Jennifer M. Larson
Associate Professor of Political Science
Vanderbilt University
Designing Empirical Social Networks Research
A user-friendly intro to studying real-world networks. Covers the fundamentals of social networks with a heavy emphasis on intuition and examples. Orients the research process around theory that specifies what exactly the network is and why it might be important. Offers a framework for developing this theory and using it to guide all subsequent steps of a project.
Covers a range of practical topics including selecting operationalizations, cutting survey costs, and cleaning data. Includes a tutorial for getting started in analyzing networks in R, technical sections full of examples, points to hone intuition, and practice problems with solutions.
Table of Contents
Chapter 1
Introduction to Social Networks Research
Chapter 2
Describing and Interpreting Social Network Features
Chapter 3
Accounting for Substantive Network Features
Chapter 4
Crafting a Network Theory
Chapter 5
Moving from Theory to Empirics
Chapter 6
Acquiring Network Data
Chapter 7
Preparing Network Data
Chapter 8
Working with Network Data in R
Chapter 9
Conclusion: Where to Turn Next