Neck pain service utilization and costs: association with timing of non-pharmaceutical services for individuals initially contacting a primary care provider. A retrospective cohort study
Elton, D.; Zhang, M.
Show abstract
BackgroundNeck pain (NP) is prevalent and costly. NP clinical practice guidelines are similar to those for low back pain (LBP), emphasizing non-pharmaceutical and non-interventional first-line approaches. Primary care providers (PCP) are frequently consulted by individuals with NP. ObjectiveExamine the association between guideline concordant incorporation of non-pharmaceutical therapies, use of imaging, pharmaceutical, and interventional services, and total episode cost for individuals with NP initially contacting a PCP. DesignRetrospective cohort study using identical methods to a previous LBP study Setting/PatientsNational sample of individuals with non-surgical NP occurring in 2017-2019. MeasurementsIndependent variables were initial contact with a PCP, and the timing of incorporation of 5 types of non-pharmaceutical therapies. Dependent measures included use of 13 types of health care services and total episode cost. Results70,252 PCPs were initially contacted by 124,780 individuals with 137,274 episodes of non-surgical NP. 30.9% of PCPs and 22.1% of episodes included at least one of five non-pharmaceutical services at any time during an episode. Active care (13.7% of episodes), manual therapy (10.8%), and chiropractic manipulative therapy (9.4%) were the most common non-pharmaceutical services. 7.4% of episodes included a non-pharmaceutical service during the first 7 days with these episodes associated with a modest reduction (risk ratio 0.28 to 0.78) in the use of prescription pharmaceuticals. Younger individuals from ZIP codes with higher adjusted gross income were more likely to receive a non-pharmaceutical service in the first 7 days of an episode. When included during an episode, non-pharmaceutical services were associated with an increase in total episode cost with the smallest increase associated with chiropractic and osteopathic manipulation. LimitationsAs a retrospective observational analysis of associations there are numerous potential confounders and limitations. ConclusionsNon-pharmaceutical services are infrequently provided to individuals with non-surgical NP initially contacting a PCP. For these individuals, non-pharmaceutical services, if provided, are most commonly introduced later in an episode after receiving pharmaceutical, imaging, and interventional services. For individuals with NP initially contacting a PCP there is an opportunity to increase the guideline concordant incorporation of non-pharmaceutical services early in an episode.
Matching journals
The top 6 journals account for 50% of the predicted probability mass.
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) 93%
- Doctors of chiropractic working with or within integrated health care delivery systems: a scoping review protocol 93%
- 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 in this journal
- UK osteopathic practice in 2019: a retrospective analysis of practice data 94%
- The perception of individuals with low back pain regarding reassuring information: insights based on physiotherapists messages 93%
- The economic burden of low back pain in KwaZulu-Natal, South Africa: a prevalence-based cost-of-illness analysis from the healthcare provider’s perspective 92%
Similar papers in this journal
- Trends and variation in unsafe prescribing of methotrexate: a cohort study in English NHS primary care. 90%
- Targeted encouragement of GP consultations for possible cancer symptoms: randomised controlled trial 90%
- Factors influencing focused practice: A qualitative study of resident and early-career family physician practice choices 90%
Similar papers in this journal
- Study Protocol: Prognostic Factors of High Healthcare Utilization Costs Among People with Spinal Disorders Using a Spine Registry Linked to Public Healthcare Data 92%
- Patterns of analgesic prescribing and high-risk prescribing in primary care in Ireland 2014-2022 – a repeated cross-sectional study 90%
- Advancing the prediction and understanding of placebo responses in chronic back pain using large language models 86%
Similar papers in this journal
- The Relationship between Continuity of Care with a Primary Care Provider and Duration of Work Disability in Workers with Low Back Pain: A Retrospective Cohort Study 94%
- Association between telecommuting environment and low back pain among Japanese telecommuting workers: A cross-sectional study 89%
- Association of Chronotype and Shiftwork with COVID-19 Infection 88%
"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.