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Interaction Models: Specification and Interpretation: Methodological Tools in the Social Sciences

Autor William Roberts Clark, Matt Golder
en Limba Engleză Paperback – 30 oct 2023
The radical interdependence between humans who live together makes virtually all human behavior conditional. The behavior of individuals is conditional upon the expectations of those around them, and those expectations are conditional upon the rules (institutions) and norms (culture) constructed to monitor, reward, and punish different behaviors. As a result, nearly all hypotheses about humans are conditional – conditional upon the resources they possess, the institutions they inhabit, or the cultural practices that tell them how to behave. Interaction Models provides a stand-alone, accessible overview of how interaction models, which are frequently used across the social and natural sciences, capture the intuition behind conditional claims and context dependence. It also addresses the simple specification and interpretation errors that are, unfortunately, commonplace. By providing a comprehensive and unified introduction to the use and critical evaluation of interaction models, this book shows how they can be used to test theoretically-derived claims of conditionality.
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Specificații

ISBN-13: 9781108404082
ISBN-10: 1108404081
Pagini: 150
Dimensiuni: 229 x 154 x 41 mm
Greutate: 0.89 kg
Editura: Cambridge University Press
Colecția Cambridge University Press
Seria Methodological Tools in the Social Sciences

Locul publicării:New York, United States

Cuprins

1. Introduction; Part I. The Fundamentals: 2. Theories and their conditional implications; 3. Interaction model specification; 4. Interpreting quantities of interest: effects, predicted values and measures of uncertainty; 5. Three substantive applications: interpretation and presentation; Part II. More Complex Forms of Conditionality: 6. When we have more than one modifying variable; 7. When an independent variable interacts with itself; Part III. Interactions and Limited Dependent Variables: 8. Interactions and dichotomous dependent variables; 9. Interactions and ordered dependent variables; 10. Interactions and unordered dependent variables; Appendices.

Notă biografică


Descriere

A comprehensive and unified introduction to interaction models and how they can be used to test conditional claims.