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Updated: Sep 25, 2025

An Experimental Paradigm for the Prediction of Post-Operative Pain PPOP
Published on: January 27, 2010
Pain Plan Implementation Effect: Analysis of Postoperative Opioid Use, Hospital Length of Stay, and Clinic Resource
Sydney Rozenfeld1, Harjot Uppal, Kristin Hesselbach
1From the University of Wisconsin School of Medicine and Public Health (Rozenfeld, and Uppal), the University of Wisconsin-Madison School of Pharmacy (Hesselbach), the University of Wisconsin Hospitals and Clinics, Pharmacy (Ludwig), the Department of Biostatistics and Medical Informatics, University of Wisconsin School of Medicine and Public Health (Hetzel), and the Department of Orthopedics and Rehabilitation, University of Wisconsin School of Medicine and Public Health (Bice, and Williams).
Introduction:
The Pain Plan was developed collaboratively and implemented a unique systematic approach to reduce opioid usage in elective spine surgery.
Methods:
This was a retrospective cohort study comparing patients who underwent elective spine surgery before and after Pain Plan implementation. The Pain Plan was implemented on May 1, 2019. The experimental group comprised patients over the subsequent 1-year period with a Pain Plan (n = 319), and the control group comprised patients from the previous year without a Pain Plan (n = 385). Outcome variables include hospital length of stay (LOS), inpatient opioid use, outpatient opioid prescription quantities, number of clinic communication encounters, and communication encounter complexity. Patients were prospectively divided into three surgical invasiveness index subgroups representing small-magnitude, medium-magnitude, and large-magnitude spine surgeries.
Results:
There was a statistically significant decrease in hospital LOS ( P = 0.028), inpatient opioid use ( P = 0.001), and the average number of steps per communication encounter ( P = 0.010) for Pain Plan patients and a trend toward decreased outpatient opioid prescription quantities ( P = 0.052). No difference was observed in patient-reported pain scores. Statistically significant decreases in inpatient opioid use were seen in large-magnitude (50% reduction, P < 0.001) and medium-magnitude surgeries (49% reduction, P < 0.001). For small-magnitude surgeries, there was no difference (1.7% reduction, P = 0.99). The median LOS for large-magnitude surgeries decreased by 38% (20.5-hour decrease, P < 0.001) and decreased by 34% for medium-magnitude surgeries (17-hour difference, P = 0.055). For small-magnitude surgeries, there was no significant difference ( P = 0.734). Outpatient opioid prescription quantities were markedly decreased in small-magnitude surgeries only. The total number of communication encounters was not statistically significant in any group. However, the number of steps within a communication encounter was significantly decreased ( P = 0.010), and staff survey respondents reported more efficient and effective postoperative pain management for Pain Plan patients.
Discussion:
Pain Plan implementation markedly decreased hospital LOS, inpatient opioid use and outpatient opioid prescription quantities, and clinic resource utilization in elective spine surgery patients.
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