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Article

Analysis of Different Stop-Jumping Strategies on the Biomechanical Changes in the Lower Limbs

1
Faculty of Sports Science, Ningbo University, Ningbo 315211, China
2
School of Health and Life Sciences, University of the West of Scotland, Scotland G72 0LH, UK
3
Centre for Health and Exercise Science Research, Department of Sport and Physical Education, Hong Kong Baptist University, Hong Kong 999077, China
*
Author to whom correspondence should be addressed.
Appl. Sci. 2021, 11(10), 4633; https://doi.org/10.3390/app11104633
Submission received: 10 April 2021 / Revised: 10 May 2021 / Accepted: 13 May 2021 / Published: 19 May 2021
(This article belongs to the Special Issue Recent Developments and Emerging Trends in Biomechanics)

Abstract

:
The stop-jumping task is one of the most important technical actions in basketball. A previous study showed 70% probability of non-contact ACL injuries during stop-jumping tasks. Therefore, the present study aimed to investigate the differences in lower extremity biomechanical changes between the rear foot as the initial contact area to terminate the jump (SJR) and the fore foot as the initial contact area to also terminate the jump (SJF) during the horizontal landing during a stop-jumping phase. In total, 25 male amateur Ningbo University basketball athletes from China were recruited for this study. The participants were asked to jump vertically by using two different stop-jumping strategies. Kinematic and kinetics data were amassed during a stop-jumping task. Statistical parametric mapping (SPM) analysis was used to find the differences between SJR and SJF. Our results indicated that the change of different ankle range of motion caused significantly different values for knee angle (p < 0.001), velocity (p = 0.003) (p = 0.023) (p < 0.001), moment (p = 0.04) (p < 0.001), (p = 0.036) and power (p = 0.015) (p < 0.001) during the stop-jumping phase and the horizontal landing phase. The same biomechanical parameters of the hip joint were also significantly different for hip angle (p < 0.001), moment (p = 0.012) (p < 0.001) (p < 0.001), and power (p = 0.01) (p < 0.001) (p < 0.001). These findings indicate that altering the primary contact at the ankle angle might effectively reduce the risk of a knee injury.

1. Introduction

Termination tasks are common movements in basketball, volleyball, and soccer [1,2]. These movements include stop-jumping, landing and side-cutting, etc. According to a previous study, these types of termination tasks could cause significant injuries to athletes and have a significant effect on competition performance. This is related to the fact that athletes place large loadings on their knee joints repeatedly during the performance of these tasks [3]. Many researchers have attempted to seek as much information as possible about the in vivo mechanism or cause of injuries before they occur. An example of this is the parameters of biomechanical of the lower limbs as an essential index for injury prevention [4]. The stop-jumping task is one of the most important technical actions used in basketball, and it can be divided into three steps. Lin and Paul define what a complete stop-jumping task is [5,6], whereby the participant performs an approach run, then immediately stops (horizontal landing phase), and finally takes off.
Anterior cruciate ligament (ACL) injuries were studied for many years [7,8,9,10,11], and many researchers attempted to help athletes decrease ACL injuries when performing a sharp deceleration task [12,13]. These include stop-jumping, a quick stop, or a cutting maneuver. A previous review observed that there was 70% chance of non-contact ACL injuries in stop-jumping tasks [14]. Therefore, we need to understand what the key information required is for understanding the biomechanical parameters before ACL injuries occur. The knee flexion angle is one of the most important indexes to reflect ACL injuries. According to previous studies, a higher ground reaction force (GRF) on the vertical landing could impact the lower angle of knee flexion at the horizontal landing phase during the stop-jumping task. As a result, decreasing the angle of knee flexion could raise the loading on the ACL [15,16,17,18,19]. The angle of knee flexion needs to be considered as a significant biomechanical parameter for evaluating ACL injuries.
Further reasons for detecting the cause of ACL injury are that many patients following reconstruction of ACL surgery commonly suffer potential risks for further injury. Previous studies followed patients who accepted the reconstruction of ACL surgery [20,21], and they found that there was a 30–35% chance for the patient to suffer a second ACL injury. The body is supported by the legs separately, and if one side undergoes cruciate ligament reconstruction, the load of the lower extremity on the other side is inevitably increased. This is one of the most important highlighted risks for patients who suffered second ACL injuries [22,23,24,25,26,27]. Paterno further demonstrated that the knee extension moment was a further biomechanical parameter for consideration when reconstructed ACL surgery patients performed landing mechanics [25]. A previous study focused on patient follow up after reconstruction of the ACL, and they noted that 87% patients had the potential of osteoarthritis following the results of an imaging test, with 45% needing re-surgery and with only 23% of patients being content with their function of the knee [28].
Posterior ground reaction force (PGRF) and proximal tibia anterior shear force (PTASF) are more likely to reflect or present the signs of ACL injuries. Previous studies revealed that this can be the most direct loading mechanism for ACL injuries [29]. This research analyzed PTASF by using a simulation of biomechanical parameter indexes, and the researchers proved that PTASF raises the drawer force of the anterior of the knee, which has a positive correlation with ACL injuries. As for the index of PGRF, the study previously indicated that many different movements contributed to non-contact ACL injuries, because they have the same characteristics mimicking a sharp deceleration of the body [1,30,31]. Timothy believed that the knee joint produces an external force that requires an internal quadriceps force to counteract the external force generated [32]. According to these studies, the lack of quadriceps muscle strength is one possible cause of non-contact ACL injuries.
Many studies focused on landing techniques that could be using different strategies to reduce impact from vertical ground reaction forces (VGRF). A greater angle of the ankle at initial contact could reduce GRF vertically when performing a landing task, and this strategy could raise the ankle range of motion, thus reducing the impact of GRF [33,34,35]. Using this technique, the landing could have a higher knee flexion and less impact on soft tissue. Malliaras believed that lower ankle dorsiflexion could decrease the risk of patellar tendinopathy [35]. The second step of stop-jumping is the horizontal landing phase, and this may require different strategies to reduce injuries. For example, we may consider changing the initial contact area of the foot when performing a stop-jumping task for achieving a greater knee flexion angle or decreasing the vertical reaction force. Thus far, no present studies are investigating biomechanical parameters that use the fore foot as an initial contact for the stop-jumping task. Normally, the rear foot is used and is a preference of most athletes. It is necessary, therefore, to explore the biomechanical changes of the lower extremities when the fore foot or the rear foot perform stop-jumping as an initial contact strategy.
This study aimed to investigate the differences in lower limb biomechanical changes between SJR and SJF during a stop-jumping phase in the horizontal landing. We hypothesized that SJF might be different for GRF, PGRF, ankle, and knee for angle, velocity, moment, and power compared with SJR. We further hypothesized SJF might have a lower knee joint vertical force than SJR in stop-jumping during the horizontal landing phase and PTASF. Meanwhile, these differences would reduce stop-jumping injury or provide better movement guidance from the perspective of biomechanics.

2. Methods

2.1. Participants

In total, 25 male amateur Ningbo University basketball athletes from China were recruited for this study (age 23.4 ± 1.14 years, height 189.3 ± 4.95 cm, body weight (BW) 87.8 ± 7.05 kg). To ensure the participants’ subject standardization, several inclusion criteria were used for the recruitment. These included: (1) all the participants were young, healthy, amateur basketball athletes playing in the Ningbo University basketball team; (2) every participant engaged in basketball three times a week (at least) and participated in basketball practice for two hours at a time; (3) there were no injuries of any kind on the lower limbs in the last six months, and there were no medical issues that could impact the experimental results; (4) there was no prior surgery performed on the lower limbs. Prior to experimental collection of data, all participants were notified about testing, including purpose, procedures, conditions, and requirements of the present study. All study information was contained and provided on a form of consent that was signed by all subjects. The present study was approved by the Ningbo University Ethics Committee (protocol code RAGH 20200603).

2.2. Experiment Protocol

All tests were enacted in the sports biomechanics lab at the University of Ningbo Research Academy of Grand Health. A motion capture system (Vicon) (Oxford Metrics Ltd., Oxford, UK) with 8 cameras was employed to collect the kinematic data of participants moving during the stop-jumping task. The frequency was set at 100 Hz for sampling. A force platform (Kistler, Switzerland) was set at 1000 Hz sampling frequency for the collection of kinetic data when performing the stop-jumping task. These two experimental facilities were conducted synchronously. Tight shorts and pants were worn by all participants. Based on a previous study, there were 20 diameters with 12.5 mm reflective markers secured onto each participant for the identification of motion patterns during each trial. Figure 1 shows the placement of each marker [36].

2.3. Procedure

Participants were asked to warm up for 10 min on the treadmill (speed: 8 km/h). The subjects then performed stretching exercises to ensure that each participant could perform to their best potential during the experiment. Participants wore the same tight shirts and shoes as required for the formal experiment. There were three opportunities for each participant to adapt to the movements of the test. After the stage of warm up, full testing procedures were performed to minimize learning effects and to fully familiarize subjects with experimental conditions and procedures. After the markers were attached, the participants were instructed to stand on the force plate to collect static coordinates before formal experimental data collection began. Each participants’ feet were parallel to the Y-axis, and their eyes remained motionless, looking forward until the end of the static data collection period.
For biomechanical data collection, each participant accelerated forward for four steps running toward the force platform, then immediately stopped and took-off. There was a four steps area circled on the ground to guide participants on how to complete the stop-jumping task. There were two stop-jumping strategies used in our study. (1) Figure 2 shows the fore foot as the initial contact area to stop the jump (SJF). (2) Figure 3 shows the rear foot as the initial contact area to stop the jump (SJR). The subjects were required to jump vertically as high as they could [37,38,39]. The data collected only referred to the left leg, which was defined as the dominant leg that was used to complete a single-leg jumping task.
During the stop-jumping task, if participants recorded any kind of non-vertical jumping or slide movements on their feet, the experiment was recorded as a failure. The dominant leg was used to collect 7 successful data sets, which equated to a total of 14 data sets for each participant using both types of stop-jumping strategies. There was a one minute break between each stop-jumping task to avoid any undue fatigue in participants. This was important, as individual fatigue could cause inaccuracies in data collection.

2.4. Data Collection and Processing

This study focused on lower biomechanical parameter changes using different stop-jumping strategies. Visual 3D (c-motion Inc., Germantown, MD, USA) is customized software used as a functional tool to calculate and process kinetic and kinematic changes on the sagittal plane (ankle, knee, and hip joint velocity, angle, power, and moment). C3D files were used to generate from Vicon Software. The vertical surface reaction force exceeding 10 N was set as the initial contact [40]. The filter description of the frequency of use [41] was designed in accordance with Winter. The VGRF residual analysis was included in the subsets to confirm which was the most suitable signal-to-noise ratio. The data of the test for VGRF and kinematics were filtered by 20 and 10 Hz fourth-order zero-phase lag Butterworth low-pass filters. The data were imported into MATLAB R2019a (The MathWorks, MA, United States), and an edited code was applied for further analysis. The initial ground contact to the maximum flexion of the knee was defined as the horizontal landing phase. The maximum flexion of the knee to the force plate value zero was defined as the jumping phase.
The positive value was defined as knee and hip extension and dorsiflexion of the ankle, and the negative value was defined as knee and hip extension and plantarflexion of the ankle. The negative work (horizontal landing phase) values indicated the dissipation of energy through muscular eccentric contractions. Therefore, the contribution of the joint of individual work to the total dissipation of energy was used to calculate the percentage of the joint energy dissipation in the total energy dissipation (ankle, hip, and knee joints) [42]. The positive work (jumping phase) values indicated energy export. Body mass was used to normalize the joint work. Dynamics of inverse were used to calculate the joint reaction of knee force, which transferred to the tibia reference frames and was deconstructed into PTASF [9].

2.5. Statistical Analysis

The normality test of Shapiro Wilk test was applied to all experimental data before statistical analysis. If nonconformity was observed, then the signed-rank of Wilcoxon matched-pairs test was used for non-parametric data. Paired t-tests assessed differences in kinematic and kinetic changes between different stop-jumping strategies.
In the SPM analysis, all kinematics and kinetic data of the stop-jumping phase were extracted, and a customized MATLAB script was used to expand the data points into a time series curve of 101 data points (representing 0% to 100% of the landing phase). Then, we used the open source SPM1d script of the paired-sample t-test for statistical analysis and set the significance threshold to 0.05 [43,44].
For the analysis of traditional discrete variables, a MATLAB script was written to extract all data from the stop-jumping phase. All analyses of traditional discrete variables were carried out using SPSS 25.0 for Windows™ software (IBM, Armonk, NY, USA). p < 0.05 was set as significant differences.

3. Results

The initial ground contact to the maximum flexion of the knee was defined as the horizontal landing phase (before the blue line in the resulting figure). The maximum knee flexion to the force plate value zero was defined as the jumping phase (after the blue line in the resulting figure). Table 1 shows an illustration of comparison points.

3.1. Statistical Parametric Mapping

3.1.1. Joint Angle, Velocity, Moment, and Power on the Sagittal Plane

  • Horizontal landing phase
Figure 4 displays the significant differences for ankle angle, velocity, moment, and power during the horizontal landing phase between SJR and SJF. Significantly different values were ankle angle (p = 0.013) (p = 0.018) (p < 0.001), velocity (p < 0.001) (p < 0.001), moment (p < 0.001), and power (p < 0.001) (p < 0.001).
Figure 5 displays the significant differences for knee angle, velocity, moment, and power during horizontal landing phase between SJR and SJF. Significant different values were knee angle (p < 0.001), velocity (p = 0.003) (p = 0.023) (p < 0.001), moment (p = 0.04) (p < 0.001) (p = 0.036), and power (p = 0.015) (p < 0.001).
Figure 6 displays the significant differences for angle, velocity, moment, and power of the hip during the horizontal landing phase between SJR and SJF. Significantly different values were hip angle (p < 0.001), moment (p = 0.012) (p < 0.001) (p < 0.001), and power (p = 0.01) (p < 0.001) (p < 0.001). During the horizontal landing phase, there was no significant difference found in velocity of the hip.
  • Vertical jumping phase
Figure 4 displays the significant differences for ankle angle, velocity, moment, and power during the vertical jumping phase between SJR and SJF. Significantly different values were ankle angle (p < 0.001), velocity (p = 0.01), moment (p < 0.001) (p < 0.001), and power (p < 0.001) (p < 0.001).
Figure 5 displays the significant differences for knee angle, velocity, moment, and power during the vertical jumping phase between SJR and SJF. Significantly different values were knee velocity (p = 0.004), moment (p = 0.016), and power (p < 0.001). No significant differences were found in knee angle during the vertical jumping phase.
Figure 6 displays the significant differences for hip angle, velocity, moment, and power during the vertical jumping phase between SJR and SJF. Significantly different values were hip angle (p = 0.008) and velocity (p = 0.012). No significant differences were found in hip moment and power during the vertical jumping phase.

3.1.2. Vertical and Posterior Ground Reaction Force and Energy Work

  • Horizontal landing phase
Figure 7 displays the significant differences of the vertical and the sagittal ground reaction force during horizontal landing phase between SJR and SJF. Significantly different values were vertical ground reaction force (p = 0.007) (p = 0.004) (p < 0.001) and anterior and posterior ground reaction force (p = 0.048) (p = 0.002).
Figure 8 displays the significant differences of the sagittal plane energy distribution during the horizontal landing phase between SJR and SJF. Significantly different values were the ankle (p = 0.004) and the knee (p = 0.035).
  • Vertical jumping phase
Figure 7 displays the significant differences for the vertical and the sagittal ground reaction forces during the vertical jumping phase between SJR and SJF. A significantly different value was the vertical ground reaction force (p < 0.001). No significant differences were found in anterior and posterior ground reaction forces during the vertical jumping phase.
No further significant differences were found on the sagittal plane energy dissipation distribution during the vertical jumping phase.

3.1.3. Proximal Tibia Anterior Shear Force and Vertical Joint Reaction Force

  • Horizontal landing phase
Figure 9 displays the significant differences in the vertical joint reaction force during the horizontal landing phase between SJR and SJF. Significantly different values were the vertical joint reaction force of ankle (p = 0.007) (p < 0.001) (p = 0.002), knee (0.046), and hip (p < 0.038).
There were no significant differences in PTASF (Figure 10) during the horizontal landing phase between SJR and SJF.
  • Vertical jumping phase
Figure 9 displays the significant differences in the vertical joint reaction force during the vertical jumping phase between SJR and SJF. Significantly different values were the vertical joint reaction force of the ankle (p < 0.001). There were no further significant differences found for knee and hip joint vertical reaction forces during the vertical jumping phase between SJR and SJF.
No significant differences were found in PTASF (Figure 10) during the vertical jumping phase between SJR and SJF.

3.2. Traditional SPSS Analysis (Peak Variable)

Table 2 displays that dorsiflexion of the angle of the ankle (p = 0.001), flexion of the knee (p = 0.021), and angle of the hip (p < 0.001) had significant differences between SJR and SJF during the stop-jumping phase. Additionally, dorsiflexion (p < 0.001) and plantarflexion (p = 0.014) of ankle velocity had significant differences between SJR and SJF during the stop-jumping phase.
Table 3 displays that the dorsiflexion of ankle moment (p < 0.001), extension (p = 0.001) and flexion (0.015) of knee and extension (p < 0.001), and flexion (p < 0.001) of the hip moment had significant differences between SJR and SJF during the stop-jumping phase. Additionally, dorsiflexion (p < 0.001) and plantarflexion (p < 0.001) of ankle power and extension (p < 0.001) and flexion (p = 0.019) of hip power had significant differences between SJR and SJF during the stop-jumping phase.
Table 4 displays that peak VGRF (p = 0.009) and peak PGRF (p = 0.003) had significant differences between SJR and SJF during the stop-jumping phase.
Table 5 shows peak ankle joint force (p < 0.001) had a significant difference between SJR and SJF during the stop-jumping phase.

4. Discussion

This study aimed to compare lower limb stop-jumping results of the horizontal landing phase mechanics between SJF and SJR. A further aim was to compare the ability of stop-jumping phases to identify differences in stop-jumping horizontal landing phase mechanics. Our hypotheses were generally consistent with our results. We found that there are significant differences in biomechanical changes between two stop-jumping strategies, and our results indicate that SJF might reduce injuries when performed during a stop-jumping phase.
Our findings demonstrate that the larger ankle angle resulted in a significant difference in the horizontal landing phase of the knee joint during the two stop-jumping strategies. Lee proved that changes in the sagittal ankle angle during the landing phase can lead to a change in kinetics and kinematics of knee and hip joints [45]. This finding is consistent with our study. The knee joint in our study showed that SJF had higher knee flexion than SJR during the landing of the horizontal phase. The strategy of SJF increased the plantarflexion of ankle angle for simulating soft landing conditions during the landing of the horizontal phase. A previous study showed that a soft-landing strategy could lead to higher knee flexion, reducing landing impact force [46]. Additionally, actively changing the stiffness of the ankle is equivalent to increasing the range of motion [47]. However, this approach can alter the dynamics and the kinematics of the lower limbs, thus providing further evidence for our approach. The results of our study on moment provide further proof for our speculation. We can speculate that increasing the ankle angle of plantarflexion on the sagittal plane can increase the flexion of the knee during the horizontal landing phase. This could be due to the ankle joint sustaining more impact force for reducing knee joint impact force during the landing of the horizontal phase. However, although this approach reduces the probability of knee joint injury, it might increase the load of the ankle joint, resulting in ankle joint injury.
Interestingly, the previous study demonstrated that higher trunk flexion can be caused by higher flexion of the knee and the hip during the landing stage [46], and this approach can reduce knee and hip landing injuries. Compared with our study, there are increases in flexion of the knee and decreases in the moment of the knee joint during the horizontal landing stage. However, our results indicated that SJF has lower hip flexion and higher hip moment than SJR during the landing of the horizontal phase. This might be due to the instability of the ankle joint. A previous study demonstrated that one of the functions of the joint of the hip is supporting stability when performing a movement [48]. Combined with our results, it is desirable to decrease the impact of knee and hip joints by raising the plantarflexion of the ankle angle. This, however, may increase the amount of work done at the hip joint. Compared to SJR, SJF requires more work on the joint of the hip to increase the stability of the body to compensate for the instability caused by the ankle joint. According to the results from our hip moment data, SJR has a higher hip joint moment than SJF during the horizontal landing phase. This result further endorses our speculation.
In addition, the previous study demonstrated that raising the range of motion of the ankle joint increases its energy absorption, thereby reducing the energy absorption of knee and hip joints [49]. This is consistent with our study. SJF reduces the impact of hip and knee joints by increasing the range of motion of the ankle to absorb more impact. However, this approach may lead to fatigue caused by overuse of the ankle joint, resulting in potential injury. Regarding ground reaction forces, our results show that SJF has a lower VGRF than SJR. A previous study proved that raising the range of motion on the ankle joint can decrease VGRF during the landing phase [33]. This is consistent with the findings from our study, and our results show that, although the range of motion on the ankle joint can reduce VGRF, this strategy could result in the ankle suffering more impact force. Pain further demonstrated that VGRF is one of the most important parameters for reflecting patellar tendon injury [50]. According to this study, we can conclude that SJF might reduce landing injuries during the horizontal landing phase. Otherwise, our results indicate that SJR has a higher PGRF than SJF. A previous study proved that PGRF is one of the most important parameters for reflecting injury of ACL [3]. This further suggests that SJF could reduce lower limb injuries on the knee joint during the horizontal landing stage.
From the above analysis, it is not difficult to conclude that the ankle joint is particularly important in the horizontal landing of the stop-jumping phase. In this way, we can try to change our strategy of sharp stop-jumping as much as possible to reduce the risk of injury in the knee joint. However, this method has certain disadvantages for those who have a history of ankle injury or poor ankle strength, as this strategy may lead to further ankle injury. In addition, our guidelines are intended to reduce the risk of lower extremity injuries of the knee. If athletes want to reduce the risk of a knee injury, athletes need to strengthen ankle and hip joints. This strategy is an excellent method to reduce the injury risk for athletes who have knee injuries. There are some limitations to our study. Firstly, we only selected the dominant leg for testing, and the non-dominant leg is also an important factor during jumping and landing mechanical evaluations. Further research is required to investigate the mechanics associated with the non-dominant leg during the performance of jumping tasks. Secondly, only males were selected as subjects in this experiment. Previous studies have shown that females suffer more injuries on landing than men. Thirdly, we did not detect or examine changes in muscle function. This area also needs further biomechanical investigative study. Lastly, the stop-jumping on the rear foot or fore foot depends not only on the dominant foot but probably on left or right dominance as well.

5. Conclusions

In conclusion, this study analyzed and compared SJF and SJR by quantifying kinetics and kinematics changes during the stop-jumping phase. We found that altering the initial contact angle of the ankle might effectively reduce the risk of knee injury. We also compared previous studies with our results and found that SJF is an effective strategy to reduce lower limb injury during a stop-jumping phase. Further investigations should focus on the change of muscle work using electromyography and expand the sample size to validate our findings.

Author Contributions

Conceptualization, H.Z. and Y.G.; methodology, H.Z., D.X. and U.C.U.; software, H.Z. and U.C.U.; validation, H.Z. and D.X.; investigation, C.C., D.X. and U.C.U.; writing—Original draft preparation, H.Z., C.C. and D.X.; writing—Review and editing, J.S.B. and Y.G.; All authors have read and agreed to the published version of the manuscript.

Funding

This study was funded by the Key Project of the National Social Science Foundation of China (19ZDA352), National Natural Science Foundation of China (No. 81772423), NSFC-RSE Joint Project (81911530253), and K. C. Wong Magna Fund in Ningbo University.

Institutional Review Board Statement

The study was conducted according to the guidelines of the Declaration of Helsinki and approved by the Ethics Committee of Ningbo University (protocol code RAGH 20200603).

Informed Consent Statement

Informed consent was obtained from all subjects involved in the study.

Data Availability Statement

Datasets for the current study are available from the corresponding author upon reasonable request.

Conflicts of Interest

The authors declare no conflict of interest.

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Figure 1. Illustration of each maker placement on the front, the right, and the back side.
Figure 1. Illustration of each maker placement on the front, the right, and the back side.
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Figure 2. Illustration the fore foot performing stop-jumping as an initial contact; lines 1 and 2 are the front and the right side view.
Figure 2. Illustration the fore foot performing stop-jumping as an initial contact; lines 1 and 2 are the front and the right side view.
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Figure 3. Illustration the rear foot performing stop-jumping as an initial contact; lines 1 and 2 are the front and the right side view.
Figure 3. Illustration the rear foot performing stop-jumping as an initial contact; lines 1 and 2 are the front and the right side view.
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Figure 4. Illustration of results between SJR and SJF lower limb SPM results for angle, velocity, moment, and power of ankle during the stop-jumping phase, the SPM t-values for all subjects (post hoc results, the lines of dashed red represent p = 0.05 level). Statistically significant differences are shown in grey shaded areas to display regions. On the left of each image, the scale displays the change of joint angle, velocity, moment, and power. The value of t*. 0–100 below each image presents a stop-jumping phase. In each picture, the initial (0%) blue line is the horizontal landing phase, and the blue line toward the end (100%) is the vertical jumping phase.
Figure 4. Illustration of results between SJR and SJF lower limb SPM results for angle, velocity, moment, and power of ankle during the stop-jumping phase, the SPM t-values for all subjects (post hoc results, the lines of dashed red represent p = 0.05 level). Statistically significant differences are shown in grey shaded areas to display regions. On the left of each image, the scale displays the change of joint angle, velocity, moment, and power. The value of t*. 0–100 below each image presents a stop-jumping phase. In each picture, the initial (0%) blue line is the horizontal landing phase, and the blue line toward the end (100%) is the vertical jumping phase.
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Figure 5. Illustration of results between SJR and SJF lower limb SPM results for angle, velocity, moment, and power of knee during the stop-jumping phase, the SPM t-values for all subjects (post hoc results, the lines of dashed red represent p = 0.05 level). Statistically significant differences are shown in grey shaded areas to display regions. On the left of each image, the scale displays the change of joint angle, velocity, moment, and power. The value of t*. 0–100 below each image presents a stop-jumping phase. In each picture, the initial (0%) blue line is the horizontal landing phase, and the blue line toward the end (100%) is the vertical jumping phase.
Figure 5. Illustration of results between SJR and SJF lower limb SPM results for angle, velocity, moment, and power of knee during the stop-jumping phase, the SPM t-values for all subjects (post hoc results, the lines of dashed red represent p = 0.05 level). Statistically significant differences are shown in grey shaded areas to display regions. On the left of each image, the scale displays the change of joint angle, velocity, moment, and power. The value of t*. 0–100 below each image presents a stop-jumping phase. In each picture, the initial (0%) blue line is the horizontal landing phase, and the blue line toward the end (100%) is the vertical jumping phase.
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Figure 6. Illustration of results between SJR and SJF lower limb SPM results for angle, velocity, moment, and power of hip during the stop-jumping phase, the SPM t-values for all subjects (post hoc results, the lines of dashed red represent p = 0.05 level). Statistically significant differences are shown in grey shaded areas to display regions. On the left of each image, the scale displays the change of joint angle, velocity, moment, and power. The value of t*. 0–100 below each image presents a stop-jumping phase. In each picture, the initial (0%) blue line is the horizontal landing phase, and the blue line toward the end (100%) is the vertical jumping phase.
Figure 6. Illustration of results between SJR and SJF lower limb SPM results for angle, velocity, moment, and power of hip during the stop-jumping phase, the SPM t-values for all subjects (post hoc results, the lines of dashed red represent p = 0.05 level). Statistically significant differences are shown in grey shaded areas to display regions. On the left of each image, the scale displays the change of joint angle, velocity, moment, and power. The value of t*. 0–100 below each image presents a stop-jumping phase. In each picture, the initial (0%) blue line is the horizontal landing phase, and the blue line toward the end (100%) is the vertical jumping phase.
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Figure 7. Descriptive results between SJR and SJF lower limb statistical parametric mapping results for the change of ground reaction force on the vertical and the sagittal planes during the stop-jumping phase, t-values of the SPM for all participants (post hoc results, dashed red lines represent p = 0.05 level). Grey shaded areas display regions which have statistically significant differences. The scale on the left of each image shows the change in vertical and posterior ground reaction force. The value of t*. 0–100 below each image presents a stop-jumping phase. In each picture, the initial (0%) blue line is the horizontal landing phase, and the blue line toward the end (100%) is the vertical jumping phase.
Figure 7. Descriptive results between SJR and SJF lower limb statistical parametric mapping results for the change of ground reaction force on the vertical and the sagittal planes during the stop-jumping phase, t-values of the SPM for all participants (post hoc results, dashed red lines represent p = 0.05 level). Grey shaded areas display regions which have statistically significant differences. The scale on the left of each image shows the change in vertical and posterior ground reaction force. The value of t*. 0–100 below each image presents a stop-jumping phase. In each picture, the initial (0%) blue line is the horizontal landing phase, and the blue line toward the end (100%) is the vertical jumping phase.
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Figure 8. Comparison of mean energy dissipation and contribution in the sagittal plane between SJR and SJF lower limb during a stop-jumping phase. * indicates significant difference between SJR and SJF (p < 0.05).
Figure 8. Comparison of mean energy dissipation and contribution in the sagittal plane between SJR and SJF lower limb during a stop-jumping phase. * indicates significant difference between SJR and SJF (p < 0.05).
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Figure 9. Descriptive results between SJR and SJF lower limb statistical parametric mapping results for the change of vertical joint reaction force on ankle, knee, and hip during the stop-jumping phase, t-values of the SPM for all participants (post hoc results, dashed red lines represent p = 0.05 level). Grey shaded areas display regions which have statistically significant differences. The scale on the left of each image shows the change in the vertical joint reaction force. The value of t*. 0–100 below each image presents a stop-jumping phase. In each picture, the initial (0%) blue line is the horizontal landing phase, and the blue line toward the end (100%) is the vertical jumping phase.
Figure 9. Descriptive results between SJR and SJF lower limb statistical parametric mapping results for the change of vertical joint reaction force on ankle, knee, and hip during the stop-jumping phase, t-values of the SPM for all participants (post hoc results, dashed red lines represent p = 0.05 level). Grey shaded areas display regions which have statistically significant differences. The scale on the left of each image shows the change in the vertical joint reaction force. The value of t*. 0–100 below each image presents a stop-jumping phase. In each picture, the initial (0%) blue line is the horizontal landing phase, and the blue line toward the end (100%) is the vertical jumping phase.
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Figure 10. Descriptive results between SJR and SJF lower limb statistical parametric mapping results for the change of PTASF during the stop-jumping phase, t-values of the SPM for all participants (post hoc results, dashed red lines represent p = 0.05 level). The scale on the left of each image shows the change of PTASF. The value of t*. 0–100 below each image presents a stop-jumping phase. In each picture, the initial (0%) blue line is the horizontal landing phase, and the blue line toward the end (100%) is the vertical jumping phase.
Figure 10. Descriptive results between SJR and SJF lower limb statistical parametric mapping results for the change of PTASF during the stop-jumping phase, t-values of the SPM for all participants (post hoc results, dashed red lines represent p = 0.05 level). The scale on the left of each image shows the change of PTASF. The value of t*. 0–100 below each image presents a stop-jumping phase. In each picture, the initial (0%) blue line is the horizontal landing phase, and the blue line toward the end (100%) is the vertical jumping phase.
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Table 1. Illustration of comparison points.
Table 1. Illustration of comparison points.
Statistical Parametric MappingPaired t-Tests
A stop-jumping phaseA stop-jumping phase
Horizontal landing phaseVertical jumping phase Peak value
SJR vs. SJFSJR vs. SJFSJR vs. SJF
Table 2. Comparison of the peak joint kinematics changes on the sagittal plane between SJR and SJF during the stop-jumping phase.
Table 2. Comparison of the peak joint kinematics changes on the sagittal plane between SJR and SJF during the stop-jumping phase.
Joint Kinematics
on Sagittal Plane
PeakSJR Mean ± SDSJF Mean ± SDp Value
Ankle Angle (°)Dorsiflexion16.99 (3.11)12.86 (3.29)0.001 *
Plantarflexion−33.5 (6.43)−33.81 (6.3)0.872
Knee Angle (°)Extension−18.99 (7.19)−23.03 (10.31)0.141
Flexion−88.63 (3.18)−91.16 (5.67)0.021 *
Hip Angle (°)Extension−19.68 (6.08)−21.98 (6.01)0.125
Flexion−80.51 (3.91)−6.56 (3.47)<0.001 *
Ankle Velocity (°/s)Dorsiflexion220.95 (36.07)475.64 (112.44)<0.001 *
Plantarflexion−968.31 (92.94)−883.18 (105.34)0.014 *
Knee Velocity (°/s)Extension842.58 (59.43)827.93 (76.74)0.510
Flexion−409.99 (65.25)−400.76 (61.73)0.495
Hip Velocity (°/s)Extension377.83 (121.64)392.68 (116.63)0.637
Flexion−208.17 (76.6)−165.25 (59.47)0.054
Note: °: degrees; °/s: degrees per second; SD: standard deviation. “*” means significance with p < 0.05.
Table 3. Comparison of the peak joint kinetics changes on the sagittal plane between SJR and SJF during the stop-jumping phase.
Table 3. Comparison of the peak joint kinetics changes on the sagittal plane between SJR and SJF during the stop-jumping phase.
Joint Kinetics
on Sagittal Plane
PeakSJR Mean ± SDSJF Mean ± SDp Value
Ankle Moment (Nm/kg)Dorsiflexion0.64 (0.2)0.03 (0.04)<0.001 *
Plantarflexion−1.66 (0.2)−1.65 (0.29)0.910
Knee Moment (Nm/kg)Extension3.08 (0.27)2.72 (0.36)0.001 *
Flexion−0.67 (0.33)−0.47 (0.34)0.015 *
Hip Moment (Nm/kg)Extension4.18 (1.23)2.76 (0.44)<0.001 *
Flexion−1.7 (0.79)−0.99 (0.3)<0.001 *
Ankle Power (W/kg)Dorsiflexion11.26 (2.04)8.39 (0.56)<0.001 *
Plantarflexion−3.36 (1.26)−4.63 (0.9)<0.001 *
Knee Power (W/kg)Extension15.27 (2.97)16.44 (2.14)0.236
Flexion−13.99 (3.97)−12.07 (2.38)0.061
Hip Power (W/kg)Extension19.21 (6.25)7.09 (2)<0.001 *
Flexion−6.33 (1.83)−5.05 (0.95)0.019 *
Note: Nm/kg: Newton meters per kilogram; W/kg: watts per kilogram; SD: standard deviation. “*” means significance with p < 0.05.
Table 4. Comparison of the peak VGRF and PGRF changes between SJR and SJF during the stop-jumping phase.
Table 4. Comparison of the peak VGRF and PGRF changes between SJR and SJF during the stop-jumping phase.
Ground Reaction Force (BW).SJR Mean ± SDSJF Mean ± SDp Value
Peak VGRF1.75 (0.29)1.56 (0.18)0.009 *
Peak PGRF0.95 (0.15)0.83 (0.11)0.003 *
Note: BW: body weight; SD: standard deviation. “*” means significance with p < 0.05.
Table 5. Comparison of the peak vertical joint force changes between SJR and SJF during the stop-jumping phase.
Table 5. Comparison of the peak vertical joint force changes between SJR and SJF during the stop-jumping phase.
Vertical Joint Force (N/kg)SJR Mean ± SDSJF Mean ± SDp Value
Peak Ankle Joint Force16.04 (1.97)14.04 (1.49)<0.001 *
Peak Knee Joint Force11.71 (1.45)11.18 (1.92)0.410
Peak Hip Joint Force11.62 (1.22)11.55 (1.39)0.793
Note: Nm/kg: Newton meters per kilogram; SD: Standard deviation. “*” means significance with p < 0.05.
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Zhou, H.; Xu, D.; Chen, C.; Ugbolue, U.C.; Baker, J.S.; Gu, Y. Analysis of Different Stop-Jumping Strategies on the Biomechanical Changes in the Lower Limbs. Appl. Sci. 2021, 11, 4633. https://doi.org/10.3390/app11104633

AMA Style

Zhou H, Xu D, Chen C, Ugbolue UC, Baker JS, Gu Y. Analysis of Different Stop-Jumping Strategies on the Biomechanical Changes in the Lower Limbs. Applied Sciences. 2021; 11(10):4633. https://doi.org/10.3390/app11104633

Chicago/Turabian Style

Zhou, Huiyu, Datao Xu, Chaoyi Chen, Ukadike Chris Ugbolue, Julien S. Baker, and Yaodong Gu. 2021. "Analysis of Different Stop-Jumping Strategies on the Biomechanical Changes in the Lower Limbs" Applied Sciences 11, no. 10: 4633. https://doi.org/10.3390/app11104633

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