uu.seUppsala University Publications
Change search
CiteExportLink to record
Permanent link

Direct link
Cite
Citation style
  • apa
  • ieee
  • modern-language-association
  • vancouver
  • Other style
More styles
Language
  • de-DE
  • en-GB
  • en-US
  • fi-FI
  • nn-NO
  • nn-NB
  • sv-SE
  • Other locale
More languages
Output format
  • html
  • text
  • asciidoc
  • rtf
Exposure-dependent misclassification of exposure in interaction analyses.
Uppsala University, Disciplinary Domain of Medicine and Pharmacy. (Preventivmedicin)
1999 (English)In: Epidemiology, ISSN 1044-3983, E-ISSN 1531-5487, Vol. 10, no 5, 545-9 p.Article in journal (Refereed) Published
Abstract [en]

The objectives of this paper are to analyze the consequences of exposure misclassification on effect estimates in interaction analysis, and to develop a mathematical equation for the potentially biased estimate. The main point is to identify situations in which misclassification of the first exposure, dependent on the second exposure but independent on outcome status, leads to overestimation or underestimation of the interaction effect. We show that misclassification theoretically can cause overestimation of the interaction effect. Nevertheless, because the categories that yield overestimation due to misclassification are fewer than the categories that yield underestimation, and misclassification in reality mostly is multidimensional (more than one category are biased simultaneously), it is more likely that the effect of misclassification is underestimation rather than overestimation. Misclassification in the categories that lead to overestimation is compensated by misclassification in the categories that lead to underestimation. The magnitude of the biased estimate depends on the prevalences of the misclassified exposure, stratified for the second exposure and the outcome-the lower the prevalence, the smaller the bias.

Place, publisher, year, edition, pages
1999. Vol. 10, no 5, 545-9 p.
National Category
Medical and Health Sciences
Identifiers
URN: urn:nbn:se:uu:diva-170709PubMedID: 10468429OAI: oai:DiVA.org:uu-170709DiVA: diva2:509419
Available from: 2012-03-12 Created: 2012-03-12 Last updated: 2017-12-07

Open Access in DiVA

No full text

PubMed

Authority records BETA

Hallqvist, Johan

Search in DiVA

By author/editor
Hallqvist, Johan
By organisation
Disciplinary Domain of Medicine and Pharmacy
In the same journal
Epidemiology
Medical and Health Sciences

Search outside of DiVA

GoogleGoogle Scholar

pubmed
urn-nbn

Altmetric score

pubmed
urn-nbn
Total: 367 hits
CiteExportLink to record
Permanent link

Direct link
Cite
Citation style
  • apa
  • ieee
  • modern-language-association
  • vancouver
  • Other style
More styles
Language
  • de-DE
  • en-GB
  • en-US
  • fi-FI
  • nn-NO
  • nn-NB
  • sv-SE
  • Other locale
More languages
Output format
  • html
  • text
  • asciidoc
  • rtf