The Warning Signs Were Always There. Nobody Was Watching for Them.

What does your safety dashboard actually tell you in time to act?

If you are like most safety directors, the honest answer is: not much. Your dashboard tells you what happened last quarter. It does not tell you what a worker’s body has been trying to say for weeks, long before it shows up as a claim on your desk.

That gap isn’t a tooling problem. I’ve seen where it actually starts, and it’s much earlier than most people think.

The System Built to Wait

As a physical therapist, I spent over two decades treating industrial workers with musculoskeletal injuries. There is something about that role that most people outside of healthcare never think about: physical therapists are almost always downstream of the injury.

A worker strains their back. They see a doctor first. Only if that doctor decides physical therapy is necessary does the worker make it to someone like me. In practice, that meant I would often never see a worker after a first back strain, and sometimes not after a second or third. By the time someone was sent to me, the issue had usually progressed to something more serious.

This is not a flaw in any one clinician’s judgment. It is how the system is built. Medicine, by and large, is designed to treat symptoms. Pain is a symptom. The actual problem, the movement dysfunction causing that pain, is rarely what gets addressed first, because the system is not built to look for it until something has already gone wrong.

Workplace safety data has the exact same structure. Lagging indicators measure the occurrence and frequency of events that already happened: OSHA recordables, total recordable incident rates, days away/restricted/transferred rates, workers’ compensation costs. These metrics are essential for compliance and benchmarking, but their limitation is that they are reactive and can lag months behind the actual exposure that caused them.

By the time a claim shows up on your dashboard, the failure that caused it did not happen that week. It happened weeks or months earlier, in a body that was already showing signs nobody was positioned to see.

The Signals That Come Long Before the Claim

Here is what almost never makes it into a safety report: the early signs of a developing movement problem are usually visible long before anything resembling an injury occurs.

Morning stiffness that takes longer to work out than it used to. Fatigue that shows up unevenly, one side of the body compensating for the other. A restricted range of motion in a shoulder or a hip that the worker has quietly adjusted around for months. Recovery between shifts that takes longer than it did a year ago, even though nothing “happened.”

None of these rise to the level of an incident. None of them generate a report. None of them show up on a TRIR calculation. And because nothing in a worker’s day asks them to notice these signals, name them, or act on them, they simply accumulate. By the time they surface as a claim, the underlying problem has often been building for a long time.

This is the part of the story that gets missed in most conversations about leading indicators. Leading indicators are proactive and preventive measures that can reveal potential problems in a safety program before they become incidents, and most of the conversation around them, understandably, focuses on what an employer or a safety team can track: training attendance, near-miss reporting, equipment maintenance schedules.

But there is a leading indicator that no one is positioned to track, because it does not live in a dashboard at all. It lives in the worker. And right now, nothing in most workplaces teaches a worker what their own body is telling them, or what to do about it.

Why No One Has Built This Yet

It would be easy to assume the fix here is better screening. Test workers for movement risk, flag the ones who score poorly, intervene early. Some occupational health programs already try this.

The evidence on that approach is genuinely mixed. Movement screening tools can describe risk factors meaningfully, but a systematic review of musculoskeletal injury risk factor screening tools found inconsistent evidence on whether using them to inform an intervention actually reduces injury, and at least one study found a common screening tool did not significantly predict future injury in a working population over a two-year period. Screening someone once a year and handing them a generic exercise sheet does not change what happens in their body the other 364 days.

The deeper problem is not the absence of a good screening tool. It is the absence of an ongoing relationship between a worker and their own body. Nothing currently positioned in the industrial workforce space teaches a worker to notice morning stiffness and understand what it might mean. Nothing teaches them a simple, repeatable way to address asymmetric fatigue before it becomes a guarded movement pattern, and then an injury. Movement health, in the way it actually needs to function for someone doing physically demanding work every day, does not exist yet in most workplaces. Not because the science is missing. Because nobody has built the daily, personal layer that makes that science usable by the person living in the body it concerns.

That is the gap. And it is upstream of anything a safety dashboard, however well designed, can see.

What Worker Empowerment Actually Looks Like

This is the position Work Resilience takes that is genuinely different from what exists in this space today: workers do not need to be managed. They need to be taught.

Specifically, they need three things, delivered together, not as separate wellness initiatives:

They need movement education that teaches them what their body is telling them, not just a list of stretches. Morning stiffness, restricted range of motion, and asymmetric fatigue are not random discomforts. They are signals with patterns, and once a worker understands what those patterns connect to in the specific job they do, those signals stop being background noise and start being information.

They need functional, job-specific activities that build movement preparation and recovery over time, not generic routines borrowed from a gym. A worker doing repetitive overhead lifting and a worker doing prolonged static standing are carrying different demands and need different preparation. Treating them the same is part of why generic programs fail to move outcomes.

And they need that movement education connected to mindset and nutrition, not delivered in isolation. A worker who understands their body but is depleted, stressed, or undernourished still will not recover well. The three are not separate wellness categories. They are one system, and a worker only gets the full benefit when all three are taught together, daily, in a way that fits into a shift, not a weekend seminar.

This is what we mean by upstream. Every existing approach to workforce movement health — employer wellness stipends, occasional ergonomics consults, annual screenings — sits closer to the injury than it should. By the time most programs engage a worker, the body has often already adapted around a problem. Work Resilience is built to engage the worker at the point of entry, before any of that compensation has had time to set in, by giving them the literacy and the daily practice to manage their own movement health continuously. No one else in this space is positioned this far upstream, because no one else has built the worker-facing education layer that makes upstream engagement possible.

What This Gives the Safety Director

None of this replaces the safety director’s dashboard. It feeds it something the dashboard could never generate on its own.

When workers are taught to notice and act on their own early signals, that behavior becomes visible as data, not just to the worker, but to the safety team responsible for them. A real-time dashboard built around this model shows engagement, not just outcomes: who is actively building movement literacy, who has gone quiet, and whose resilience score is trending in the wrong direction long before that trend becomes a claim.

This matters for a reason that often gets lost in the data conversation: time. A safety director managing a large blue and grey collar workforce cannot personally check in with every worker every week. A session completion feed and a zero-session alert list do that work automatically, surfacing exactly who needs a conversation instead of requiring someone to go looking for them. A resilience score trend turns “I have a feeling engagement is slipping” into a specific, defensible number, available the moment it changes rather than at the next audit.

That is the proof point. The worker-empowerment model is not just better for the worker. It is also the only way to generate a leading indicator that is actually early, because it starts at the one point in the system that has always been closest to the problem and furthest from the report: the worker’s own body, taught to speak up before anything goes wrong.

The Standard Workers Deserve

I spent years meeting workers only after their bodies had already lost the argument with their job. By the time they reached me, the conversation was about managing damage, not preventing it.

It does not have to work that way. The signals exist long before the injury does. They show up as stiffness, as fatigue, as a guarded movement that becomes a habit. Someone simply has to teach a worker to notice them, understand them, and act on them, consistently, as part of how they move through every single day.

That is not a dashboard feature. It is a different starting point entirely. And it is the one no one else in this industry has built.

Try it for yourself: www.work-resilience.com/TryIt

Sources

OSHA (2019). Using Leading Indicators to Improve Safety and Health Outcomes.

Krause Bell Group (2026). Leading vs Lagging Safety Indicators.

Roberts, R. et al. (2023). The Effectiveness of Workplace Musculoskeletal Injury Risk Factor Screening Tools for Reducing Injury: A Systematic Review. International Journal of Environmental Research and Public Health. DOI: 10.3390/ijerph20032762.

Supples, M.W. et al. (2022). Functional movement screen did not predict musculoskeletal injury among emergency medical services professionals. Work.

National Safety Council (2021–2026). MSD Solutions Lab.

Workers’ Compensation Research Institute. Early access to physical therapy and outcomes in lower back injury claims.

Work Resilience | Safety Data & Worker Empowerment | July 2026 | work-resilience.com

Why Industrial Workers Deserve the Same Science As Elite Athletes

After spending, 25 years at the intersection of movement science, physical therapy, and workforce health, I have watched elite athletes benefit from individualized, periodized, science-backed performance training programs — while the industrial workers doing some of the most physically demanding jobs in our economy receive a generic stretch routine, if anything at all.

That gap is not acceptable. And the science tells us it does not have to exist.

This article explores what the research shows about the difference between how we train elite athletes and how we approach workforce wellness — and makes the case for why industrial workers deserve an integrated, personalized approach to movement safety, mindset, and nutrition.

The Core Problem: One Size Fits No One

Elite athletic training is built on a foundational principle: the body performs best when the training is designed specifically for it. An NFL lineman and a marathon runner are both elite athletes — but their training programs look nothing alike. Both are personalized, periodized, and grounded in movement science applied to the specific demands of their sport.

Industrial workers face physical demands that are every bit as specific as a sport. A warehouse worker loading pallets stresses the posterior chain in a very different pattern than a construction worker overhead framing. A welder in a fixed position faces different musculoskeletal risks than a maintenance technician moving through multiple planes of motion across a shift.

Research published by Holtermann and colleagues in the FINALE program — a framework studying interventions across cleaners, healthcare workers, construction workers, and industrial employees — found that effective workplace interventions must be tailored to the specific physical demands, physical capacities, and health profiles of each job group (Holtermann et al., BMC Public Health, 2010). A mismatch between individual physical capacity and job demands was identified as a key driver of musculoskeletal disorders, poor work ability, and absenteeism.

Yet the most common movement program offered to industrial workers remains the same generic stretching routine handed to every shift, in every facility, regardless of job demands.

What Movement Science Actually Tells Us About Stretching

Static stretching — holding a stretch for 15 to 30 seconds before physical activity — has been the default movement preparation program in industrial workplaces for decades. The science has moved on significantly.

A systematic review by Behm, Blazevich, Kay, and McHugh published in Applied Physiology, Nutrition & Metabolism found that static stretching alone can temporarily reduce muscle strength and power output — precisely the physical qualities workers need most at the start of a demanding shift. The same review found that incorporating dynamic activity after stretching reduced this performance deficit and produced better joint range of motion outcomes (Behm et al., 2016).

A separate international expert consensus statement on stretching — assembled from a panel of 20 research specialists using Delphi methodology — concluded that stretching alone is not an all-encompassing injury prevention strategy, and that pre-activity dynamic activity is preferable to static holds for preparing the body for physical work (ScienceDirect, 2025).

Elite athletes have known this for years. Dynamic warm-up protocols that move the body through multiple planes of motion — sagittal (forward/backward), frontal (side-to-side), and transverse (rotational) — prepare the neuromuscular system for the demands ahead. They activate the muscles. They build temperature and blood flow. They prime the body for the specific movement patterns it will use.

Industrial workers need exactly that preparation — built around the specific movement patterns their job demands. Not a generic routine. A personalized one.

The Periodization Principle: Training That Builds Over Time

One of the most powerful tools in elite athletic training is periodization — the deliberate structuring of training loads, intensities, and recovery phases over time to build capacity progressively and avoid injury through overtraining.

Research is clear: periodized strength training programs produce significantly greater strength gains than non-periodized programs. A meta-analysis of periodization research confirmed this advantage across both trained and untrained individuals, in both sexes (Kraemer & Ratamess, NCBI, 2013). When participants also have some influence over the structure of their program — choosing the order or variation of sessions — adherence increases further (McNamara & Stearne, 2010).

A worker who is simply told to stretch before their shift has no progression. No building of capacity. No personalization to how their body is feeling that day. No deepening over time.

An industrial worker who receives a program that adapts to their engagement, adjusts to their job demands, and builds their resilience progressively over time — that worker becomes physically stronger, more capable, and more durable across their working life. That is the athlete model applied to the workforce.

The Missing Dimensions: Mindset and Nutrition

Elite athletes do not train movement alone. Mental performance and nutrition are treated as core components of the program — not optional add-ons.

Mindset and Resilience

Research on physical fitness and mental resilience consistently shows that individuals with higher fitness levels demonstrate better stress buffering — the ability to maintain wellbeing and performance under pressure. A study published in PLOS ONE found that physical fitness acts as a meaningful protective factor against the negative mental health consequences of stress (Gerber et al., PMC, 2022).

For industrial workers — who face physical demands, shift pressures, and occupational stress daily — building mindset resilience is not a wellness luxury. It is a performance necessity. Research on growth mindset indicates that individuals who believe they can improve through effort demonstrate greater persistence, resilience, and adaptability in physical and occupational settings (Dweck, applied to physical performance contexts).

Nutrition and Physical Resilience

Nutrition is the fuel behind physical performance. A cross-sectional study published in Scientific Reports found that both physical activity and nutritional awareness act as meaningful stress buffers — moderating the negative relationship between workplace stress and life satisfaction. Crucially, periods of high stress are also when nutritional choices tend to deteriorate, creating a compounding risk for physically demanding workers (Nature, Scientific Reports, 2024).

A separate study on diet and physical resilience found that adherence to nutritional guidance was linked to significantly higher odds of maintaining physical resilience over time — observed across 610 participants over more than three years (Center for Nutritional Psychology, 2024).

Elite sport has understood this for a long time. Athletes have access to dietitians, sports psychologists, and mental performance coaches because the science shows that movement training alone is not enough to build a resilient, high-performing body.

Industrial workers deserve the same integrated approach.

The Safety Team Dimension: Data That Drives Action

There is a final gap that no traditional stretch-and-flex program addresses: the absence of data.

Elite athletic programs are data driven. Athletes undergo regular performance testing. Coaches and trainers have real-time visibility into how the athlete is responding to training loads. Adjustments are made based on evidence.

Safety teams in industrial workplaces are accountable for workforce health outcomes — injury rates, absenteeism, productivity — but most have no real-time visibility into how their workforce is doing. They manage lagging indicators: claims after injuries occur, absenteeism data after people are already out.

A systematic review of workplace physical exercise training published in Sports Medicine found evidence that structured, trackable physical activity training at the workplace is effective in improving physical fitness and health outcomes — but emphasized the importance of understanding dose-response relationships and measuring outcomes to optimize programs (Prieske et al., Sports Medicine, 2019).

Safety teams need leading indicators — real-time visibility into participation, engagement, and workforce resilience — to make proactive decisions and demonstrate the value of what they are building.

What This Means in Practice

The science is clear. The gap between what elite athletes receive and what industrial workers receive is not inevitable — it is a design choice. And it is one we can change.

An industrial worker deserves:

—  A movement program built around their specific job demands and movement patterns

—  Dynamic preparation that primes the body for the demands of the shift ahead

—  Mindset tools that build mental resilience alongside physical resilience

—  Nutritional guidance that supports performance and recovery in real life

—  A program that builds and deepens over time — not one that stays the same regardless of engagement

And the safety teams responsible for their workforce deserve real data to know it is working.

That is the integrated approach Work Resilience was built to deliver. Not a wellness add-on. A personalized resilience platform — powered by the same science that builds athletes, applied to the people who build everything else.

Sources

Behm, D.G., Blazevich, A.J., Kay, A.D., & McHugh, M. (2016). Acute effects of muscle stretching on physical performance, range of motion, and injury incidence in healthy active individuals: a systematic review. Applied Physiology, Nutrition & Metabolism, 41(1), 1–11.

Gerber, M., et al. (2022). The impact of physical fitness on resilience to modern life stress and the mediating role of general self-efficacy. PLOS ONE / PMC.

Holtermann, A., et al. (2010). Worksite interventions for preventing physical deterioration among employees in job-groups with high physical work demands: Background, design and conceptual model of FINALE. BMC Public Health, 10, 120.

Kraemer, W.J. & Ratamess, N.A. (2013). Non-Linear Periodization for General Fitness & Athletes. NCBI / PMC.

Prieske, O., et al. (2019). Effects of Physical Exercise Training in the Workplace on Physical Fitness: A Systematic Review and Meta-analysis. Sports Medicine, 49(12), 1903–1921.

Scientific Reports (2024). Physical activity and nutrition in relation to resilience: a cross-sectional study. Nature / Scientific Reports.

ScienceDirect (2025). Practical recommendations on stretching exercise: A Delphi consensus statement of international research experts.

Center for Nutritional Psychology (2024). Diet, Resilience and Quality of Life Research Studies.

Work Resilience | work-resilience.com | © 2026