diff --git a/02-data/processed/relevant/Pi2016.yml b/02-data/processed/relevant/Pi2016.yml
index 8503dba..79f8586 100644
--- a/02-data/processed/relevant/Pi2016.yml
+++ b/02-data/processed/relevant/Pi2016.yml
@@ -23,7 +23,7 @@ causal: 0 # 0 correlation / 1 causal
 theory:
 limitations: generalizability restricted due to specific institutional contexts of Chinese hukou systems; no disaggregation to private/public sector; job search not part of model
 observation:
-  - intervention: subsidy (social security); education (access)
+  - intervention: social security; education (access)
     institutional: 1
     structural: 1
     agency: 0
diff --git a/02-data/processed/relevant/Xu2021.yml b/02-data/processed/relevant/Xu2021.yml
index 876b6e8..94f4c98 100644
--- a/02-data/processed/relevant/Xu2021.yml
+++ b/02-data/processed/relevant/Xu2021.yml
@@ -23,7 +23,7 @@ causal: 0 # 0 correlation / 1 causal
 theory:
 limitations: contains a variety of institutional-structural context within region
 observation:
-  - intervention: FDI
+  - intervention: trade liberalization (FDI)
     institutional: 0
     structural: 1
     agency: 0