{"title":"Educational differences in cancer incidence, stage at time of diagnosis, and survival in Norway.","authors":"Kenz Al-Shather, Yngvar Nilssen, Inger Kristin Larsen, Erlend Hem, Berit Horn Bringedal","doi":"10.1007/s43999-025-00075-z","DOIUrl":null,"url":null,"abstract":"<p><strong>Aim: </strong>The study investigates differences in cancer incidence, stage, and survival between municipalities with varying levels of education in Norway. It replicates the design of a similar study conducted in Oslo to assess whether similar patterns are present nationwide.</p><p><strong>Method: </strong>We used aggregated data from the Cancer Registry of Norway (2014-2023) to calculate age-standardized incidence rates, stage at diagnosis, and five-year relative survival for colon, rectal, lung, melanoma, breast, and prostate cancer across municipalities. Municipalities were grouped by educational level (low, medium, high), and outcomes were compared.</p><p><strong>Results: </strong>The study included 191,213 cases. Age-standardized incidence rates (per 100,000 person-years) differed significantly by education for all cancer types except breast cancer (p = 0.70). Melanoma and breast cancer incidence was highest in high-education areas (melanoma: 45.2 vs. 36.9; breast: 135.6 vs. 120.3), while lung cancer was highest in low-education areas (64.4 vs. 56.3). Colon, rectal, and prostate showed smaller but significant differences (colon: 54.7 vs. 54.5, p < 0.001; rectal: 24.5 vs. 25.9, p < 0.001; prostate: 189.8 vs. 191.5, p < 0.001). Low-education areas had the highest proportion of distant metastases for most cancers, with significant variation for lung (p = 0.003) and prostate (p < 0.001). Mid- or high-education areas more often had localized disease, except melanoma. Low-education areas had lower five-year relative survival, significant only for breast cancer (p = 0.037).</p><p><strong>Conclusion: </strong>Cancer incidence, stage, and survival varied between municipalities grouped by inhabitants' educational level. Findings align with those of the Oslo study, highlighting consistent education-related disparities in cancer outcomes nationwide.</p>","PeriodicalId":520076,"journal":{"name":"Research in health services & regions","volume":"4 1","pages":"15"},"PeriodicalIF":0.0000,"publicationDate":"2025-10-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12491118/pdf/","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Research in health services & regions","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1007/s43999-025-00075-z","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 0
Abstract
Aim: The study investigates differences in cancer incidence, stage, and survival between municipalities with varying levels of education in Norway. It replicates the design of a similar study conducted in Oslo to assess whether similar patterns are present nationwide.
Method: We used aggregated data from the Cancer Registry of Norway (2014-2023) to calculate age-standardized incidence rates, stage at diagnosis, and five-year relative survival for colon, rectal, lung, melanoma, breast, and prostate cancer across municipalities. Municipalities were grouped by educational level (low, medium, high), and outcomes were compared.
Results: The study included 191,213 cases. Age-standardized incidence rates (per 100,000 person-years) differed significantly by education for all cancer types except breast cancer (p = 0.70). Melanoma and breast cancer incidence was highest in high-education areas (melanoma: 45.2 vs. 36.9; breast: 135.6 vs. 120.3), while lung cancer was highest in low-education areas (64.4 vs. 56.3). Colon, rectal, and prostate showed smaller but significant differences (colon: 54.7 vs. 54.5, p < 0.001; rectal: 24.5 vs. 25.9, p < 0.001; prostate: 189.8 vs. 191.5, p < 0.001). Low-education areas had the highest proportion of distant metastases for most cancers, with significant variation for lung (p = 0.003) and prostate (p < 0.001). Mid- or high-education areas more often had localized disease, except melanoma. Low-education areas had lower five-year relative survival, significant only for breast cancer (p = 0.037).
Conclusion: Cancer incidence, stage, and survival varied between municipalities grouped by inhabitants' educational level. Findings align with those of the Oslo study, highlighting consistent education-related disparities in cancer outcomes nationwide.