Biostatistics and epidemiology
Screening: principles, lead-time and length bias, overdiagnosis, benefits and harms
Wilson-Jungner criteria, the four Australian cancer screening programs (including lung from July 2025), lead-time, length and overdiagnosis bias with worked numbers, and why only a mortality reduction in an RCT proves a screening test works.
Tier 2Medical sciences concept
Written with AI assistance and fact-checked against the sources below. For exam study, not clinical decisions. How notes are made
At a glance
- Screening tests asymptomatic people to find disease or risk earlier, when treatment works better. It differs from case-finding in someone with symptoms.
- Screening always harms some people (false positives, overdiagnosis, complications of work-up). A programme is justified only when benefit clearly exceeds harm at the population level.
- Survival from diagnosis is a misleading measure. Lead-time, length and overdiagnosis bias all inflate it. Only an RCT showing reduced mortality in the invited group proves benefit.
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Sources
- Population Based Screening FrameworkAU/NZAustralian Government Department of Health (Standing Committee on Screening), 2018
- National Lung Cancer Screening Program, how it worksAU/NZAustralian Government Department of Health, Disability and Ageing, 2025
- Bowel cancer screeningAU/NZCancer Council Australia
- Principles and practice of screening for disease (Public Health Papers 34)World Health Organization (Wilson and Jungner, 1968), 1968
- Reduced lung-cancer mortality with low-dose computed tomographic screening (NLST)New England Journal of Medicine (National Lung Screening Trial Research Team, 2011)
- Reduced lung-cancer mortality with volume CT screening in a randomized trial (NELSON)New England Journal of Medicine (de Koning et al., 2020)
- Overdiagnosis in cancerJournal of the National Cancer Institute (Welch and Black, 2010;102:605-13)
- Last updated
- 14 November 2026
What changed
- 14 November 2026 Personal emails, About story and Australian-style copy