Longitudinal bending stiffness does not affect running economy in Nike Vaporfly Shoes

Laura A.Healey*,Wouter Hoogkamer

Integrative Locomotion Laboratory,Department of Kinesiology,University of Massachusetts,Amherst,MA 01003-9258,USA

Abstract Purpose:This study aimed to determine the independent effect of the curved carbon-fiber plate in the Nike Vaporfly 4%shoe on running economy and running biomechanics. Methods:Fifteen healthy male runners completed a metabolic protocol and a biomechanics protocol.In both protocols participants wore 2 different shoes, an intact Nike Vaporfly 4% (VFintact) and a cut Nike Vaporfly 4% (VFcut).The VFcut had 6 medio-lateral cuts through the carbon-fiber plate in the forefoot to reduce the effectiveness of the plate.In the metabolic protocol, participants ran at 14 km/h for 5 min, twice with each shoe, on a force-measuring treadmill while we measured metabolic rate.In the biomechanics protocol, participants ran across a runway with embedded force plates at 14 km/h.We calculated running economy,kinetics,and lower limb joint mechanics. Results:Running economy did not significantly differ between shoe conditions(on average,0.55%±1.77%(mean±SD))worse in the VFcut compared to the VFintact; 95%confidence interval (-1.44% to 0.40%).Biomechanical differences were only found in the metatarsophalangeal(MTP) joint with increased MTP dorsiflexion angle, angular velocity, and negative power in the VFcut.Contact time was 1% longer in the VFintact. Conclusion:Cutting the carbon-fiber plate and reducing the longitudinal bending stiffness did not have a significant effect on the energy savings in the Nike Vaporfly 4%.This suggests that the plate’s stiffening effect on the MTP joint plays a limited role in the reported energy savings,and instead savings are likely from a combination and interaction of the foam,geometry,and plate.

Keywords: Biomechanics;Footwear;Mechanical doping;Metabolic rate;Performance

1.Introduction

Performance running shoe technology, such as improved midsole energy return and increased longitudinal bending stiffness (LBS), has recently become a polarizing topic.1-7The Nike Vaporfly 4% (VF) shoe utilizes both these technologies to give athletes on average up to 4%savings in running economy compared to popular high-end marathon racing shoes,8-11which translates to improved running performance.12-15While scientists and bloggers debate whether the foam,8,16geometry,2or curved carbonfiber plate1,17contributes more to these “super shoes”, the exact mechanisms resulting in 4% metabolic savings are not yet understood.

The use of carbon-fiber plates to improve running economy,while increasingly popular,is not new.In 2006,Roy and Stefanyshyn16showed small (1%) improvements in running economy with increased LBS.However,since then,reported effects of LBS on running economy have been mixed,with studies finding results ranging from deteriorations,18to no effect,19-21to small effect(～1%),22to large improvements (3%-4%)8-11,23(for a full review,see Ortega et al.24).Importantly,the largest improvements in running economy have been reported in studies assessing VF shoes,8-10suggesting that the geometry and stiffness of the curved VF plate may provide additional savings compared to flat plates previously tested.It is also important to note that the contributions of the foam to these savings are unknown because no studies have addressed the effects of the curved plate and foam independently.Earlier studies have shown that soft and resilient midsole foam using air pockets or thermoplastic polyurethane foam can improve running economy by 1% compared to conventional ethyl-vinylacetate foam.25,26The VF studies used state-of-the-art baseline shoes with either ethyl-vinyl acetate foam with air pockets or thermoplastic polyurethane foam (boost); however, the VF midsole foam (polyether block amide) is softer and more resilient.8In an original analysis of the VFs,Hoogkamer et al.8hypothesized that energy return from the foam was a key contributor to the metabolic savings.However, because VFs have not been compared without the confounding influence of the carbon-fiber plate,the metabolic savings from the foam remains unknown.

From a biomechanical perspective,increased LBS has been shown to reduce negative work done at the metatarsophalangeal (MTP) joint27-29and to alter joint mechanics in the ankle16,19,27,28,30,31and knee.28Specifically, in a biomechanical analysis of the VF, Hoogkamer et al.27found that the curved carbon-fiber plate in the VF prototype resulted in lower work rates at the ankle and reduced dorsiflexion and negative work at the MTP joint compared to control shoes.The researchers therefore concluded that the curved plate provided a clever lever and a stiffening effect that likely contributed to the 4%energy savings.An important limitation of that study is that the tested VF prototype shoes differed in geometry(taller stack height), foam properties (more compliant and resilient),and LBS(stiffer and having a carbon-fiber plate)from the control shoes, once again making the contribution of the plate alone difficult to pinpoint.While the effects of LBS are often evaluated with flat carbon-fiber plates,24curved plates can be expected to be more effective.Farina et al.32showed that increased plate curvature can reduce net MTP joint work without increasing ankle plantarflexion moments, and recently Nigg et al.1,17proposed a theory attributing the majority of VF’s energetic benefit to the curved plate’s “teeter-totter”effect.However,this theory is as of yet untested.

In the current study, we attempt to determine the isolated effects of the stiffness of the carbon-fiber plate in the VF by cutting the plate and reducing its LBS in the forefoot.Our aim was to determine how LBS independently affects running economy and biomechanics in the VF.We hypothesized (1) that cutting the plates would significantly increase (i.e., worsen) metabolic rate.Based on previous literature reporting ～1% savings with flat carbon-fiber plates,we expected that reducing LBS by cutting through the curved carbon-fiber plate of the VF would increase metabolic rate during running by about 2%.To accommodate this increased metabolic rate,we hypothesized(2)that decreasing LBS would decrease ankle dorsiflexion angle and plantarflexion moment and (3) that it would increase MTP dorsiflexion angle,plantarflexion moment,and power.

2.Methods

2.1.Participants

A power analysis was performed a priori (G*Power 3.1;Universit¨at Kiel,Kiel,Germany),and it was determined that a sample size of 14 was necessary to achieve an effect size of 0.82.We recruited 17 male participants (aged 24 ± 4 years;weight 67.8 ± 4.3 kg; height 173.3 ± 3.6 cm; mean ± SD)who wore U.S.men’s size 9.5 shoes.A total of 13 subjects took part in both the biomechanics and metabolic protocols,while 4 participated in only 1 protocol (2 in each).For the biomechanics protocol, inclusion criteria consisted of running at least 16 km/week.For the metabolic protocol, participants had to additionally be capable of running a 5 km in 19 min or an equivalent performance (10 km in 39 min, marathon in 3 h).For both protocols,participants were excluded if they had a lower extremity injury or surgery in the past 12 months or had any existing orthopedic,cardiovascular,or neuromuscular conditions.All participants gave written consent.The study was approved by the University of Massachusetts Amherst Institutional Review Board(1741 and 1789).

2.2.Shoe conditions

Participants wore 2 pairs of shoes: an intact Nike Vaporfly(VFintact) and a cut Nike Vaporfly (VFcut).In lieu of having 2 identical shoes with and without a carbon-fiber plates,we made 6 medio-lateral cuts through the carbon-fiber plate in the forefoot of new VFs to reduce the plate’s effectiveness in bending(Fig.1).This method should not have affected the geometry and foam properties of the shoes;however,it is possible that the foam was slightly altered in the forefoot due to cutting.Cuts were made just past the depth of the plate using a table saw with an～1.5-mm blade.We measured the LBS in extension with a 3-point bending test using a standard material testing machine(Instron ElectroPuls 10000; Instron, Norwood, MA, USA).To perform this test, the shoe was placed on 2 support frames 80 mm apart.22An Instron tip, aligned with the MTP joint,displaced 5 mm while recording force at 200 Hz.We calculated bending stiffness in N·m/rad based on the force applied to the shoe, displacement of the instron tip, and the distance of the support beams.24This method was not suitable for measuring the shoe in flexion due to foam deformation.Therefore, we measured the shoe’s LBS in flexion using a standard flex tester (Shoe Flexer; Exeter Research Inc., Brentwood, NH, USA), calculating flexion stiffness for the final five of fifty 30-degree flexion cycles.

2.3.Experimental set-up and protocol

The study comprised 2 testing protocols: a metabolic protocol and a biomechanics protocol.If subjects completed both protocols on the same day,biomechanics testing was done frist.

Fig.1.Intact Nike Vaporfly 4% (VFintact) and cut Nike Vaporfly 4% (VFcut)shoe conditions.To create the VFcut, 6 medio-lateral cuts were made through the carbon-fiber plate.Note that the black line is not the exact location of the carbon-fiber plate,but all the cuts were made fully through the plate.

2.3.1.Metabolic protocol

Participants wore their own shoes for a warm-up of at least 5 min at the test pace of 14 km/h (6:54 min/mile).During the warm-up, participants wore a mouthpiece attached to an expired-gas analysis system to get accustomed to running with it.After the warm-up,participants completed four 5-min trials at 14 km/h on a level, force-measuring treadmill with a rigid deck(Treadmetrix,Park City,UT,USA).Shoe order was randomly assigned, and participants wore each shoe twice in a mirrored order (e.g., VFintact, VFcut, VFcut, VFintactor VFcut,VFintact,VFintact,VFcut).This method reduces bias due to order of conditions and any possible learning or fatigue effects.We used lightweight shoe covers to blind participants to the shoes they were wearing.During each trial we measured horizontal and vertical ground reaction forces(GRF)at 1200 Hz,as well as submaximal rates of oxygen uptake and carbon-dioxide production using an expired-gas analysis system(True One 2400;Parvo Medics,Salt Lake City,UT,USA).After each trial,participants were given a 5-min break while researchers changed their shoes behind a barrier.

We calculated the metabolic rate (i.e., running economy)over the last 2 min of each trial, based on the measured rates of oxygen uptake and carbon-dioxide production using the Peronnet and Massicotte equation.33Running economy is the energetic cost of running at a specific velocity expressed in W/kg;therefore, lower running economy values will result in an increase in performance.8,12,13The metabolic rate was averaged between the 2 trials in the same shoe for each participant.

In the last 30 s of each trial, we collected GRF from the treadmill.We opted to use GRF from the treadmill, and not over ground,because treadmill running allowed us to take the average of multiple steps.A custom Python script (Python Software foundation,https://www.python.org/)was used to filter GRF data using a low-pass,second-order Butterworth filter with a cut-off frequency of 20 Hz.34Contact time was determined using a 25 N vertical GRF threshold to determine toe-offs and touch-downs; these points were then visually inspected to ensure accuracy.We then calculated step frequency, peak vertical GRF, and propelling and braking impulse.Finally, we further visualized these differences in GRF between shoes by plotting the GRF vectors in the sagittal plane relative to the stance phase.

2.3.2.Biomechanics protocol

We placed retro-reflective markers on the participants’right leg on the greater trochanter, medial, and lateral epicondyles and on the medial and lateral malleoli.The right foot was tracked with markers on the first and fifth metatarsal head and base, the first toe, and a cluster of 3 markers on the heel.To track the thigh and the shank segments, rigid bodies with 4 non-co-linear reflective markers were adhered to the lateral aspects of the thigh and shank.

Participants ran across a 30 m runway embedded with force plates(AMTI Inc.,Watertown,MA,USA)at 14 km/h.During the trials,motion capture data(Oqus 3;Qualisys Inc.,Gothenburg, Sweden) and GRF data were continuously collected at 200 Hz and 2000 Hz, respectively.We used timing gates to verify that the participant’s speed was 14 km/h(with±4%variance), and we visually made sure that the participants right foot landed directly on a force plate.Participants continued to perform runs until we had collected 5 good trials in each shoe condition.

To process the data,we first visually analyzed,and then gap filled the motion capture data in Qualisys Track Manager(Qualisys Inc., Gothenburg, Sweden).Next, using a custom Python script, GRF and kinematic data were low-pass filtered using a dual-pass Butterworth filter, with the same effective 14 Hz cut-off,27to prevent artificial fluctuations in joint moments.35,36For the knee, ankle, and MTP joints, we calculated joint angles, angular velocities, moments, powers, and work during the stance phase using a 3D inverse dynamics model custom built in Python.We assumed the MTP joint moment was 0 until the center of pressure passed the MTP joint center.Finally, we normalized data to 100% of stance phase and averaged the trials in the same shoe condition within each participant.

2.4.Statistics

We used a 2-tailed paired t test to compare metabolic rate,step parameters, and peak biomechanical variables between shoes (R software Version 1.0.44; The R Core Team, Vienna,Austria).Significance was set at α=0.05,and a Holm-Bonferroni correction was implemented to account for multiple t tests.We also used 1-dimensional spatial parametric mapping in Python to conduct a 2-tailed,paired-sample t test(α=0.05)for GRF, joint angles, angular velocities, moments, and powers.37Outputs from spatial parametric mapping are a time series of t values,allowing us to analyze differences across the whole stance phase rather than just peaks or averages.

3.Results

During analysis,1 participant was removed from the metabolic protocol (n=14) and 2 participants were removed from the biomechanics protocol(n=13)due to data quality issues.

3.1.Shoe properties

The VFcuthad a bending stiffness of 7.7 N·m/rad,while the VFintacthad a bending stiffness of 23.1 N·m/rad in flexion.In extension, the VFcuthad a stiffness of 3.1 N·m/rad and the VFintacthad a stiffness of 11.1 N·m/rad.

3.2.Energetics and step parameters

The average metabolic rate was statistically similar(p=0.306) in the VFcut(14.17 ± 0.74 W/kg) and the VFintact(14.09 ± 0.80 W/kg), with the average change within participants being 0.55% ± 1.77% (95% confidence interval(95%CI): -1.44% to 0.40%; Fig.2).Individual changes ranged from -3.3% to 3.3% between the VFcutand the VFintact,with 10 of 14 participants having worse running economy in the VFcutcondition.Contact time was significantly shorter(p ＜0.001)in the VFcut(0.211±0.014 s)compared to the VFintact(0.213±0.014 s),with the average change withinparticipants being -1.19% ± 1.10% (95%CI: -1.77% to-0.61%;Table 1).No significant differences were found for step frequency, braking impulse, propelling impulse, or peak vertical GRF (Table 1).Vertical GRF were significantly higher in the VFcutduring 55%-96% of stance phase (p ＜0.001).Anteriorposterior GRF were significantly lower in the VFcutcompared to the VFintactfor 30%-68% and significantly higher in the VFcutcompared to the VFintactfor 75%-95% of stance phase (both p ＜0.001;Fig.3).Fig.3C shows GRF vectors across the stance phase.Overall,the patterns look similar,but the GRF vector for the VFintactis directed more forward than for the VFcutfor the majority of the stance phase.Note that for around 60%-70%of the stance phase, where the vectors appear to be aligned, the VFintactvector is indeed 1%ahead of the VFcut.

Fig.2.Running economy was similar between Vaporfly shoes with intact(VFintact)and cut(VFcut)carbon-fiber plates.The average metabolic rate is shown in black,and individual responses are shown with grey lines.On average,runners had a 0.55%±1.77%(mean±SD)higher metabolic rate in the VFcut than in the VFintact,but this difference was not statistically significant(p=0.306).

3.3.Biomechanics

Table 1Average metabolic rate and step parameters during treadmill running in Vaporfly shoes with VFintact and VFcut carbon-fiber plates(mean±SD).

4.Discussion

This study sought to determine the independent effect of the curved carbon-fiber plate in the VF shoe on running energetics and biomechanics.Our mechanical testing confirmed that the VFcutwas dramatically less stiff in flexion (～66% less stiff)and extension (～72% less stiff) compared to the VFintact.Interestingly, our results show that reducing the LBS did not substantially change running economy, refuting our first hypothesis.Furthermore, we reject our second hypothesis that reduced LBS would decrease ankle dorsiflexion moment and power.Supporting our third hypothesis, MTP joint dorsiflexion angle and power were significantly larger in the VFcut;however, MTP joint moment was not significantly different between conditions.Our findings are in line with previous research finding small differences in running economy between shoes with and without carbon-fiber plates.16,19,22,23However, most of these studies used flat plates, and we hypothesized that the curved plate in the VF would result in additional savings and explain ～2% of the 4% savings reported by Hoogkamer et al.8and Barnes and Kilding.9Conversely, there was no detectable difference in running economy between shoe conditions.As such,our findings are in line with the data from the vast majority of studies that evaluated the effects of LBS with flat plates/insoles.18-21When directly comparing footwear conditions at the group level, without focusing on individual responders or the individual stiffness condition with the lowest metabolic rate,only the study results of Roy and Stefanyshyn16and Oh and Park22showed improvements in running economy(0.8%and 1.1%,respectively).Our results therefore dispute suggestions that LBS from the curvedcarbon-fiber plate alone is responsible for the majority of the metabolic savings and instead suggest that the savings arise from a combination of the foam, shoe geometry, and other effects of the curved carbon-fiber plate not related to bending stiffness.

Fig.3.Ground reaction forces(GRF)during treadmill running in the Vaporfly shoes with intact (VFintact; red) and cut (VFcut; blue) carbon-fiber plates.The shaded bars represent ± 1 standard error.Force traces have been normalized to body weight (BW).(A) Average vertical (Fz) GRF traces, (B) Anterior-posterior (Fy) GRF traces.Grey shaded areas represent where traces are significantly different from each other (p ＜0.05) as determined by spatial parametric mapping.(C)GRF vectors during stance phase.Each vector represents 1% of stance phase.Interestingly, around 60%-70% of stance phase,when GRF vectors appear to be the same, the VFcut (blue) is 1% behind the VFintact(red).

These results challenge the recent suggestion that a curved plate alone can provide metabolic savings as high as 6% by acting as a teeter-totter.1,17The idea behind this suggested teeter-totter effect is that the curved plate would allow the shoe to pivot in mid-stance, and push-off in a way that the force applied at the front of the shoe would create a reaction force at the heel large enough to substantially improve running economy.In this mechanism,the plate needs to provide bending stiffness in extension to enable the pivoting action.However, our current research shows that reducing the bending stiffness in both flexion and extension does not have a substantial effect on running economy.Better understanding the contributions from the highly compliant and resilient foam, as well as the shoe geometry,would further our understanding of how the plate independently contributes to the energy savings.

In general,gross biomechanical measures were similar between shoe conditions; specifically, step frequency, peak vertical GRF,braking impulse, or propelling impulse were not significantly different between conditions.We found a small but significant difference in contact time between the VFcutand VFintact, where contact time in the VFintactwas 1% longer than in the VFcut(Table 1).These findings are in line with previous research reporting longer contact times in plated shoes compared to controls.In VF shoes(with an embedded,curved plate),contact time has been found to be 0%-0.6% longer compared to controls.8-10Similar findings have also been reported in shoes with flat plates.28,30,38Previous research has shown that across running speeds,metabolic rate is inversely related to contact time39in that shorter contact times require faster muscle contractions to produce the force to support body weight.Faster muscle contractions are more energetically costly than slower contractions.Similarly, recent findings from Madden et al.19and Cigoja et al.40suggest that stiff shoes may reduce triceps surae muscle contraction velocity and improve overall running economy.While braking and propulsive impulses were similar between shoes, we found significant differences in vertical and anterior-posterior GRF traces(Fig.3).For the majority of the stance phase,the GRF vector for the VFintactis directed more forward than for the VFcut.When accounting for the differences in contact time,the braking phases are similar,while the propulsive phase is longer for the VFintactthan for the VFcut(Supplementary Fig.1).This longer propulsive phase for the VFin-tactallows for a lower peak and average propulsive force.Interestingly,the 1%change in contact time and differences in propulsive GRF observed in our study were not enough to significantly affect running economy.

Table 2Average knee,ankle,and MTP mechanics during overground running in the VFintact and VFcut(mean±SD).

Joint mechanical differences were only found at the MTP joint.Importantly,the MTP joint has been shown to be a relevant location for energy loss during running.41,42Specifically,when the MTP joint dorsiflexes in stance phase, it absorbs mechanical energy.Our results show that cutting the carbonfiber plate did indeed result in greater MTP joint dorsiflexion and dorsiflexion angular velocity at touch down and take off(Fig.4).This is in line with previous studies finding decreased MTP joint dorsiflexion with both flat19,20,29and curved27plates compared to controls.Interestingly,we did not find differences in MTP joint moment.However, it is important to note that we calculated the external MTP joint moment,which is a combination of the foot and the shoe.Although we cannot quantify it with our current data,it is likely that the shoe contributed more to the moment in the VFintactthan in the VFcut,which would result in a larger contribution from structures in the foot to the MTP joint moment in the VFcut.Furthermore,MTP joint negative power and negative work were significantly lower in the intact shoes (VFintact).While decreasing negative work and energy loss at the MTP joint has been discussed as an important feature of a carbon-fiber shoe,16,31our study shows that it alone likely has a small effect on overall metabolic energy cost.

We anticipated that cutting the plate would result in lower ankle dorsiflexion velocity and decreased ankle moment.Theoretically, increased LBS can be expected to affect ankle joint mechanics and energetics in several different ways,many of which are related to the opposite effects of potentially increased moment arms with increased LBS30on joint moment and angular velocity (for a detail review, see Ortega et al.24).Indeed, in our study, small differences occurred in the center of pressure location during the final 10% of the stance phase.Specifically, the center of pressure moves farther away in the VFintact, creating a larger moment arm around the ankle(Supplementary Fig.2).However, we did not find significant differences in ankle angle, angular velocity, moment, and power.It is worth noting that while it was not statistically different,on average,an individual’s positive and negative ankle work was 7.0%and 5.5%greater,respectively,in the VFintact.These findings differ from those of Hoogkamer et al.,27who reported decreased negative and positive work, as well as differences in peak ankle dorsiflexion and moment in the VF prototypes compared to control shoes.Importantly,the controlshoes differed dramatically from the VF in midsole foam and geometry.It is possible that higher positive and negative ankle work might not be metabolically expensive when they result from increased mechanical energy storage and return in the Achilles tendon.Our results are in line with those of Farina et al.,32who determined that ankle plantarflexion moment was similar between similar shoes with and without a curved plate.Together, these finding suggest that the differences found in the study by Hoogkamer et al.8are due to differences between shoes other than the LBS of the curved carbon-fiber plate under the forefoot.

We did not find any biomechanical differences at the knee joint between shoe conditions.This is in line with previously reported research.16,19,21,27,43

Ideally,we would have compared identical VF shoes with and without a plate;however,because such shoes are not available,cutting the plate was the next best option.We tried to remove the plate,but this was not possible without irreparable damage to the midsole.Because the plate was still in the shoe,it was likely still interacting with the foam and contributing to medio-lateral bending stiffness.Furthermore, only the forefoot and midfoot sections of the plate were cut.This choice was made because we believe that forefoot and midfoot bending stiffness are most important and because the plate was very close to the insole in the rearfoot.Although we believe that the plate’s stiffening effects in the rearfoot likely have little effect, it is possible that the rearfoot part of the plate contributes to the shoe’s effectiveness.For example,the plate may spread out the forces under the foot over a larger foam area and/or help stabilize the shoe.Interestingly,the newly released Adidas Adizero Adios Pro (Adidas, Herzogenaurach, Germany)marathon racing shoes have a flat plate in the rearfoot decoupled from a stiff rocker in the forefoot;and while there is no experimental data on how these shoes compare mechanically or energetically to the VF, they perform well in competition.The findings in our study can only apply to the role of the plate in LBS under the forefoot.Future studies should aim to assess identical shoe models with and without an embedded, curved carbon-fiber plate.It is important to note that researchers have been studying this with flat insoles;however,the literature on this subject suggests that curved plates provide a superior advantage.24

We only tested VF shoes on males running at 14 km/h.Previous research has suggested that the effect of LBS on running economy may be speed dependent18(for a detailed review,see Ortega et al.24).However, because both Hoogkamer et al.8and Barnes and Kilding9found that metabolic savings in the VF shoes were consistent across speeds from 14 km/h to 18 km/h,we believe that the speed of 14 km/h used in our study was adequate to test our hypotheses.Our sample size of 14 participants limited our statistical power and therefore may have affected our ability to find significant differences.Lastly, our study sample only included males, some of whom had never run in VFs before.Barnes and Kilding9found that metabolic savings in the VF shoes were not significantly different between males and females,but differences in sex, body mass, leg length, and shoe size can theoretically affect the relative influence of the plate on running mechanics and energetics,which should be addressed in future research.Although some participants were new to using VFs, we do not believe this influenced our findings because,for example,all participants in the Hoogkamer et al.study8were unfamiliar with the shoes and still exhibited metabolic savings and biomechanical differences.

And when the King had ridden off she took the little shirts and went into the wood, and the reel showed her the way. The children, who saw someone coming in the distance, thought it was their dear father coming to them, and sprang to meet him very joyfully. Then she threw over each one a little shirt, which when it had touched their bodies changed them into swans,21 and they flew away over the forest. The Queen went home quite satisfied, and thought she had got rid of her step-children; but the girl had not run to meet her with her brothers, and she knew nothing of her.

When mechanically testing our shoes, we used 2 different methods for quantifying flexion and extension stiffness.Because the plate is embedded within the foam, our 3-point bending test of the VFintactin flexion resulted primarily in displacement due to foam deformation rather than longitudinal bending.Therefore, we decided to use an industry standard flex tester (Shoe Flexer; Exeter Research Inc.) for measuring flexion, and a 3-point bending test for measuring extension.These tests were sufficient for showing that cutting the plate effectively reduced the LBS for flexion and extension;however, care is advised when comparing stiffness values between different testing methods (for a detailed review, see Ortega et al.24).Future work should aim to improve external validity and standardization of footwear LBS assessment so that reported values can be compared across the literature.

As carbon-fiber plates become increasingly popular in running shoe innovation, it is important to understand how they affect running economy and joint mechanics and how this can contribute to improved performance.Future studies should continue to address specific features of shoes by systematically assessing one feature at a time in order to further our understanding of how different features alter running economy and running biomechanics.

5.Conclusion

While multiple studies have assessed the effects of increased LBS and carbon-fiber plates on running economy,our study is the first to directly assess the role of a curved,embedded carbon-fiber plate in 2 identical shoes.We found that reducing LBS,in both flexion and extension,did not significantly alter running economy.Similarly, we found only small biomechanical changes at the MTP joint.Overall, we suggest that the curved carbon-fiber plate alone has minimal impact on the 4%savings in the VF.Instead,the savings likely result from a combination and interaction of the highly compliant and resilient midsole,shoe geometry,and other effects of the curved carbon-fiber plate not related to LBS under the forefoot.

Acknowledgments

We thank the subjects for participating, Sam Zeff for helping with mechanical testing,Sam Carey for helping cut the shoes,and Justin Ortega,Dale Haavind-Berman,Emily Laughlin,Annie Lye,and Adam Lee for help with data collection.

Authors’contributions

LAH helped with the research design and carried out data collection, data analysis, and drafting of the manuscript; WH conceived the research idea and design, and helped draft the manuscript.Both authors have read and approved the final version of the manuscript,and agree with the order of presentation of the authors.

Competing interests

Wouter Hoogkamer has received research grants from Puma North America and Saucony.This role had no involvement in the study design and writing of the manuscript or the decision to submit it for publication.

Supplementary materials

Supplementary materials associated with this article can be found in the online version at doi:10.1016/j.jshs.2021.07.002.