The Invisible Superhero and the Data Mirage

Executive Summary

America’s aging system depends on a caregiving workforce it does not fully count.

Older adults remain at home because formal programs exist, but also because family members, neighbors, friends, companions, church members, volunteers, and privately arranged helpers fill daily gaps. They help people eat, bathe, take medication, keep appointments, understand notices, remain safe, and avoid unnecessary placement.

Much of that work never appears in public planning.

This creates a data mirage. Reports may show that a service was completed, a care plan was adjusted, or a county has an adequate workforce. The real situation may be very different. Hours may go unfilled. Care plans may be reduced because no worker is available. Family caregivers may absorb impossible workloads without training, respite, pay, or backup.

For the Charter 25 counties studied by 25 Voices on Aging, this is not an abstract policy concern. These counties are already living at the demographic edge of America’s future. Their senior density reveals conditions other counties may face over the next generation: higher demand, fewer available workers, weakened informal support, and public systems that do not fully measure the labor required to keep older adults safely at home.

This paper argues that caregiving must be treated as public infrastructure. Counties need to count the care that is requested, the care that is approved, the care that is actually delivered, and the unpaid support that keeps older residents from reaching crisis.

Introduction

Why Caregiving Must Be Re-Planned

Caregiving is often described as a family responsibility or a supportive service. That definition no longer matches the scale of the issue.

Caregiving is infrastructure.

It determines whether an older adult can remain at home, recover after illness, manage medication, bathe safely, reach appointments, avoid scams, understand official notices, and stay connected to the community. When caregiving fails, the result shows up in emergency rooms, EMS calls, Adult Protective Services referrals, delayed hospital discharges, guardianship filings, nursing home placements, and public budgets.

The Charter 25 counties show why this issue requires immediate attention. These are the counties with the highest aging density in the nation. Some are retirement destinations. Others are rural frontier counties, coastal communities, mountain counties, or working-class aging counties with limited local tax capacity. Their circumstances differ, but their warning is shared: once the older population becomes large enough, informal caregiving can no longer be treated as a built-in safety net.

Current planning does not fully see this problem. It counts formal programs, paid workers, approved service units, Medicaid enrollment, and institutional placement. It does not adequately count the neighbor who brings groceries, the unmarried partner who manages medication, the adult child who keeps leaving work early, the church volunteer who checks on a widow, or the privately paid helper who does not appear in formal workforce data.

It also fails, too often, to count care that was needed and never delivered.

That is the data mirage. The system appears more stable than it is because the official record captures only part of the caregiving reality. The Charter 25 reveal why America must plan from the full picture.

I. The Shadow Workforce: Who Actually Provides Care?

To plan honestly for an aging America, counties need a broader definition of caregiving.

A caregiver may be a certified aide, a home health worker, a homemaker, a family member, a neighbor, a friend, a companion, a church volunteer, a privately hired helper, or a community volunteer. Some are paid. Many are not. Some work through agencies. Others are known only to the person they help.

Together, they form the shadow workforce of American aging.

This workforce is central to long-term care. National research describes family caregivers as providing the “lion’s share” of long-term services and supports for older adults, and some estimates place informal caregivers at roughly 75% to 80% of total care hours for older adults. (nationalacademies.org)

The economic scale is extraordinary. AARP valued unpaid family caregiving at approximately $600 billion for 2021, based on an estimated 36 billion hours of care. Medicaid spending varies by year and includes both federal and state funding, yet the scale of unpaid caregiving is comparable to major public health financing streams. Family and informal caregivers function as a hidden pillar of the nation’s long-term care system. (aarp.org)

That creates a serious planning problem.

When the caregiver is unpaid, privately arranged, informally helping, or outside a standard job classification, that person may not appear in workforce data, service reports, public budgets, or county planning documents. When that person burns out, gets sick, moves away, dies, or can no longer help, the system may not recognize the loss until the older adult reaches an emergency room, nursing home, protective-services investigation, or crisis placement.

The country counts the crash. It rarely counts the support that prevented it.

II. The Data Mirage: Why Current Caregiving Statistics Can Mislead Planners

Many caregiving statistics appear reassuring. They show workforce counts, service units, care plans, eligibility categories, and program participation.

In high-aging counties, those numbers can hide as much as they reveal.

Official data still matter. The problem is that many common measures miss the real caregiving burden. They may not capture informal care, unmet need, reduced care plans, direct-hire workers, unsupported volunteers, or people who fall outside Medicaid eligibility while still being unable to afford private care.

For the Charter 25 counties, this matters because high aging density magnifies every weakness in the data.

1. The PCA Paradox: The Title Tangle

Personal care assistance is difficult to measure because the workforce is often buried inside broad labor categories.

Federal labor data report employment and wage information for Home Health and Personal Care Aides under SOC code 31-1120. That category helps with broad labor analysis. It does not tell a county how many workers are actually available to provide non-medical, in-home personal care to older residents in that county at the time and place needed. (assets.americashealthrankings.org)

This distinction becomes critical in rural and high-aging counties. A worker counted in the state labor pool may work in a facility, serve a different population, live outside the county, work only part time, or be unavailable for in-home assignments. Privately hired neighbors, informal companions, and “gray market” helpers may be doing essential work without appearing in the data at all.

A county may believe it has a direct-care workforce because workers exist somewhere in the data. Older residents may still be unable to find someone to help them bathe, dress, eat, reach appointments, or remain safely at home.

2. The Care-Plan Pivot: When Unmet Need Disappears on Paper

One of the most serious data problems occurs when a care plan is changed to match labor availability instead of actual need.

An older adult may be assessed as needing 20 hours of help each week. However, if the agency can only find a worker for 4 hours, the plan may be reduced. The revised plan may then appear fully served. The missing 16 hours did not disappear. They shifted to a spouse, daughter, neighbor, friend, volunteer, or no one. The agency may appear compliant as the reports show completion of planned care. This is how unmet need vanishes from the record. The county may never see the true scale of the gap.

However, the older adult remains at risk. The unpaid caregiver is not receiving the assistance at levels that are needed and becomes more strained. The risk of harm and failure to maintain both independent living and quality of life for both the older adult and the caregiver remains high.

Without those distinctions, counties cannot know whether they are meeting need or simply redefining it downward.

3. The Workforce Desert: State Averages Hide County Reality

Statewide workforce averages can be deeply misleading.

A state may report a certain number of aides per 1,000 older adults. That average does not reveal whether workers are available in a rural county, frontier county, retirement county, or low-income community. A county with extreme aging density may face a shortage even when the state appears adequately staffed.

This workforce gap is real. America’s Health Rankings’ 2025 Senior Report shows that Florida had only 16.0 personal care and home health aides per 1,000 adults age 65 and older in 2023, compared with a national value of 62.0 and New York’s 156.0. For Florida’s Charter 25 counties, the formal care workforce is already thin before local senior density, distance, wages, and transportation barriers are considered. (americashealthrankings.org)

The useful planning question is not how many aides a state has.

The useful question is whether workers are actually available to serve older adults in this county, in their homes, at the times and locations needed.

4. The Density Distortion: When Aging Concentration Breaks the Market

High senior density changes the caregiving market.

In ordinary planning models, older adults are treated as one population group among many. In the Charter 25, older adults are often a defining feature of the county.

That concentration creates a density distortion. A care system may be designed for a county where 15% to 20% of residents are older. The actual county may have 35%, 40%, or even more than half of its population age 65 and older.

At that level, familiar assumptions fail. The local workforce may be too small. Informal caregivers may also be older. Paid workers may not be able to afford to live nearby. Travel time may reduce how many clients a worker can serve. Agencies may have authorizations they cannot staff. Families may be told that help exists when no worker is available.

High aging density does more than increase demand. It changes the structure of the local care market.

5. The Frontier Erasure: When Living Alone Means No Backup

National statistics on older adults living alone can hide extreme local variation.

In frontier, rural, island, mountain, and aging-dense counties, a much larger share of older adults may live alone. That changes the caregiving equation. A person living alone may have no one in the home to notice confusion, missed medication, unpaid bills, falls, spoiled food, unsafe driving, scams, or gradual decline.

Curry County, Oregon illustrates the solo-aging problem. Roughly one-third of its older adults live alone, based on ACS Table B09020. In counties where such a large share of older adults live alone, the informal caregiver cannot be treated as an automatic part of the care plan. (censusreporter.org)

When many older adults live alone and the county also lacks workers, transportation, adult day services, and nearby family caregivers, the informal safety net may not simply be strained. It may not exist for many residents.

6. The Medicaid Waiver False Floor: The Missing Middle

Medicaid data are important. They are also incomplete.

Many older adults do not qualify for Medicaid because they have too much income or too many assets. At the same time, they may be unable to afford private home care, assisted living, or memory care. These residents fall into the Missing Middle: too much to qualify, too little to afford.

This creates another planning illusion. A county that looks only at Medicaid waiver enrollment or waitlists will miss people who need help but remain outside the eligibility system. These residents may rely on unpaid caregivers, reduce care, delay help, spend down assets, or wait until a crisis makes them visible.

Medicaid data should be treated as one window into caregiving need, not the full picture.

III. The Cycle of Failure: Invisible Until Crisis

The current system often follows a predictable pattern.

Informal caregivers are not fully counted. A neighbor helping with groceries, a retired friend driving someone to appointments, a church volunteer checking in, or an unmarried partner managing medication may never appear in a workforce file, service report, or budget.

Because they are not counted, they are not supported. They may receive no training, no respite, no mileage help, no backup plan, no legal guidance, no dementia education, and no connection to the aging network.

Eventually, the caregiver burns out, gets sick, moves away, dies, or cannot continue.

Only then does the system see the problem.

At that point, the older adult may appear as an EMS call, emergency department visit, Adult Protective Services referral, caregiver crisis, nursing home placement, guardianship case, or hospital discharge that cannot safely return home.

The system then counts the cost of failure instead of the value of the support that had been preventing failure.

That is the data mirage.

IV. Why This Matters for the Charter 25

The Charter 25 counties are early warning sites for the nation.

Their high senior density makes caregiving strain easier to see, but the underlying pattern is not limited to those counties. Many communities are moving toward the same reality: more older adults, more people living alone, fewer available caregivers, fewer direct-care workers, more complex medical needs, and greater dependence on informal support.

The Charter 25 show that caregiving infrastructure cannot be measured only by formal programs. A county may have services on paper and still lack the people to deliver them. It may have care plans and still have unfilled hours. It may have Medicaid programs and still miss the Missing Middle. It may have a strong volunteer culture and still have no way to support volunteers before they collapse.

For counties preparing for the next 20 years, the lesson is direct:

Caregiving must be counted before it fails.

V. Re-Planning America’s Caregiving Infrastructure

Aging policy must move from crisis response to honest caregiving infrastructure planning.

That requires different questions.

How many people requested help and did not receive it?

How many assessed hours were reduced because workers were unavailable?

How many unpaid caregivers are holding the system together without support?

How many older adults fall into the Missing Middle?

Do local workforce numbers reflect real in-home availability, or only broad labor categories?

Counties can begin with four immediate steps.

1. Report Unfilled Human Hours

Counties and aging-service systems should document requests for assistance even when no worker, funding, or provider is available.

Need should not disappear because the system cannot meet it.

2. Track the Gap Between Assessed, Approved, and Delivered Care

Care plans should show the difference between what was assessed as needed, what was approved, and what was actually delivered.

When a plan is reduced because of labor shortage, lack of funding, client cost, transportation limits, or provider unavailability, the reason should be recorded.

3. Recognize the Shadow Workforce

Counties should identify and support the unpaid and undercounted caregivers who keep older adults at home.

This includes family caregivers, neighbors, friends, unmarried partners, faith-based volunteers, privately hired helpers, and community volunteers.

Support may include training, respite, caregiver navigation, mileage help, dementia education, safety planning, and legal or benefits guidance.

4. Plan for the Missing Middle

Counties should not rely only on Medicaid data to estimate caregiving need.

Planning must include older adults who are not poor enough to qualify for Medicaid but cannot afford private care. These residents are often invisible until their assets, health, or informal support collapse.

Conclusion

The future of aging in America will not be determined only by hospitals, nursing homes, Medicaid programs, or formal agencies. It will also be determined by whether counties understand and support the people quietly providing care before the system recognizes their value.

The caregiver is not an accessory to the aging system. The caregiver is infrastructure.

When counties count only formal services, paid workers, and crisis outcomes, they mistake partial data for stability. They see the emergency room visit, but not the neighbor who prevented twenty before it. They see the nursing home placement, but not the daughter who held the plan together for years. They see the APS referral, but not the volunteer who disappeared because no one knew to support her.

The Charter 25 make the warning visible. As aging density rises, informal caregiving cannot remain an invisible assumption. It must become part of workforce planning, budget planning, housing planning, transportation planning, public health planning, and long-term care strategy.

To re-plan America’s caregiving infrastructure, counties must count the care that is needed, the care that is delivered, and the care quietly supplied by people no system has yet learned to see.

Endnotes and Source Notes

1. The National Academies of Sciences, Engineering, and Medicine’s Families Caring for an Aging America describes family caregivers as providing the “lion’s share” of long-term services and supports for older adults. (nationalacademies.org)
2. The estimate that informal caregivers provide roughly 75% to 80% of total care hours for older adults is cited in research and policy literature on unpaid eldercare. (generations.asaging.org)
3. AARP’s 2023 Valuing the Invaluable update estimated that unpaid family caregivers provided about 36 billion hours of care in 2021, valued at approximately $600 billion. (aarp.org)
4. The formal direct-care workforce category referenced in this paper is the Bureau of Labor Statistics occupational category for Home Health and Personal Care Aides, SOC 31-1120. America’s Health Rankings’ 2025 Senior Report uses BLS 2023 data for its measure of personal care and home health aides per 1,000 adults age 65 and older. (assets.americashealthrankings.org)
5. America’s Health Rankings reports Florida at 16.0 and New York at 156.0 personal care and home health aides per 1,000 adults age 65 and older, with a national value of 62.0. (americashealthrankings.org)
6. Curry County living-alone calculation: use 2020–2024 ACS 5-Year Estimates, Detailed Table B09020, Relationship by Household Type Including Living Alone for the Population 65 Years and Over. Calculation: (B09020_015E + B09020_018E) ÷ B09020_001E, where B09020_015E = male age 65+ living alone, B09020_018E = female age 65+ living alone, and B09020_001E = total population age 65+. The Census Bureau confirms that ACS 5-year estimates are available for counties and that Detailed Tables provide estimates for all geographies down to block groups. (censusreporter.org)