Wearables in Hospice and Palliative Care: Remote Vital Signs, Benefits, and Real Limits

It often starts in the quiet hours. Someone you love is sleeping more, eating less, and the house feels both ordinary and unfamiliar at the same time. You find yourself listening for changes you can’t fully name—breathing, restlessness, the small sounds that tell you whether things are steady. In that place, wearables hospice searches make sense. A pulse oximeter or smartwatch feels like a way to hold onto certainty: a number, a graph, an alert that will tell you when to act.

But hospice and palliative care are not built around certainty. They are built around comfort, dignity, and making sure the person in front of you is supported as a whole human being, not reduced to readings on a screen. That does not mean technology is useless. It means the best use of monitoring is narrower than most people expect—and the wrong use can quietly increase anxiety for caregivers and patients alike.

What wearables and remote monitoring actually track

Most home health wearables and patient monitoring devices track trends rather than clinical diagnoses: heart rate, activity, sleep estimates, and sometimes oxygen saturation. Remote patient monitoring can also include connected tools like blood pressure cuffs, scales, or glucose meters. The Centers for Medicare & Medicaid Services describes remote patient monitoring as collecting health data with a connected device that transmits the information to a provider who uses it to manage care.

That definition sounds straightforward, but it hides a key nuance for families facing serious illness: the usefulness of data depends on whether someone is ready to interpret it, act on it, and explain what action means. If your loved one is receiving remote patient monitoring palliative care services through a clinical team, there may be a clear plan for how readings guide decisions. If the data is only landing on your phone, the plan can be unclear—and that uncertainty is where stress multiplies.

If you want a baseline understanding of what “remote patient monitoring” means in healthcare settings, CMS provides an overview here: CMS.

Hospice and palliative care goals change what “helpful” means

In hospice, the goal is comfort-focused care rather than cure-focused care. Medicare’s hospice coverage explains eligibility in plain terms: hospice is for people certified as terminally ill who choose comfort care (palliative care) instead of treatment meant to cure the illness. In other words, the purpose of the care model is different, and that purpose should shape how you use monitoring.

Medicare’s hospice coverage page is a helpful reference point: Medicare. For families who want a clear explanation of the difference between hospice and palliative care, the National Institute on Aging also lays it out simply: National Institute on Aging.

This is why a device that makes sense in chronic disease management can feel confusing at end of life. A low number can trigger panic even when the care plan is already aligned with comfort. A “normal” number can create false reassurance even when the person is visibly distressed. In hospice and palliative care, symptoms and comfort often matter more than isolated vitals.

When monitoring supports comfort rather than anxiety

The most realistic benefit of telehealth RPM hospice tools is not catching every change. It is reducing uncertainty in a few specific scenarios where the data supports comfort-focused decisions. For example, some families find that tracking trends helps them describe what’s happening more clearly to a nurse: “Breathing has been faster for two days,” or “Sleep has been fractured all week,” or “Activity dropped sharply after a medication change.” In that context, the wearable isn’t replacing judgment; it is giving you language.

Monitoring can also help when caregiving is shared across distances. If one person is providing hands-on care and another is coordinating logistics, a limited dashboard—used thoughtfully—can reduce conflict. Instead of debating impressions, the family can focus on what the care team recommends. The goal is not to make caregiving perfect. It is to make it less isolating.

On Funeral.com, families often pair technology questions with practical planning questions, because serious illness tends to bring many decisions into the same season. If you are preparing for care at home, the Journal’s guide Home Hospice: What It Is, What It Covers, and How to Prepare can help you set expectations for what support typically looks like day to day. If you are still early in the process and want to reduce crisis-driven decisions, Home Hospice and Advance Care Planning is designed for that moment.

The real limits: accuracy, comfort, and what the data can’t capture

The most important truth about palliative care wearable sensors is that they are not uniformly reliable in all bodies, all conditions, and all stages of illness. Pulse oximeters are a good example. The U.S. Food and Drug Administration notes that pulse oximeters have limitations and that multiple factors can affect accuracy, including poor circulation, skin pigmentation, skin temperature, and nail products. The FDA has also proposed updated recommendations aimed at improving pulse oximeter performance across a range of skin tones, acknowledging ongoing concerns about disparate accuracy.

For families relying on a pulse oximeter hospice use routine, that matters because end-of-life physiology can make readings less stable even in the same person. Peripheral circulation can change. Hands can become cooler. Movement increases artifacts. A number that looks “wrong” may be device noise, not a sudden emergency—and learning that difference on your own, at 2 a.m., is emotionally expensive.

FDA pulse oximeter resources are here: FDA, and the FDA’s January 2025 announcement on improving performance across skin tones is here: FDA.

Research specific to palliative settings also underscores how limited the evidence base can be. A scoping review on wearable devices in palliative care for older adults concludes that evidence is limited in this context and population, even as interest grows. A prospective pilot study of continuous wearable monitoring in hospitalized palliative patients found major challenges in achieving consistent data acquisition, with substantial gaps in data availability. These are not reasons to reject technology outright; they are reasons to be realistic about what it can do in the lives of people who are tired, frail, uncomfortable, or simply not interested in being monitored.

Those studies are available here: PMC and PMC.

Comfort is another limit families underestimate. Wearables can pinch. Adhesives can irritate thin skin. Devices can become a fixation for someone with anxiety or delirium. Even well-intentioned monitoring can feel like surveillance to a person who is already losing privacy through illness. In hospice and palliative care, anything that increases agitation has to justify itself with a clear comfort benefit.

Alerts can overwhelm caregivers even when nothing is “wrong”

If you have ever been startled by a phone notification, you already understand the basic issue with caregiver alerts monitoring. In healthcare, “alarm fatigue” describes what happens when people are exposed to too many alerts and become desensitized, stressed, or less able to respond appropriately. Even though much of the formal research is hospital-based, the human experience translates easily to home caregiving: frequent alarms teach your nervous system to live on edge.

For a primer on alert fatigue and why excessive alarms can reduce safety rather than improve it, AHRQ’s PSNet provides an overview here: AHRQ PSNet.

In hospice and palliative care, the alert question is not “What is the perfect threshold?” It is “What is the smallest set of notifications that would actually change what we do?” For many families, the most compassionate choice is to turn off everything that does not have a clear action plan attached. If an alert will only lead to panic, repeated re-checking, and no meaningful change in comfort, it is not helping.

A practical way to approach settings is to involve the clinical team. Bring the device to a nurse visit or a telehealth check-in and ask: what readings matter for comfort, and what is just noise? If your loved one has a condition where baseline numbers run outside “normal,” an off-the-shelf alert setting can be a recipe for constant false alarms. The hospice team can help you decide whether alerts should exist at all, and if they do, what a reasonable plan looks like when one goes off.

A simple decision framework before you buy, sync, or turn it on

Families tend to ask, “Should we use a wearable?” A more useful question is, “What problem are we trying to solve?” If the problem is fear, technology sometimes helps—but it can also amplify fear if it produces constant uncertainty. Before you commit to hospice technology RPM tools, consider these questions:

• What specific comfort-related decision would this data support, and who will interpret it?
• What is the plan when an alert triggers, and who do we call first?
• Will wearing the device improve your loved one’s comfort, or will it irritate, distract, or distress them?
• Are you prepared to turn it off if it increases anxiety, even if you hoped it would reassure you?

If you want a calm, family-centered lens on what matters most as death approaches—comfort, logistics, and communication—the Journal guide What to Do When Death Is Near is designed to help you prioritize the human needs over the pressure to “manage” the moment perfectly.

When families also begin funeral planning

Technology decisions often sit beside another reality: families start preparing for what comes next. That preparation is not morbid. It is a way of protecting the caregiver from crisis-driven decisions later. Advance care planning can reduce conflict and clarify what your loved one would want. If you need a steady walkthrough of the documents and conversations that matter, Funeral.com’s guide Advance Care Planning: The Documents, Conversations, and Decisions That Matter is a practical starting point.

It is also normal to begin thinking about disposition—burial or cremation—while hospice care is ongoing. According to the National Funeral Directors Association, the U.S. cremation rate is projected to be 63.4% in 2025, more than double the projected burial rate. CANA reports that the U.S. cremation rate was 61.8% in 2024, reflecting how common cremation has become for modern families: Cremation Association of North America.

Cost questions often arrive early, too. NFDA’s statistics page summarizes the national median costs reported for 2023, including a median cost of $6,280 for a funeral with cremation and $8,300 for a funeral with viewing and burial: NFDA. If you want a consumer-focused breakdown that helps you understand what families are actually paying for, Funeral.com’s guide Cremation Costs Breakdown is written for that exact moment.

Choosing urns and memorial options without adding stress

When families choose cremation, the next question is often what to do with ashes—and how to choose an urn without feeling like you are making “forever” decisions while you are still in shock. The good news is that many choices can be staged. You can begin with what feels stable now, then adjust later when grief is less raw.

If you are exploring cremation urns for ashes, it can help to start broad and then narrow. Funeral.com’s collection of cremation urns is a place to see the range, and the guide 4 Rules for Choosing the Right Urn for Ashes walks you through practical factors like capacity, placement, and closure so the decision feels calmer.

Small urns, keepsakes, and keeping ashes at home

Not every family wants a large urn on display, and not every family wants ashes divided immediately. small cremation urns can be a middle path when you want a compact memorial that still holds a meaningful portion. keepsake urns are designed for sharing a small portion among family members, or for creating a gentle “for now” option while longer-term plans take shape.

If you are considering keeping ashes at home, the Journal guide Keeping Ashes at Home covers safety, emotional fit, and practical considerations. And if your family is still deciding what to do with ashes, this broader resource can help you see options without pressure: What to Do With Cremation Ashes.

Water burial and burial at sea

Some families feel most at peace with a ceremony that returns ashes to water. People often use the phrase water burial casually, but there are specific rules when the ocean is involved. The U.S. Environmental Protection Agency explains that the burial-at-sea general permit authorizes the release of cremated human remains in ocean waters under specified conditions: EPA. Federal regulation also specifies that cremated remains must be buried no closer than three nautical miles from land: eCFR.

If you are planning a water ceremony and want help translating those rules into real-world decisions, Funeral.com’s guide Water Burial and Burial at Sea walks through the practical meaning of “three nautical miles.” For families considering a dissolvable urn option, Biodegradable Water Urns for Ashes explains how float-then-sink versus sink-right-away styles work.

Cremation jewelry and carrying memory close

For some families, the most comforting memorial is the one that stays near the body. cremation necklaces and other cremation jewelry hold a small portion of ashes in a discreet chamber, offering a private way to feel connected in everyday life. If you are new to this option, Cremation Jewelry 101 explains what to expect, and Best Cremation Necklaces for Ashes compares materials and wearability. Some families also prefer smaller pieces that can be added to bracelets or keychains; cremation charms and pendants are designed for that kind of everyday closeness.

Pet loss and memorial planning

Serious illness seasons sometimes include pet loss, too, or families begin planning for an older pet’s care because routines are changing. If you are looking for pet urns for ashes or pet cremation urns, Funeral.com’s collection of pet urns includes a wide range of sizes and styles, and small pet urns can be appropriate for cats and small dogs. The Journal guide Pet Urns for Ashes walks through sizing and personalization in a way that feels steady rather than salesy.

Choosing the right amount of monitoring is an act of care

In the end, the healthiest relationship with monitoring is the one that serves the person, not the caregiver’s fear. If a wearable helps you communicate with the team, notice a trend, or feel less alone in the night, it may have a place. If it turns your home into a constant alert system, it may be quietly harming everyone’s ability to rest.

The most compassionate permission you can give yourself is this: you are allowed to turn it off. You are allowed to prioritize comfort over data. And you are allowed to let hospice and palliative care be what they were designed to be—care that holds the whole person, not just the numbers.

FAQs

1. Are wearables accurate enough for hospice or palliative care?

   They can be “accurate enough” for broad trends in some people, but they have meaningful limits—especially for oxygen saturation. The FDA notes that pulse oximeters can be inaccurate under certain circumstances, including poor circulation and skin pigmentation, and it has proposed updated recommendations aimed at improving performance across skin tones. In palliative settings, research suggests feasibility and data completeness can be challenging, which is why your hospice or palliative team should help you decide whether data will meaningfully support comfort.

2. Should we focus on oxygen numbers or symptoms?

   In comfort-focused care, symptoms usually matter more than isolated numbers. If your loved one is uncomfortable—breathless, anxious, restless—call the hospice or palliative team and describe what you’re seeing. If you use a pulse oximeter, treat it as one piece of context, not the final truth, because readings can be affected by many factors. For a family-friendly overview of what hospice and palliative care are designed to do, the National Institute on Aging explains the focus on comfort and quality of life.

3. How do we set alerts without overwhelming caregivers?

   Start by deciding what an alert would change. If an alert will only create panic and repeated checking, it may not be worth having. Excessive alerts can create a home version of “alarm fatigue,” a well-described safety issue in healthcare where too many alarms reduce effective response. AHRQ’s overview explains the concept here: AHRQ PSNet. The most practical step is to ask the hospice team which notifications, if any, align with the care plan and your loved one’s baseline.

4. Can hospice staff use my wearable data?

   It depends on the hospice and the platform. Some teams may be willing to look at trends you share during a visit or call, while others may not have a workflow for integrating consumer wearable data. If your care plan includes formal remote monitoring through a clinical program, that monitoring is typically structured and interpreted by clinicians. If you want a plain-language explanation of what remote patient monitoring is in healthcare, CMS provides a helpful overview: CMS.

5. Is it okay to stop monitoring as death approaches?

   Yes. For many families, turning off monitoring is a relief, not a failure. Hospice care is built around comfort, and Medicare explains that hospice involves choosing comfort care rather than care aimed at curing the illness: Medicare. If a device increases anxiety, interrupts sleep, or distresses the patient, it may be working against the purpose of the care model. Your hospice team can help you decide what to watch for clinically as the body changes.

6. While we’re in hospice, should we also begin funeral planning and urn decisions?

   Many families find that gentle, early planning reduces later crisis stress. If cremation is likely, learning the basics can help you feel less overwhelmed when decisions arrive quickly. NFDA reports that cremation is the majority choice in the U.S., projected at 63.4% in 2025: National Funeral Directors Association. For practical next steps, Funeral.com’s Cremation Costs Breakdown and its collection of cremation urns for ashes are designed to guide families without pressure.