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The epidemiological tool-box
Associations – quantification using rate ratios, rate differences, odds ratios
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Analytical epidemiology 1: Ecological Studies
The association between quantity of salt sold and oesophageal cancer mortality in counties of Henan province, China
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Prevalence of carriers of hepatitis B surface antigen
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Risk for cancer of the liver (cases/ population in areas of high risk for this cancer - sub Saharan Africa and eastern Asia
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The epidemiological tool-box
Biases – information bias, selection bias Confounding – detection and control Determination of causation Effect Modification/ Interaction/Synergism
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2*2 if only life were so simple…
Outcome Status absent present exposed Exposure Status not exposed
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Design of a case-control study
TIME direction of inquiry Exposed Cases with disease Unexposed Population Controls without disease Exposed Unexposed
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Odds ratio and corresponding 95% confidence (stratified by age)
Analytical Studies 2: Case control study of Hepatitis C seropositivity and lymphoma Odds ratio and corresponding 95% confidence (stratified by age)
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Design of a cohort study
TIME direction of inquiry people exposed disease population without the no disease disease not exposed disease no disease “at risk”
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Analytical studies 3: Cohort of British Doctors
Death by lung cancer Current smoker Non smoker Yes a (4,180) b (224) No c (45,820) d (39,776) # at beginning 50, ,000 Total ,000
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Cohort of British Doctors cont’d
Relative risk: risk in exposed/risk in unexposed RR = a b = .0056 = 14.9 a+c b+d Attributable risk = risk difference = excess risk in smokers = = .078
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Analytical studies 3: Shanghai - cohort study 18,000 men-synergy (Qian G-S et al, Can Epid Biom. Prev 1194;33) Note: Aflatoxins measured by adducts, interview unreliable
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Effect Modification (or Interaction) is said to occur when the association between exposurex and outcomey differs by variablez
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Prevalence of Actinic keratosis in Israeli Dermatologic Patients with and without Psoriasis
51 (11%) 200 (27%) 538 (73%) 409 (89%) Psoriatics Controls
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What is actinic keratosis?
Rough scaly spots on sun-damaged skin Pre-cancerous (can give rise to Squamous cell caricnoma SCC) Found on nose, cheeks, upper lips, temples, forehead Common in fair-skinned people and those in outdoor occupations
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Adjusted odds ratios (OR) for solar keratosis by hair color comparing psoriatics and controls
Adjusted for ethnic origin, gender, age and degree of sun exposure
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Adjusted odds ratios (OR) for solar keratosis by propensity to sunburn comparing psoriatics and controls Sometimes Adjusted for ethnic origin, gender, age and degree of sun exposure
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The epidemiological tool-box
Formulating study question Gathering data Hypothesis testing Impact measures
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The epidemiological tool-box
Judging the methodology Kappa statistic & Reliability Life Expectancy – survival analysis, life table analyses
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The epidemiological tool-box
Measurement accuracy N = sample size Outcome Measures Proportional mortality/morbidity
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The epidemiological tool-box
Quality of data (and/or life!) Randomization; Risk – incidence, types of incidence, incidence vs. prevalence, crude vs. disease-specific
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The epidemiological tool-box
Standardization Time Trends Utility assessment Validity Weight of evidence
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The epidemiological tool-box
X-axis Y-axis and plotting the data Z-score and statistical inference Ж - ?????
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Steps in Designing and Conducting an Epidemiologic Investigation
You have made an observation based on descriptive cancer statistics……. Steps in Designing and Conducting an Epidemiologic Investigation
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Specify TOPIC and PURPOSE
Determining what is KNOWN and UNKNOWN State the CASE FOR ACTION
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- Enrico Fermi, Physicist, 1901-1954
Formulate STUDY OBJECTIVES Formulate HYPOTHESES “There are two possible outcomes: If the result confirms the hypothesis, then you've made a measurement. If the result is contrary to the hypothesis, then you've made a discovery” - Enrico Fermi, Physicist,
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Select appropriate STUDY DESIGN
Choose & define STUDY VARIABLES Define STUDY POPULATION & SELECTION TECHNIQUES Develop DATA COLLECTION TOOLS
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PRETEST developed instruments
TRAIN FIELD WORKERS CONDUCT/MONITOR FIELD WORK Prepare data for ANALYSIS ANALYSE the data
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WRITE-UP findings COMMUNICATE findings INCORPORATE results into health planning EVALUATE modified health program
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It is easier to investigate problems than to solve them.
BUT… It’s not so easy to study them either!
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