{
  "abstract": "Introduction Prostate cancer testing is associated with both individual and area-level socioeconomic position (SEP), but the multilevel nature of this association is unclear and contribution of SEP to the spatial variation is unknown. This study investigated the association of widespread opportunistic prostate-specific antigen (PSA) testing with SEP measures and quantified the extent to which multilevel measures of SEP contributed to the observed spatial variation in PSA testing.Methods A population-based register study was conducted, encompassing 471 335 men aged 40 years and older without a prior prostate cancer diagnosis residing in the Stockholm region in 2016. We used hierarchical Bayesian logistic regression models with spatial random effects to estimate the associations between PSA testing and SEP measures.Results Men aged 70–79 in the highest income quartile had the highest proportion (35.2%, 95% CI 34.5% to 35.9%) of PSA testing in 2016. Adjusting for age and spatial variation, men with at least 12 years of education for having a PSA test had a 22% (95% CI 19% to 25%) higher odds compared with men with less than 9 years of education. For small area level variance in PSA testing, the highest proportion (42.0%) explained was seen for income.Conclusions The findings suggest a moderate association between opportunistic prostate cancer testing and SEP measures at the individual and area levels. The SEP measures at the individual and area levels substantially explained the spatial variation in PSA testing, where income was the strongest driver. Future strategies for prostate cancer testing should be aware of SEP differentials at both individual and area level to reduce socioeconomic inequities in incidence and mortality.",
  "authors": [
    {
      "affiliations": [
        "Department of Medical Epidemiology and Biostatistics, Karolinska Institutet, Stockholm, Sweden"
      ],
      "name": "Balram Rai"
    },
    {
      "affiliations": [
        "Department of Medical Epidemiology and Biostatistics, Karolinska Institutet, Stockholm, Sweden"
      ],
      "name": "Marta Rado"
    },
    {
      "affiliations": [
        "Department of Medical Epidemiology and Biostatistics, Karolinska Institutet, Stockholm, Sweden"
      ],
      "name": "Anna Sara Oberg"
    },
    {
      "affiliations": [
        "Department of Medical Epidemiology and Biostatistics, Karolinska Institutet, Stockholm, Sweden"
      ],
      "name": "Ralf Kuja-Halkola"
    },
    {
      "affiliations": [
        "Department of Medical Epidemiology and Biostatistics, Karolinska Institutet, Stockholm, Sweden"
      ],
      "name": "Mark S Clements"
    }
  ],
  "title": "Multilevel associations between prostate cancer testing and socioeconomic position: a population-based register study from Stockholm, Sweden",
  "uid": "906f042d-9458-53c5-bc1e-ed8e7343b3b7"
}