Reliability and Validity of Momentary Pain and Disability Assessments for Lumbar Spine Surgery Patients
Javeed, S.; Yakdan, S.; Zhang, J.; Botterbush, K.; Benedict, B.; Arkam, F.; Molina, C. A.; Neuman, B.; Steinmetz, M.; Kelly, M. P.; Goodin, B. R.; Piccirillo, J. F.; Ray, W. Z.; Rodebaugh, T. L.; Frumkin, M. R.; Greenberg, J. K.
Show abstract
Study DesignProspective cohort study. ObjectiveTo evaluate the validity and reliability of ecological momentary assessments (EMAs) of pain and disability in patients undergoing lumbar spine surgery. Summary of Background DataPatient-reported outcome measures (PROMs) are used to evaluate disease severity and spine surgery outcomes. Traditional cross-sectional PROMs may be limited by recall-bias and inability to capture longitudinal symptom dynamics. Momentary symptom evaluations using brief mobile surveys (i.e., EMAs) can overcome these limitations by capturing symptom severity and its change over time in patients natural environments. MethodsAdults undergoing lumbar/thoracolumbar spine surgery completed EMAs five-times daily for approximately 3-weeks preoperatively to assess momentary pain and disability. Participants also completed traditional PROMs, including Patient-Reported Outcomes Measurement Information System (PROMIS) pain-intensity, pain-interference, and Oswestry Disability Index (ODI). Several analyses were performed to evaluate reliability of EMA items, composites, and summary metrics, their variability within-patients over time, construct-validity, and convergent-validity. ResultsA total of 123 patients, 46% males, and mean age 57-years (+/-13) were enrolled. EMA metrics demonstrated high item-reliability, composite-reliability, and temporal-stability of assessments over time. In validity analysis, EMA pain and disability showed strong correlation with PROMs, including PROMIS pain intensity, pain interference, and ODI. Nonetheless, there was substantial variability of EMAs in each severity category of PROMs. For example, among patients with high PROMIS pain-intensity, the average EMA pain score was 70 but ranged from 22 to 97 (+/-20). Several variables including sex, age, and ODI were associated with EMA symptom variability. In multivariable analysis, EMA pain and disability (mean, variability, and mean*variability interaction) explained substantial variability in PROMs. ConclusionMomentary assessments of symptom severity using EMAs is a valid and reliable approach to evaluate spine-related pain and disability in everyday life.
Matching journals
The top 1 journal accounts for 50% of the predicted probability mass.
Similar papers in this journal
- Convergent validity of a person-dependent definition of a low back pain flare 96%
- Beyond Black vs White: Racial/Ethnic Disparities in Chronic Pain including Hispanic, Asian, Native American, and Multiracial U.S. Adults 94%
- Cortical function and sensorimotor plasticity predict future low back pain after an acute episode: the UPWaRD prospective cohort study 93%
Similar papers in this journal
- The perception of individuals with low back pain regarding reassuring information: insights based on physiotherapists messages 96%
- Restoration of normal central pain processing following manual therapy in nonspecific chronic neck pain 94%
- Gender differences in PTSD severity and pain outcomes: baseline results from the LAMP trial 94%
Similar papers in this journal
Similar papers in this journal
- Pain Reduction by Inducing Sensory-Motor Adaptation in Complex Regional Pain Syndrome (CRPS PRISMA): Protocol for a Double-blind Randomized Controlled Trial 91%
- Audio-Visual Stimulation Therapy for Chronic Neuropathic Pain: A Sham-Controlled Randomized Clinical Trial 90%
- Smartphone Postural Sway and Pronator Drift tests as Measures of Neurological Disability 88%
Similar papers in this journal
- Predicting pain and function outcomes in people consulting with shoulder pain: The PANDA-S clinical cohort and qualitative study protocol (ISRCTN 46948079) 95%
- Guided relaxation-based virtual reality versus distraction-based virtual reality or passive control for postoperative pain management in children and adolescents undergoing Nuss repair of pectus excavatum: protocol for a prospective, randomized, controlled trial (FOREVR Peds trial) 94%
- Clinical And Cost-Effectiveness Of A Personalised Guided Consultation Versus Usual Physiotherapy Care In People Presenting With Shoulder Pain: A Protocol For The Panda-S Cluster Randomised Controlled Trial And Process Evaluation 93%
"Similar papers" are the closest papers from that journal in the model's embedding space. They show what the match is built on, but the ranking comes mostly from a classifier over the whole training set, not from these examples alone.