Caveat to these preliminary conclusions : CHMI ’s data collection methodology and relationships with partner organizations in specific countriesmay resultin data collection biases
a double - blinded studymay causesome bias in the data collection
By helping with experiments , they will learn the skills of designing and implementing controlled , large - scale experiments ( e.g. , what kinds of controls should be implementedto preventbiases during data collection
Separation of data gathering from data analysisto preventbias from corrupting the data collection
the purposive sampling method used in the earlier studymight have createdsome bias in data collection
Retrospective nature of these studiesmight also contributeto biases in data collection
actionsto preventbiases in data collection
decisions ... in turncreatesbiased data collection
data ... checklistmay causebias in data collection
Data collectorsTo preventbias in data collection
the processesinfluencingthe bias behind data collection
the geographic and temporal cover provided by citizen scientists is unregulatedcan resultin data collection bias
faulty survey ... measurement scalescreatebias in the data collected
faulty survey ... the use of measurement scalescreatebias in the data collected
Furthermore , CHMI ’s focus on private care delivery and its relationships with partner organizations in specific countriesmay have resultedin data collection biases
The outcome assessor would also be blindedto preventany bias in data collection
The data collection staff remained blind to the allocationto preventbias in data collection
The analysis of smartphones apps ... laptopsmay causebias in data collection
what steps were takento preventbias in the collection of data
which could helpto discoverbias in the data collection process
many waysto createbias in data
retrospective datapossibly leadingto data collection bias
Attempts in the pasthave ledto bias in data collection
evaluating all teethto preventany bias in data collection
Also , for completers , the daily monitoring may become burdensomecan causea bias in the data collection
Measuresto preventbias during the data collection
to specifically address the matter of obesity as a risk factor of drug - induced cardiotoxicitythus leadingto a possible bias in data collection
the increased use of prescribed medications in mothers of children with ASDmay have resultedfrom a bias in data collection
to an erroneous conclusion.[24ledto an erroneous conclusion.[24
to biased datasets , which in turn produces biased algorithms that invent biased results and solutionsleadsto biased datasets , which in turn produces biased algorithms that invent biased results and solutions
to the incorrect resultsledto the incorrect results
from lower usage of digital tools by some population segmentsresultfrom lower usage of digital tools by some population segments
This distribution shift(passive) is typically caused byThis distribution shift
from : survey questions that are constructed with a particular slantcan resultfrom : survey questions that are constructed with a particular slant
the rise of ISIScausingthe rise of ISIS
to analytic models and artificial intelligence ( AI ) algorithms that are effective for only those advantaged populationscould leadto analytic models and artificial intelligence ( AI ) algorithms that are effective for only those advantaged populations
to models with low error ratescan leadto models with low error rates
to biased interpretation of the treatment effectmay leadto biased interpretation of the treatment effect
systems(passive) most commonly caused bysystems
bias in decisions about whether or not a patient has had an outcome of interest Data analystsTo preventbias in decisions about whether or not a patient has had an outcome of interest Data analysts