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Smart Reasoning:

C&E

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Qaagi - Book of Why

Causes

Effects

by response process(passive) caused byself - selection bias

by non - participation(passive) caused bypotential selection bias

by losses to follow - up(passive) caused bypotential selection bias

by settlement(passive) caused bypotential selection bias

Therefore , these hospitals might differ in their willingness to improvecausingpotential selection bias

by women 's labor force participation(passive) caused bypotential selection bias

women 's labor force participation(passive) caused bypotential selection bias

However , there was likely to be little bias owing to the exclusion criteria used (might have ledto selection bias

Study Limitations One limitation in the design of the present study ... a non - randomized studymay have resultedin selection bias

First , this was a retrospective study with a relatively small cohort of patients at a single center ,potentially resultingin selection bias

limitations in the form that it was a single center - based studycould resultin selection bias

One limitation in the design of the present study ... a non - randomized studymay have resultedin selection bias

in other words , the respondents who chose to participate in the survey may be different from the overall population in a way that shifts the results of the surveycan leadto selection bias

Selection of patients from this population ... likelyto causeselection bias

One limitation was that we enrolled a small number of patients from a single center and performed retrospective analysiscould leadto selection bias

LIMITATIONS A major limitation of the study was convenience sampling of the subjectsleadingto selection bias

random sampling ... a representative sample , non - response and volunteer biasleadingto selection bias

when the regression analysis conditions on a common effect of exposure and outcomemay causeselection bias

the major limitation of this study ... its retrospective designcontributesto selection bias

the study participants ... random samplingcould leadto selection bias

One initial difference between the treatment and control schoolswould leadto selection bias

treatment choices ... units ( i.e. , the factors under study , such as persons , organizations , or anything else in the studyleadsto the selection bias

Therefore , because participants were not randomized the sample may not be representative of the populationcontributingto selection bias

convenience or limited sampling , ... ; non - representative sample and weak adaptation of instrument leading to social desirability biascould leadto selection bias

Any model selection methodcan causeselection bias

The retrospective nature of the majority of included studiesleadsto selection bias

the study population was hospital - basedleadsto selection bias

this study ... a retrospective analysismight leadto selection bias

by incomplete and potentially different participation rates of case and control volunteers(passive) caused byselection bias

Furthermore , the recruitment methods of cases and controls were differentmay have causedselection bias

Over time , the number of study participants decreasedmay have ledto selection bias

the selection procedure used(passive) is caused bySelection bias

the selection procedure used and is not due to the estimation method used(passive) is caused bySelection bias

losses to follow up and information bias caused by systematic misclassification of outcomes(passive) caused byselection bias

a retrospective design ... a single centercan leadto selection bias

retrospective studies ... analysismight leadto selection bias

retrospective studies for analysismight leadto selection bias

by the use of clinical instead of population samples(passive) caused bySelection bias

our study ... a single - centermight causeselection bias

the study ... a single centermay have causedselection bias

the outcome and conclusions of the studyto influencethe outcome and conclusions of the study

the resultsto influencethe results

an underestimation of riskto causean underestimation of risk

from site selection of patientsresultingfrom site selection of patients

results of these studiesmay have ... influencedresults of these studies

in patients at higher baseline risk ofmay have resultedin patients at higher baseline risk of

to some extentto have influencedto some extent

to the investigatorto have ledto the investigator

to differences in the patient populationsleadingto differences in the patient populations

the resultsmight have influencedthe results

resultsmay have influencedresults

from loss to follow - upresultingfrom loss to follow - up

in an overrepresentation of cases in the analysis sample relative to the general populationto resultin an overrepresentation of cases in the analysis sample relative to the general population

in time - invariant differences between both treatment groupsresultingin time - invariant differences between both treatment groups

to differences in patient characteristicsleadingto differences in patient characteristics

in patientsmay have resultedin patients

the general applicability of these findingsmay have influencedthe general applicability of these findings

the construction of the ICPs typologyto have influencedthe construction of the ICPs typology

downsizing effect on performance changeinfluencesdownsizing effect on performance change

those who had an injury experience to participate in the researchmay have promptedthose who had an injury experience to participate in the research

to lack of medication advantagecontributedto lack of medication advantage

apparent differences in survival in this trialmay causeapparent differences in survival in this trial

when the selection of subjects into a study or in a case - control study selection bias occurs when subjects for thecan resultwhen the selection of subjects into a study or in a case - control study selection bias occurs when subjects for the

to distortion of the observed effects in a study in relationship to the ' real ' effectmay leadto distortion of the observed effects in a study in relationship to the ' real ' effect

the results in genetic studies with small effect sizes of the risk allelesinfluencesthe results in genetic studies with small effect sizes of the risk alleles

to our findingscontributingto our findings

individual study resultsmay have influencedindividual study results

from using a population of individuals that are not representative of the population for which results and predictions are desiredresultsfrom using a population of individuals that are not representative of the population for which results and predictions are desired

to differences in outcomes among groupsmay contributeto differences in outcomes among groups

the effect(passive) to be caused bythe effect

when the procedures used to select a sample result in over representation or under representation of some significant aspect of the populationresultswhen the procedures used to select a sample result in over representation or under representation of some significant aspect of the population

to an underestimation of the treatment effect which influences generalizability of the resultsmay leadto an underestimation of the treatment effect which influences generalizability of the results

some members of a population to be less likely to be included than others , resulting in a biased samplecausessome members of a population to be less likely to be included than others , resulting in a biased sample

from the use of a subset of the overall study populationcan resultfrom the use of a subset of the overall study population

the results seen in this studymay also influencethe results seen in this study

the study resultsmay have influencedthe study results

to the study resultsmay have contributedto the study results

our study resultscould ... influenceour study results

the results of association studiescan influencethe results of association studies

from the selection and retention of the study populationresultsfrom the selection and retention of the study population

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Smart Reasoning:

C&E

See more*