Ordinal response generalized difference in differences with varying categories: The health effect of a disability program in Korea

B-Tier
Journal: Health Economics
Year: 2017
Volume: 26
Issue: 9
Pages: 1123-1131

Authors (2)

Young‐sook Kim (not in RePEc) Myoung‐jae Lee (Korea University)

Score contribution per author:

1.005 = (α=2.01 / 2 authors) × 1.0x B-tier

α: calibrated so average coauthorship-adjusted count equals average raw count

Abstract

We consider the use of difference in differences (DD) to evaluate the effect of an activity assistance program on the health of severely disabled Koreans. There are, however, 2 problems in the data: the number of response categories for self‐assessed health changed over the waves of the repeated cross‐section survey and the “parallel untreated response path” assumption for DD is suspect. We show how to overcome these problems by renormalizing parameters and applying “generalized difference in differences (GDD).” We find a significantly positive effect of the program with DD, but not with GDD. Our solutions should prove useful in applications in which one or other of these problems arise.

Technical Details

RePEc Handle
repec:wly:hlthec:v:26:y:2017:i:9:p:1123-1131
Journal Field
Health
Author Count
2
Added to Database
2026-01-25