Response to “From Quasi-Replication to Generalization”

by Phanish Puranam Lori and Dan's post "From Quasi-Replication to Generalization: Making 'Basis Variables' Visible" gives us a nice way to think about generalization in terms of “basis variables”.  I’d like to extend their thought with a complementary way of thinking about generalization using machine learning (ML) techniques. Generalization canRead More

From Quasi-Replication to Generalization: Making “Basis Variables” Visible

by Lori Rosenkopf and Dan Levinthal  A persistent challenge in social science research is understanding whether and when empirical results generalize beyond a specific study’s sample or context. In 2016, Rich Bettis, Connie Helfat and Myles Shaver produced a special issue of Strategic Management Journal containing several “quasi-replications” which examinedRead More