2026-10-09T23:01:07Z https://api.figshare.com/v2/oai

oai:figshare.com:article/33942124 2026-09-19T11:39:46Z category_27061 category_24517 category_24808 item_type_3 month_year_09_2026

Bladder and prostate cancer burden in Asia, 1990–2023 (GBD 2023) hongwei xu (25075432) Major global burdens of disease Nephrology and urology Solid tumours bladder cancer prostate cancer Global Burden of Disease spatial epidemiology bivariate Moran's I health inequality Human Development Index mortality-to-incidence ratio convergence ecological analysis Asia reproducibility <pre><pre>This deposit contains the analysis code, the analysis-ready input data and all derived output tables and figures underlying the study "Co-occurring burden and divergent socioeconomic gradients of bladder and prostate cancer in 49 Asian countries and territories, 1990-2023: an ecological analysis of the Global Burden of Disease Study 2023". What the study does. Using the Global Burden of Disease Study 2023 estimates for adults aged 20 years and older, it asks whether bladder cancer and prostate cancer are concentrated in the same countries, whether their burden follows the same socioeconomic gradient, and whether the two are converging in burden over time. The analyses cover bivariate spatial co-occurrence with a local cluster typology, quadratic regression of burden on the Human Development Index with Fieller turning points and between-within decomposition, the mortality-to-incidence ratio as an accessibility proxy, sigma and beta convergence, and classification of the risk factors shared by the two cancers. Contents - code/ - nine Python scripts: eight analysis scripts, run in file-name order (quadratic HDI regression with Fieller turning points and between-within decomposition; rolling-origin out-of-sample validation of five forecasting models at 1- and 5-year horizons with projection to 2053; univariate and bivariate Moran's I under three spatial weight matrices with local bivariate LISA typology; mortality-to-incidence ratio and sigma/beta convergence; shared risk-factor classification; shared-exposure index; figure scripts), plus a helper that downloads the Natural Earth boundary layers if boundaries/ is empty. Every script resolves its paths relative to the deposit root and can be run from any location. - analysis_ready_inputs/ - the input data read by the scripts: age-standardized rates and counts for bladder and prostate cancer, adults aged 20 years and older, 1990-2023, aggregated to the 49-country and territory panel from the GBD 2023 results-tool downloads; the Human Development Index series; risk-factor rate ratios; country boundary layers. - boundaries/ - Natural Earth country boundaries (GeoJSON). - outputs/tables/ - the 23 derived tables (T1-T8) and the full analysis logs. - outputs/figures/ - the derived figures, in PNG and, where generated by matplotlib, in PDF. Reproducibility. Running the analysis scripts in file-name order regenerates every file in outputs/tables/ and outputs/figures/ with identical content each time. Permutation-based inference uses a fixed random seed (20260917), so the reported standard deviates and p-values of the Moran statistics are exactly reproducible. A README documents the software environment and the known caveats. Sources and attribution. GBD 2023 estimates were made available by the Institute for Health Metrics and Evaluation (https://ghdx.healthdata.org/gbd-2023); Human Development Index data by the United Nations Development Programme (https://hdr.undp.org); boundary data by Natural Earth (public domain). Users of this deposit should cite the GBD 2023 study and comply with the IHME terms of use. No population attributable fractions are reported in the accompanying article. The risk-factor rate ratios in this deposit are coefficients from country-level ecological regressions, expressed per one percentage point of summary exposure value; they are not relative risks in the individual-level sense. License: CC BY 4.0. Contact: Hongwei Xu, xu198652@outlook.com.</pre></pre> 2026-09-19T11:39:46Z Dataset Dataset 10.6084/m9.figshare.33942124.v1 https://figshare.com/articles/dataset/Bladder_and_prostate_cancer_burden_in_Asia_1990_2023_GBD_2023_/33942124 CC BY 4.0