diff --git a/tax_microdata_benchmarking/adjust_qbi.py b/tax_microdata_benchmarking/adjust_qbi.py
index f28b89f3..f2069fa8 100644
--- a/tax_microdata_benchmarking/adjust_qbi.py
+++ b/tax_microdata_benchmarking/adjust_qbi.py
@@ -37,9 +37,7 @@ def add_pt_w2_wages(df, time_period: int, verbose: bool = True):
 
     target = (
         QBID_TOTAL_21
-        * qbid_tax_expenditures[
-            time_period + 1
-        ]  # JCT figures are one year behind TC
+        * qbid_tax_expenditures[time_period]
         / qbid_tax_expenditures[2021]
     )
 
diff --git a/tax_microdata_benchmarking/create_flat_file.py b/tax_microdata_benchmarking/create_flat_file.py
index 373616c8..acb830cf 100644
--- a/tax_microdata_benchmarking/create_flat_file.py
+++ b/tax_microdata_benchmarking/create_flat_file.py
@@ -779,7 +779,7 @@ def create_stacked_flat_file(
             + stacked_file.e27200,
         )
         stacked_file["PT_binc_w2_wages"] = (
-            qbi * 0.357
+            qbi * 0.314  # Solved in 2021 using adjust_qbi.py
         )  # Solved in 2021 using adjust_qbi.py
         input_data = tc.Records(data=stacked_file, start_year=target_year)
         policy = tc.Policy()
@@ -835,7 +835,7 @@ def summary_analytics(df):
 
 
 def create_all_files():
-    PRIORITY_YEARS = [2021, 2015, 2026, 2023]
+    PRIORITY_YEARS = [2021, 2023, 2026, 2015]
     REMAINING_YEARS = [
         year for year in range(2015, 2027) if year not in PRIORITY_YEARS
     ]