Gaps in Skilled Nursing Visits and Family-Reported Timely Help: A Provider-Level Repeated Cross-Sectional Study of Three U.S. CMS Releases

Hospice care is a specialized form of medical support designed for people nearing the end of their lives. Its goal is not to cure an illness, but to ensure that a patient's final days are spent in comfort, dignity, and according to their own wishes. This care extends beyond the patient to include their family, who often become the primary caregivers at home. These family members face a heavy burden: they must manage pain, administer medications, and recognize subtle changes in the patient's condition, all while navigating their own grief. Because the patient spends most of their time between professional visits, the family needs to know that if a crisis occurs—a sudden spike in pain or a breathing difficulty—they can reach a medical professional immediately. This concept of "timely help" is central to the quality of hospice care; it is the assurance that the team is accessible when the family needs them most, day or night.

For years, health officials have tried to measure how well hospice providers are doing. One common way to judge a provider is by looking at the average amount of time nurses spend with patients each day. If a provider reports that their nurses spend fifteen minutes a day on average with each patient, it suggests a good volume of care. However, this average number hides a crucial detail: it does not show how that time is distributed. A provider could have a high average because they visit every patient every day for a few minutes, or they could have the same average because they visit some patients for hours while leaving others without a visit for a week or more. The question researchers asked was whether this pattern of waiting—specifically, long stretches of time without a skilled nursing visit—matters to the families, even if the total amount of time spent by nurses looks the same on paper.

To find the answer, a team of researchers analyzed data from three separate releases of public records from the Centers for Medicare & Medicaid Services in the United States. These records covered thousands of hospice providers across the country. The researchers looked at two specific things for each provider. First, they calculated the "gaps" in care: the percentage of patients who stayed in hospice for at least thirty days and experienced a period of more than seven days without a skilled nursing visit. Second, they looked at survey scores from family caregivers, specifically the percentage of families who said the hospice team "always" provided timely help when they needed it. The researchers were careful to compare providers who had the same average amount of nursing time but different patterns of visit gaps. This allowed them to see if the timing of the visits, rather than just the total time, influenced how families felt about the care they received.

The study found a clear and consistent pattern across all three years of data. When two providers had the exact same average amount of nursing time, the one with more frequent long gaps between visits received lower scores for timely help. Specifically, providers where about two-thirds of patients experienced a gap of more than seven days had scores for "always timely help" that were nearly three percentage points lower than providers where only about one-third of patients had such gaps. This difference was not a small fluctuation; it was a steady trend that appeared in every dataset the researchers examined. At the same time, families at providers with more gaps were more likely to report that they "sometimes or never" received timely help. The researchers also checked if this problem was just a general sign of a poorly run organization that failed in every area. They found that while families at these providers were slightly less satisfied with other aspects of care, such as respectful treatment or emotional support, the drop in satisfaction was most severe when it came to getting help when needed. This suggests that the long gaps in visits specifically hurt the family's ability to feel connected to the team when a problem arose.

The researchers dug deeper to see if this was just a difference between different types of organizations or if it happened within the same organization over time. They tracked providers that appeared in all three data releases. They found that when a single provider's rate of long gaps increased, their score for timely help went down. Conversely, when the rate of gaps went down, the score went up. This confirmed that the issue was not just about which providers were generally "good" or "bad," but that the continuity of visits mattered for the experience of the families they served. The study also tested whether having more total nursing time could fix the problem. They found that even when a provider had a high average of nursing minutes, the negative effect of long gaps remained. In other words, having a lot of nursing time on average does not automatically make up for the stress caused by leaving a family alone for a week without a visit.

One might wonder if this problem only affects families caring for patients with specific diseases, such as cancer, where symptoms can change rapidly. The researchers checked this by looking at the mix of patients at each provider. They found that the link between long gaps and poor timely-help scores was the same regardless of whether the provider cared for mostly cancer patients or mostly patients with other conditions like dementia or heart disease. This indicates that the need for consistent contact is a universal requirement for hospice care, not just for one type of illness. The study also looked at whether the gaps caused the poor scores, or if poor management caused both the gaps and the low scores. By testing the timing of the data in different ways, they found that the association was strong in both directions. This suggests that long gaps are likely a visible sign of deeper organizational issues, such as staffing shortages, scheduling difficulties, or challenges in managing a large service area, rather than a simple cause-and-effect relationship where a missed visit automatically makes a family unhappy.

The findings offer a new way to look at the quality of hospice care. For a long time, the focus has been on the total volume of care provided. This study shows that the rhythm of that care is equally important. A provider might be delivering a high amount of nursing time, but if that time is clustered in a way that leaves families without support for extended periods, the families feel less supported. The researchers emphasize that these gaps do not always mean a mistake was made; sometimes a patient is stable, or they are in a hospital, or they simply do not want a visit. However, when these gaps become common across a provider's patient list, they serve as a warning signal. It suggests that the system for reaching the team is not working as well as it should.

Ultimately, this research provides a clearer picture of what families need. They need to know that the team is there, not just in terms of total minutes logged, but in terms of reliable, continuous presence. The study concludes that to truly understand the quality of hospice care, leaders must look at both the total amount of nursing time and the frequency of long gaps between visits. By monitoring both, providers can identify where their service is breaking down and ensure that families are never left waiting for help when they need it most. The data does not prove that fixing the gaps will automatically fix every problem, but it strongly suggests that the continuity of care is a vital part of the family's experience, one that cannot be replaced by a high average of nursing time alone.