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220 Cards in this Set

  • Front
  • Back
Why do we measure comparisons?

summarize relationships between exposure and disease by comparing at least two measures of disease frequency
two main options for comparison (2)


1. ratio of two measures of disease frequency


2. difference between two measures of disease frequency

rate/risk ratio (also called relative risk) definition

comparing disease occurrence among exposed with disease occurrence among comparison group (usually unexposed) in a ratio measure

formula for rate/risk ratio (relative risk)


(rate or risk in exposed group)/(rate or risk in unexposed group)




Rexp/Runexp

cumulative incidence formula

CIexp/CIunexp




[a/(a+b)]/[c/(c+d)]


incidence rate formula

IRexp/IRunexp




(a/person-time exp)/(c/person-time unexp)


what does calculating the rate/risk ratio (relative risk) tell you?

gives info on the relative effect of the exposure on the disease --> tells us how many times higher/lower the disease risk is among the exposed, compared to the unexposed

RR = 1.0

no association between exposure and disease

RR = 2.0

two times the risk of disease in the exposed as compared to the unexposed
RR = 1.6

1.6 times a risk of getting the disease in the exposed compared to the unexposed...or 60% increased risk of disease in the exposed
RR = 0.5

0.5 times or half the risk of disease in the exposed compared to the unexposed
what is a difference measure?

comparing disease occurrence among the exposed with the disease occurrence among the unexposed by subtracting one from the other

rate/risk difference formula (attributable risk/rate)


RD = (rate or risk of exp) - (rate or risk in unexp)




RD = Rexp - Runexp


Confidence interval difference formula


CIexp - CIunexp




[a/(a+b)] - [c/(c+d)]


Incidence rate difference formula


IRexp - IRunexp




(a/persontime of exp) - (c/person-time for unexp)


RD = 0

no association

what does the rate/risk difference (attributable risk) give info on? (3)


1. gives the absolute effect of exposure on disease occurrence


2. gives the excess disease risk in the exposed group compared to unexposed


3. gives the public health impact of an exposure...assuming exposure causes the disease, how much disease would be prevented if the exposure were removed

If RR for lung cancer = 14.0 vs. 1.6 for heart disease, AND RD for lung cancer = 130/100,000/yr vs. 256/100,000/yr, how do we interpret the results? (they surveyed those who smoke and don't smoke)

cigarette smoking is a much stronger risk factor for lung disease than for heart disease BUT the elimination of cigarettes would prevent far more deaths from heart disease than lung disease (# people impacted from heart disease is larger than for lung disease)

population risk/rate difference (PRD) definition

measures excess disease occurrence among the total population that is associated with the exposure.--> Helps evaluate which exposures are most relevant to the health of the population
two formulas for PRD


1. PRD = (RD)*(Pexp) --> Pexp = proportion of population that is exposed , RD = risk or rate difference


2. PRD = Rtotal - Runexp --> Rtotal = risk/rate in total population, Runexp = risk/rate among unexposed

if PRD = 85/100,000 for hypertension disease (non-fatal heart attack is the diagnosis/effect), interpret the results
If hypertension were eliminated, 85/100,000 cases of non-fatal heart attacks could be eliminated among the total population studied
cohort study definition
study where two or more groups of people are free of disease (differing in their exposure vs. unexposure) and are compared with respect to disease incidence
In a cohort study, can the researcher allocate exposure?

no...he must observe the relationship
Ranch hand study: exposed group

air force servicemen who sprayed agent orange in Vietnam war (1960's)
rand hand study: unexposed group
air force servicemen who flew other missions than the agent orange one during Vietnam war (1960's)
ranch hand study: outcome of interest

cancer, PTSD, adverse male mediated pregnancy outcomes

ranch hand study: hypothesis

discover if agent orange is not associated with the outcomes under study, then the outcome rates will be the same in both groups
randomization of treatments: for a cohort study

can't randomize in an observational study so we select a comparison group as alike as possible to the exposed group
pacebo use to reduce bias: for a cohort study

can't use placebo in observational study so must make groups as comparable as possible
blinding to avoid bias: for a cohort study

crucial to have follow-up rates and comparable ascertainment of outcomes in the exposed and comparison groups

timing of cohort study : retrospective

both the exposure and disease have occurred at the start of the study
timing of cohort study: prospective

exposure has occurred, disease has not occurred

timing of cohort study: ambi-directional

elements of both the exposure and disease have occurred, but not all of either
retrospective traits against prospective?

cheaper, faster --> efficient with a disease with long latency period --> exposure data may be inadequate

prospective traits against retrospective?

more expensive/time consuming --> not efficient with disease with long latency period --> better exposure and confounder data --> less vulnerable to bias
issues with cohort study design (8)


1. selection of exposed population


2. selection of unexposed group


3. the need to assemble special cohorts for rare exposures


4. assembling a general cohort that will facilitate accurate and complete data if disease is common


5. three possible source of comparison groups


6. Multiple sources of exposure info


7. multiple sources of outcome info


8. multiple approaches to follow-up



how do you select the exposed group? Give some examples (6)


depends on hypothesis and what's feasible


1. occupational groups


2. groups undergoing specific medical treatment


3. groups with unusual diet/life style


4. professional groups


5. students/ college alumni


6. geographically defined areas

give an example of a special cohort

rubber workers in Akron, OH --> exposed to benzene industrial solvent --> got cancer

give an example of a general cohort

Framingham Heart studies --. exposure was smoking and family history --> got heart disease, stroke, gout, etc

What's the principle in selecting the unexposed group?

you want unexposed to be as close as possible to the exposed group with respect to all factors except the exposure
counterfactual ideal: in selecting the unexposed group

the ideal comparison group consists of exactly the same individuals in the exposed group had they not been exposed

three possible sources of comparison group (3)


1. internal comparison: unexposed members of the same cohort


2. comparison cohort: a cohort who is not exposed from another similar population


3. general population data: use pre-existing data from the general pop. as basis for comparison

which of the three possible sources of comparison is the best?

depends on situation

Sources for exposure info? (3)


1. pre-existing records: data recorded before the disease occurrence (detail may or may not be adequate, some records are missing, don't contain info on confounders)


2. questionnaires, interviews (good but not routinely recorded and have potential for recall bias)


3. direct physical exams, tests, environmental monitoring

sources of outcome information (4)


1. death certificates


2. physician, hospital, health plan records


3. questionnaires


4. medical exams

why would you use blinding in a cohort study? what would it entail?

to ensure that there is comparable ascertainment of the outcome in both groups -->the people who are doing the experiment don't know those who are exposed and those who are unexposed
what does every cohort study require in order to ascertain the outcome data?
follow-up
follow-up definition

tracing or following all subjects from exposure into the future

what are resources utilized to conduct follow-up?

town lists, phone books, birth/death/marriage records, driver's license lists, hospital records, friends/family, etc

what is the weakness of follow-up?

time consuming


what's the problem if one loses a lot of follow-ups?




the validity of the study becomes doubtful

bias in cohort studies (3)


1. selection (healthy worker effect and loss to follow-up)


2. confounding


3. misclassifying

loss to follow-up definition

researcher loses contact with the participant resulting in the loss of data from that person
healthy worker effect

workers represent the exposed group and tend to be healthier than the general population

confounding bias

confounding factor (other factor) is associated with both the exposure and the outcome under study...needs to be controlled for/adjusted for or the data will be skewed

misclassification


distorts the strength of the rate/risk ratio


-if misclassification of outcome is related to exposure, then it's non-random


-if misclassification of outcome is not related to the exposure, then it's non-differential random


strengths of cohort study (3)


1. if retrospective, good for rare exposures (long induction/latent periods)


2. can evaluate multiple effects of an exposure


3. if prospective, good info on exposures, less vulnerable to bias, and a clear temporal relationship between the exposure and the disease


weaknesses of cohort study (3)


1. inefficient for rare outcomes


2. if retrospective, poor info on exposures and more vulnerable to bias


3. if prospective, expensive and time consuming, inefficient for diseases with long induction/latency periods



"TROHOC" studies

term originally given to case-control studies because their logic seemed backwards (to a cohort study) and they seemed more prone to bias --> no basis to this assumption
case-control study

method of sampling a population in which cases of the disease are identifies, and a sample of the population that produced the cases --> exposures are determined for individuals in each group

when would we want to conduct a case-control study? (5)


1. when exposure data are expensive or difficult to obtain


2. when the disease has a long induction/latent period


3. when the disease is rare


4. when little is known about the disease


5. when the underlying problem is dynamic

what kind of cases do we use in case-control?

ALWAYS use incident (new) cases
why do we always use "new" cases in case-control?


1. closer in time to causal agent


2. determinants of survival are excluded


3. reduced confusion between cause and effect of disease

what do the cases provide in a case-control?

the numerator to the rates of disease in exposed and unexposed

what do the controls provide in a case-control?

the denominator

case-control studies can be considered a ???? of a cohort study

more efficient form

purpose to the controls in the case-control

to estimate the exposure distribution in the source population that produced the cases
what are sources for finding controls?

random digit dialing, residence lists, drivers' license records

advantage of general population controls

assurance that they come from the same base population as the cases

disadvantage of the general population controls

time consuming, expensive, hard to contact and get cooperation, may remember the exposures differently than cases

recall bias in case-control

those with a health problem recall the exposure better
response bias in case-control

those who respond are different than those who don't

Berksonian bias

occurs when hospital controls are not from the same source as the cases
advantage of hospital controls (4)

1. same selection factors that led cases to hospital also led the controls to hospital


2. easy to identify and access


3. accuracy of exposure recall compared to those of cases since controls are also sick


4. more willing to participate bc they're bored

disadvantage of hospital controls (2)


1. may not accurately represent the exposure history in the population that produced the cases


2. hospital catchment areas may be different for different diseases

what illnesses make good hospital controls?

this that have no relation to the risk factors under study

special controls: who are they and when are they used?

friends, spouses, siblings, deceased people --> rarely used

The "would criterion"
if a member of a control group actually had the disease would he/she end up as a case in my study? answer should be yes!
test to analyze a case-control study

odds ratio

odds definition

the ratio of the probability of an event occurring to that of it not occuring

odds ratio formula

odds of exp being a case/odds of an unexp being a case




(a/b)/(c/d)

strengths of case-control (2)


1. efficient for rare diseases and diseases with long induction/latent period


2. can evaluate many risk factors for the same disease


weaknesses of case-control (4)


1. inefficient for rare exposures


2. vulnerable to bias because of retrospective nature of the study


3. may have poor information on exposure because retrospective


4. difficult to infer temporal relationship between exposure and disease


9 steps to a good epi analysis - see assign 7 and lecture 9 notes (no notecards)
N/A
Merriam-Webster's "cause" definition
something that brings about a result

Rothman's "cause" definition

an event, condition, or characteristic that without which, the disease would not have occurred (something that has to be there for the disease to occur)

Susser's "cause" definition

something that makes a difference

association is ??? to causation

not equal

5 things to consider when evaluating epi associations (5)

1. could the association be due to chance?


2. could the association be due to bias?


3. could the association be due to confounding?


4. how representative are the results?


5. does the association represent a cause/effect relationship?

characteristics of a cause (3)

1. temporality: the cause must precede the effect


2. cause can be either host or environmental factors


3. presence of a causative exposure (positive) or lack of a causative exposure (negative)

many times causes get confused with what?

risk factors (ex. location) sometimes it's looked at as a cause when really it's just a risk factor

divine retribution

theory of God's will: you did something wrong and so that's why you're sick...imbalance in body caused by air, water, land, stars, etc

miasma

disease transmitted by miasmas/clouds clinging to earth's surface

germ theory of disease and Henle-koch postulated

microbes must always be found with the disease...single agent --> single disease...one to one relationship between exposure and disease

web of causation

the idea of multiple causes contributing to a chronic disease

recent controversies about causation

causation cannot be established and causal criteria should be abandoned

timeline of causation theories (5)

1. divine retribution


2. miasma


3. germ theory


4. web of causation


5. controversy

creator of causal pies

KJ Rothman

causal pies: sufficient cause

the whole pie: set of conditions without any one of which the disease would not have occurred

causal pies: component cause

one piece of the pie: any one of the set of conditions which are necessary for the completion cause

causal pies: necessary cause

a component cause that is a member of every sufficient cause

attributes of the causal pies (4)

1. completion of sufficient cause means occurrence of disease


2. component causes can act far apart in time


3. a component cause can involve the presence/lack of a causative exposure


4. blocking the action of any component cause prevents the completion of the sufficient cause and therefore prevents the disease

Sir AB Hill (1965) causal "guidelines" (9)

1. strength of the association


2. consistency


3. specificity


4. temporality (cause before effect)


5. biological gradient


6. plausibility


7. coherence


8. experiment


9. analogy

what are sir AB Hill's causal guidelines?

guidelines to help determine if associations are causal

should Hill's viewpoints be used as "hard and fast rules"

no

strength of association

the larger the association, the more likely the exposure is causing the disease --> strong associations are more likely to be causal bc they're less likely to be due entirely to confounding or bias --> weak associations may be causal but it is harder to rule out confounding or bias

consistency

association is observed repeatedly in differing PPT --> replicating the association in different sample (with different studies) gives evidence of causation

specificity

a single exposure should cause a single disease (especially for infectious disease) --> it's presence DOES provide causality , but it's absence does not mean causation

temporality

causal factor must precede the disease in time

which one of Hill's guidelines does everyone agree with?

temporality

biological gradient

a dose-response relationship between exposure and disease --> some exposures have a "threshold" below which there are no adverse outcomes rather than a "dose-response"

plausibility/coherence

it just makes sense: association does not conflict with current knowledge, research, history, and biology

experiment

investigator-initiated intervention can modify the exposure (lessen it) and in turn lessen/remove the disease (good evidence of causation, but most studies are just observational)

analogy

has a similar relationship been observed with another exposure/disease?

what is a requirement for causality?

temporality

why do we perform clinical trials?

document effectiveness/safety of a new "therapy" to obtain FDA approval

characteristics of clinical trials?

focused on individuals, exposure is manipulated, tightly controlled, restricted bc only those that met the study criteria can participate

definition of "phases" of clinical trial and how many phases are there?

stage that occurs in drug development...there's 4 phases

clinical means...

human

pre-clinical means...

animals

T/F: pre-clinical studies must occur before clinical

true

phase 1

<100 healthy people --> gather data on safety, toxic effects, gross side effects

phase 2

100-200 sick people --> safety, side effects, proof of concept

phase 3

3K to 9K sick individuals --> 4 yrs --> safety, effectiveness, side effects, indications of use--> 5 diff doses

phase 4

marketplace --> safety and effectiveness --> general population with disease and off-label use

after drug is in stage 4, the company has to tract what?

adverse effects and outcomes

after drug is out, what happens is one sees it doing a different positive effect

they go back to phase 3 and do a new study for that new effect

strengths to animal studies (4)

1. few ethical issues


2. low costs


3. fast results


4. gives a "model"

weaknesses to animal studies (2)

1. results may not be applicable to humans


2. dosing amounts are different

ethical issues with clinical studies: historically

informed, voluntary consent must be obtained before study begins

ethical issues with clinical studies: control groups

all controls must be treated with same care and "treatment" as cases...they still get a placebo, it's just not the real drug

other considerations with clinical trial: study group

must be representative of the whole population

attrition

people dropping out of study is a worry, so figure out why they're dropping out...intent-to-treat

community trial strengths

ability to obtain direct, realistic estimates

community trial limitations

less control over study populations/randomization

screening tests goal

recognize a disease before the onset so we can have earlier intervention

screening tests strengths (4)

1. less expensive


2. quicker


3. less effort


4. less risk

screening tests limitations (2)

1. bias


2. reliability/validity of tests

screening

identification of unrecognized disease or defects by the application of tests, exams, other rapidly applied tests --> positive screens are followed by diagnostic tests to confirm actual disease

situations for screening tests/programs

social


scientific


ethical

social

health problem is important to community --> diagnostic follow-up and intervention is available when required --> favorable cost-benefit ratio --> public acceptance is high

scientific

history of the condition is understood --> prevalence of disease is high

ethical

program can alter the natural history of the condition in a significant proportion to those screened --> suitable, acceptable tests for screening and diagnosis of the condition as well as acceptable, effective prevention methods

when should a screen test NOT be performed?

when there's no treatment available


characteristics of a good screening test (5)

1. simple


2. rapid


3. inexpensive


4. safe


5. acceptable

evaluation of screening tests (2)

1. reliability: repeated measurements, consistency


2. validity: content accurate

reliability

precision: the ability of a measuring instrument to give consistent results

repeated measurement reliability

degree of consistency among repeated measurements of the same person on more than one occasion

internal consistency reliability

the degree of agreement or homogeneity within a questionnaire measure of an attitude, personal characteristic, psychologic attribute

interjudge reliability

reliability assessments derived from agreement among trained experts

validity

accuracy: the ability of a measuring instrument to give a true measure

relationship between reliability and validity

it's possible to be highly reliable and not valid --> it's not possible to be valid but not reliable

measurement bias

constant errors that are introduced by a faulty measuring device and tends to reduce the reliability of measurements

study screening calculations --> lecture 10b --> assign 8

NA

study age adjustment calculations --> lecture 11 --> assign 9

NA

charity reporting act of 1994

required for all not-for-profit hospitals --> makes sure that the needs of the community are being met


definition/purposes/attributes of community based health care (10)

1. dynamic process - changes based on the needs of the community


2. identify health problems and goals


3. establishes health priorities


4. facilitates collaborative action planning


5. improves community health status, quality of life, reduces overall healthcare costs


6. improve multiple sectors of the community


7. based on quantitative/qualitative population based health status/services data


8. emphasis on community ownership


9. develop community competence in IDing and responding to health problems and goals


10. prioritizes need to strategically plan

components of a community health assessment (6)

1. assemble existing data


2. assess quality of data among the data sets (there may be costs associated with this)


3. collect additional data: objective and subjective


4. identify and prioritize concerns


5. inventory resources


6. compare concerns with resources to ID unmet need and opportunities for collaborative effort (collaborate, don't compete)

objective data

medical records/lab tests

subjective data

surveys/focus groups/key informants (a leader in the community that has a unique knowledge about the community and what you are studying--> they may be helpful in pushing things through and answering Q's)

info needed for community based research (7)

1. good quality data (objective)


2. perceived needs


3. perceived barriers (planning for a data/project analysis mid program and allocating funds/gathering data at the beginning for the analysis)


4. attitudes (are people collaborative or confrontational?)


5. behaviors (are they easy or hard to change?)


6. knowledge


7. support/decision info



data concerns in community health based program (4)

1. cost per effort to obtain


2. quality (reliability/validity?)


3. population based/sampling scheme


4. standard measures

direct outcomes of community health assessment (6)

1. better understand the health status of the community


2. description of health indicators


3. identification of health concerns


4. prioritizing of health concerns - developing a strategic plan


5. matching resources with needs


6. recommendation of appropriate actions - evidence based decision making

indirect outcomes of community health assessment (4)

1. build alliances between/among agencies and facilities


2. foster community involvement


3. learn how to better measure health indicators


4. reputation as a community resource knowledge about community health problems/concerns

environmental hazard exposures (6)

1. chemical agents


2. electromagnetic radiation


3. ionizing radiation


4. heavy metals


5. air pollution


6. temperature increases from global warming

health effects attributed to environmental exposures (4)

1. cancer


2. infertility


3. reproductive/developmental impacts


4. infectious diseases (Malaria)

hazardous agents in the workplace (5)

1. ionizing radiation


2. infectious agents


3. toxic substances


4. drugs


5. carcinogenic agents

health effects attributed to hazardous agents in the workplace (5)

1. health risks for pregnant workers and unborn fetus


2. various lung diseases


3. dermatologic problems


4. bladder cancer among dye workers


5. leukemia among workers exposed to benzene

study designs in env. epi and what they do (3)

1. descriptive - provide info for IDing new problems and hypothesizing new risks


2. etiologic - shows exposure-effect relationships


3. retrospective cohort studies - studies the effects of occupational exposures

what does one use to collect exposure data in the work place?

employment records (personal ID info, demographics, work history, info about potent ion confounders)

healthy worker effect in relation to occupational exposure (hint: morbidity and mortality)

health worker effect may reduce the measure of effect for an exposure that increases morbidity or mortality

ecologic study designs do what?

measure the association between exposure with morbidity/mortality

case-control studies (pertaining to ecological studies)

provide more complete exposure data (against cross sectional) but precise exposure data may be difficult bc of confounding

env epi: dose-response curve

assess the effect of exposure...as dose goes up, effect should go up

env epi: threshold

lowest dos at which a response occurs

env epi: latency

time period between initial exposure and a measurable response

env epi: synergism

combined effect of several exposures is greater than sum of individual effects (2+2=5)

chemical agents

household cleaners, paints, pesticides, auto chemicals

what are acute toxicity effects of chemical agents?

skin irritation

what are chronic toxicity effects of chemical agents?

cancer

insecticides

kills insects

herbicides

kills plants (weeds)

rodenticides

kills rodents

four classes of insecticides

1. organophosphates


2. organocarbamates


3. pyrethroids


4. organochlorides

three examples of organochloride insecticides

1. DDT - toxic to wildlife


2. lindane - head lice treatment


3. chlordane


*all very persistent

asbestos

mineral fiber used in building materials associated with lung cancer


(used in insulation, ship building materials, construction, cars)

three toxic metals

1. arsenic


2. mercury


3. lead

mercury's uses

used to treat syphilis, agricultural fungicide, and in dental amalgams

what effects is mercury responsible for?

Minamata disease (mid 1950s) in Minamata, Japan --> neurological condition due to contaminated fish consumption

lead's uses

paints, gasoline

what effects is lead responsible for?

central nervous system effects (even at low levels), intelligence/development/behavior effects

during what years did children's elevated blood lead levels decline?

1988-2002

electron/magnetic fields include...

nonionizing radiation: power lines, microwaves, radios, ovens, stoves, clocks, cell phones

LA and swedish studies found an association between proximity to power lines and ....

cancer risk

US and norwegian studies found increased risk for .... among male electrical workers?

male breast cancer

ionizing radiation consists of...

high energy protons, neutrons, and particles (alpha/beta) --> electromagnetic energy in x-rays/gamma rays

ionizing radiation: natural sources

radon and cosmic rays--> radon is the cause of nearly 20% of U.S. lung cancers

ionizing radiation: synthetic sources

medical x-rays and nuclear generators

allergens

provoke an allergic reaction in those susceptible

physical and mechanical energy

agents associated with accidental injury/ unintentional injuries/ noise, vibration, temperature extremes

what is the leading cause of death within the age group 1-44?

accidental injuries

hazard surveillance (in the occupation)

ID and characterize the known chemical, physical, biologic agents

sentinel health event

case of unnecessary disease, disability, death --> the occurrence of it is a warning signal that the preventative actions and medical care needs improved

biologic hazards

hospital employees, sewage workers, agricultural workers are exposed to biohazards daily

mineral and organic dusts

coal dust (mining and black lung disease) and rubber dust (COPD)

vapors

organic solvents (benzene) can cause cancer and damage organs (especially the liver) --> drunken symptoms

exposure in the occupational setting is up to .....times ....than in the ambient environment

100 times higher

psychosocial aspects of occupational health

work overload (coronary heart disease), job stress, absence, and physical activity

a study found an association between work stress and what disease?

periodontal disease

community environmental health hazards (4)

1. hazardous waste sites


2. air pollution


3. nuclear facilities


4. drinking water

notorious waste sites (5)

1. love canal, NY


2. valley of the drums, KY


3. times beach, MO


4. string fellow acid pits, Ca


5. Casmalia waste disposal facility, Ca

what's the biggest concern with hazardous waste sites?

contaminated water supplies

air pollutants (4)

1. sulfur oxides


2. particulate matter


3. ozone


4. heavy metals



studies conducted in.... and....and....show a correlation between increased air pollution and....

NYC, St Louis, Tennessee --> increased air pollution and daily mortality

environmental tobacco smoke (ETS) --> second-hand smoke causes what?

reduced lung function --> 3,000 lung cancer deaths annually --> bronchitis, asthma, pneumonia

nuclear facilities include

weapon production, testing sites, and nuclear power plants

studies show that living in proximity to nuclear facilities shows results of what?

cancer

drinking water may be what?

may be contaminated from toxicants leaching into ground water

what helps clean drinking water? what does this decrease?

chlorination --> decreases new cases of GI disease

what toxicants are most present in drinking water?

lead, asbestos