Literaturnachweis - Detailanzeige
Autor/inn/en | Karlson, Kristian Bernt; Popham, Frank; Holm, Anders |
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Titel | Marginal and Conditional Confounding Using Logits |
Quelle | In: Sociological Methods & Research, 52 (2023) 4, S.1765-1784 (20 Seiten)
PDF als Volltext |
Zusatzinformation | ORCID (Karlson, Kristian Bernt) ORCID (Popham, Frank) ORCID (Holm, Anders) |
Sprache | englisch |
Dokumenttyp | gedruckt; online; Zeitschriftenaufsatz |
ISSN | 0049-1241 |
DOI | 10.1177/0049124121995548 |
Schlagwörter | Statistical Analysis; Probability; Standards; Mediation Theory; Weighted Scores |
Abstract | This article presents two ways of quantifying confounding using logistic response models for binary outcomes. Drawing on the distinction between marginal and conditional odds ratios in statistics, we define two corresponding measures of confounding (marginal and conditional) that can be recovered from a simple standardization approach. We investigate when marginal and conditional confounding may differ, outline why the method by Karlson, Holm, and Breen recovers conditional confounding under a "no interaction"-assumption, and suggest that researchers may measure marginal confounding by using inverse probability weighting. We provide two empirical examples that illustrate our standardization approach. (As Provided). |
Anmerkungen | SAGE Publications. 2455 Teller Road, Thousand Oaks, CA 91320. Tel: 800-818-7243; Tel: 805-499-9774; Fax: 800-583-2665; e-mail: journals@sagepub.com; Web site: https://sagepub.com |
Erfasst von | ERIC (Education Resources Information Center), Washington, DC |
Update | 2024/1/01 |