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Reducing Severe Postoperative Pain as a Health System Quality Indicator: Implementation of a Closed-loop Monitoring System

This study demonstrates that implementing a closed-loop monitoring system using a "Days with Severe Pain" metric at a large tertiary hospital significantly reduced postoperative severe pain rates and facilitated a shift toward multimodal, opioid-sparing analgesia.

Original authors: Chengmei Shi, Wenyi fan Fan, Binlong Li, Jie Kong, Zhenyu Ren, Mao Xu

Published 2026-08-12
📖 6 min read🧠 Deep dive

Original authors: Chengmei Shi, Wenyi fan Fan, Binlong Li, Jie Kong, Zhenyu Ren, Mao Xu

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

Imagine a hospital not just as a place where doctors fix broken bones or remove bad tissue, but as a giant, bustling orchestra. For a long time, the goal was simply to make sure the music didn't stop—patients survived their surgeries. But recently, musicians and conductors alike realized that surviving isn't enough; the music needs to sound good, too. In the world of surgery, that "good sound" is how a patient feels after the operation, specifically their pain.

For years, the standard way to check the music was to ask the patient, "On a scale of 1 to 10, how much does it hurt?" This is called the Numerical Rating Scale (NRS). It's like asking a singer, "How loud are you?" But here's the problem: just because a singer says they are loud doesn't mean the whole orchestra is in tune. Many hospitals were asking the question but weren't actually using the answers to fix the music. They were collecting the notes but not writing a new song. This study dives into a specific corner of health science called "health services research," which is basically the study of how to make hospitals run better, not just how to perform better surgeries. The big idea here is that if you want to stop severe pain, you can't just rely on a doctor's gut feeling; you need a system that tracks the pain like a scoreboard, spots the trouble spots, and forces the team to change their tune.


The Great Pain Scoreboard Experiment

So, how do you stop a hospital from ignoring the pain? The team at Peking University Third Hospital decided to build a "closed-loop" monitoring system. Think of this like a smart thermostat for pain. Usually, a thermostat just measures the temperature and maybe turns on the heat if it's cold. But a closed-loop system is smarter: it measures the temperature, tells the heating system exactly what to do, checks if the room got warmer, and then reports back to the manager if the room is still freezing.

In this study, the "temperature" was severe pain. The researchers created a new metric called Days with Severe Pain (DSP). They defined a "DSP day" as any single day where a patient reported a pain score of 7 or higher on that 1-to-10 scale. Instead of just looking at one patient, they looked at the whole hospital, calculating a "DSP Ratio." This is like counting how many days out of every 1,000 hospital days were spent in severe pain.

The Setup
Starting in August 2022, the hospital rolled out a strict new rule across 10 surgical departments (like Orthopedics, Sports Medicine, and General Surgery). Nurses had to ask every surgical patient for their pain score on the day of surgery and for the next three days. This data was fed into a computer system that calculated the DSP ratio every month.

Here is where the "closed-loop" magic happened. Every month, the hospital administration handed a report to the department leaders. It wasn't just a list of numbers; it was a "report card." If a department had a high pain ratio, the report said, "Hey, your room is too cold; fix it." The Pharmacy team also stepped in, acting like the orchestra's instrument repair crew. They showed the doctors how much painkiller they were using and encouraged them to use more non-opioid drugs (like NSAIDs) and fewer strong opioids (like morphine), aiming for a "multimodal" approach—using a mix of different tools to stop pain rather than just one heavy hammer.

The Results: Turning Down the Volume
The experiment ran for one year, analyzing data from over 733,000 patient-days. The results were like watching a noisy room suddenly go quiet.

  • The Big Drop: Before the system was fully working, the hospital-wide DSP ratio was 6.93‰ (meaning about 7 severe pain days for every 1,000 patient days). By July 2023, that number had plummeted to 2.475‰. That is a 64% reduction in severe pain days.
  • The Timing: The biggest improvements happened right when they were needed most. On the day of surgery, severe pain days dropped from 230 to 64. On the first day after surgery, they fell from 147 to 57.
  • The Medicine Shift: The team also saw a change in the "ingredients" used to treat pain. The use of NSAIDs (non-opioid pain relievers) went up by 23% (from 1.81 to 2.23 DDDs per person per day). Meanwhile, the use of opioids (strong painkillers) went down by 15% (from 11.04 mg to 9.41 mg of oral morphine equivalents per person per day). This suggests the hospital successfully shifted toward using a mix of lighter tools instead of relying so heavily on heavy-duty drugs.

Who Was Still Hurting?
Even with the improvements, the scoreboard showed who was still struggling. The "hot spots" for pain were:

  • Sports Medicine and Orthopedics: These departments had the highest pain ratios, likely because moving a broken bone or a repaired joint is incredibly painful.
  • Specific Surgeries: Shoulder joint surgery, thoracic spine surgery, and hip surgery had the highest DSP ratios.
  • Demographics: Interestingly, male patients and those under 20 years old had higher rates of severe pain days compared to others.

What the System Didn't Do (and What It Didn't Prove)
It's important to know what this study didn't do. The authors are careful to say they didn't prove that the scoreboard caused the pain to go away in a strict scientific sense. Because they changed the pain monitoring and the drug guidelines at the same time, they can't say for sure if the scoreboard alone did it, or if the new drug rules did it, or if the doctors just got better at their jobs because they were being watched. It's like saying, "We fixed the engine and changed the oil, and the car runs faster," without knowing exactly which part did the heavy lifting.

Also, this was a single hospital study. While the results look great, the authors suggest that other hospitals might need to tweak the system to fit their own "orchestras." They also noted that they didn't measure how well patients could move or function after surgery, only how much they hurt. Future studies might need to add those pieces to the puzzle.

The Takeaway
This paper suggests that when you treat pain management like a data-driven quality project—measuring it, reporting it, and holding teams accountable—you can make a massive difference. By turning pain scores into a scoreboard that everyone can see, the hospital managed to slash severe pain days by nearly two-thirds and move away from relying too heavily on strong opioids. It's a reminder that sometimes, the best way to heal a patient isn't just a new drug, but a better system for paying attention to the ones who are hurting.

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