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Estimation of Cancer Incidence Trends Adjusted for Changes in Screening and Detection Processes
Bastien Trächsel1, Valentin Rousson1, Jean-Luc Bulliard1
1Department of Epidemiology and Health Systems, Unisanté, Center for Primary Care and Public Health, University of Lausanne, Lausanne, Switzerland.
Estimating cancer incidence trends is challenging due to screening changes. This study introduces a novel method using a constrained Almon distributed lag model to adjust for these changes, improving accuracy for public health interventions.
Area of Science:
- Epidemiology
- Biostatistics
- Public Health
Background:
- Monitoring cancer incidence is crucial for evaluating public health interventions.
- Changes in screening and detection methods can distort observed cancer incidence trends.
- Accurate incidence data is vital for effective cancer control strategies.
Purpose of the Study:
- To develop and validate a new statistical method for estimating cancer incidence trends adjusted for screening changes.
- To provide a tool that does not require prior knowledge of cancer progression or detailed screening evolution.
- To apply the method to real-world data for breast cancer incidence estimation.
Main Methods:
- Utilized a constrained Almon distributed lag model for incidence trend estimation.
- Required only the registration of cancer stages (I-IV) at detection.
- Assumed stage distribution remains constant without screening practice changes.
Main Results:
- The proposed method successfully recovered true underlying cancer incidence in simulated data with various screening change scenarios.
- Applied to Geneva, Switzerland breast cancer registry data (1991-2016).
- Downwardly corrected observed breast cancer incidence following the introduction of an organized screening program.
Conclusions:
- The novel method provides a robust approach to estimating adjusted cancer incidence trends.
- This method offers a valuable tool for epidemiological research and public health policy, particularly when screening practices evolve.
- Accurate cancer incidence trend estimation is essential for assessing the impact of cancer control measures.
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