ArticleThe journal of pain2022
The Geography of Pain in the United States and Canada.
Article in The journal of pain, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 12 papers.
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The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
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Who cites it
12 citing papers in PubMed.
- Predicting the course of high-impact chronic pain using machine learning algorithms.The journal of pain · 2026Article
- Article
- Chronic pain prevalence and trends in urban, suburban, and rural areas among American adults aged 55+, 1998-2022.Social science & medicine (1982) · 2025Article
- An application of matching algorithms to generalize small-area estimates of chronic pain prevalence to neighbourhoods across England.Journal of public health (Oxford, England) · 2025Article
- Is the relationship between chronic pain and mortality causal? A propensity score analysis.Pain · 2025Article
- Rural-urban residence and life expectancies with and without pain.Health & place · 2024Article
- Educational attainment, family background and the emergence of pain gradients in adulthood.Social science & medicine (1982) · 2024Article
- Geographical variation in high-impact chronic pain and psychological associations at the regional level: a multilevel analysis of a large-scale internet-based cross-sectional survey.Frontiers in public health · 2024Article
- Where does it hurt? Small area estimates and inequality in the prevalence of chronic pain.European journal of pain (London, England) · 2023Article
- Chronic Pain, Cannabis Legalization and Cannabis Use Disorder in Veterans Health Administration Patients, 2005 to 2019.medRxiv : the preprint server for health sciences · 2023Article
- Predictors of Multiwave Opioid Use Among Older American Adults.Innovation in aging · 2023Article
- Self-Reported Pain Treatment Practices Among U.S. and Canadian Adults: Findings From a Population Survey.Innovation in aging · 2023Article
Corrections and comments
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Authors and funding
3 authors.
Funding
Abstract
Pain epidemiologists have, thus far, devoted scant attention to geospatial analyses of pain. Both cross-national and, especially, subnational variation in pain have been understudied, even though geographic comparisons could shed light on social factors that increase or mitigate pain. This study presents the first comparative analysis of pain in the U.S. and Canada, comparing the countries in aggregate, while also analyzing variation across states and provinces. Analyses are based on cross-sectional data collected in 2020 from U.S. and Canadian adults 18 years and older (N = 4,113). The focal pain measure is a product of pain frequency and pain interference. We use decomposition and regression analyses to link socioeconomic characteristics and pain, and inverse-distance weighting spatial interpolation to map pain levels. We find significantly and substantially higher pain in the U.S. than in Canada. The difference is partly linked to Americans' worse economic conditions. Additionally, we find significant pain variability within the U.S. and Canada. U.S. states in the Deep South, Appalachia, and parts of the West stand out as pain 'hotspots' with particularly high pain levels. Overall, our findings identify areas with a high need for pain prevention and management; they also urge further scholarship on geographic factors as important covariates in population pain. PERSPECTIVE: This study documents the high pain burden in the U.S. versus Canada, and points to states in the Deep South, Appalachia, and parts of the West as having particularly high pain burden. The findings identify geographic areas with a high need for pain prevention and management.
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