Prediction of healthcare utilization following an episode of physical therapy for musculoskeletal pain

TA Lentz, JM Beneciuk, SZ George - BMC health services research, 2018 - Springer
Abstract Background In the United States, value-based purchasing has created the need for
healthcare systems to prospectively identify patients at risk for high healthcare utilization …

Factors associated with persistently high-cost health care utilization for musculoskeletal pain

TA Lentz, JS Harman, NM Marlow, JM Beneciuk… - PLoS …, 2019 - journals.plos.org
Background Musculoskeletal pain conditions incur high costs and produce significant
personal and public health consequences, including disability and opioid-related mortality …

Utility of catastrophizing, body symptom diagram score and history of opioid use to predict future health care utilization after a primary care visit for musculoskeletal …

DI Rhon, TA Lentz, SZ George - Family Practice, 2020 - academic.oup.com
Background Self-report information about pain and pain beliefs are often collected during
initial consultation for musculoskeletal pain. These data may provide utility beyond the initial …

[HTML][HTML] Predicting opioid use, increased health care utilization and high costs for musculoskeletal pain: what factors mediate pain intensity and disability?

TA Lentz, DI Rhon, SZ George - The Journal of Pain, 2020 - Elsevier
This study determined the predictive capabilities of pain intensity and disability on health
care utilization (number of condition-specific health care visits, incident, and chronic opioid …

Factors impacting physical therapy utilization for patients with nonspecific low back pain: retrospective analysis of a clinical data set

J Dolot, M Hyland, Q Shi, HY Kim, D Viola… - Physical …, 2020 - academic.oup.com
Objective Factors predicting physical therapy utilization for lower back pain (LBP) remain
unclear, limiting the development of value-based initiatives. The purpose of this study was to …

Trajectories of musculoskeletal healthcare utilization of people with chronic musculoskeletal pain–a population-based cohort study

S Mose, P Kent, A Smith, JH Andersen… - Clinical …, 2021 - Taylor & Francis
Background and Aim Chronic musculoskeletal pain is common and associated with more
general healthcare-seeking. However, musculoskeletal-related healthcare utilization is …

The association between the supply of select nonpharmacologic providers for pain and use of nonpharmacologic pain management services and initial opioid …

RN Karmali, AC Skinner, JG Trogdon… - Health services …, 2021 - Wiley Online Library
Objective To test the relationship between the supply of select nonpharmacologic providers
(physical therapy (PT) and mental health (MH)) and use of nonpharmacologic services …

Impact of out-of-pocket expenditure on physical therapy utilization for nonspecific low back pain: secondary analysis of the medical expenditure panel survey data

J Dolot, D Viola, Q Shi, M Hyland - Physical therapy, 2016 - academic.oup.com
Background Physical therapy decreases low back pain, improves function, and may lead to
decreased use of medical services. However, factors predicting physical therapy utilization …

Identifying patients who access musculoskeletal physical therapy: a retrospective cohort analysis

JA Sharpe, BI Martin, JM Fritz, MG Newman… - Family …, 2021 - academic.oup.com
Background Musculoskeletal conditions are common and cause high levels of disability and
costs. Physical therapy is recommended for many musculoskeletal conditions. Past research …

Physical therapy as the first point of care to treat low back pain: an instrumental variables approach to estimate impact on opioid prescription, health care utilization …

BK Frogner, K Harwood, CHA Andrilla… - Health services …, 2018 - Wiley Online Library
Objective To compare differences in opioid prescription, health care utilization, and costs
among patients with low back pain (LBP) who saw a physical therapist (PT) at the first point …