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The epidemiological tool-box A ssociations – quantification using rate ratios, rate differences, odds ratios
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The association between quantity of salt sold and oesophageal cancer mortality in counties of Henan province, China Analytical epidemiology 1: Ecological Studies
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Prevalence of carriers of hepatitis B surface antigen
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Risk for cancer of the liver (cases/100000 population in areas of high risk for this cancer - sub Saharan Africa and eastern Asia
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Biases – information bias, selection bias Confounding – detection and control Determination of causation Effect Modification/ Interaction/Synergism The epidemiological tool-box
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Outcome Status absentpresent exposed Exposure Status not exposed 2*2 if only life were so simple…
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Design of a case-control study TIME direction of inquiry Population Cases with disease 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
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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 cancerCurrent smokerNon smoker Yes a (4,180) b (224) No c (45,820) d (39,776) # at beginning50,000 40,000 Total 90,000
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Relative risk: risk in exposed/risk in unexposed RR = a b = 0.084 .0056 = 14.9 a+c b+d Attributable risk = risk difference = excess risk in smokers = 0.084 - 0.0056 =.078 Cohort of British Doctors cont’d
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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 exposure x and outcome y differs by variable z
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Prevalence of Actinic keratosis in Israeli Dermatologic Patients with and without Psoriasis Psoriatics 409 (89%) 51 (11%) Controls 538 (73%) 200 (27%)
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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 Adjusted for ethnic origin, gender, age and degree of sun exposure Sometimes
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Formulating study question Gathering data Hypothesis testing Impact measures The epidemiological tool-box
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Judging the methodology Kappa statistic & Reliability Life Expectancy – survival analysis, life table analyses The epidemiological tool-box
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Measurement accuracy N = sample size Outcome Measures Proportional mortality/morbidity The epidemiological tool-box
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Quality of data (and/or life!) Randomization; Risk – incidence, types of incidence, incidence vs. prevalence, crude vs. disease-specific The epidemiological tool-box
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Standardization Time Trends Utility assessment Validity Weight of evidence The epidemiological tool-box
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X-axis Y-axis and plotting the data Z-score and statistical inference Ж - ????? The epidemiological tool-box
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Steps in Designing and Conducting an Epidemiologic Investigation You have made an observation based on descriptive cancer statistics…….
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Specify TOPIC and PURPOSE Determining what is KNOWN and UNKNOWN State the CASE FOR ACTION
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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, 1901-1954
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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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