ArticlePain medicine (Malden, Mass.)2019
Prediction of Pain and Opioid Utilization in the Perioperative Period in Patients Undergoing Primary Knee Arthroplasty: Psychophysical and Psychosocial Factors.
Article in Pain medicine (Malden, Mass.), 2019. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 35 papers, 2 of them syntheses that pooled it.
What it found
Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.
The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.
Who cites it
35 citing papers in PubMed, 2 syntheses or guidelines pooled it, 70 citations in OpenAlex.
- Systematic Review of Methods for Individual Prediction of Postoperative Pain.Pain research & management · 2025Pooled it
- Association of Genetic Variants with Postsurgical Pain: A Systematic Review and Meta-analyses.Anesthesiology · 2023Pooled it
- Addition of Liposomal Bupivacaine to Standard Bupivacaine versus Standard Bupivacaine Alone in the Supraclavicular Brachial Plexus Block: A Randomized Controlled Trial.Anesthesiology · 2024Trial
- Brief Mindfulness-Based Cognitive Behavioral Therapy is Associated with Faster Recovery in Patients Undergoing Total Knee Arthroplasty: A Pilot Clinical Trial.Pain medicine (Malden, Mass.) · 2023Trial
- Trial
- Quantitative Sensory Testing Following Orthopedic Trauma: A Longitudinal Multisite Feasibility Study.The Clinical journal of pain · 2026Article
- Effect of Preoperative Pain Catastrophizing on Postpartum Depression and Chronic Postsurgical Pain After Cesarean Section: A Prospective Cohort Study.Journal of pain research · 2026Article
- Racial and Ethnic Differences in Postpartum Pain and Opioid Consumption after Cesarean Delivery.Journal of women's health (2002) · 2026Observational
- Acute Postoperative Pain in Orthopaedic Trauma and Non-Trauma Patients: An Analysis of the China Acute Postoperative Pain Study (CAPOPS).European journal of pain (London, England) · 2025Article
- Predictors of Supplemental Opioid Use After Third Molar Extraction.medRxiv : the preprint server for health sciences · 2025Article
- Recognizing pain phenotypes: biopsychosocial sources of variability in the transition to chronic postsurgical pain.Regional anesthesia and pain medicine · 2025Review
- Predicting Extent of Opioid Use Following Cardiac Surgery: A Pilot Study.Journal of cardiothoracic and vascular anesthesia · 2025Observational
- The relationship between emotion regulation and pain catastrophizing in patients with chronic pain.Pain medicine (Malden, Mass.) · 2024Article
- Central Sensitization: The Missing Link Between Psychological Distress and Poor Outcome Following Primary Total Knee Arthroplasty.The Journal of arthroplasty · 2024Article
- Observational
- Article
- Risk Factors for Acute Postsurgical Pain: A Narrative Review.Journal of pain research · 2024Review
- A random forest algorithm-based prediction model for moderate to severe acute postoperative pain after orthopedic surgery under general anesthesia.BMC anesthesiology · 2023Article
- Change in Pain During Physical Activity Following Total Knee Arthroplasty: Associations With Improved Physical Function and Decreased Situational Pain Catastrophizing.Innovation in aging · 2023Article
- Application of risk assessment tools to predict opioid usage after shoulder surgery.JSES international · 2022Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
11 authors at 3 institutions in 1 country.
Funding
Abstract
Objective: To identify factors associated with pain severity and opioid consumption in the early perioperative period. Design: Prospective observational cohort study. Setting: Tertiary academic medical center. Subjects: Patients with osteoarthritis older than age 45 years undergoing primary total knee replacement at Brigham and Women's Hospital. A total of 126 patients enrolled. Methods: Preoperatively, pain questionnaires and quantitative sensory testing were performed on patients to develop a psychosocial and psychophysical profile. Postoperatively, pain scores and opioid consumption were measured as primary end points. Univariate and multiple linear regression analyses were performed to determine the predictive value of these characteristics on perioperative pain scores and opioid consumption. Results: Regression analysis revealed several predictors of acute postoperative pain scores including temporal summation of pain (TSP; P = 0.001), body mass index (BMI; P = 0.044), number of previous knee surgeries (P = 0.006), and female gender (P = 0.023). Similarly, predictors of opioid utilization included TSP (P = 0.011), BMI (P = 0.02), age (P = <0.001), and tourniquet time (P = 0.003). Conclusions: The only significant, unique predictors of both pain and opioid consumption were TSP, an index of central pain facilitatory processes, and BMI. Interestingly, psychosocial factors, such as catastrophizing and somatization, although correlated with postoperative pain scores and opioid consumption, generally did not independently explain substantial variance in these measures. This study suggests that BMI and quantitative sensory testing, specifically the temporal summation of pain, may provide value in the preoperative assessment of patients undergoing total knee arthroplasty and other surgeries via predicting their level of risk for adverse pain outcomes.
Indexed as
Identifiers
What OpenQuestion holds
Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.