Two-wave panel analysis: Comparing statistical methods for studying the effects of transitions.
By D. Johnson. 2005
330 citations recorded by the source corpus.
Subfields: Gender Studies, Sociology and Political Science
View Paper: https://www.semanticscholar.org/paper/f4c49f17b94b9af747d4cc7526b575f8a737b578
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In Gender Studies
In Sociology and Political Science
Citations in the corpus
- Drug Use and Crime after Incarceration: The Role of Family Support and Family Conflict (2015, background): “Due to the significant skew in the data, continuous-level analysis change score modeling is inappropriate because the assumptions of heteroskedasticity are violated; even using natural logarithms and robust standard errors fail to capture any validity of this measure (Johnson, 2005).”
- Financial Disagreements and Marital Conflict Tactics (2011, positive): “Further, CS models automatically control any variance related to omitted variables that did not change between W1 and W2; they become the fixed effects estimator when only using two panels (Allison, 1994; Johnson, 2005).”
- Debt Change and Marital Satisfaction Change in Recently Married Couples (2008, methodology): “CS models were used because the research questions deal with within-person change and CS models evaluate only this within-person change (Allison, 1994; Johnson, 2005).”