and individualization. Progressive exposure to unanticipated 90° cutting - building from planned, lower-demand conditions - may emphasize coordinated, multiplanar control across stance.
Keywords
Changes of direction are fundamental to performance in multidirectional sports, yet remain a leading mechanism of noncontact anterior cruciate ligament (ACL) injury.24,29 Their high frequency and decisive role in competition make understanding their biomechanical determinants essential for safe performance.5,25 Sidestep cutting (SSC) is a multiplanar, sport-specific task that requires rapid redirection after deceleration and single-limb weight acceptance. Performed under both anticipated and unanticipated conditions, SSC generates large ground-reaction forces (GRFs) and substantial hip, knee, and ankle loading, making it a central focus in ACL biomechanics research.19,20 In soccer alone, players reportedly execute more than 700 directional changes per match, including over 100 cuts ≥90°, 5 most in reactive contexts. Notably, the majority of noncontact ACL injuries during cutting occur within the 30° to 90° range. 46 Sharper cuts elevate knee valgus moments, 42 and the 90° SSC generates the greatest peaks, 12 providing a sensitive model for evaluating neuromuscular control and ACL-relevant surrogates.
ACL injury typically reflects combined multiplanar loading, with peak ligament strain occurring when excessive loads act simultaneously.2,28,41 In ≤60° cutting, risk at the knee joint appears greatest when high varus moments coincide with large abduction and internal rotation excursions, or when valgus-internal rotation loading is applied externally.3,28 Accordingly, ACL assessment may benefit from multiplanar, time-resolved profiles over single-plane peak metrics (e.g., peak knee valgus moment), because peak-based summaries can miss phase-specific waveform differences across stance. 31 Within the 90° SSC paradigm, these multiplanar patterns can be examined across the full stance phase alongside joint kinematics and proximodistal contributions. Equally important is integrating knee mechanics with proximal and distal contributions, which together actively shape the GRF lever arm acting on the joint. This perspective is essential for exploring sex-specific ACL-relevant loading strategies and recognizing that injury may result not only from single events but also from cumulative stress influenced by technique, sex, or previous injury.
Evidence from change-of-direction tasks, including 45° SSC, consistently points to sex-specific movement strategies, largely under anticipated conditions.22,44 A recent systematic review reported less peak knee flexion and greater abduction at initial contact in female athletes, but no sex differences in multiplanar peak joint loading magnitude, 11 yet its reliance on discrete peaks likely oversimplifies coordination and obscures stance-phase dynamics. Unanticipated SSC better reflects the reactive demands of sport, with studies in female players and simulation work indicating greater movement deficits and higher modeled ACL loads in these scenarios.21,26,47 However, most available data are limited by shallower cut angles, restricted samples and more basic modeling approaches, which creates an opportunity for more comprehensive analyses of sex-specific biomechanics during high-demand tasks such as unanticipated 90° SSC.
Against this background, the present study examined the main and interactive effects of sex and task anticipation on trunk, pelvic, and lower-limb biomechanics during 90° SSC. We hypothesized that female and male athletes would exhibit distinct proximal-to-distal movement strategies across stance, with sex exerting broader and more sustained effects on cutting biomechanics. We further expected unanticipated SSC to elicit phase-specific changes in trunk and pelvic kinematics, lower-limb joint moments, and GRFs compared with anticipated cutting.
Methods
Participants
A total of 44 competitive amateur athletes participating in Austrian regional leagues were recruited: 24 men (mean ± SD; age, 25.4 ± 3.1 years; height, 183.9 ± 7.2 cm; weight, 81.5 ± 11.9 kg; 8 left dominant and 16 right dominant) and 20 women (age, 25.4 ± 5.6 years; height, 171.3 ± 5.9 cm; weight, 63.5 ± 8.9 kg; 2 left dominant and 18 right dominant). In this study, ‘dominant’ refers to the preferred kicking leg. 12 Inclusion criteria were age 18 years to 35 years of age, participation in change-of-direction sports, no lower-limb injury within the previous 6 months, and no neuromuscular/musculoskeletal disorder affecting lower-limb function. Participants with previous knee surgery or ligament rupture were excluded. The study was approved by the local ethics committee of the Medical University of Innsbruck, and all participants provided written informed consent.
Procedures and Instrumentation
A single testing session took place at MOTUM - Human Performance Institute. After a 10-minute stationary bike warm-up, 60 retroreflective markers (Qualisys Sports Marker Set) were placed on the head, torso, and upper and lower limbs, supplemented with the Cleveland Clinic marker set. 36 Four rigid clusters were secured to the lateral midshank and midfemur to improve tracking accuracy. After a static calibration trial in a ski-pole pose on the FPs, 6 medial markers (knee, ankle, and forefoot) were removed, leaving 54 active tracking markers for dynamic trials. Kinematics were captured with a 14-camera, marker-based mocap system (Qualisys; 100 Hz) and GRFs with 2 synchronized FPs (AMTI; 1000 Hz).
90° SSC Task
Participants initiated movement from a start line positioned 8 meters from the FPs (Figure 1). Timing commenced at the entry timing gates (first pair), located 3 meters after movement initiation and 5 meters before the FPs. Approach velocity was recorded using the approach velocity gates (second pair), positioned 1 meter before the FPs. Participants then performed a 90° SSC into either the left or right exit lane by planting the outside foot, defined as the foot contralateral to the intended cutting direction, on 1 of the 2 embedded FPs. Thus, depending on the exit direction, either limb could serve as the plant limb during task execution; however, only trials in which the dominant limb contacted the FP were retained for the present analysis. Rather than stopping, participants were instructed to redirect forward momentum during the plant step and continue running through the lane. Exit timing gates (third pair) were positioned 1.5 meters into the exit lane, and run-through cones were placed 5 meters beyond the FPs to ensure completion of the maneuver without deceleration. Two conditions were tested: (1) anticipated, with the cut direction known in advance; and (2) unanticipated, cued by a left/right arrow projected on a large screen 0.5 seconds after a screen-based go signal. Athletes were instructed to cut as fast as possible, avoid deliberate preplant deceleration, and completed 3 successful trials per condition (full-foot plate contact, adherence to the timing pathway) after 3 to 5 familiarization trials. Cutting direction was randomized, whereas task order remained fixed for logistical reasons.

Experimental layout of the 90° SSC task. Participants approached FP1/FP2 from an 8-meter runway, contacted 1 of the embedded FPs with the dominant limb, and redirected momentum into a 90° exit lane. Cutting direction was either known in advance (anticipated) or indicated by a visual cue (left or right arrow) projected onto the large screen during the approach (unanticipated condition). FP, force plate; SSC, sidestep cutting.
Data Processing
A total of 253 successful trials were labeled in Qualisys Track Manager and processed in Visual3D (HAS-Motion); 11 trials were excluded due to technical errors or incomplete foot contact. Approach speed was derived from double-beam Witty Timing Gate System (Microgate) data. Marker trajectories and FP analog signals (GRF) were low-pass filtered using a fourth-order, zero-lag Butterworth filter at 10 Hz. A full-body 15-segment, 6 degrees of freedom model was constructed. Hip joint centers were estimated using a predictive regression method based on pelvic landmarks (ASIS/sacrum), 4 while knee and ankle centers were estimated as the midpoints of the femoral epicondyles and malleoli, respectively. Segment inertial properties were scaled using Dempster’s anthropometrics. 7 Joint angles were computed using a XYZ Cardan rotation sequence (flexion/extension, abduction/adduction, internal/external rotation) as distal relative to proximal. Pelvic angles were computed as pelvis orientation relative to a Virtual Lab coordinate system (ZYX; rotation-obliquity-tilt),1,14 and trunk angles were computed as thorax orientation relative to the pelvis; components were reported as anterior/posterior tilt (sagittal), obliquity/lean (frontal), and internal/external rotation (transverse), with sign conventions shown in Figure 2a-c. 37 GRFs were analyzed as 3-dimensional (3-D) vectors. Net internal joint moments were calculated using a Newton-Euler inverse dynamics approach in Visual3D, expressed in the joint coordinate system, and normalized to body mass (N·m/kg). Internal moments represent the moments required to counterbalance external joint moments (equal magnitude, opposite sign). Time series were time-normalized to the stance phase of the plant limb, defined from initial contact, when plant-limb vertical GRF > 20 N to toe-off, when it subsequently fell to <20 N. 27

Proximal kinematics and hip moments during a 90° SSC (stance): (a-c) trunk, (d-f) pelvis, (g-i) hip angles, (j-l) hip moments. Curves show group means for male (blue) and female (magenta) participants in anticipated (solid) and unanticipated (dashed) trials; shaded envelopes indicate ±1 SD. Gray and black bars denote statistical parametric mapping 2-way ANOVA main-effect clusters (task, gray; sex, black). ANOVA, analysis of variance; SSC, sidestep cutting.
Statistical Analysis
Statistical parametric mapping (SPM; spm1D Version 0.4.10, www.spm1d.org) was implemented in Python (Python Software Foundation). Because normality was violated by several variables (Shapiro-Wilk, P < 0.05), nonparametric procedures were applied. 32 A 2-way nonparametric repeated-measures analysis of variance (ANOVA) (factors: sex, condition) with 5000 permutations was used to test for differences across stance. To balance design, the dataset was reduced to the minimum available trial number per group (n = 56). Approach speed was compared with a 2-way ANOVA. Significance was set at P < 0.05.
Results
For all time-series analyses, reported percentage intervals indicate the corresponding portion of the time-normalized stance phase.
Interaction Effects
No significant sex × task interactions were found for any kinematic or kinetic variables, GRFs, or approach speed (P > 0.05).
Main Effect of Sex
There was no effect of sex on approach speed (men, 4.58 ± 0.63 m/s; women, 4.47 ± 0.33 m/s; P = 0.34). Men had greater trunk flexion (P < 0.001; 0%-35.2%), ipsilateral lean (P < 0.001; 9.7%-91.1%), and anterior pelvic tilt (P < 0.001; 26.7%-100%), whereas women showed more trunk external rotation (P < 0.001; 0%-33.3%), pelvic internal rotation (P = 0.04; 70.5%-78.1%), and upward obliquity (P < 0.001; 0%-100%) (Figure 2a-f). At the hip, men demonstrated greater flexion (P < 0.001; 0%-100%), internal rotation (P < 0.001; 3.2%-66.1%), and abduction in early (P = 0.003; 0%-17.3%) and late stance (P < 0.001; 50.9%-98.8%) (Figure 2g-i). At the knee, men showed greater flexion (P < 0.001; 0%-86.4%), while women had more abduction (P < 0.001; 0%-26.7%; P < 0.001; 34.9%-63.7%), and internal rotation (P = 0.01; 26.5%-43.4%; P = 0.03; 45.0%-61.0%) (Figure 3a-c). At the ankle, women displayed greater inversion just after initial contact (P = 0.02; 0%-5.1%), dorsiflexion in early stance (P = 0.005; 21.7%-38.6%), and external rotation in mid-late stance (P < 0.001; 3.5%-44.0%; P < 0.001; 48.6%-86.6%) (Figure 4a-c).

Knee kinematics and moments during a 90° SSC (stance): (a-c) knee angles, and (d-f) knee moments. Curves show group means for men (blue) and women (magenta) in anticipated (solid) and unanticipated (dashed) trials; shaded envelopes indicate ±1 SD. Gray and black bars denote statistical parametric mapping 2-way ANOVA main-effect clusters (task, gray; sex, black). SSC, sidestep cutting.

Distal kinematics and moments during a 90° SSC (stance): (a-c) ankle angles, (d-f) ankle moments, and (g-i) 3-D GRFs. Curves show group means for men (blue) and women (magenta) in anticipated (solid) and unanticipated (dashed) trials; shaded envelopes indicate ±1 SD. Gray and black bars denote statistical parametric mapping 2-way ANOVA main-effect clusters (task, gray; sex, black). ANOVA, analysis of variance; 3-D, 3-dimensional; SSC, sidestep cutting.
For kinetics, men exhibited higher hip extension (P < 0.001; 0.5%-80.3%), flexion (P = 0.005; 91.4%-100%), and adduction moments (P < 0.001; 0%-100%), with greater internal rotation in mid- to late-stance (P < 0.001; 19.4%-72.1%; P < 0.001; 82.3%-100%); women showed 1 early cluster of higher external rotation (P = 0.03; 0%-1.9%) (Figure 2j-l). At the knee, men had greater flexion (P < 0.001; 0%-10.1%), extension (P = 0.05; 29.9%-31.2%), varus (P = 0.003; 0%-9.3%; P < 0.001; 85.5%-100%), and external rotation moments (P < 0.001; 1.8%-17.2%; P = 0.001; 90.3%-100%), while women had higher varus moments in midstance (P = 0.037; 18.0%-21.3%; P = 0.01; 42.7%-54.8%) (Figure 3d-f). At the ankle, men displayed greater inversion (P = 0.007; 0%-3.8%), internal rotation (P = 0.002; 0.4%-14.6%; P < 0.001; 85.5%-100%), plantarflexion (P < 0.001; 63.1%-97.1%), and eversion moments (P < 0.001; 54.6%-87.1%) (Figure 4d-f). Men also generated higher vertical GRFs in early and midstance (P = 0.03; 4.8%-8.3%; P < 0.001; 45.4%-98.2%), medial GRFs from midstance to push-off (P < 0.001; 40.2%-95.0%), and posterior GRFs in late stance (P = 0.007; 70.9%-82.5%), whereas women showed 1 late-stance cluster of higher posterior GRF (P = 0.001; 92.1%-100%) (Figure 4g-i).
Main Effect of Task
There was no effect of task on approach speed (anticipated, 4.47 ± 0.53 m/s; unanticipated, 4.58 ± 0.50 m/s; P = 0.35). Unanticipated cutting produced greater trunk ipsilateral flexion early in stance (P = 0.004; 0%-42.5%), with reduced pelvic contralateral drop (P = 0.001; 0%-97.1%) and pelvic internal rotation across stance (P < 0.001; 0%-100%) (Figure 2a-f). At the hip, flexion was slightly greater just after initial contact (P = 0.05; 0%-0.7%), followed by increased internal rotation in early stance (P = 0.05; 16.2%-19.0%), and greater abduction in midstance (P < 0.001; 67%-74.1%) (Figure 2g-i). At the knee, flexion was greater in early stance (P = 0.01; 0%-7.4%) and internal rotation increased later (P = 0.03; 0%-7.6%) (Figure 3a-c).
For kinetics, unanticipated trials showed greater hip external rotation moments at initial contact (P = 0.005; 0%-11.5%) and hip adduction moments from midstance through push-off (P < 0.001; 54.9%-100%) (Figure 2g-l). The knee exhibited reduced extension moments in midstance (P = 0.009; 34.1%-55.3%), greater external rotation moments in late stance (P = 0.01; 52.7%-72.6%), and increased varus moments approaching push-off (P < 0.001; 84.6%-100%) (Figure 3d-f). At the ankle, internal rotation moments rose late in stance (P < 0.001; 84.3%-100%) with greater inversion before push-off (P = 0.006; 93.6%-100%). GRFs also differed by task: unanticipated cutting generated higher medial GRF in early stance (P = 0.008; 7.6%-15.5%) and lower posterior GRF from midstance through push-off (P < 0.001; 21.8%-69.4%; P = 0.04; 97.7%-99.0%) (Figure 4g-i).
Discussion
This study examined the main and interactive effects of sex and task anticipation on stance-phase biomechanics during the 90° SSC, analyzing 27 timeseries variables spanning kinematics, kinetics, and GRFs. SPM revealed that sex and task anticipation exerted distinct, nonoverlapping influences. Sex differences were broader and more consistent across the stance phase, suggesting a stronger role in shaping whole-body biomechanical patterns than task anticipation, which produced fewer, shorter-duration effects. Crucially, by examining continuous adaptations across the full stance phase - rather than discrete timepoints alone - our analysis identified later-phase biomechanical changes that would likely be overlooked by event-based approaches, extending current understanding of how athletes organize movement and loading during high-demand unanticipated cutting.
Sex Differences in 90° SSC Biomechanics
Proximal Contributions: Trunk-Pelvis-Hip
Women demonstrated a distinct multiplanar proximal configuration, characterized by a more upright trunk and pelvis, reduced hip and knee flexion, and altered pelvic and hip kinematics in the frontal and transverse planes. This reflects a stiffer, quadriceps-dominant pattern and reduced engagement of posterior-chain musculature, 30 limiting load attenuation during early stance. Men, by contrast, demonstrated greater trunk flexion and ipsilateral lean, alongside higher hip internal rotation and knee external rotation moments. Consistent with previous work, 21 men also produced greater hip adduction moments across stance. For frontal-plane knee moments, SPM identified significant sex differences during early-, mid-, and late-stance, with men demonstrating larger varus-valgus-varus knee moment excursions. Greater hip internal rotation at initial contact during anticipated 90° versus 45° SSC has been suggested to reduce knee loading. 15 In the present study, men exhibited greater hip internal rotation across approximately 60% of stance, but frontal-plane knee moment differences did not indicate a corresponding reduction in knee loading. This suggests that the relationship between hip transverse-plane motion and frontal-plane knee loading may depend on task constraints and sex.
Women also showed reduced hip and knee flexion angles and lower hip extension and external rotation moments compared with men, paralleling patterns reported in anticipated or unanticipated ~45° SSC.21,35,40 These findings align with the hypothesis that weak or delayed activation of hip extensors has been linked to upright, stiff landings, greater quadriceps reliance, and higher ACL risk.16,23,30,35 By contrast, men displayed greater hip flexion angle and extension moments, accompanied by greater trunk flexion, consistent with a more hip-dominant sagittal-plane strategy. Such strategies have been linked to braking and redirection capacity in change-of-direction tasks. 18
Although both sexes maintained ~20° of hip abduction during stance, men generated greater internal hip abduction moments, indicating stronger gluteal recruitment for frontal-plane stability. In women, lower hip abduction moments, together with reduced anterior pelvic tilt and greater contralateral drop and rotation, may suggest less effective hip-abductor control and center-of-mass-GRF misalignment. These deficits, linked to femoral adduction, dynamic valgus, and tibial external rotation, 39 align with prospective evidence indicating pelvic drop and frontal-plane asymmetries as predictors of noncontact ACL injury risk. 9 They also extend observations from anticipated 45° SSC by demonstrating that reduced hip abduction also occurs during the high-risk early postlanding phase. 34 Musculoskeletal modeling further implicates non-knee-crossing musculature in resisting external valgus loads and offsetting ACL strain during unanticipated 45° SSC. 23
Knee-Focused Mechanics
Internal varus moments are often cited as ACL risk surrogates because they rise in response to external valgus loads imposed by the GRF lever arm. Yet kinetics alone are insufficient; interpretation requires joint posture and proximal kinematics to capture true kinematic-kinetic coupling. Modeling studies have shown that combined valgus and internal rotation moments elevate ACL strain, 41 but these effects are posture-dependent: valgus torques near extension and hip adduction impose greater stress than the same loads under flexed, hip-dominant conditions. These findings should be interpreted as mechanistic contributors rather than direct proxies for injury in real world. For example, women in anticipated 45° SSC produced greater internal knee adduction moments during early deceleration despite the knee remaining in adduction (i.e., not valgus), 43 highlighting that joint load arises from the GRF lever arm shaped by adjacent segments - not from knee kinetics alone.
Our findings extend this evidence. Consistent with previous study, 21 men showed a distinct early-stance knee kinetic pattern, larger net flexion, varus and external-rotation knee moment patterns alongside greater knee flexion and reduced valgus angles - features consistent with effective compensation. By contrast, as stance progressed, women shifted into greater valgus postures despite elevated varus moments, with reduced flexion, higher extension demand, and more internal rotation. This multiplanar coupling aligns with known ACL strain mechanisms, particularly when unopposed internal tibial torque develops at initial contact. 3 Coupled with reduced hip abduction, this may reflect weaker frontal-plane torque transmission from hip to knee and greater susceptibility to dynamic valgus collapse. 38
Task and foot-to-ground interactions further modulate these dynamics. In women performing anticipated 45° SSC, a rearfoot strike with posterior center-of-pressure shifts the GRF vector toward combined external valgus and internal-rotation moments - a multiplanar loading profile linked to ACL injury. 28 In our 90° SSC, increased geometric and inertial demands plausibly magnifying GRF lever arms even when knee posture remained near neutral in the frontal plane. In this context, the larger internal- and external-rotation moments observed in men likely reflect resistive responses to elevated external demands rather than intrinsically risky states. Thus, task angle and strike pattern can generate risky frontal-transverse loading profiles even without visible valgus. The key determinant of risk is whether these exposures co-occur with vulnerable joint positions such as reduced knee flexion or dynamic valgus, and insufficient neuromuscular resistance to rapid multiplanar knee loading.6,17,19,28 Taken together, these findings underscore that knee joint moments must be interpreted in light of multiplanar coordination and whole-body posture. Identical kinetic signatures may reflect either protective compensation or residual risk depending on the surrounding control strategy.
Distal Contributions
Distal mechanics play a critical yet often underappreciated role in shaping proximal joint loading during high-demand tasks like SSC. Studies of ~45° SSC have linked toe-in foot positions to greater knee abduction angles and moments under anticipated conditions, 33 and to sex-specific ankle strategies under unanticipated conditions, with men shifting from early inversion to late eversion, whereas women sustained eversion throughout stance. 21 In our 90° SSC, participants adopted externally rotated foot postures, with women doing so to a greater extent - likely reflecting greater mechanical demand. Women also demonstrated greater early inversion and midstance dorsiflexion, but reduced internal-rotation, eversion, and plantarflexion moments. These patterns suggest limited capacity to generate stabilizing torques at the ankle, particularly in the frontal and transverse planes. Consistent with a recent anticipated 90° SSC study, 8 women also produced smaller vertical and mediolateral GRFs in late stance, suggesting a different push-off strategy with implications for late-stance force generation and compromised multiplanar control. 45
Effects of Task Anticipation
Proximal-to-Distal Adaptation Sequence
Anticipation and dual-task demands have been shown to influence ACL-related knee mechanics, with individual studies reporting greater peak abduction moments and flexion angles under cognitively challenging conditions. 13 However, pooled findings of different studies remain inconclusive - likely due to variability in cut angles (30°-90°) and approach speeds (≈2.78-5.37 m/s). 48 Our results align partially with these findings, confirming greater ipsilateral trunk tilt during unanticipated 90° SSC, but the sharper 90° cut angle and increased mechanical demands with less aggressive change-of-direction tasks caution against direct extrapolation.
A key finding was that unanticipated cutting did not simply alter isolated knee variables, but reorganized movement and loading demands across stance in a proximal-to-distal sequence. Early trunk flexion and reduced pelvic mobility were consistent with a more stabilizing proximal response during load acceptance under reduced preparatory time, but this appeared to shift demands distally as stance progressed. This interpretation was supported by the extent and duration of significant SPM intervals at the trunk, pelvis, and hip, indicating sustained proximal adaptations rather than isolated peak differences. During mid- to late-stance, significant SPM differences became more apparent at the hip and knee in the frontal and transverse planes, whereas the ankle showed the clearest late-stance adjustments during push-off. Together with the attenuated braking forces, this suggests that unanticipated trials limited effective pre-planned deceleration and required more of the redirection task to be managed within stance itself. This shift is important clinically because it suggests that unanticipated 90° cutting is not only a knee-loading problem, but a time-constrained whole-body coordination challenge.
Overall, these findings reinforce that unanticipated 90° SSC should not be interpreted through isolated joint metrics alone. Instead, the task appears to challenge how deceleration, redirection, and push-off are coordinated across stance, with particularly pronounced late-stance adjustments at the ankle. From an applied perspective, this supports assessment and training approaches that emphasize whole-body multiplanar coordination rather than isolated knee-focused peak values.
This study should be interpreted considering several limitations. Our laboratory-based mechanistic insights represent partial surrogates of in-game risk. 10 SSC dynamics vary with approach speed, angle, and external constraints, and our findings from a 90° cut may not generalize across all contexts. 10 The cohort comprised competitive but nonelite athletes, limiting extrapolation to professionals. Sex differences were examined only biomechanically, without consideration of anatomical or hormonal influences. Environmental influences - such as surface properties, traction, and game context (opponent pressure, decision speed, dual-tasking) - were not replicated but likely exacerbate risky mechanics. In addition, the inverse dynamics approach assumes rigid-body segments and does not account for soft tissue artifacts, which may affect moment estimation. Analyses were restricted to the dominant limb; as asymmetries could exist even in healthy young athletes and many ACL injuries occur on the nondominant side, bilateral assessment would provide a more complete picture.
Conclusion
Sex was the dominant determinant of 90° SSC biomechanics, exerting broader and more sustained influences across stance than task anticipation. Although unanticipated cutting elicited phase-specific proximal-to-distal adaptations - from early trunk-pelvis adjustments to mid-stance hip-knee modulation and late ankle changes - these effects were shorter and more localized. Collectively, these findings indicate that 90° SSC is best interpreted as integrated trunk-pelvis-lower-limb coordination and multiplanar loading across stance, rather than isolated joint events. Clinically, this supports sex-specific benchmarking and progressive preparation for unanticipated cutting under time-constrained demands.
Footnotes
The authors report no potential conflicts of interest in the development and publication of this article.
Ethics Statement
Ethical approval for this study was obtained from Medical University of Innsbruck (ID number: 1380/2023).
