Welcome to reform fatigue. It’s the unofficial condition affecting everyone who has survived multiple rounds of legislative overhaul only to discover that the fundamental problems remain stubbornly intact.

I’ve watched this cycle repeat itself across decades and dozens of states. A crisis emerges, costs are too high, benefits are too low, employers are fleeing, workers are suffering. Task forces convene. Stakeholders testify. Legislators negotiate. Eventually, a massive reform bill passes with great fanfare. Everyone declares victory.

And then, a few years later, we do it all again. We reform the reforms of previous reformers.

Let’s not forget the definition of insanity…

There’s a reason the old quote about doing the same thing and expecting different results resonates so deeply in our industry. We have become remarkably skilled at reforming processes while leaving the underlying problems untouched.

We tinker with fee schedules. We adjust benefit formulas. We create new dispute resolution mechanisms. We mandate electronic filing. We restructure medical provider networks. We add layers of utilization review. We implement pharmaceutical formularies. We simplify process with hundreds of pages of new legislation and regulatory code.

These aren’t bad ideas. Many of them produce measurable improvements in specific areas. But they share a common limitation: they’re all designed to optimize a system that was built on assumptions about injured workers that may never have been accurate and certainly aren’t serving us well today.

We keep reforming the machinery while ignoring the people the machinery is supposed to serve.

Here’s what I’ve observed after watching reform efforts in state after state: the legislation that gets passed reflects the interests that show up at the table. Employers want lower costs. Insurers want predictability. Medical providers want fair reimbursement. Attorneys want access to the system. Each group advocates for changes that address their particular pain points.

You know who rarely has a seat at that table? Injured workers.

Oh, their interests are discussed. Their benefits are debated. Their experiences are referenced in testimony. But the actual human beings who wake up one morning as productive employees and go to bed that night as claimants navigating a system they never expected to encounter, their voices are largely absent from the rooms where reform gets written.

Is it any wonder that reform after reform fails to address what actually frustrates them?

When I talk with injured workers – and I’ve talked with many over the years – they rarely complain about the specific provisions of their state’s workers’ comp statute. They don’t express opinions on medical fee schedule conversion factors or the appropriate threshold for permanent partial disability ratings.

What they talk about is feeling lost. Feeling ignored. Feeling like a number in a system that nobody ever explained to them. Feeling suspected of fraud when they’re actually in pain. Feeling like getting better is somehow in conflict with getting compensated.

No reform bill I’ve ever seen has included a provision requiring the system to treat people like human beings. Apparently, that’s not something you can legislate.

I’m not suggesting that legislative reform is pointless. There are genuine structural problems in workers’ compensation that require statutory fixes. Benefit adequacy, cost containment, dispute resolution, these are legitimate areas where law and regulation play essential roles.

But we’ve reached a point of diminishing returns on process reform. We’ve optimized the system to within an inch of its life. We’ve added technology, removed friction, streamlined procedures, and automated decisions. By almost any operational measure, workers’ compensation has never been more efficient.

And yet.

Injured workers still report feeling dehumanized by the process. Employers still view comp as a necessary evil rather than a safety net that protects both them and their workforce. Adjusters still burn out under impossible caseloads. Medical providers still complain about administrative burden. Attorneys still find plenty of dissatisfied clients to represent.

Efficiency isn’t the same as effectiveness. Processing claims faster doesn’t mean we’re processing them better.

This is where I think the conversation needs to shift. The next wave of meaningful change in workers’ compensation isn’t going to come from a 500-page reform bill. It’s going to come from a fundamental reconsideration of what we’re actually trying to accomplish.

Are we trying to minimize costs? Process claims? Adjudicate disputes? Or are we trying to help injured workers recover and return to productive lives?

The answer should be obvious, but our systems don’t reflect it. We’ve built an industry around managing claims rather than helping people. And until we address that foundational disconnect, no amount of legislative tinkering is going to solve what ails us.

Real advocacy in workers’ compensation means advocating for a different set of priorities. It means pushing for outcomes that matter to human beings, timely medical care, clear communication, dignity throughout the process, support for return to work; rather than outcomes that matter to spreadsheets.

It means training adjusters to be advocates for recovery rather than processors of paperwork. It means educating employers about their role in supporting injured workers rather than just their obligations under the statute. It means building cultures within organizations that value the human outcomes as much as the financial ones.

None of this requires new legislation. It requires new thinking.

I’ll be honest: I’m skeptical that the next round of reform will be any different from the last dozen. The same interests will show up at the same tables and advocate for the same incremental adjustments. Some costs will shift. Some processes will change. And the fundamental experience of being an injured worker in America will remain largely the same.

But I’m not without hope.

What gives me hope is the growing recognition, among adjusters, employers, carriers, and even some regulators, that we’ve been optimizing for the wrong things. The conversations I’m having today are different from the ones I was having a decade ago. More people are asking the right questions. More organizations are willing to experiment with approaches that prioritize the human element.

The change won’t come from a state capitol. It will come from claims departments that decide to answer phones differently. From employers who support injured workers rather than suspecting them. From adjusters who see their role as helping people rather than managing files. From an industry that finally recognizes that injured workers aren’t the problem to be managed, they’re the reason we exist.

That’s the reform that matters. And unlike legislation, it doesn’t require a single vote.

The workers’ compensation industry doesn’t need another reform bill. It needs a reformation, a fundamental shift in how we think about the people we serve. If you’re ready to be part of that conversation, I invite you to connect with us at WorkCompCollege.com and explore the community we’re building around a different vision for this industry.

I’ve spent decades in this industry, and we’ve seen this transformation happen many times. It’s not malicious. It’s not even intentional. It’s simply what happens when we build systems designed to process volume rather than serve people.

The workers’ compensation system has become remarkably efficient at processing claims. We’ve developed sophisticated algorithms for reserving, automated systems for bill review, and streamlined processes for everything from initial intake to settlement negotiations. From a purely operational standpoint, we’ve never been better at moving paper.

The problem is that injured workers aren’t paper.

When I wrote Thank You For Holding: Your Injury Is Important To Us, I wasn’t trying to indict the entire industry. I was trying to hold up a mirror. The title itself came from countless hours spent listening to injured workers describe their experiences with the system, the endless hold times, the form letters, the feeling of being processed rather than helped. That automated message we’ve all heard a thousand times; “Your call is important to us,” has become the unintentional motto of an industry that has forgotten how to demonstrate that importance through action.

Here’s what the data consistently shows us, and what common sense should have told us all along: when injured workers feel like they’re being treated as human beings rather than claim numbers, outcomes improve. Across the board.

Workers who feel heard and respected return to work faster. They’re less likely to hire attorneys. They report higher satisfaction with medical care. They’re more likely to comply with treatment protocols. Their claims close sooner and cost less.

This isn’t soft science or wishful thinking. This is what happens when you treat people like people.

The inverse is equally true. When injured workers feel ignored, dismissed, or processed, they dig in. They become adversarial. They seek legal representation not because they need it, but because they feel they need protection. What could have been a straightforward claim becomes a contested battleground, with costs multiplying at every turn.

We’ve created a system that often generates the very friction it then struggles to overcome.

For years now, we’ve been talking about the biopsychosocial model of injury and recovery. The concept is simple: a person’s recovery from a workplace injury isn’t determined solely by the physical nature of the injury itself. Psychological and social factors play enormous roles, stress, fear, financial anxiety, relationships with supervisors, perceptions of fairness.

An injured worker who believes their employer cares about them, who trusts that the system will treat them fairly, who feels supported rather than surveilled, that worker heals differently than one who feels abandoned, suspected, or processed.

We know this. The research is overwhelming. And yet our systems continue to be designed as though injuries happen to bodies rather than to people.

The good news is that restoring humanity to workers’ compensation doesn’t require burning down the existing system and starting over. Often, it requires remarkably small changes that yield disproportionate results.

A phone call instead of a form letter. Using someone’s name instead of their claim number. Asking “How are you doing?” before asking for documentation. Explaining the next steps rather than just processing them. Following up to ensure someone understood their benefits rather than assuming they did.

These aren’t revolutionary concepts. They’re basic human courtesies that have somehow become casualties of our drive for efficiency.

I’ve talked with adjusters who tell me they want to provide this kind of personal attention but feel crushed by caseload expectations. I’ve heard from managers who say they’d love to emphasize humanity but are measured solely on cycle times and closure rates. I’ve sat with executives who genuinely care about injured workers but have built organizations that inadvertently do the opposite. I’ve chatted with regulators that recognize the issue, but are saddled with legislative guidelines that were created with process in mind rather than outcomes.

The system didn’t become impersonal because bad people designed it. It became impersonal because we optimized for the wrong things.

This is why, for more than a decade now, I’ve been advocating for a shift in how we think about what we do. We don’t just compensate workers for their injuries. We help them recover; physically, financially, and psychologically – from events that have disrupted their lives.

The difference isn’t semantic. It’s foundational.

When our goal is compensation, we focus on processing the claim correctly and closing the file. When our goal is recovery, we focus on helping a human being return to wholeness. The processes may look similar on the surface, but the outcomes differ dramatically.

Workers’ Recovery isn’t a new program or a branded initiative. It’s a philosophy, a reminder that behind every claim number is a person with fears and hopes, a family depending on them, a life that has been disrupted by something they didn’t choose.

I’m not naive. I understand the pressures facing adjusters, employers, and carriers. I know that caseloads are high, margins are thin, and everyone is being asked to do more with less. Telling people to “just be more human” isn’t a strategy.

But I also know that the current approach isn’t working as well as it should. We’re spending enormous resources on litigation that wouldn’t exist if people felt heard. We’re extending claim durations through adversarial relationships that could have been prevented with early communication. We’re paying for problems we created.

Restoring the human element isn’t just the right thing to do, it’s the smart thing to do. It’s how we reduce friction, improve outcomes, and build a system that actually serves its intended purpose.

It starts with recognizing that every claim number has a name. Every file has a face. Every injured worker is someone who woke up that morning expecting to come home at the end of their shift the same way they left.

They deserve better than “Thank you for holding.”

Shameless plug: If this message resonates with you, I invite you to explore WorkersRecovery.com and join the conversation around workers’ compensation 2.0. We’re building something different – and we’d love to have you be part of it.

Thank You For Holding: Your Injury Is Important To Us blends humor and hard truth to make the case that America’s century-old workplace injury system must stop managing claims and start restoring lives.

LAKEWOOD RANCH, FL — Bob Wilson, President and co-founder of WorkCompCollege.com and one of the most recognized voices in the workers’ compensation industry, today announced the publication of his first book, Thank You For Holding: Your Injury Is Important To Us — A Lightheartedly Serious Look at Workers’ Compensation Reform. The book is available April 1, 2026 at WorkersRecovery.com, WorkCompCollege.com, and through major print and digital retailers.

More than a decade in the making, Thank You For Holding is both an unflinching examination of a system that processes more than 7,000 newly injured American workers every day and a detailed proposal for transforming it. Wilson argues that the workers’ compensation system—born from the “Grand Bargain” over a century ago—has evolved into an overly complex bureaucratic apparatus that competently manages claims but too often fails at its original purpose: helping injured people get better and get back to living.

At the heart of the book is a deceptively simple proposition: rename and reframe the system as “Workers’ Recovery.” Wilson contends that words shape how systems behave, and that a name change would signal a fundamental shift in priorities—from processing paperwork to restoring lives, from counting costs to counting recoveries, and from managing claims to supporting the human beings at the center of them.

The book’s ironic title and lighthearted tone are deliberate. Wilson, whose blog From Bob’s Cluttered Desk has been recognized as a top workers’ compensation publication by LexisNexis, deploys humor as a rhetorical strategy—not decoration. “Sometimes the most effective way to expose a problem is to make people laugh at the absurdity of it,” Wilson writes. “But behind the jokes, there’s a serious argument.”

Across thirteen chapters, the book follows an injured worker from the moment of injury through the paperwork avalanche, the employer shuffle, the insurance labyrinth, the medical merry-go-round, and the often-clumsy return to work. It then pivots to solutions—outlining how improved communication, better expectations, streamlined procedures, and a philosophical commitment to recovery over process can produce better outcomes for every stakeholder.

The foreword is written by Abbie Hudgens, the former Administrator of the Tennessee Bureau of Workers’ Compensation, past president of the International Association of Industrial Accident Boards and Commissions (IAIABC), and a nationally recognized leader in workers’ compensation reform. Under Hudgens’ leadership, Tennessee implemented what has been widely regarded as one of the most effective state-level reform efforts in the history of the program.

The intellectual foundation for the book traces to a 2015 point-counterpoint exercise published in the IAIABC Journal, in which Wilson authored “The Case for Workers’ Recovery” opposite Dr. John F. Burton Jr., one of the nation’s foremost scholars on workers’ compensation. That exercise forced Wilson to coalesce what had been a loosely defined concept into a structured, detailed proposal—one that has since been refined through over 200 conference presentations and more than a decade of industry engagement.

“Workers’ Recovery is not a call for revolution,” Wilson says. “It is a proposal for evolution. Same foundational principles. Same Grand Bargain. But upgraded for the 21st century, with the focus placed squarely where it belongs: on helping injured workers get better and get back to living.”

A companion website at WorkersRecovery.com provides an overview of the book’s framework and serves as a resource for industry professionals, employers, legislators, and anyone interested in the future of workers’ compensation.

Thank You For Holding: Your Injury Is Important To Us — A Lightheartedly Serious Look at Workers’ Compensation Reform is the first publication to be released by the WorkCompCollege.com Press. It will be available in print and digital formats beginning April 1, 2026 at WorkersRecovery.com, WorkCompCollege.com, and through major retailers including Amazon, Barnes & Noble, and other booksellers.

# # #

About the Author

Bob Wilson is the President and co-founder of WorkCompCollege.com and the author of the widely read industry blog From Bob’s Cluttered Desk (bobscluttereddesk.com). Named one of the “50 Most Influential People in the Workers’ Compensation Industry” by the SEAK Occupational Medicine Conference, Wilson brings decades of experience spanning restaurant and hospitality management, human resources, technical recruiting, and technology development to his advocacy for system reform. He has presented the Workers’ Recovery concept at more than 200 industry conferences. He is a graduate of Fort Lewis College in Durango, Colorado, and resides with his wife in Bradenton, Florida.

And, of course, how that reality affects workers’ compensation. 

Let’s approach it this way. If you think you are a stupid person, would you please raise your hand?

I am willing to bet that no one reading this actually responded affirmatively to that request, so, for the purposes of this discussion we will say that there are no stupid people reading this article. There is a possibility, of course, that someone who is stupid may not have the intellectual capacity to recognize the condition, but for now we will maintain the “no stupid reader” premise. 

Next, I would ask, “Who can think of at least one stupid thing that they have done in the course of their lifetime? Please raise your hand.”

Virtually everyone reading this article should have raised their hand, or at least envisioned themselves raising their hand, to that one. Some may not have raised their hand because doing so in their cubicle, home office, or sitting in their jammies in bed, might have made them feel, well, stupid. If you simply failed to respond because you don’t think you’ve ever done at least one stupid thing, I would refer you to the first question. You got the answer to that one wrong, and our “all readers are not stupid” theory is shot to hell.

Finally, I would ask, “Have you done something stupid today? Please raise your hand.” 

Before you respond to that one, I would remind you that you have taken several minutes out of your preciously short day to read this article, so answer carefully.

The bottom line is that most of the people reading this article are of normal intelligence. Yet the fact remains that we all have at one or more points in our lives done something stupid. People with average intelligence can do stupid things. Highly intelligent people can do stupid things. And stupid people truly excel in the category. It is the one area where they can absolutely claim dominance. Stupidity can at times be ubiquitous, in that no one can permanently escape its clutches. 

For instance, Captain Smith of Titanic fame may have said, “THAT Iceberg? I thought you were talking about lettuce.” 

Or we might have had Napoleon Bonaparte, on his march to Moscow: “Russia in winter? How bad could it be? I didn’t even pack a coat — we’ll be home by Tuesday.”

General Custer at Little Bighorn: “Outnumbered? Pfft. I counted, and there’s like… twelve of them. Tops.”

Thomas Edison’s accountant: “You’re spending HOW MUCH on a light bulb? Just buy candles, Tom.”

The engineer on the Hindenburg: “Hydrogen, helium — they both start with ‘H.’ What’s the difference?”

King George III, circa 1775: “Let them have their little tea party. They’ll calm down by spring.”

And Dr. Frankenstein, at his IME: “The claimant says he can’t return to work, but I literally WATCHED him get off the table and walk.”

Yes, stupid can at times touch each and every one of us. And thank God for that little fact.

People toiling in workers’ compensation should learn to appreciate and celebrate the existence of stupidity. Quite frankly, if it wasn’t for stupidity, many of us might not have a job. 

Again, we are not saying injured workers are stupid. Instead, some of them may be people of extraordinary intellect who for the briefest of moments made a stupid decision. The forklift driver who was texting while driving and literally cut a coworker in half. The truck driver watching porn on his iPad and drove off the road. Or the employee repairing a broken viewer on a camera, and when testing the not yet dry repair found he had glued the camera to his eye. The guy in Montana who got high and then tried to feed bears in an enclosure. Yeah, that ended well. That last one might just have been a dumbass.

Not all accidents are the result of stupidity. Some are just freak happenstance, or the result of unavoidable events such as equipment failure or the momentary distraction. Yet other accidents may be the direct result of stupidity, but not of the injured worker. Sometimes stupid decisions or actions made by supervisors, coworkers, or customers are the cause behind a workplace injury to an innocent person otherwise intelligently toiling along. 

It doesn’t really matter what the source is. The important point is that stupidity is a major force driving our little corner of the economy. We should embrace and applaud it for what it is. To not do so would be, quite frankly, well, stupid. 

I am reminded in closing of the words of Governor William J. Le Petomane, in the movie Blazing Saddles, which in itself was a brilliant tribute to bigotry and stupidity. He said, “Gentlemen, we have to protect our phony baloney jobs.”

Do you have a workplace injury story that can be directly attributed to stupidity? Share it in the comment section below! Please, no personally identifiable information, and keep it clean. But sharing these stories may help in the development of an entirely new type of conference presentation. And how stupid is that?

For the past several months, I’ve been working on something I’ve wanted to write for quite some time—a book about an idea I’ve been championing since the early-2010s.

On April 1st, that book will be released.

It’s called Thank You For Holding: Your Injury Is Important To Us — A Lightheartedly Serious Look at Workers’ Compensation Reform.

And yes, I’m aware of the date. No, it’s not a joke.

An Idea Nearly Twenty Years in the Making

In the early-2010s, I started advocating for something that seemed simple but felt revolutionary: we should stop calling our industry “workers’ compensation” and start calling it “Workers’ Recovery.”

The reasoning was straightforward. Language shapes how systems behave. A system called “compensation” focuses on paying claims. A system called “Workers’ Recovery” would focus on restoring people’s lives.

It wasn’t just wordplay. It was a fundamental reframe of what we’re actually trying to accomplish when someone gets hurt at work.

Nearly two decades later, that idea has gained real traction. We’re seeing more focus on biopsychosocial approaches to injury management. More discussion of claim advocacy and social determinants of health. More recognition that injured workers are whole people with lives, not just claim files with injury codes.

We’ve even built certification programs at WorkCompCollege.com around Workers’ Recovery principles, with hundreds of people now trained in this approach.

Progress is happening. But we haven’t finished the job.

This book is my attempt to take the Workers’ Recovery concept from advocacy to action—to show not just why we should make this change, but how we can actually do it.

What Workers’ Recovery Means

At its core, Workers’ Recovery is about a simple shift in priorities.

Instead of asking “How much does this injury cost?” we ask “How do we help this person get better?”

Instead of treating injured workers as problems to be managed, we treat them as people to be supported.

Instead of building systems around efficiency and cost containment, we build them around healing and restoration.

The remarkable thing is: when you make that shift, the outcomes improve. Not just for injured workers—for everyone. Better recovery rates. Faster return to work. Lower long-term costs. Healthier workplace cultures. More engaged employees.

Doing the right thing turns out to also be the smart thing.

We don’t need to choose between compassion and practicality. We don’t need to sacrifice injured workers’ wellbeing for the sake of system efficiency. We can have both—but only if we’re willing to rethink what success actually looks like.

What the Book Covers

Thank You For Holding walks through what Workers’ Recovery looks like in practice.

It follows the injured worker’s journey—from the moment of injury through the reporting process, medical treatment, employer response, insurance management, and eventual return to work. At each stage, it asks: what would this look like in a system built around recovery rather than compensation?

Some of the answers are obvious. Some are surprising. All of them are achievable.

The book also addresses the practical questions: How do we measure success differently? How do we train people to think recovery-first? How do we align incentives so that everyone benefits from better outcomes? How do we get from where we are to where we should be?

These aren’t hypothetical questions. They’re the questions I’ve been working through for nearly twenty years of advocating for this change.

Why Now

The timing feels right for several reasons.

First, the workers’ compensation industry is more open to reform than it’s been in decades. The pandemic forced everyone to rethink how we work, how we support employees, and what really matters. Mental health has moved from taboo to priority. Remote work has challenged assumptions about what’s possible. We’re in a moment where fundamental change doesn’t seem radical—it seems necessary.

Second, we’re seeing the next generation of claims professionals, medical providers, and workplace safety specialists entering the field. They’re not invested in defending the status quo. They want to build something better. This book is for them.

Third, the data is increasingly clear: the old approach isn’t working as well as we need it to. We can do better. More importantly, we know how to do better. We just need to commit to actually doing it.

And finally, after nearly two decades of talking about Workers’ Recovery in blog posts, presentations, and conversations, it felt like time to put it all in one place—to make the complete case for why this matters and how we make it happen.

Who Should Read It

I wrote this book for several audiences:

For people new to workers’ compensation: An introduction to what the system could be, rather than just what it is. A vision of possibility rather than resignation.

For experienced professionals in the field: A challenge to think differently about work we’ve been doing the same way for years. Not because we’re doing it wrong, but because we can do it better.

For injured workers and their families: An explanation of what recovery-focused care looks like and why you should expect it—not as a luxury, but as a baseline standard.

For employers: A roadmap for building workplace injury programs that actually support recovery while also protecting the bottom line. These goals aren’t in conflict.

For anyone interested in how systems can be redesigned around human wellbeing: Workers’ compensation is just one system, but the principles apply broadly. How do we build systems that serve people instead of just processing them?

The Lighthearted Part

The subtitle promises “A Lightheartedly Serious Look” at reform, and that’s deliberate.

I could have written a dense policy analysis. I could have made it academic and austere. But I’m not that smart. And that’s not how you create change. That’s how you write books that gather dust.

Instead, I wrote it the way I write this blog—accessible, occasionally funny, genuinely optimistic about what’s possible when we decide to do things differently.

Because Workers’ Recovery isn’t a grim duty or a painful sacrifice. It’s actually the more hopeful path. It’s the version of this work where we get to help people heal instead of just managing their claims. Where we build systems that work with human nature instead of against it. Where we can look at what we do and feel good about it.

That’s worth being optimistic about.

What Happens Next

Thank You For Holding: Your Injury Is Important To Us releases on April 1st. It will be available through a companion site set up to promote the Recovery concept, https://WorkersRecovery.com. It will also be available through WorkCompCollege.com, as well as major booksellers in both print and digital formats.

I’ll share ordering information as we get closer to the release date. In the meantime, I wanted you to know where I’ve been and what I’ve been working on.

I also wanted to say thank you—to everyone who’s been reading this blog over the years, everyone who’s engaged with the Workers’ Recovery concept, everyone who’s told me “this makes sense” or “we should try this” or even “I’m not sure this will work but I’m willing to listen.”

I also want to thank Former Tennessee Administrator Abbie Hudgens, both for her editing input and agreeing to write the Foreword for the book.

This book exists because enough people believed the idea was worth pursuing. Now we get to see if we can turn that idea into real, lasting change.

I hope you’ll read it. I hope you’ll share it with someone who might benefit from thinking about workplace injury differently. And I hope you’ll join me in building something better than what we have now.

Because Workers’ Recovery isn’t just a rebrand. It’s a commitment to putting injured workers’ healing at the center of everything we do.

That’s the system we should have built from the beginning.

It’s not too late to build it now.

Bogdan Savych, Senior Policy Analyst at WCRI, presented the institute’s forthcoming study on the impact of hospital closures on the workers’ compensation system at the 2026 WCRI Issues and Research Conference last week. The study, co-authored with Olesya Fomenko, examined multiple dimensions of the closure question — travel distances, service utilization patterns, care settings, medical costs, and disability duration — across both urban and rural areas nationwide.

The headline finding was a split verdict. Hospital closures unquestionably increase the burden on injured workers in rural areas, who must travel significantly farther to receive care. But that added distance does not appear to translate, on average, into higher medical costs or longer periods of temporary disability — a result that surprised even the researcher presenting it.

Savych opened by grounding the research in a concrete scenario: a worker in a rural community suffers a fracture. The nearest hospital has closed. Instead of driving 10 miles to an emergency room, the worker now drives 15. The surgeon isn’t at that facility either, so the worker travels another 30 miles for surgery, then returns home for recovery and drives 15 miles for physical therapy. Multiply that story across the country, and the scope of the problem becomes clear. Nearly every state has communities affected by hospital closures, and roughly half of all closures occur in rural areas.

The study’s methodology compared workers whose nearest hospital closed against a control group whose three closest hospitals all remained open, controlling for worker characteristics, injury types, and location factors to isolate the effect of the closure itself.

In urban areas, closures had minimal impact on travel distances. When you live in a city like Boston, Savych noted, losing one hospital still leaves several others within a short drive. But in rural areas, the effect was substantial — an average increase of about five miles to the nearest emergency room. That may sound modest, but it compounds on top of already longer rural baselines. Workers needing specialty care such as surgery, neurological testing, or pain management injections were already traveling more than 30 miles on average, and for the 10 percent with the longest trips, more than 60 miles. Hospital closures add to distances that are already significant.

Regional variation matters too. In the Northeast and Midwest, the baseline distance to emergency services runs about eight miles. In the West, it’s nearly 15. Closures add four to six miles across all regions, but the practical impact hits hardest where distances are already longest.

The more interesting story, and the one most relevant to workers’ comp stakeholders, is what happens to the pattern of care after a closure. Savych presented evidence that rural workers don’t simply go without treatment. Instead, care shifts out of hospital settings and into alternatives — physician offices, urgent care centers, ambulatory surgical centers, and outpatient facilities.

Before any closures, roughly one in three rural workers received emergency room services on the day of injury, compared to one in five in urban areas. That baseline gap exists partly because rural areas have fewer specialists and emergency rooms often serve as the provider of last resort. After a closure, emergency room utilization in rural areas dropped from about 30 percent to 27 percent. In areas where the hospital closed entirely — with no services retained at the location — the rate fell further, to about 24 percent. And where the nearest remaining hospital was more than 20 additional miles away, only 17 percent of workers received hospital-based emergency care on the day of injury.

But that care didn’t simply vanish. The study found increases in evaluation and management office visits, physical medicine services, and even major surgeries performed outside hospital settings. Workers who would have gone to a hospital emergency department were instead showing up at physician offices and outpatient facilities. Physical therapy, previously delivered in hospital-based settings, shifted to community-based providers, and workers actually received slightly more PT visits in those non-hospital settings.

This is where the findings defied expectations. Savych acknowledged that he had personally expected to find cost increases — and polled the audience, most of whom raised their hands predicting the same. But the data told a different story.

Across the full range of measures — total medical costs, indemnity benefits, and duration of temporary disability — the study found no statistically significant effects from hospital closures. The changes were small and inconsistent, offering no strong evidence that closures drive up costs or extend time away from work.

The likely explanation is what Savych described as a “setting effect.” When care migrates out of hospitals and into outpatient and office-based settings, the per-service cost tends to be lower. Hospital-based care carries higher facility fees, and when workers receive equivalent services in less expensive settings, the cost differential can offset the friction created by longer travel distances and the slightly increased utilization of services like physical therapy. The net result, at least on average, is roughly a wash.

Similarly, return-to-work timelines showed no meaningful change. Savych said this finding surprised him, but attributed it to the fact that workers were still accessing the care they needed — just in different places and sometimes with longer drives to get there. The care itself wasn’t being foregone; it was being rerouted.

For injured workers, the clearest takeaway is that hospital closures make accessing care harder and less convenient, particularly in rural communities where distances are already long. The burden falls on the worker to find alternatives, navigate unfamiliar facilities, and absorb the time and cost of additional travel. But the evidence suggests that workers are, by and large, still getting treated.

For employers in rural areas, the findings reinforce what many already know: finding providers for injured workers is a challenge that hospital closures only intensify. Savych shared an anecdote about his wife’s first job out of college, which involved personally driving an injured worker 40 miles to physical therapy appointments because that was the only available provider. Employers are already problem-solving around access gaps, and closures will push more of them toward solutions like telemedicine, partnerships with urgent care clinics, or outreach to ambulatory surgical centers.

For the workers’ compensation system more broadly, the cost neutrality finding is notable but comes with caveats. These are average effects. Individual cases in areas with severe access constraints — where the nearest hospital is now 20 or more additional miles away — may look very different. And the study examined closures that have already occurred; the pipeline of potential future closures, particularly if Medicaid coverage contracts as Dr. Benjamin Sommers warned in his keynote address earlier in the day, could produce closures in communities with even fewer fallback options.

During the Q&A, audience members raised questions about regional variation, telehealth adoption, and whether new providers are entering markets left vacant by closures. Savych noted that regional differences in the core findings were modest — workers in the West are accustomed to longer drives, and an extra four to six miles doesn’t change behavior as much as one might expect. On telehealth, he acknowledged the study hadn’t examined it directly but flagged it as a priority for future research. And on new market entrants, he pointed to a broader trend of nurse practitioners and physician assistants filling gaps previously staffed by physicians, though he cautioned that whether a given rural area can financially sustain a new provider depends heavily on the insurance coverage of its population — a factor now under considerable pressure.

The research arrives at a moment when the conversation about rural healthcare access is intensifying. With Medicaid work requirements set to take effect later this year and enhanced marketplace subsidies already expired, the financial foundation supporting rural hospitals and the communities they serve is shifting. WCRI’s findings suggest the workers’ comp system has, so far, absorbed hospital closures without dramatic cost consequences — but the next wave of closures, driven by coverage losses rather than the market dynamics of the past decade, may test that resilience in ways the data hasn’t yet captured.

Following his opening keynote at the 2026 Workers’ Compensation Research Institute Issues and Research Conference, Harvard health economist Dr. Benjamin Sommers sat down with WCRI CEO Ramona Tanabe for an extended Q&A session that drew pointed questions from the audience. If his keynote laid out the landscape of what’s changing in American health coverage, the discussion that followed explored the practical consequences — for states, for hospitals, for workers’ comp carriers, and for the patients caught in between.

A Stealth Partial Repeal, Not an Outright One

Tanabe opened by asking Sommers where he sees the coverage landscape heading over the next several years. His answer was measured but direct. Sommers noted that when Republicans controlled Congress in 2017, full repeal of the Affordable Care Act came within a single Senate vote — the famous thumbs-down from the late Senator John McCain. This time around, nobody has seriously proposed full repeal. The ACA, he observed, has grown more popular over the past decade, making outright elimination politically untenable.

What the One Big Beautiful Bill Act represents instead, Sommers argued, is a quieter undermining of the law’s coverage gains. Work requirements don’t repeal the Medicaid expansion, but they erode it. The subsidy expiration doesn’t eliminate the marketplaces, but it prices millions of people out. As he described in his keynote, roughly 40 million Americans gained coverage through ACA-related programs at the peak. Sommers now expects the country to “backslide” by 5 to 6 million on the Medicaid side through work requirements and another 3 to 4 million through the marketplace subsidy loss — landing somewhere between the pre-ACA world and the historic coverage highs of 2023.

“Some would call this a stealth partial repeal,” Sommers said. “I think that’s a fair reading of it.”

Arkansas Was Supposed to Be the Cautionary Tale — It May Be the Best-Case Scenario

When Tanabe pressed on the evidence base behind work requirements, Sommers expanded considerably on the Arkansas data he had presented in his keynote. Arkansas remains the only state that fully implemented a Medicaid work requirement, and the results were sobering: 18,000 people disenrolled, uninsured rates climbed, and employment didn’t budge. But Sommers revealed that two other states offer corroborating evidence, even though their programs never fully launched.

New Hampshire, he explained, had received federal approval and built out its verification infrastructure. State officials were confident they could avoid Arkansas’s mistakes. But when they examined their own numbers just before beginning to remove noncompliant enrollees, they discovered they were performing just as poorly — large numbers of likely-eligible people hadn’t completed the paperwork. New Hampshire hit pause rather than proceed.

Georgia took a different approach, pairing a partial Medicaid expansion with work requirements as a front-door condition. The state initially projected 100,000 enrollees in the first year, later revised that down to 30,000, and ultimately enrolled fewer than 5,000 — a fraction of the estimated 300,000 to 400,000 people who could have qualified under a standard expansion. Interviews on the ground told the same story: people didn’t understand the rules and couldn’t navigate the system.

Perhaps most striking was Sommers’ reassessment of what the Arkansas experience actually tells us. He had long described it as a cautionary tale, but the more he examined it, the more he came to believe Arkansas may represent something closer to a best-case scenario. Arkansas had relatively strong data systems — it could cross-reference Medicaid rolls with SNAP enrollment and medical frailty designations to automatically exempt many beneficiaries. Many other states lack those capabilities. The people who lost coverage in Arkansas were disproportionately those the state couldn’t automatically verify, and even then, more than half of them were removed. States with weaker data infrastructure, Sommers warned, could see significantly worse outcomes.

The Two Big Misunderstandings

Asked what the public most misunderstands about work requirements, Sommers identified two things. The first is the assumption that Medicaid is full of able-bodied adults choosing not to work. The data show otherwise: roughly 40 percent of the affected population is already employed, another large share has health-related limitations, and only about 3 to 5 percent are neither working nor exempt for an obvious reason. The policy targets that narrow sliver while imposing paperwork burdens on everyone else.

The second misunderstanding is more subtle. Many of the legislators who voted for the One Big Beautiful Bill Act, Sommers said, told him they supported the concept but wanted to make sure vulnerable populations — people with disabilities, those in treatment for substance use disorders, pregnant women — would be protected through exemptions. The problem is that writing exemptions into law doesn’t mean they function in practice. The pandemic unwinding and the Arkansas experience both demonstrated that eligible people lose coverage in large numbers when they can’t navigate administrative processes, regardless of what the statute says should happen.

He predicted that by 2027, media coverage of real people losing Medicaid despite qualifying for exemptions will force policymakers to revisit the issue. Public support for work requirements drops sharply, he noted, when people learn that eligible individuals are losing coverage as a side effect.

Workers’ Comp as a “Soft Target”

The most direct workers’ compensation connection came from an audience member — Joe Paduda of Health Strategy Associates — who framed the issue bluntly. With workers’ comp representing just 0.74 percent of total U.S. medical spending, roughly $31 billion, and with hospitals deploying increasingly sophisticated revenue cycle management tools, Paduda argued that workers’ comp is “uniquely incapable of fighting back” and represents a soft target for providers seeking to maximize reimbursement as other coverage sources shrink.

Sommers agreed, drawing an important distinction. The traditional cost-shifting hypothesis — that hospitals simply raise prices on private insurers when public coverage shrinks — doesn’t hold up well in the economics literature. Hospitals generally negotiate the highest rates they can regardless of their payer mix. But claim shifting to workers’ comp is a different matter entirely. When a worker loses Medicaid and faces a gray-area injury that could plausibly be filed under either program, the incentive to route it through comp becomes much stronger. That dynamic, as Sommers documented in his keynote, has been consistently observed in the research: coverage expansions reduce comp claims, and coverage contractions increase them.

The Cost of Running Work Requirements

Paduda also raised the question of implementation costs — how much states actually spend to administer work requirement programs versus what they save by covering fewer people. Sommers acknowledged that covering fewer people does reduce spending, but described the administrative overhead as substantial and largely unrelated to healthcare delivery. Georgia, he noted, spent hundreds of millions of dollars building eligibility verification infrastructure that enrolled only a few thousand people. The federal government has set aside implementation funds for states under the new law, but Sommers said preliminary estimates suggest it falls well short of what will be needed. States will face a painful choice: implement the program poorly and watch eligible people lose coverage, or divert already-strained budgets toward administrative compliance.

Rural Hospitals, the Data Gap, and International Context

Several other questions rounded out the session. On rural hospitals, Sommers noted that while the Rural Hospital Transformation Program created under the new legislation will provide some financial relief, its formula distributes funds relatively evenly across states rather than targeting the expansion states where coverage losses will be most concentrated. Preliminary analyses suggest the program won’t offset the revenue losses hospitals will face from newly uninsured patients. He pointed out that rural hospital closures over the past decade have already been disproportionately concentrated in non-expansion states, and expansion states may now begin experiencing similar financial stress.

On data collection, Sommers made an impassioned case for robust federal monitoring of work requirement implementation. During the pandemic unwinding, the Centers for Medicare and Medicaid Services required states to report detailed data on who was losing coverage and why — information that enabled the kind of research he presented in his keynote. Whether the current administration will impose similar reporting requirements remains unclear, and Sommers described the research funding environment as increasingly difficult.

An audience member asked about GLP-1 medications and whether insurers are too hasty in curtailing coverage. Sommers, pivoting to his clinical perspective, called the drug class genuinely impressive — the evidence keeps getting stronger with each new study, covering cardiovascular disease, sleep apnea, liver disease, and addiction in addition to obesity. But he cautioned that most effective healthcare interventions still cost more than doing nothing, because you treat many people to prevent adverse outcomes in a few. The real challenge, he said, is that insurers making coverage decisions today rarely capture the long-term savings, because patients switch plans and employers every few years. That misaligned incentive structure, he noted, leads to chronic underinvestment in prevention across American healthcare.

Asked what the U.S. could learn from other countries, Sommers offered a wry observation: plenty, but American policymakers are “really uninterested in hearing about other countries.” The U.S. remains an outlier in both its uninsured population and its prices, paying more than any peer nation with outcomes that are no better.

The Physician’s Perspective

Tanabe closed by asking Sommers to speak as a doctor rather than an economist. He described a patient — a veteran who had experienced homelessness and was enrolled in Medicaid with nominal copayments of a dollar or two per prescription. The man had 15 medications and asked Sommers to rank them in priority order because he couldn’t afford them all each month. Sommers told the audience he got the patient to at least number six on the list, but that clinically, the patient needed 12 or 13 of those prescriptions.

He also highlighted a finding from his recent research that carries particular relevance for the workers’ comp world: confusion itself is a health risk. During the pandemic, his team found that many Medicaid enrollees who were still covered believed they had lost their insurance because they hadn’t heard from their state in over a year. Those people behaved like uninsured patients — they delayed care and avoided doctors’ offices — even though their coverage was intact. As work requirements and more frequent eligibility checks layer additional complexity onto an already difficult-to-navigate system, Sommers warned that misinformation and confusion will drive coverage losses beyond what the policy itself intends.

For an industry that sits at the intersection of employment, healthcare access, and injury, the message from this session was hard to miss: the changes coming to American health coverage won’t just affect Medicaid rolls and marketplace enrollment numbers. They’ll ripple directly into workers’ compensation — through claim shifting, through sicker workers with less access to preventive care, and through a healthcare system under increasing financial strain looking for every available dollar.

Dr. Sommers, the Huntley Quelch Professor of Health Care Economics at the Harvard T.H. Chan School of Public Health and a practicing primary care physician, drew on his extensive research portfolio and experience as a former Deputy Assistant Secretary at the U.S. Department of Health and Human Services to outline what he described as a partial unraveling of the coverage gains achieved under the Affordable Care Act — and what that could mean for employers, injured workers, and the workers’ compensation system.

His message was clear: when millions of Americans lose health insurance or shift to plans with significantly higher out-of-pocket costs, workers’ compensation becomes an increasingly attractive avenue for medical care. The industry needs to be paying attention.

Sommers opened by walking the audience through a decade of health coverage expansion. The Affordable Care Act, he explained, achieved its coverage gains through two primary mechanisms: expanding Medicaid eligibility to adults earning up to 138 percent of the federal poverty level, and creating health insurance marketplaces with premium tax credits that made private coverage affordable for millions who didn’t have access through their employers. By late 2022 and into 2023, the national uninsured rate had reached its lowest point in American history — roughly 8 percent of the population, or about 26 million people. Some 40 million Americans had coverage directly attributable to ACA-related programs.

“We are really the only high-income country that has tens of millions of people without health insurance,” Sommers noted, providing international context. “But this was the lowest it had ever been.”

That progress, he argued, is now at risk. Sommers identified several converging policy changes — some legislative, some administrative — that are poised to reverse a significant share of those coverage gains.

The most immediate impact came from the expiration of enhanced premium tax credits at the end of 2025. Originally passed during the pandemic in 2021 and extended through the end of that year, these subsidies had made marketplace coverage dramatically more affordable for many people. Under the enhanced credits, roughly 60 percent of uninsured Americans who qualified could find a plan for zero dollars per month. Notably, Sommers did not discuss the amount of money being paid to insurance companies on the behalf of those people.

Congress, however, failed to extend the credits, despite a prolonged government shutdown in which the issue was central to negotiations. Sommers estimated that 3 to 4 million people could lose their insurance and become uninsured as a result of the premium increases that have already begun taking effect in 2026.

Beyond the subsidy expiration, the second Trump administration has taken several administrative actions that don’t require congressional approval. Federal spending on marketplace outreach and advertising has been cut dramatically — navigator programs that helped people understand their options and enroll saw a 90 percent funding reduction. The open enrollment period has been shortened. And a proposed rule would expand access to high-deductible catastrophic plans, previously available only to young adults, to people of all ages. Some of these plans could carry deductibles in the tens of thousands of dollars, offering little practical coverage unless a person becomes catastrophically ill.

Sommers also presented findings from his ongoing research with MIT economist Jonathan Gruber showing that the same law, without any change from Congress, can be significantly more or less effective at covering people depending on who controls the executive branch and how aggressively states pursue enrollment. He noted that marketplace subsidies were roughly twice as effective at reducing uninsured rates in states that established their own marketplaces compared to those relying on the federal healthcare.gov platform.

On the Medicaid side, Sommers outlined the major provisions of the One Big Beautiful Bill Act, passed last year, which introduces the first federal work requirement for Medicaid beneficiaries in the program’s history. Under the new law, adults enrolled through Medicaid expansion in 40 states will need to demonstrate 80 hours per month of work, community service, education, or other qualifying activity to maintain their coverage. The requirement is set to take effect at the end of 2026, though some states have discussed earlier implementation.

While acknowledging that work requirements poll well with the general public across party lines, Sommers presented evidence suggesting the policy is unlikely to achieve its stated goals of increasing employment and self-sufficiency. He pointed to a natural experiment in Arkansas, which implemented a similar work requirement in 2018 with federal permission. Within months, 18,000 people were removed from the program for noncompliance. The result was a substantial increase in uninsured rates with no measurable change in employment. A third of those subject to the policy reported they had never even heard of it.

The underlying math, Sommers explained, tells the story. In Arkansas, roughly 40 percent of the affected Medicaid population was already working. Another large segment had health-related limitations preventing employment. Only about 3 to 4 percent were neither working nor had an obvious qualifying exemption. The policy, in effect, required 97 percent of beneficiaries to navigate paperwork proving they already met the criteria, and many couldn’t get through the process. Based on this and similar evidence, analysts have estimated that 5 to 6 million people could lose Medicaid coverage due to the administrative burden of work requirements, while the Congressional Budget Office has projected essentially no impact on actual employment.

Sommers bolstered this concern by showing data from the post-pandemic Medicaid “unwinding,” when states had to redetermine eligibility for everyone who had been continuously enrolled during the public health emergency. Some 24 million people lost coverage during that process, and the variation across states was staggering. In states like Maine and Oregon, fewer than 10 percent of enrollees were removed. In Utah and Oklahoma, the figure approached 40 to 50 percent — and the vast majority of those losses were not because people were found ineligible, but because they couldn’t understand the overly complex process or complete the paperwork.

The legislation also introduces twice-yearly eligibility redeterminations for expansion enrollees starting in early 2027, increased cost-sharing for those above the poverty level, and new restrictions on how states can use provider taxes to finance their share of Medicaid spending — a change that will put particular financial pressure on the 40 expansion states.

So what does all of this mean for workers’ compensation? Sommers connected the dots directly. Research has consistently shown that when people gain health insurance from other sources, workers’ comp claims shift. A study from Massachusetts found that coverage expansion produced a 5 to 10 percent reduction in workers’ compensation paid claims for emergency department and inpatient services. Conversely, when young adults age off their parents’ insurance at 26, workers’ comp claims increase in that age group. And when coverage doesn’t disappear but simply becomes less generous — through higher deductibles and cost-sharing — workers gravitate toward using their comp benefits for treatment they might otherwise have sought through their health plan. Studies cited by Sommers found that the growth of high-deductible plans in the employer market has already contributed to 1 to 3 percent increases in workers’ comp spending.

The implications are straightforward: as millions of Americans face higher premiums, lose subsidies, get dropped from Medicaid through work requirements or complex red tape, or shift to catastrophic plans that cover very little, the workers’ compensation system should expect to absorb some of that displaced demand.

Sommers closed by emphasizing that state-level decisions will matter enormously in determining how these changes play out. States that invest in automated data matching and behind-the-scenes eligibility verification will retain far more of their eligible Medicaid populations than those that place the reporting burden on enrollees. The variation during the pandemic unwinding proved that administrative capacity — not just policy design — drives real-world outcomes.

The presentation set a serious tone for the two-day conference, underscoring that the workers’ compensation industry does not operate in a vacuum. Changes to the broader health insurance landscape will inevitably ripple into comp, and the magnitude of those ripples will depend on decisions being made right now in Washington and in state capitals across the country.

I’ve been watching the robotics news with the kind of morbid fascination usually reserved for horror movies where you know the ending won’t be good but you can’t look away. The latest development? Researchers have taught a robot to learn 1,000 different physical tasks in a single day using just one demonstration per task.

One day. One thousand tasks. One demonstration each.

For context, most human workers I know take about a week to learn where the bathroom is and another two weeks to figure out the coffee machine. But here we are, with robots that can watch you fold a shirt once and then immediately fold 999 other things without complaining, taking breaks, or filing for carpal tunnel syndrome.

As someone who spends an inordinate amount of time thinking about workplace injuries, I have questions. And concerns. And a growing suspicion that the workers’ compensation industry is about as prepared for the robot revolution as I am for running a marathon—which is to say, not at all.

Let’s talk about what these researchers actually accomplished. Using a method called “Multi-Task Trajectory Transfer” (which sounds like something from Star Trek but is apparently real), they taught a robot arm to perform everyday tasks like placing, folding, inserting, gripping, and manipulating objects.

The breakthrough isn’t just that robots can do these things—we’ve known that for years. It’s that they can learn them frighteningly fast by breaking tasks into simpler phases and reusing knowledge from previous tasks. Think of it as robots developing actual learning efficiency, like the workplace equivalent of finally figuring out that you can use the same password for multiple logins. Only legal. And far more sophisticated. And not just for porn.

This was tested in the real world, with real objects and real constraints. Not a pristine lab environment where everything goes perfectly. Actual messy reality, where the robot had to adapt and generalize to objects it had never seen before.

You know what that means? It means we’re not just talking about factory robots that repeat one motion endlessly. We’re talking about robots that might actually be trainable for complex, variable tasks.

And that’s where my workers’ comp radar starts pinging.

Here’s the conventional wisdom we’ve been hearing for years: robots will eliminate dangerous jobs, therefore workplace injuries will decrease, therefore workers’ comp costs will drop, and we’ll all live happily ever after in a safer workplace utopia.

This is what I call “optimistic thinking by people who have never filed a First Report of Injury.”

The reality is likely to be far more complicated and significantly more absurd.

Scenario One: The Training Injury Epidemic

If robots can learn 1,000 tasks from single demonstrations, guess who’s giving those demonstrations? Humans. Lots of humans. Demonstrating tasks over and over again to train different robots in different facilities doing different work.

I can see the claims now:

“Employee strained back demonstrating proper lifting technique to Robot Unit 7 for the 47th time this week.”

“Worker developed tennis elbow from repeatedly showing robotic arm the correct way to insert widgets into holes.”

“Repetitive demonstration syndrome—a new occupational disease affecting robot trainers nationwide.”

We’re going to create an entirely new category of workplace injury: Robot Training Repetitive Strain. Mark my words, in five years there will be an ICD code for it.

Unless, of course, we just train a robot to train other robots. Sort of a robotic “Train the Trainer” scenario. If that’s the case, forget everything I just said, which you’re likely to do anyway…

Scenario Two: The “But The Robot Did It Wrong” Defense

Robots learning from single demonstrations sounds efficient until you realize that humans demonstrating tasks aren’t always doing them correctly. Or safely. Or in ways that translate well to mechanical reproduction.

Picture this: An employee demonstrates how to stack boxes. The robot watches once, learns the task, and then stacks 10,000 boxes exactly the way the employee did it—including the part where the employee slightly twisted their torso in a way that’s fine for one box but devastating over ten thousand repetitions.

Now the robot is creating ergonomic nightmares at scale. And when the next human worker comes along to work alongside this robot, they’re expected to keep up with a machine that’s performing tasks with all the efficiency of automation and all the poor technique of Steve from shipping who threw his back out six months ago.

Who’s liable for that? The employer? The robot manufacturer? Steve? The researchers who created the learning algorithm? The graduate student who was supposed to be supervising but was actually checking their phone?

I can hear the defense attorneys now: “Your Honor, my client cannot be held responsible for injuries caused by the robot’s faithful reproduction of improper human technique.”

Scenario Three: The Collaboration Catastrophe

The research focuses on robots learning tasks independently, but the real world doesn’t work that way. Robots and humans will be working side by side. And humans, bless them, have this terrible habit of not always doing what they’re supposed to do.

Robots, on the other hand, do exactly what they’ve learned. Every time. Without variation. With no ability to read social cues, react to unexpected human behavior, or understand that “hold on a second, I need to adjust this” means “don’t continue your programmed task right now.”

The collision scenarios write themselves:

“Employee reached for tool at the exact moment Robot Unit 12 executed its learned reaching motion, resulting in a broken finger and a very confused robot.”

“Worker stepped into robot’s learned pathway because they assumed the robot would see them and stop, like a human would. Robot did not see them. Robot did not stop. Robot had learned to complete tasks efficiently, not to play safety lookout.”

We’re going to see a whole new category of “robot-human interface injuries” that make current machinery accident claims look simple by comparison.

Here’s something the robotics researchers probably aren’t thinking about: robots that can learn 1,000 tasks are complex machines. Complex machines break down. Complex machines need maintenance.

And maintenance creates injuries.

Currently, factory robots are relatively predictable. They do one thing, they do it repeatedly, and when they break, specialized technicians fix them following established protocols.

But robots that can learn and adapt? That’s a different animal. Or rather, a different machine pretending to be different animals depending on what it learned that day.

The technician who comes to fix a multi-task learning robot is going to have a much harder time predicting its behavior, especially if it’s malfunctioning in ways that relate to its learned behaviors rather than its core programming.

“The robot was supposed to be in safe mode, but apparently it had learned that ‘safe mode’ was a suggestion rather than a requirement, based on watching Gary in production override the safety protocols 37 times last month.”

We’re going to see injuries from robot maintenance that make current machinery accidents look straightforward by comparison.

Here’s the thing nobody wants to talk about: if robots can really learn this fast and this well, they’re going to replace a lot of human workers. That should reduce workplace injuries, right?

Wrong. Or at least, not exactly.

What we’re more likely to see is a bifurcation of the workforce:

1. Highly skilled workers who maintain, train, and collaborate with robots
2. Workers doing tasks that robots haven’t learned yet (or can’t do profitably)

Both categories are going to have injury risks. The first category will have high-complexity, potentially catastrophic injuries from working with sophisticated machinery. The second category will have injuries from increasingly difficult or undesirable tasks that weren’t worth teaching robots to do.

So we won’t eliminate workplace injuries. We’ll just redistribute them in ways that make actuarial predictions even harder than they already are.

The research paper talks about robots learning from single demonstrations with impressive efficiency. What it doesn’t talk about is human psychology.

Humans are going to be weird about robots. We’re going to anthropomorphize them. We’re going to trust them too much or too little. We’re going to expect them to behave like humans, even when they’re explicitly not human.

And this is going to create injuries.

“I thought the robot would see me and stop.” “I assumed the robot understood I was joking when I said ‘let’s speed this up.'” “The robot seemed to be struggling, so I tried to help it, and that’s when it caught my hand in its gripper, and welded it to the car frame.”

We’re going to see injuries that stem not from robotic failure or human error in the traditional sense, but from the fundamental mismatch between human expectations and robotic behavior. And good luck creating safety protocols that address “worker assumed robot had common sense.”

Look, I’m not saying robots that learn 1,000 tasks in a day are inherently bad. The technology is genuinely impressive. In theory, it could lead to safer workplaces by taking over dangerous tasks more effectively.

In theory.

In practice, we’re probably looking at a messy transition period where robots and humans work together in ways neither is fully prepared for, creating novel injury patterns that our current workers’ compensation system is spectacularly unequipped to handle.

The good news? This is going to create a lot of work for claims professionals, safety consultants, attorneys, and people like me who write about these things. Job security through complexity.

The bad news? Pretty much everything else.

A robot learning 1,000 tasks from single demonstrations is a technological marvel. It represents genuine progress in making robots more flexible and useful.

It also represents a potential workers’ compensation scenario that we’re not remotely prepared for.

We need to start thinking now about:

• How to regulate robot training and demonstration protocols
• How to document robot learning for injury investigation purposes
• How to allocate liability when robots learned from flawed human demonstrations
• How to protect workers who collaborate with adaptive learning robots
• How to train the next generation of safety professionals to understand robotic learning systems

Instead, we’re probably going to wait until the first major robot-related injury lawsuit, scramble to respond, and end up with a patchwork of inconsistent regulations that satisfy nobody.

If that sounds cynical, it’s because I’ve been in workers’ compensation long enough to know that we tend to regulate based on disasters rather than prevent them. We’re very good at closing the barn door after the robot has already learned to escape.

So sure, let’s celebrate the robots learning 1,000 tasks in a day. It’s impressive. It’s innovative. It’s the future.

Just don’t be surprised when that future includes claims for “robot demonstration syndrome,” liability disputes over machine learning algorithms, and safety professionals trying to write protocols for scenarios that didn’t exist two years ago.

I’ll be over here, watching the robot revolution unfold and wondering if anyone’s thought about updating our workers’ compensation statutes to address injuries caused by machines that learn faster than our legal system can adapt.

Spoiler alert: they probably haven’t.

There’s something happening in America that hasn’t happened in a generation. We’re building things again. Or at least, we’re talking very seriously about building things again.

Approximately 230,000–250,000 manufacturing jobs were announced for reshoring or foreign direct investment in recent years, according to the Reshoring Initiative. The CHIPS and Science Act is transitioning from funding announcements to actual production facilities. Investment pledges are flowing. Politicians on both sides of the aisle are suddenly falling over themselves to champion domestic manufacturing, having apparently just discovered that products come from somewhere other than Amazon Prime and that “Made in America” involves actual Americans making actual things. The pendulum that swung toward outsourcing for the past four decades is creaking back in the opposite direction.

And all I can think is: is the workers’ compensation system remotely ready for this?

Here’s what we know about manufacturing jobs: they break people. Not always, not catastrophically, but with a grinding consistency that the service economy never quite matched.

The most recent statistics indicate the total recordable injury rate in manufacturing sits at 2.8 cases per 100 full-time workers. That’s higher than most industries, and in recent years, manufacturing has accounted for approximately 200,000–230,000 nonfatal workplace injuries annually. These aren’t paper cuts and carpal tunnel. We’re talking about serious musculoskeletal disorders that account for nearly one-third of all serious workplace injuries. Strains, sprains, back injuries from lifting and overexertion. The kind of injuries that put workers out for weeks or months at a time.

Manufacturing injury claims account for billions of dollars annually in direct workers’ compensation expenses. When you add the indirect costs—lost productivity, replacement workers, overtime for remaining staff—the number likely triples.

And here’s the kicker: we’re about to scale this up. Significantly.

The cheerleaders for reshoring love to talk about the “skills gap.” Some estimates say there are nearly 500,000 unfilled manufacturing jobs right now because modern factories require workers who can code, troubleshoot robotics, and work with AI-enhanced systems. We’ve spent a generation training people to optimize their LinkedIn profiles and navigate corporate Slack channels, but somehow forgot to mention that somebody still needs to know how a robotic assembly line works when it starts making alarming noises at 2 AM. Fair enough. But there’s another skills gap nobody seems to be addressing: the one in our workers’ compensation infrastructure.

Think about it. We’ve spent the last 30 years hollowing out our manufacturing base. The institutional knowledge about managing high-volume industrial injury claims has atrophied right alongside the factories. Many of today’s claims professionals have spent their entire careers handling office workers with repetitive strain injuries and retail employees who slipped on wet floors. The complexity of managing traumatic amputations, chemical exposures, and catastrophic machinery accidents? That’s not in most people’s current skillset.

Federal and private forecasts project a doubling or greater expansion of U.S. semiconductor manufacturing capacity by the early 2030s. Intel, TSMC, and others are bringing facilities online. These aren’t just big employers—they’re employers with unique, highly technical injury risks. Are we training enough industrial hygienists who understand semiconductor manufacturing hazards? Do we have enough medical case managers with experience handling the specific injuries these facilities produce?

The answer, I suspect, is no.

Here’s another uncomfortable truth: reshoring isn’t distributed evenly. It’s concentrating in specific regions—the Rust Belt states trying to reclaim their manufacturing heritage, the Southeast courting new facilities with tax incentives, and scattered zones around the country positioning themselves as manufacturing hubs.

This creates predictable pressure points. Local medical provider networks in these areas will suddenly face an influx of complex industrial injuries. Emergency rooms and orthopedic practices that have been handling relatively routine cases will need to gear up for more severe trauma. Occupational medicine programs will need expansion.

And the workers’ compensation insurance infrastructure in these regions? It needs to scale proportionally. We’ll need more adjusters, more case managers, more medical reviewers, and more return-to-work coordinators who actually understand industrial environments.

The reshoring reports I’ve read focus heavily on the difficulty of finding production workers with the right technical skills. You know what they don’t mention? The equal difficulty of finding experienced workers’ comp professionals who know how to manage manufacturing claims at scale. You can’t just pull someone from handling restaurant injuries and expect them to seamlessly transition to managing claims from a semiconductor fab or an automotive stamping facility.

Let’s talk about money, because eventually someone has to pay for all of this.

U.S. manufacturing labor costs are already substantially higher than overseas competitors—roughly $25-30 per hour compared to $6-7 in China. We’re told that automation and productivity will narrow this gap. Maybe. But workers’ compensation is part of that labor cost equation, and it’s not getting cheaper – or won’t be if significant injury rates increase.

The reshoring advocates like to point out that modern manufacturing facilities will be highly automated, reducing injury exposure. That sounds great in theory. In practice, automation creates its own injury patterns. More sophisticated equipment means more complex failure modes. Workers aren’t lifting heavy objects manually anymore—they’re troubleshooting million-dollar robots that occasionally malfunction in spectacular ways. Different risks, not necessarily lower risks.

Moreover, the early adopters in reshoring are discovering that the real differentiator isn’t just having automated equipment, it’s having workers who can keep that equipment running. As one supply chain report noted, in places like Shenzhen, equipment failures are fixed within minutes because expertise sits close to the production line. Developing that same capability here means workers working in close proximity to complex machinery during troubleshooting and repair. That’s inherently hazardous.

So as we’re calculating whether reshoring makes financial sense, are we factoring in realistic workers’ compensation costs? Or are we using optimistic projections based on service industry injury rates?

If this reshoring trend is real and sustainable—and there’s legitimate debate about whether it is—then the workers’ compensation industry needs to get serious about rebuilding capabilities we let atrophy.

We need training programs for claims professionals specifically focused on manufacturing injuries. Not generic “industrial claims” training, but deep dives into the specific injury patterns of modern manufacturing: robotics-related trauma, chemical exposure management, ergonomic injuries from precision assembly work.

We need to rebuild relationships between workers’ comp carriers and occupational medicine programs. Many of the best occupational health clinics closed or downsized when manufacturing declined. The ones that remain will need to expand, and new ones will need to be established in reshoring zones.

We need return-to-work programs designed around manufacturing realities. The “light duty” options that work in an office environment don’t translate to a semiconductor fab. We need employers and insurers working together on transitional work programs that actually fit manufacturing operations.

And candidly, we need workers’ comp carriers to start thinking like long-term partners in this reshoring effort rather than just underwriters trying to avoid adverse selection. If domestic manufacturing is genuinely returning, there’s a role for proactive risk management and injury prevention programs that go beyond basic safety compliance.

Here’s where I get skeptical. Reshoring has bipartisan support right now because it polls well and makes for excellent photo opportunities. Bringing jobs back to America is a great political message. You can get fantastic footage standing in front of a factory, wearing a hard hat, talking about American workers and American strength. What you can’t get is equally compelling footage attending a workers’ compensation hearing or championing increased funding for occupational medicine programs. Funny how that works.

But workers’ compensation reform? Safety regulation enforcement? Funding for occupational medicine programs? Those are harder sells that don’t fit on a campaign mailer.

If we’re serious about reshoring, we need to be equally serious about building the workers’ compensation infrastructure to support it. That means funding, training, regulatory attention, and political will. I’m not convinced we have the latter.

The honest answer is no. Not remotely.

We have pockets of excellence—regions with strong manufacturing traditions that maintained their workers’ comp expertise. We have individual carriers and employers who take safety and injury management seriously. But as a system? We’re not prepared for a significant scaling of manufacturing employment.

That doesn’t mean reshoring is doomed, or that we shouldn’t pursue it. It means we need to be realistic about the challenges and start addressing them now rather than after the injuries start piling up.

We need to rebuild institutional knowledge. We need to invest in training and infrastructure. We need to modernize our approach to managing manufacturing injuries for 21st-century facilities, not 1970s factories. And we need political leaders to understand that “bringing manufacturing back” is incomplete if we don’t also bring back the systems to protect manufacturing workers.

Because here’s the thing about building things: someone always gets hurt in the process. The question isn’t whether injuries will happen—they will. The question is whether we’ll be ready to handle them competently, fairly, and with the seriousness they deserve.

Based on where we are today, I have my doubts.

But I’m willing to be proven wrong. In fact, I’d love to be proven wrong. I’ll be waiting for comprehensive workers’ compensation infrastructure reform with the same breathless optimism I usually reserve for the day someone finally writes a three-page workers’ comp statute that normal humans can understand. Which is to say, I’m not holding my breath, but I admire the dream.

Because if reshoring is really happening, and if we actually manage to rebuild American manufacturing capacity, the workers who make it happen deserve better than a workers’ compensation system that’s unprepared for their needs.

We’ll see. 2026 has a way of clarifying whether ambitious plans meet reality or crumble against it. I’ll be watching the injury statistics just as closely as the employment numbers.

Someone should.