How to Audit Ergonomic Claims in Strength Equipment

Broader scientific context

How to tell whether an equipment claim has been tested

A product can look comfortable or fit the body closely without proving a performance or safety benefit. Evaluate who it fits, how it is used, what researchers measured, and whether those measurements support the claim.

“Ergonomic” is often used as a visual adjective: a curved handle, thicker pad or sculpted seat looks more fitted to the body, so the product is assumed to be safer or more effective. Ergonomics does not permit that shortcut. It asks whether a system accommodates its intended users, supports the intended task, communicates its settings clearly and controls predictable error. Then it tests those requirements.

In strength training, the distinction is consequential. Equipment must remain structurally secure while an athlete produces high forces, yet safety certification does not establish performance. A setting can improve fit without changing muscle activation. A support condition can change acute velocity without proving a long-term adaptation. A more comfortable surface can be preferred without reducing injury incidence.

The strongest equipment claims therefore move through an evidence sequence: safety and reliability, population fit, usability, acute biomechanics, longitudinal performance and, only when directly studied, clinical outcomes. This article explains that sequence and applies it to the bench press, where athlete-equipment contact is unusually visible and increasingly testable.

Key Takeaways

  • Ergonomics is compatibility, not comfort alone. It integrates user characteristics, task demands, controls, feedback, physical interfaces and context.
  • Adjustment count is not the same as accommodation. Useful settings must cover the intended population, engage securely and be easy to identify and reproduce.
  • Safety and efficacy require different evidence. A structurally compliant product has not thereby proved better mechanics, performance or injury outcomes.
  • Equipment can change an exercise condition. Bench angle, stability, grip constraints and support geometry can affect what the athlete actually performs, but results are protocol-specific.
  • Injury-reduction language requires prospective clinical evidence. Fit, comfort, modeled loading and acute performance cannot substitute for measured injury outcomes.
  • The direct evidence belongs to the Launch Pad®. Joint Ops™ is in active prototype research with no published outcomes; it must be evaluated directly.

Start With the Claim, Not the Feature

THE HUMAN FACTORS FRAMEWORK

Karwowski describes ergonomics and human factors as a discipline concerned with human-compatible systems, spanning physical, cognitive and organizational dimensions [1].

THE EVALUATION PROCESS

ISO 9241-210 translates that idea into a human-centered process: understand users and context, specify requirements, produce design solutions, evaluate them with users and iterate [2].

The terms overlap, but they are not interchangeable with “comfortable.”

Physical

Physical ergonomics includes anthropometry, strength, reach, posture and contact.

Cognitive

Cognitive ergonomics includes how a person perceives labels, remembers settings and recognizes an error.

Organizational

Organizational ergonomics includes the workflow of a shared facility: supervision, transition time, maintenance and the consequences of a misconfigured station.

Strength-training definition

Ergonomics in strength training is the design and evaluation of equipment around defined athletes, exercises and environments so that fit, controls, contact and feedback are compatible with the intended task. It does not establish an outcome until that outcome is measured.

CLAIM DEFINITION · FOUR CONNECTED RECORDS

Turn a feature claim into a question that can be tested

Who?

Define the athletes

Training status, body dimensions, experience and intended user group.

Compared with what?

Name the reference condition

Specify the alternative equipment or setup, and the variables held constant.

Measured how?

Identify the outcome

Fit, setup error, mechanics, performance or a directly measured clinical outcome.

Under which conditions?

State the task and exposure

Exercise, load, range, execution, setting and observation period.

Read the four records together before selecting a study or interpreting a result. This framework organizes the article’s claim-audit method; it is not a new study outcome.

Four Questions for Evaluating an Equipment Claim

Articles 01 and 02 own the human-centered design process and bench specification. This article takes the evaluator’s position: a manufacturer, facility owner, coach or researcher arrives with a claim and asks what evidence would make it credible.

AMM Research · Claim-to-evidence map

Match each claim to a test

A feature can pass one bay and fail another. Passing structural tests does not prove fit; fitting users does not prove a performance outcome.

Bay 01 · Fit

Accommodation

Does the stated population fit the stated task at relevant settings and loads?

Evidence: dimensions + observed users.
Bay 02 · Use

Configuration

Can users understand, set, verify and reproduce the intended state?

Evidence: error, time and repeatability data.
Bay 03 · Safe

Mechanical control

Do identified load, stability, entrapment and durability tests pass?

Evidence: named standard and test condition.
Bay 04 · Outcome

Measured effect

Does the exact equipment condition change mechanics, performance or clinical outcomes?

Evidence: matched comparison at the claim level.
Match the claim to the measurement
Fit → body dimensions and geometry
Test whether intended users fit the equipment and task.
Setup → errors and repeatability
Test whether users can set and reproduce the intended state.
Performance → a measured outcome
Compare a defined task under matched conditions.
Injury reduction → clinical outcomes
Track the relevant outcome prospectively.

This is an evidence map, not a ranking of products. A geometric feature, a usability result and a performance result answer different questions; safety or clinical claims require their own evidence.

Article synthesis; see the references below.

The audit is deliberately equipment-agnostic. It can be applied to a rack, machine, bench, attachment, pad or complete platform.

1. Does the Equipment Fit Its Intended Users?

Body dimensions influence reach, clearance, support and joint alignment. Stature alone is inadequate: two athletes of the same height can differ in torso breadth, segment lengths, shoulder width and limb proportions. Equipment designed around an “average” user may therefore fit fewer people than expected.

Design detail: choosing adjustment or discrete sizes

The design response is not always continuous adjustment. Some dimensions can be fixed around a carefully defined population; others may require discrete sizes or indexed positions. Garneau and Parkinson showed how anthropometric data and the user’s just-noticeable difference can be incorporated into models of physical accommodation for adjustable and discretely sized products [3]. The practical lesson is that a setting must differ enough to matter while offering enough range to cover intended users.

Reach

Can the user operate pins, handles and safeties from a stable position?

Clearance

Does the equipment leave room for the intended joint and implement path?

Support

Do contact surfaces support the intended body regions without creating an avoidable mismatch?

Reproducibility

Can the athlete identify, record and return to the same setup?

Accommodation must also be tested during the exercise. Foam compresses under load. Clothing changes friction. A cable or lever may approach the body differently at the end of a range. Static measurements identify candidates; observed use confirms whether the task is actually accommodated.

Observed-use sequence

Check fit through the task

01 · Set upReach + support

Identify the intended user, contact surfaces and settings.

02 · Move under loadClearance + compression

Observe the movement path and the loaded support surface.

03 · RepeatReturn to the same setup

Record the settings and confirm that the configuration can be reproduced.

A practical reading of the fit questions above. The sequence organizes observation; it is not a scored test or a pass/fail standard.

2. Can Users Set It Up Correctly and Repeatably?

A machine with many positions can still create poor outcomes if its controls are ambiguous. Good indexing shows where the equipment is set, communicates full engagement and lets another user reproduce the setup.

WORKFLOW

In a team facility, adjustment time affects workflow.

SAFETY

In maximal training, a partially engaged lock is a safety problem.

RESEARCH

In research, an undocumented setting is a confounder.

Bench angle illustrates why settings are part of the exercise prescription. Lauver and colleagues found that upper-extremity muscle activation changed across bench inclinations [4]. If the back angle is not known or two benches use different nominal increments, the sessions are not mechanically identical. More adjustment is valuable only when the range serves a real task and users can select it consistently.

AMM Research · Visual 37 · Study design and findings

The setting and the measurement window both matter

Lauver and colleagues compared four bench angles in 14 trained men, using six repetitions per condition at the same absolute load.

  • −15°Decline
  • 0°Horizontal
  • 30°Incline
  • 45°Incline

Upper-pectoralis activation during the pressing phase

0–25%26–50%51–75%76–100%

In the highlighted window, 30° and 45° produced greater upper-pectoralis sEMG than horizontal and decline conditions. The published abstract reports no difference across angles when the complete pressing phase was analyzed.

This diagram shows the study conditions and analysis window, not effect sizes. The finding is specific to muscle, phase and protocol; it does not measure long-term growth. Lauver et al. · Study [4].

Feedback should be redundant where consequences are high: visible index numbers, tactile detents and positive mechanical engagement can each confirm the same state. The correct combination depends on environment, cleaning requirements, lighting, noise, gloves and supervision.

USABILITY · FROM ADJUSTMENT TO REPEATABILITY

A setting is useful when another session can reproduce it

01 · SELECT

See the setting

Visible indexing identifies the chosen position.

02 · CONFIRM

Check engagement

The locking mechanism provides a clear indication of full engagement.

03 · REPEAT

Record the setup

A written setting record lets the next user or session reproduce the condition.

A useful setup recordEquipment model · back and seat settings · pad or support condition · contact position · relevant task instructions
Conceptual setup sequence drawn from the article’s usability discussion. A visible index records position; the equipment’s actual mechanism determines how engagement is confirmed.

3. What Has Been Tested for Safety and Performance?

Structural safety

ISO 20957-1:2024 specifies general safety requirements, test methods and equipment classifications for indoor stationary training equipment [5]. Part 2 adds requirements specific to strength-training equipment [6]. Those requirements belong at the foundation of design. Capacity, stability, entrapment hazards, controls, instructions and foreseeable use all matter before an athlete begins evaluating performance.

A measured performance benefit

Performance claims sit above that foundation. A load test does not show that a machine produces more strength. A compliant pad does not show reduced shoulder loading. A secure adjustment does not show that athletes choose it correctly. Each statement needs a method matched to the endpoint.

AMM Research · Evidence checklist

Minimum evidence required for common ergonomic strength-equipment claims.

The lock is secure

Minimum relevant evidence
Specified mechanical and durability testing
Appropriate wording
Passed the identified test under identified conditions.
Unsupported leap
Therefore the exercise is more effective.

The station fits intended users

Minimum relevant evidence
Anthropometric analysis plus user accommodation testing
Appropriate wording
Accommodated the tested population and tasks.
Unsupported leap
Therefore all users are protected from injury.

The setup is repeatable

Minimum relevant evidence
Reliability, setting-recall and position-variability data
Appropriate wording
Reduced errors or variability in the tested workflow.
Unsupported leap
Therefore strength gains will be larger.

The interface changes mechanics

Minimum relevant evidence
Kinematic, kinetic, EMG or pressure comparison
Appropriate wording
Changed the named acute measure.
Unsupported leap
Therefore it causes long-term adaptation.

The product improves performance

Minimum relevant evidence
Controlled longitudinal trial
Appropriate wording
Produced a different outcome in the tested program.
Unsupported leap
Therefore it prevents injury.

The product reduces injury

Minimum relevant evidence
Prospective clinical injury-outcome research
Appropriate wording
Changed incidence or burden in the studied population.
Unsupported leap
Inference from comfort, mechanism or performance.
Each card preserves a claim, its evidence requirement, appropriate wording and the inference that would go beyond the test.

4. Does the Equipment Change the Measured Task or Outcome?

Read the measurement firstBar travel → cmJoint position → angleMuscle activity → sEMGTraining outcome → repeated testing
Means and units

Read the named outcome first. Bar length shows a condition mean or an explicitly labeled relative index.

Variability and ranges

Whiskers labeled SD show participant variability. An injury-rate range spans reported values; it is not a confidence interval.

Statistical context

Keep the sample, task and comparison with the result. No detected difference does not establish equivalence.

The bench press demonstrates why ergonomics cannot stop at fit. Grip width, torso position, support, angle and stability can alter the work performed even when the exercise name stays the same.

35 participants · Grip and elbow position

In 35 strength-trained adults, Mausehund and colleagues measured net joint moments and EMG across grip widths and elbow positions. Wider grips increased shoulder moments, while narrower grips shifted more demand toward the elbow extensors and shoulder flexors [7].

34 participants · Training expertise and sex

A separate 34-person study found substantial technique differences between powerlifters and recreational lifters and differences in joint-moment distribution by sex [8]. Equipment that accommodates one technique may not fit every athlete identically.

Torso position matters as well. Cudlip and colleagues compared arched powerlifting and standardized techniques in 20 experienced men. The arch increased latissimus dorsi activation, while the standardized technique produced 8% larger integrated shoulder moments [9]. The bench did not act alone, but it provided the boundary against which the torso position was created.

AMM Research · Cudlip et al. (2022)

Torso technique changes the measured shoulder moment

20 experienced male lifters · arch and standardized techniques · 25%, 50% and 75% of self-reported 1RM.

Powerlifting arch100 index
Standardized technique108 index

Relative index · arch = 100

8% larger integrated shoulder moments with the standardized technique; reported p < .0001.

The bars index the powerlifting arch to 100 and the standardized technique to 108, calculated from the reported 8% difference. They are a relative comparison, not raw joint-moment measurements. No uncertainty interval is available in the cited summary. Study [9].

AMM Research · Measurement and meaning

Keep the measurement attached to its meaning

Linear position transducer attached to a barbell.

01 · Observation

Bar moves

Measurement
Position + time
Interpretation
Bar kinematics
Surface EMG electrodes on the pectoral region.

02 · Observation

Muscle is active

Measurement
Surface EMG
Interpretation
Electrical activity
A pressure-sensing sheet on a bench pad.

03 · Observation

Support changes

Measurement
Contact / pressure
Interpretation
Interface condition
Illustrations show measurement categories, not equipment used in a specific trial. The contact/pressure panel describes a possible interface measurement; it was not an outcome in the acute Launch Pad study. Study [16].

Null Results Belong in the Audit

Goodman and colleagues asked whether replacing a flat bench with an exercise ball changed 1-RM, upper-body and trunk muscle activity or elbow ROM. Thirteen participants completed both conditions after familiarization, with tests separated by at least seven days [10].

What the study found

No difference in the measured outcomes

The investigators reported no difference between the stable bench and exercise ball in 1-RM, recorded muscle activity or elbow range of motion.

  • 1RMNo detected difference
  • Muscle activityNo detected difference
  • Elbow ROMNo detected difference

A nonsignificant comparison does not establish identical outcomes or a zero effect.

What that means in practice

An intuitive design story can be wrong or incomplete

Instability may sound as though it must increase stabilizer demand, but that prediction did not appear in these measurements. Designers must test the exact surface, exercise, load and outcome instead of treating a plausible mechanism as validation.

This study should not be generalized into “surfaces never matter.” Its value is methodological. It shows that equipment changes can produce null results and that evidence-based design must publish and respect them.

Positive direct evidence

A changed pad changed measured posture

Biscarini and colleagues compared a standard flat preacher-curl pad with an ergonomic thorax-stabilization pad in 15 participants. Three-dimensional motion capture and inclinometers showed lower shoulder protraction and thoracic kyphosis with the ergonomic pad (both p < .001). The study supports a posture claim for that task; its statements about injury prevention remained potential, not measured outcomes [11].

AMM Research · Visual 38 · Biscarini et al. (2016)

A pad comparison with measured posture outcomes

Fifteen participants used both pads during preacher curls. Bars show means; error bars show SD. These are posture measurements for a different exercise and product, not Launch Pad results.

Shoulder protraction

Flat pad12.0 cm
Ergonomic pad7.9 cm

cm · condition mean

Flat pad: 12.0 ± 2.4 · Ergonomic pad: 7.9 ± 2.6 cm

Mean ± SD · p < .001

Thoracic kyphosis

Flat pad35.5 degrees
Ergonomic pad29.6 degrees

degrees · condition mean

Flat pad: 35.5 ± 8.2 · Ergonomic pad: 29.6 ± 8.5 degrees

Mean ± SD · p < .001

The study also included a standing-curl reference posture, which is not plotted here. Injury incidence was not an outcome.

Biscarini et al. (2016) · Study [11]

Broader null/equivalence context

Equipment category alone did not dictate adaptation

In a matched eight-week study of 38 trained men, free-weight and machine-based programs produced similarly small between-group differences in strength (differences ≤1.8% when considering the eight tested exercises together), hypertrophy (differences ≤2%) and joint discomfort. The 2026 ACSM overview likewise found that equipment type did not consistently alter training outcomes. These findings argue against category-wide superiority while leaving room for product- and task-specific effects [12] [13].

≤1.8%

Strength

Difference in percentage change across the eight tested exercises; p ≥ .216.

≤2.0%

Muscle size

Differences in percentage change; p ≥ .208.

No difference

Joint discomfort

Between-group comparisons for stiffness, pain and disability; p ≥ .144.

Reported bounds are shown as bounds, rather than invented group means. 38 trained men · 8 weeks · 19 per group. Study [12].

Additional null-result example · defined protocol

A pronounced arch did not automatically raise 1RM

1RM in the Smith-machine comparison

Flat technique115.9 kg

SD 17.9 kg

Arched technique115.7 kg

SD 18.4 kg

kg · bars show means; SD printed separately

García-Ramos et al. · 11 male powerlifters · p = .942; ES = .01. No statistically significant difference. Study [19].

Keep the claim tied to the test

Posture contrast ≠ surface comparison

This study varied lifting technique on a Smith machine. It did not test a new support surface or establish spinal safety.

Compare the arch protocols →
A nonsignificant result is informative without proving equivalence. Equipment, technique, population and endpoint belong in the same evidence record. Study [19].

Study scope · intervention and mechanism

A support comparison is not a cover-friction test

Peak power

Flat bench416.7 W

SD 86.2 W

Swiss ball370.4 W

SD 65.1 W

W · means shown by bars; SD printed separately

Flat bench versus Swiss ball · p < .017. Study [20].
Proposed material-test apparatus: a weighted fabric-backed sled on a secured pad connected to a load cell and linear actuator.

What would isolate the cover?

Hold geometry and foam constant, test the material pair, then separately measure athlete drift. This proposed rig illustrates the material question.

Explore the two-stage test →
Koshida’s 20 athletes pressed at 50% 1RM. The whole support condition changed. This result cannot supply an upholstery friction coefficient or establish a traction benefit. Study [20].

Modeled Mechanics and Injury Outcomes Are Different Evidence

Noteboom and colleagues tested 10 experienced strength athletes across 21 combinations of grip width, shoulder-abduction target and scapular pose. They recorded motion and hand forces and used an OpenSim model to estimate shoulder reaction forces and muscle activity. Grip width, scapular pose and lateral hand forces affected selected modeled loads [14].

AMM Research · Visual 39 · Evidence pathway

From recorded movement to estimated joint loads

Noteboom et al.: 10 athletes · 21 technique conditions · 16 kg bar

DIRECTLY RECORDED

Recorded in the experiment

Body motion and forces applied to the bar, across grip widths, shoulder positions and scapular poses.

MODEL ESTIMATE

Estimated by the model

Shoulder joint reaction forces and muscle activity, calculated using the recorded inputs and model assumptions.

Injury outcomes require another study

This experiment did not track injuries over time. A clinical claim needs a study designed to measure that outcome.

The arrow represents an analysis step. Recorded motion, modeled forces and prospective injury outcomes are different forms of evidence. Noteboom et al. · Study [14].

Noteboom et al. · Table 2 · study result

One model result, with its measurement context

Supraspinatus anterior

Neutral0.62 relative activity

SD 0.17 relative activity

Retracted0.50 relative activity

SD 0.17 relative activity

Released0.60 relative activity

SD 0.16 relative activity

relative activity · mean with SD · zero-origin scale

Modeled peak activity; maximum activity = 1. Study [14].

Read the measurement level

Compared
Neutral, retracted and released scapular conditions.
Calculated
Peak activity of the modeled supraspinatus anterior, relative to a maximum of 1.
Application
A technique-dependent model result that can inform a testable design hypothesis.

The 16 kg protocol did not test equipment-specific injury prevention.

Mean ± SD across participants, after repetition and trial averaging. This descriptive chart does not add a significance test or express a percentage reduction in injury risk. Study [14].
STUDY LIMITS: LOAD, SAMPLE AND CLINICAL INTERPRETATION

The study advances bench-press biomechanics, but its limits are central to ergonomic interpretation. Participants used a 16 kg bar; the sample was small; the “released” scapular condition used a pool noodle; and injury was not measured prospectively. Modeled load changes can support design hypotheses. They cannot establish that a bench or pad prevents an injury.

AMM Research · Visual 65 · Hickey et al. (2018)

An association belongs in the evidence record—not in a prevention claim

Future shoulder-pain relative risk

Dyskinesis present at baselineRR 1.43

95% CI 1.05–1.93 · dashed line = RR 1.0

Five prospective cohorts · n = 419 asymptomatic athletes · 9–24 months. Study [21].
CLAIM BOUNDARY

What this result cannot establish

The pooled cohorts did not test a bench, pad, or equipment intervention. Relative risk is not individual absolute risk, and association is not cause, diagnosis, or proof that changing a surface prevents pain.

Dyskinesis was followed by shoulder pain in 35% (56/160) of athletes with the finding and 25% (65/259) without it. This strengthens the reason to study clinical outcomes directly; it does not validate an ergonomic injury-prevention claim [21].
Study detail: interpreting injury surveillance

An updated systematic review of 17 weightlifting and powerlifting injury reports reported powerlifting injury incidence estimates of 1.0–4.4 injuries per 1,000 training hours and identified the lower back/pelvis, shoulder and elbow/upper arm among the common sites. The authors also emphasized heterogeneous study designs and definitions [15]. Those epidemiological findings establish that injury is a relevant problem. They do not identify a bench feature as the cause or show that ergonomic equipment reduces incidence.

AMM Research · Tung et al. (2024)

Injury estimates vary across reports

Reported incidence ranges · injuries per 1,000 training hours

Weightlifting2.4–3.3
Powerlifting1.0–4.4
Endpoints show the published ranges across reports. They are not pooled rates, confidence intervals, or results of a head-to-head comparison. Study designs and injury definitions differed. These data establish context, not an equipment effect. Review [15].
Claim boundary

An ergonomic feature may improve fit, access, comfort or a measured acute variable. “Reduces injury risk” requires a prospective comparison that records injuries or a defensible clinical endpoint over time. No Launch Pad or Joint Ops study has yet established that claim.

AMM as a Worked Claim-Audit Example

The Launch Pad studies are relevant to ergonomics because they test a support condition rather than relying on appearance or testimonials. In the randomized crossover study, 10 resistance-trained men performed five repetitions at 70% 1-RM under flat and Launch Pad conditions.

AMM Research · Visual 34 · Kidwell et al. (2026)

Acute changes in the measured repetition

Paired condition means from 10 trained men. Bars start at zero; error bars show SD. sEMG is normalized to maximal voluntary contraction (MVC). Power was not statistically significant.

Right pectoralis sEMG

Flat bench70.2 % MVC
Launch Pad87.3 % MVC

% MVC · condition mean

Flat bench: 70.2 ± 24.8 % MVC · Launch Pad: 87.3 ± 20.1 % MVC

p < .001 · d = .76

Left pectoralis sEMG

Flat bench68.3 % MVC
Launch Pad86.8 % MVC

% MVC · condition mean

Flat bench: 68.3 ± 23.4 % MVC · Launch Pad: 86.8 ± 20 % MVC

p < .001 · d = .85

Mean bar velocity

Flat bench0.4 m/s
Launch Pad0.47 m/s

m/s · condition mean

Flat bench: 0.40 ± 0.09 m/s · Launch Pad: 0.47 ± 0.09 m/s

p < .001 · d = .74

Peak bar velocity

Flat bench0.57 m/s
Launch Pad0.66 m/s

m/s · condition mean

Flat bench: 0.57 ± 0.11 m/s · Launch Pad: 0.66 ± 0.09 m/s

p < .001 · d = .98

Vertical displacement

Flat bench38 cm
Launch Pad44 cm

cm · condition mean

Flat bench: 38 ± 7 cm · Launch Pad: 44 ± 4 cm

p = .005 · d = 1.02

Concentric power

Flat bench249 W
Launch Pad271 W

W · condition mean

Flat bench: 249 ± 103 W · Launch Pad: 271 ± 93 W

p = .071 · d = .23

Not statistically significant

Kidwell et al. (2026) · Study [16]

The Launch Pad produced approximately 24–27% greater pectoralis activation, 15.8% greater peak velocity, 17.5% greater mean velocity and 15.8% greater vertical bar displacement. Power was approximately 8.8% greater but not statistically significant [16].

A four-week randomized parallel trial assigned 42 intermediate-trained men to the same supervised eccentric-overload program using either the Launch Pad or flat condition.

AMM Research · Visual 35 · Goldman et al. (2025)

Strength gains over four weeks

Mean 1RM changes after 12 sessions. Error bars show SD. Both groups used the same eccentric-overload program; the support condition differed.

1RM change

Control11.1 kg
Launch Pad18.4 kg

kg · group mean change

Control: +11.1 ± 2.4 kg · Launch Pad: +18.4 ± 4.3 kg

7.3 kg between-group difference · p < .001 · g = 3.85

Goldman et al. (2025) · Study [17]

Average 1-RM gain was 18.4 kg (40.6 lb) versus 11.1 kg (24.5 lb): a 7.3 kg (16.1 lb) absolute difference, approximately 66% greater average improvement, p < .001 [17].

An eight-week trial randomized 30 collegiate football players to the two support conditions within identical periodized training.

AMM Research · Visual 36 · Blatney et al. (2026)

Performance changes over eight weeks

Direction-only summary after 24 sessions. The publication reports greater improvement with the Launch Pad group across all three outcomes, with each between-group comparison p < .001. Because the source table contains internal inconsistencies between some endpoints, change scores, or variability entries, no questionable magnitude is encoded as bar length.

OUTCOME 01

Bench-press 1RM

Greater improvement reported with Launch Pad

Between-group p < .001

OUTCOME 02

NFL-225 repetitions

Greater improvement reported with Launch Pad

Between-group p < .001

OUTCOME 03

Seated medicine-ball throw

Greater improvement reported with Launch Pad

Between-group p < .001

Data-integrity boundary: These tiles are deliberately unscaled. Consult the source table and resolve its internal inconsistencies before reusing numerical changes or variability values. The outcomes are performance measures, not pain, injury, or rehabilitation outcomes.

Blatney et al. (2026) · Study [18]

The Launch Pad group improved more in 1-RM, NFL-225 repetitions and seated medicine-ball throw distance; all reported between-group comparisons were p < .001 [18].

These studies provide direct acute and longitudinal product evidence. They do not establish clinical benefit, injury reduction or direct efficacy of Joint Ops. Nor do they prove that the acute activation, velocity or vertical-displacement differences caused the later performance changes. The responsible chain is a different interface, different acute repetition characteristics, repeated exposure and different longitudinal outcomes.

Run the Audit Where the Equipment Will Be Used

For athletes and coaches

  • Record bench, angle, seat setting, rack height, grip and support condition when comparing performance.
  • Match the apparatus to the goal: competition-standard equipment for specificity, alternative configurations for defined supplemental tasks.
  • Use comfort as feedback, not proof. A preferred setup may still need velocity, ROM or reliability data before a performance claim is made.
  • Stop treating an unclear adjustment as user error by default; labels, detents and lock feedback are design responsibilities.

For facility owners

  • Evaluate the actual user population, including shortest and tallest intended athletes, mobility limitations and accessibility needs.
  • Test transition time, cleaning, serviceability, floor stability and instruction comprehension before purchasing at scale.
  • Require clear load ratings and standards information, but do not confuse those documents with outcome evidence.

For equipment designers and researchers

  • Define a measurable requirement for every feature.
  • Test fit and usability before using expensive biomechanical or longitudinal protocols.
  • Report apparatus dimensions, upholstery, settings and instructions in enough detail to reproduce the condition.
  • Publish null findings and limitations; they are part of a credible design program.

Relevance to The Launch Pad® and Joint Ops™

The Launch Pad®

The Launch Pad is a human-equipment interface with direct data for selected acute and performance outcomes. Its ergonomic rationale includes torso support, shoulder-clearance intent, traction and repeatable positioning, but claims should remain tied to what the published studies measured. Injury prevention and treatment are not established.

Joint Ops™

Joint Ops incorporates selectable surface configurations, adjustable lumbar positioning, torso support, seat geometry, multiple bench angles and repeatable indexing. Active prototype research is underway, but no published Joint Ops outcome is available. The complete platform must pass the four bays on its own; Launch Pad data cannot be relabeled as Joint Ops data.

What the Evidence Shows

Well established

Human-centered design requires defined users, tasks, requirements and iterative evaluation; stationary training equipment also requires direct safety testing.

Review fit and accommodation

Supported by multiple studies

Bench angle, grip, torso technique, expertise and support conditions can influence acute mechanics, although some comparisons produce null results.

Explore measured task comparisons

Emerging product evidence

The Launch Pad changed selected acute measurements and produced different average performance gains in two controlled training trials.

Open the three Launch Pad studies

Requires direct testing

Injury reduction, universal superiority, clinical benefit and transfer of Launch Pad outcomes to Joint Ops or other equipment.

Match the claim to its required test

Educational content only. Ergonomic design does not by itself establish injury prevention, diagnosis or treatment. Athletes with persistent symptoms or postoperative restrictions should work with an appropriate licensed clinician.

References

  1. Karwowski W. (2005). Ergonomics and human factors: The paradigms for science, engineering, design, technology and management of human-compatible systems. Ergonomics, 48(5), 436–463. doi:10.1080/00140130400029167. ↩
  2. International Organization for Standardization. (2019). ISO 9241-210:2019—Ergonomics of human-system interaction: Human-centred design for interactive systems. Official standard record. ↩
  3. Garneau CJ, Parkinson MB. (2013). Considering just noticeable difference in assessments of physical accommodation for product design. Ergonomics, 56(11), 1777–1788. doi:10.1080/00140139.2013.838308. ↩
  4. Lauver JD, Cayot TE, Scheuermann BW. (2016). Influence of bench angle on upper extremity muscular activation during bench press exercise. European Journal of Sport Science, 16(3), 309–316. doi:10.1080/17461391.2015.1022605. ↩
  5. International Organization for Standardization. (2024). ISO 20957-1:2024—Stationary training equipment: Part 1, general safety requirements and test methods. Official standard record. ↩
  6. International Organization for Standardization. (2024). ISO 20957-2:2024—Stationary training equipment: Part 2, strength training equipment, additional specific safety requirements and test methods. Official standard record. ↩
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