Difference between revisions of "Critical Limitations of Digital Epidemiology (Q4748)"

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(‎Created claim: concerns (P110): Coronadata (Q4138))
(‎Created claim: date (P100): June 2020)
 
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From a statistical and methodological perspective, the use of smart devices suffers from under-coverage and non response, which are rarely addressed by proponents of digital epidemiology. [..]. For COVID-19 surveillance, we recommend that instead of digital epidemiology, available routine data and random samples should be used
Property / quote: From a statistical and methodological perspective, the use of smart devices suffers from under-coverage and non response, which are rarely addressed by proponents of digital epidemiology. [..]. For COVID-19 surveillance, we recommend that instead of digital epidemiology, available routine data and random samples should be used / rank
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The main methodological problem is the selection process described. The sample of the population actually using the app will not be a random sample. It seems likely that especially subpopulations with a higher prevalence of undetected infections will have lower coverage rates by the apps:
Property / quote: The main methodological problem is the selection process described. The sample of the population actually using the app will not be a random sample. It seems likely that especially subpopulations with a higher prevalence of undetected infections will have lower coverage rates by the apps: / rank
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Older people, children, persons without smartphones due to lower-income and members of vulnerable populations.
Property / quote: Older people, children, persons without smartphones due to lower-income and members of vulnerable populations. / rank
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June 2020
Timestamp+2020-06-00T00:00:00Z
Timezone+00:00
CalendarGregorian
Precision1 month
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Latest revision as of 23:45, 10 February 2021

journal article from 'Survey Research Methods' published in 2020
Language Label Description Also known as
English
Critical Limitations of Digital Epidemiology
journal article from 'Survey Research Methods' published in 2020

    Statements

    0 references
    0 references
    From a statistical and methodological perspective, the use of smart devices suffers from under-coverage and non response, which are rarely addressed by proponents of digital epidemiology. [..]. For COVID-19 surveillance, we recommend that instead of digital epidemiology, available routine data and random samples should be used
    0 references
    The main methodological problem is the selection process described. The sample of the population actually using the app will not be a random sample. It seems likely that especially subpopulations with a higher prevalence of undetected infections will have lower coverage rates by the apps:
    0 references
    Older people, children, persons without smartphones due to lower-income and members of vulnerable populations.
    0 references
    June 2020
    0 references

    Identifiers