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Early Return, Serious Escalation: A Five-Year Nationwide Retrospective Study of Emergency Department Safety Among Older Adults in Jordan

This five-year nationwide retrospective study in Jordan reveals that over a quarter of serious 72-hour emergency department returns among older adults are preventable, primarily due to inadequate safety-netting, premature discharge, and diagnostic errors, highlighting the need for automated EHR triggers to target quality improvement.

Original authors: Derar H. Abdel-Qader, Nadia Al Mazrouei, Eman Massad, Esra Taybeh, Abdullah Albassam, Reham Aljalamdeh, Nathir Obeidat, Rahaf S. Hussien, Lina I. Assi, Talal S. Hussien, Eiad Al-Refaai, Salahdein AbuR
Published 2026-09-16
📖 6 min read🧠 Deep dive

Original authors: Derar H. Abdel-Qader, Nadia Al Mazrouei, Eman Massad, Esra Taybeh, Abdullah Albassam, Reham Aljalamdeh, Nathir Obeidat, Rahaf S. Hussien, Lina I. Assi, Talal S. Hussien, Eiad Al-Refaai, Salahdein AbuRuz

Original paper licensed under CC BY 4.0 (https://creativecommons.org/licenses/by/4.0/). ✨ This is an AI-generated explanation of the paper below. It is not written or endorsed by the authors. For technical accuracy, refer to the original paper. Read full disclaimer

When an older adult leaves an emergency room, the journey home is often the most dangerous part of the trip. Doctors make critical decisions under immense pressure, sometimes with incomplete information about how a patient's illness will evolve. For many seniors, whose bodies may react to sickness in subtle or confusing ways, a discharge can feel like a safe conclusion, but it is actually a fragile transition. If a patient returns to the hospital just a day or two later, it is not always a sign that the first visit went wrong; sometimes, the disease simply progressed as expected. However, when a return happens quickly and leads to a much worse outcome, such as being admitted to a hospital ward or an intensive care unit, it signals that something in the initial care might have been missed. This is the core challenge of patient safety: distinguishing between the inevitable course of an illness and a mistake that could have been prevented.

In Jordan, a team of researchers set out to solve this puzzle on a national scale. They did not look at every single return visit, which would have included many routine check-ups or planned follow-ups that have nothing to do with safety errors. Instead, they focused on a specific, high-stakes group: older adults who left the emergency department, returned within three days, and then faced a serious medical escalation, such as being admitted to the hospital, undergoing surgery, or dying. By filtering for these severe outcomes, the researchers could cut through the noise of routine healthcare use to find the true safety signals. They analyzed millions of records from the country's centralized electronic health system, covering every emergency department visit for people aged sixty-five and older over a five-year period. Their goal was to see how often these serious returns happened, who was most at risk, and whether a closer look at the medical charts would reveal preventable errors.

The study began by tracking over 68,000 emergency department discharges for older adults. The researchers found that about one in four of these patients returned to the emergency room within seventy-two hours. While that number sounds high, it included many returns that were not necessarily dangerous. When they narrowed their focus to the "serious" returns—those that resulted in hospital admission, surgery, or death—the number dropped to about 5.6 percent of all discharges. These serious events happened very quickly; the median time between leaving the emergency room and returning was just over eight hours. This rapid turnaround suggested that for many of these patients, the initial assessment had missed a critical warning sign or the discharge plan was not robust enough to keep them safe at home.

To understand what went wrong, the researchers selected a random sample of 400 of these serious return cases for a deep, manual review by a team of medical experts. They looked at the original visit and the return visit side-by-side, asking a simple but difficult question: could this have been prevented? The experts found that in about 27 percent of these cases, the answer was yes. These were not just minor oversights; they were significant failures in the care process. The most common problem was inadequate safety-netting, which means the doctors did not give the patient or their family clear instructions on what to watch for or when to come back. In nearly a third of the preventable cases, the patient was sent home too soon, before their condition was stable. In another fifth of the cases, the diagnosis was either missed or delayed, meaning the underlying cause of the illness was not identified until it was too late.

The study also revealed who was most likely to face these serious returns. Men were more likely than women to return with a serious condition. Patients who had visited the emergency department many times before were at significantly higher risk, suggesting that a history of frequent visits is a better indicator of vulnerability than the number of chronic diseases a person has. Surprisingly, the severity of a patient's existing health conditions, as measured by standard medical scores, did not predict these returns as well as their history of using emergency services did. The type of facility where they were treated also mattered; patients discharged from primary health centers, which offer basic care, were more likely to return seriously than those from large general hospitals. Furthermore, the specific reason for the visit played a role; complaints related to the abdomen, digestive system, or urinary tract were more often linked to serious returns than other types of pain or symptoms.

The researchers were careful to note that a return to the emergency room is not proof of a mistake. In their review of the 400 cases, nearly half were deemed not preventable, meaning the patient's condition worsened despite the best possible care. This distinction is vital. If hospitals treat every return as a failure, they might start keeping patients in the emergency room longer than necessary, which can lead to overcrowding and other problems. The study suggests that the current way of measuring safety is too blunt. Instead of counting every return visit, health systems should use automated tools to flag only those rare cases where a quick return leads to a severe outcome. This approach allows doctors to focus their attention on the specific cases where a second look might have saved a life, rather than wasting resources on patients who simply needed more time to recover.

Ultimately, this nationwide study in Jordan provides a clear roadmap for improving safety without blaming individuals. It shows that while most returns are part of the natural course of illness, a significant portion of the most dangerous ones stem from gaps in communication, premature discharges, or missed diagnoses. By shifting the focus to these specific, severe outcomes, hospitals can build better safety nets for their most vulnerable patients. The data does not suggest that the emergency rooms are failing, but rather that the transition from the hospital to the home needs a more careful hand. For older adults, who often rely on clear instructions and timely follow-up, ensuring that this transition is safe could mean the difference between a full recovery and a life-threatening crisis. The study concludes that the key to the future lies in using technology to find these high-risk moments automatically, so that human expertise can be directed exactly where it is needed most.

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