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    1. Samhälle och politik
    2. Samhälle och kultur
    3. Kultur och medier
    4. Referensverk och tvärvetenskap

    Research Design in the Social Sciences

    Declaration, Diagnosis, and Redesign

    AvGraeme Blair,Alexander Coppock

    Häftad, Engelska, 2023

    495 kr

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    Beskrivning

    A state-of-the-art approach to evaluating research design for students and scholars across the social sciencesAssessing the properties of research designs before implementing them can be tricky for even the most seasoned researchers. This book provides a powerful framework—Model, Inquiry, Data Strategy, and Answer Strategy, or MIDA—for describing any empirical research design in the social sciences. MIDA enables you to characterize the key analytic features of observational and experimental designs, qualitative and quantitative designs, and descriptive and causal designs. An accompanying algorithm lets you declare designs in the MIDA framework, diagnose properties such as bias and precision, and redesign features like sampling, assignment, measurement, and estimation procedures. Research Design in the Social Sciences is an essential tool kit for the entire life of a research project, from planning and realization of design to the integration of your results into the scientific literature.A must-have resource for current and future researchers who want to learn about the properties of their designs before they implement themIncludes a library of the most common designs in the social sciencesProvides a complete declaration of the canonical design for each library entry, describes the circumstances under which the design can be strong or weak, and explores the consequences of the choices under the research designer’s controlAccompanied by online resources that can be used in conjunction with the bookAn ideal textbook for graduate students and advanced undergraduates

    Produktinformation

    • Utgivningsdatum:2023-08-22
    • Mått:178 x 254 x 25 mm
    • Vikt:975 g
    • Format:Häftad
    • Språk:Engelska
    • Antal sidor:392
    • Förlag:Princeton University Press
    • ISBN:9780691199573

    Utforska kategorier

    • Referensverk och tvärvetenskap inom Samhälle och politik
    • Sociologi inom Samhälle och politik
    • Statsvetenskap och politisk teori inom Samhälle och politik

    Mer om författaren

    Graeme Blair is associate professor of political science at the University of California, Los Angeles. Alexander Coppock is associate professor of political science at Yale University. Macartan Humphreys is professor of political science at Columbia University and director of the Institutions and Political Inequality group at the WZB Berlin Social Science Center.

    Recensioner i media

    "Winner of the Best Book Award, Experiments Section of the American Political Science Association"

    Innehållsförteckning

    • AcknowledgementsPart I Introduction1 Preamble1.1 How to Read This Book1.2 How to Work This Book1.3 What This Book Will Not Do2 What Is a Research Design?2.1 MIDA: The Four Elements of a Research Design2.2 Declaration, Diagnosis, Redesign2.3 Example: A Decision Problem2.4 Putting Designs to Use3 Research Design Principles4 Getting Started4.1 Installing R4.2 Declaration4.3 Diagnosis4.4 Redesign4.5 Library of Designs4.6 Long-Term Code UsabilityPart II Declaration, Diagnosis, Redesign5 Declaring Designs5.1 Definition of Research Designs5.2 Declaration in Code6 Specifying the Model6.1 Elements of Models6.2 Types of Variables in Models6.3 How to Specify Models6.4 Summary7 Defining the Inquiry7.1 Elements of Inquiries7.2 Types of Inquiries7.3 How to Define Inquiries7.4 Summary8 Crafting a Data Strategy8.1 Elements of Data Strategies8.2 How to Craft Data Strategies8.3 Summary9 Choosing an Answer Strategy9.1 Elements of Answer Strategies9.2 Types of Answer Strategies9.3 How to Choose an Answer Strategy9.4 Summary10 Diagnosing Designs10.1 Elements of Diagnoses10.2 Types of Diagnosands10.3 Estimation of Diagnosands10.4 How to Diagnose Designs10.5 Summary11 Redesigning11.1 Redesigning over Data Strategies11.2 Redesigning over Answer Strategies11.3 Summary12 Design Example12.1 Declaration in Words12.2 Declaration in Code12.3 Diagnosis12.4 Redesign13 Designing in Code13.1 Model13.2 Inquiry13.3 Data Strategy13.4 Answer Strategy13.5 Declaration13.6 Diagnosis13.7 RedesignPart III Research Design Library14 Research Design Library15 Observational: Descriptive15.1 Simple Random Sampling15.2 Cluster Random Sampling15.3 Multilevel Regression and Poststratification15.4 Index Creation16 Observational: Causal16.1 Process Tracing16.2 Selection-on-Observables16.3 Difference-in-Differences16.4 Instrumental Variables16.5 Regression Discontinuity Designs17 Experimental: Descriptive17.1 Audit Experiments17.2 List Experiments17.3 Conjoint Experiments17.4 Behavioral Games18 Experimental: Causal18.1 Two-Arm Randomized Experiments18.2 Block-Randomized Experiments18.3 Cluster-Randomized Experiments18.4 Subgroup Designs18.5 Factorial Experiments18.6 Encouragement Designs18.7 Placebo-Controlled Experiments18.8 Stepped-Wedge Experiments18.9 Randomized Saturation Experiments18.10 Experiments over Networks19 Complex Designs19.1 Discovery Using Causal Forests19.2 Structural Estimation19.3 Meta-analysis19.4 Multi-site StudiesPart IV Research Design Lifecycle20 Research Design Lifecycle21 Planning21.1 Ethics21.2 Partners21.3 Funding21.4 Piloting21.5 Criticism21.6 Preanalysis Plan22 Realization22.1 Pivoting22.2 Populated Preanalysis Plan22.3 Reconciliation22.4 Writing23 Integration23.1 Communicating23.2 Archiving23.3 Reanalysis23.4 Replication23.5 Meta-analysisPart V Epilogue24 EpiloguePart VI ReferencesBibliographyIndex