Assessing the impact of health-care access on the severity of low back pain by country: a case study within the GBD framework

Background The Global Burden of Diseases, Injuries, and Risk Factors Study (GBD) is key for policy making. Low back pain is the leading cause of disability in terms of years lived with disability (YLDs). Due to sparse data, a current limitation of GDB is that a uniform severity distribution is presumed based on 12-Item Short Form Health Survey scores derived from US Medical Expenditure Panel Surveys (MEPS). We present a novel approach to estimate the effect of exposure to health interventions on the severity of low back pain by country and over time. Methods We extracted treatment effects for ten low back pain interventions from the Cochrane Database, combining these with coverage data from the MEPS to estimate the hypothetical severity in the absence of treatment in the USA. Severity across countries was then graded using the Health Access and Quality Index, allowing estimates of averted and avoidable burden under various treatment scenarios. Findings We included 210 trials from 36 Cochrane systematic reviews in the network analysis. The pooled effect sizes (measured as a standardised mean difference) for the most effective intervention classes were -0<middle dot>460 (95% uncertainty interval -0<middle dot>606 to -0<middle dot>309) for a combination of psychological and physical interventions and -0<middle dot>366 (-0<middle dot>525 to -0<middle dot>207) for surgery. Globally, access to treatment averted an estimated 17<middle dot>6% (14<middle dot>8 to 23<middle dot>8) of the low back pain burden in 2020. If all countries had provided access to treatment at a level estimated for Iceland with the highest Health Access and Quality Index score, an extra 9<middle dot>1% (6<middle dot>4 to 11<middle dot>2) of the burden of low back pain could be avoided. Even with full coverage of optimal treatment, a large proportion (65<middle dot>9% [56<middle dot>9 to 70<middle dot>4]) of the low back pain burden is unavoidable. Interpretation This methodology fills an important shortcoming in the GBD by accounting for low back pain severity variations over time and between countries. Assumptions of unequal treatment access increased YLD estimates in resource-poor settings, with a modest decrease in countries with higher Health Access and Quality Index scores. Nonetheless, the large proportion of unavoidable burden indicates poor intervention efficacy. This method, applicable to other GBD conditions, provides policy makers with insights into health gains from improved treatment and underscores the importance of investing in research for new interventions.