Buch, Englisch, Band 23, 252 Seiten, Paperback, Format (B × H): 155 mm x 235 mm, Gewicht: 400 g
Reihe: The Springer Series on Demographic Methods and Population Analysis
Concepts, Methods, Applications
Buch, Englisch, Band 23, 252 Seiten, Paperback, Format (B × H): 155 mm x 235 mm, Gewicht: 400 g
Reihe: The Springer Series on Demographic Methods and Population Analysis
ISBN: 978-90-481-8232-9
Verlag: Springer Netherlands
In population studies, most research is based on non-experimental designs (observational or survey designs) and rarely on quasi experiments or natural experiments. Using non-experimental designs to infer causal relationships—i.e. relationships that can ultimately inform policies or interventions—is a complex undertaking. Specifically, treatment effects can be inferred from non-experimental data with a counterfactual approach. In this counterfactual perspective, causal effects are defined as the difference between the potential outcome irrespective of whether or not an individual had received a certain treatment (or experienced a certain cause). The counterfactual approach to estimate effects of causes from quasi-experimental data or from observational studies was first proposed by Rubin in 1974 and further developed by James Heckman and others.
This book presents both theoretical contributions and empirical applications of the counterfactual approach to causal inference.
Zielgruppe
Research
Autoren/Hrsg.
Fachgebiete
- Sozialwissenschaften Soziologie | Soziale Arbeit Soziologie Allgemein Empirische Sozialforschung, Statistik
- Mathematik | Informatik Mathematik Stochastik Wahrscheinlichkeitsrechnung
- Mathematik | Informatik Mathematik Stochastik Mathematische Statistik
- Sozialwissenschaften Soziologie | Soziale Arbeit Soziologie Allgemein Demographie, Demoskopie
Weitere Infos & Material
Causal Analysis in Population Studies.- Issues in the Estimation of Causal Effects in Population Research, with an Application to the Effects of Teenage Childbearing.- Sequential Potential Outcome Models to Analyze the Effects of Fertility on Labor Market Outcomes.- Structural Modelling, Exogeneity, and Causality.- Causation as a Generative Process. The Elaboration of an Idea for the Social Sciences and an Application to an Analysis of an Interdependent Dynamic Social System.- Instrumental Variable Estimation for Duration Data.- Female Labour Participation with Concurrent Demographic Processes: An Estimation for Italy.- New Estimates on the Effect of Parental Separation on Child Health.- Assessing the Causal Effect of Childbearing on Household Income in Albania.- Causation and Its Discontents.