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Dictionary definition of ‘screen’
To sift passing through a ‘screen’ (sieve)
Screening in health involves
a) applying a screening test on a relatively large population to identity
Exposure to disease risk
unrecognised disease
complication of a disease
b) intervention/treatment
Screening women for alcohol intake to prevent breast cancer
Primary prevention
Breast cancer screening
Secondary prevention
Screening for bone density following chemotherapy for breast cancer
Tertiary prevention
Total population - eligible population (population without symptoms) - screening test (less expensive diagnostic test) - test negative =
Re-screen
(after a specified time period)
Screening test - eligible population (population without symptoms) - test positive =
Diagnostic test
Gold standard test
Often invasive, expensive (why cannot apply to whole population)
Diagnostic test - disease positive
Intervention or treatment
Diagnostic test - disease negative
Re-screen
(after a specified time period)
Screening criteria
Suitable disease
Suitable screening test
Suitable treatment
Suitable screening programme
Objective screening initiative
To improve health outcome (morbidity, mortality, and/or disability)
Suitable disease - an important public health problem
Relatively common
Relatively uncommon:
Early detection and intervention — better outcome
Suitable disease - knowledge of the natural history of the disease
Relationship between risk factor/s and condition is known
Disease is detectable at an early stage (disease marker)
Increased duration of pre-clinical phase (between early features of disease and clinical diagnosis) e.g. breast cancer, cervical cancer, diabetes - more time to screen and prevent disease
Suitable test
Reliable - provides consistent results
Safe
Affordable
Acceptable
Accuracy - the ability of a test to indicate which individuals have the disease and which do not
Sensitivity, specificity
Diagnostic test accuracy studies
Tests the accuracy of the screening test before it is included in a screening programme
The Gold standard (the diagnostic test) is in effect the ideal test
Colon cancer - colonoscopy
Screening test (or a less expensive diagnostic test)
colon cancer: faecal occult blood test (poo test)
True positives
Those who test positive for disease in the gold standard test and test positive for disease in the new screening test
False negatives
Those who test positive for disease in the gold standard test and test negative for disease in the new screening test
False positives
Those who test negative for disease in the gold standard test and test positive for disease in the new screening test
True negatives
Those who test negative for disease in the gold standard test and test negative for disease in the new screening test
Sensitivity
the likelihood of a positive in those with the disease
the ability of the test to identify correctly those who have the disease (a) from all individuals with the disease (a+c)
Sensitivity calculation
true positives/all with disease x 100
(percentage of those with disease that were actually detected to have disease in all cases)
Specificity
The likelihood of a negative test in those without the disease
The ability to identify correctly those who do not have the disease (d) from all individuals free from the disease
Specificity calculation
True negatives/all without disease x 100
(percentage of those detected to have no disease out of everyone with no disease
The sensitivity of a screening test is high if…
the proportion of true positives is high
The specificity is high if…
the proportion of true negatives is high
Sensitivity and specificity are a…
fixed characteristic of the test
Positive Predictive Value (PPV) calculation
True positive/All people with positive results (a+b) x 100
Negative Predictive Value (NPV) calculation
True negatives/All people with negative results (c+d) x 100
Positive Predictive Value (PPV)
The proportion who really have the disease of all people who test positive
The probability of having disease if the test is positive
Negative Predictive Value (NPV)
The proportion who are actually free of the disease of all people who test negative
The probability of not having the disease if the test is negative
PPV and NPV are…
not fixed characteristics of the test
PPV and NPV reflect…
both the test accuracy and prevalence of the disease
PPV = 5445/5490 × 100 = 99.2%
99% of this population who test positive will actually…
have HIV
NPV = 4455/4510 × 100 = 98.8%
~99% of this population who test negative will actually…
not have HIV
If prevalence is high
higher false negative test results
If prevalence is low
higher false positive test results
Suitable treatment
Evidence of early treatment leading to better outcomes
Effective, acceptable and accessible treatment
Evidence-based policies covering who should be offered treatment and the appropriate treatment to be offered
Suitable screening programme
Benefits must outweigh harm
RCT evidence that screening programme will result in:
Reduced mortality
Increased survival
Lead time bias
Length time bias
Adequate resourcing and agreed policy for testing, diagnosis. treatment and programme management
Cost effective
The healthcare system must be able to support all elements of the screening pathway
Needs to reach all those who are likely to benefit from it (specific initiatives for particular population groups)
Lead time bias
Apparent increase in life expectancy or lead time due to early screening - if diagnosed earlier, indiviudal may seem to have lived longer
Hence, if the screening programme is evaluated in terms of survival time, this may give a false impression of success
Length time bias
Screening identifies 2 patients with rapidly progressive diseases and 5 patients with slowly progressive disease
Calculating mean survival from screened patients gives an impression of longer average survival than occurs in the population
Longer times of survival until death and shorter time between onset and death - time not accurately represented
Suitable disease - breast cancer
NZ has one of the highest breast cancer rates in the world
Most common cancer among NZ women
2nd most common cause of cancer deaths among NZ women
Rates for Maori > non-Maori (125 new cases/100000 verses 27.4 new cases/100000)
Rates are also high for Pasifika women
Incidence increases with age many rises steeply from the age of 50
Suitable test - breast cancer
Screening mammogram
Detects breast lumps before it can be felt
Sensitivity 75-95%, specificity 90-95%
Suitable treatment - breast cancer
Surgical treatment and other forms of treatment
5-year survival rates - 95-100%
Suitable screening programme - breast cancer
BreastScreen Aotearoa
Women with positive tests are offered a diagnostic test or referred for specialist treatment
in NZ, screening reduces breast cancer mortality by 30% (50-65 yrs) and 45% (65-69 yrs)
Goal of improving screening participation rates for Maori and Pasifika women
10 year survival rates
screen detected Maori was 5.2% higher than NZ European