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

Publication ,  Journal Article
Lentz, TA; Beneciuk, JM; George, SZ
Published in: BMC Health Serv Res
August 20, 2018

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 beyond a physical therapy episode for musculoskeletal pain. The purpose of this study was to determine predictors of pain-related healthcare utilization subsequent to an index episode of physical therapy for musculoskeletal pain. METHODS: This study assessed data from the Optimal Screening for Prediction of Referral and Outcome (OSPRO) longitudinal cohort study that recruited individuals with a primary complaint of neck, low back, knee or shoulder pain in physical therapy (n = 440). Demographics, health-related information, review of systems, comorbidity and pain-related psychological distress measures were collected at baseline evaluation. Baseline to 4-week changes in pain intensity, disability, and pain-related psychological distress were measured as treatment response variables. At 6-months and 1-year after baseline evaluation, individuals reported use of opioids, injection, surgery, diagnostic tests or imaging, and emergency room visits for their pain condition over the follow-up period. Separate prediction models were developed for any subsequent care and service-specific utilization. RESULTS: Subsequent pain-related healthcare utilization was reported by 43% (n = 106) of the study sample that completed the 12-month follow-up (n = 246). Baseline disability and 4-week change in pain intensity were important global predictors of subsequent healthcare utilization. Age, insurance status, comorbidity burden, baseline pain, and 4-week changes in pain intensity, disability and pain-related psychological distress predicted specific service utilization. CONCLUSION: In those completing follow up measures, risk of additional pain-related healthcare utilization after physical therapy was best predicted by baseline characteristics and 4-week treatment response variables for pain intensity, disability and pain-related psychological distress. These findings suggest treatment monitoring of specific response variables could enhance identification of those at risk for future healthcare utilization in addition to baseline assessment. Further study is required to determine how specific characteristics of the clinical encounter influence future utilization.

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Published In

BMC Health Serv Res

DOI

EISSN

1472-6963

Publication Date

August 20, 2018

Volume

18

Issue

1

Start / End Page

648

Location

England

Related Subject Headings

  • Young Adult
  • United States
  • Referral and Consultation
  • Physical Therapy Modalities
  • Patient Acceptance of Health Care
  • Pain Measurement
  • Outcome and Process Assessment, Health Care
  • Musculoskeletal Pain
  • Middle Aged
  • Male
 

Citation

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Lentz, T. A., Beneciuk, J. M., & George, S. Z. (2018). Prediction of healthcare utilization following an episode of physical therapy for musculoskeletal pain. BMC Health Serv Res, 18(1), 648. https://doi.org/10.1186/s12913-018-3470-6
Lentz, Trevor A., Jason M. Beneciuk, and Steven Z. George. “Prediction of healthcare utilization following an episode of physical therapy for musculoskeletal pain.BMC Health Serv Res 18, no. 1 (August 20, 2018): 648. https://doi.org/10.1186/s12913-018-3470-6.
Lentz TA, Beneciuk JM, George SZ. Prediction of healthcare utilization following an episode of physical therapy for musculoskeletal pain. BMC Health Serv Res. 2018 Aug 20;18(1):648.
Lentz, Trevor A., et al. “Prediction of healthcare utilization following an episode of physical therapy for musculoskeletal pain.BMC Health Serv Res, vol. 18, no. 1, Aug. 2018, p. 648. Pubmed, doi:10.1186/s12913-018-3470-6.
Lentz TA, Beneciuk JM, George SZ. Prediction of healthcare utilization following an episode of physical therapy for musculoskeletal pain. BMC Health Serv Res. 2018 Aug 20;18(1):648.
Journal cover image

Published In

BMC Health Serv Res

DOI

EISSN

1472-6963

Publication Date

August 20, 2018

Volume

18

Issue

1

Start / End Page

648

Location

England

Related Subject Headings

  • Young Adult
  • United States
  • Referral and Consultation
  • Physical Therapy Modalities
  • Patient Acceptance of Health Care
  • Pain Measurement
  • Outcome and Process Assessment, Health Care
  • Musculoskeletal Pain
  • Middle Aged
  • Male