diff --git a/models/build/edfi_3/assessments/bld_ef3__student_assessments_long_results.sql b/models/build/edfi_3/assessments/bld_ef3__student_assessments_long_results.sql
index 39e4b74f..0a19af26 100644
--- a/models/build/edfi_3/assessments/bld_ef3__student_assessments_long_results.sql
+++ b/models/build/edfi_3/assessments/bld_ef3__student_assessments_long_results.sql
@@ -4,6 +4,12 @@ with score_results as (
 xwalk_scores as (
     select * from {{ ref('xwalk_assessment_scores') }}
 ),
+xwalk_score_values as (
+    select * from {{ ref('xwalk_assessment_score_values') }}
+),
+xwalk_score_value_thresholds as (
+    select * from {{ ref('xwalk_assessment_score_value_thresholds') }}
+),
 performance_levels as (
     select
         tenant_code,
@@ -34,16 +40,35 @@ dedupe_results as (
 ),
 merged_xwalk as (
     select
-        tenant_code,
-        api_year,
-        k_student_assessment,
-        score_name as original_score_name,
-        coalesce(normalized_score_name, 'other') as normalized_score_name,
-        score_result
+        dedupe_results.tenant_code,
+        dedupe_results.api_year,
+        dedupe_results.k_student_assessment,
+        dedupe_results.score_name as original_score_name,
+        coalesce(xwalk_scores.normalized_score_name, 'other') as normalized_score_name,
+        dedupe_results.score_result,
+        coalesce(xwalk_score_value_thresholds.normalized_score_result::varchar,
+                 xwalk_score_values.normalized_score_result::varchar,
+                 score_result::varchar
+                ) as normalized_score_result
     from dedupe_results
     left join xwalk_scores
         on dedupe_results.assessment_identifier = xwalk_scores.assessment_identifier
         and dedupe_results.namespace = xwalk_scores.namespace
         and dedupe_results.score_name = xwalk_scores.original_score_name
+    left join xwalk_score_values
+        on dedupe_results.assessment_identifier = xwalk_score_values.assessment_identifier
+        and dedupe_results.namespace = xwalk_score_values.namespace
+        and xwalk_scores.normalized_score_name = xwalk_score_values.normalized_score_name
+        and dedupe_results.score_result = xwalk_score_values.original_score_result
+    left join xwalk_score_value_thresholds
+        on dedupe_results.assessment_identifier = xwalk_score_value_thresholds.assessment_identifier
+        and dedupe_results.namespace = xwalk_score_value_thresholds.namespace
+        and xwalk_scores.normalized_score_name = xwalk_score_value_thresholds.normalized_score_name
+        -- todo check these comparators -- what if there's a value between the upper and next lower? eg value is 20.4 and the cutoffs are 20 and 21
+        -- todo review my use of try_to_numeric here -- the idea is to allow numeric values to merge, otherwise don't merge without error
+        and try_to_numeric(dedupe_results.score_result) >= xwalk_score_value_thresholds.lower_bound
+        and try_to_numeric(dedupe_results.score_result) <= xwalk_score_value_thresholds.upper_bound
+        -- todo in future, may need to include subject & grade level in this join (with options to join across subjects)
+
 )
 select * from merged_xwalk
\ No newline at end of file
diff --git a/models/build/edfi_3/assessments/bld_ef3__student_objective_assessments_long_results.sql b/models/build/edfi_3/assessments/bld_ef3__student_objective_assessments_long_results.sql
index 9061582f..c155a91c 100644
--- a/models/build/edfi_3/assessments/bld_ef3__student_objective_assessments_long_results.sql
+++ b/models/build/edfi_3/assessments/bld_ef3__student_objective_assessments_long_results.sql
@@ -4,6 +4,12 @@ with score_results as (
 xwalk_scores as (
     select * from {{ ref('xwalk_objective_assessment_scores') }}
 ),
+xwalk_score_values as (
+    select * from {{ ref('xwalk_assessment_score_values') }}
+),
+xwalk_score_value_thresholds as (
+    select * from {{ ref('xwalk_assessment_score_value_thresholds') }}
+),
 performance_levels as (
     select
         tenant_code,
@@ -39,13 +45,31 @@ merged_xwalk as (
         api_year,
         k_student_objective_assessment,
         score_name as original_score_name,
-        coalesce(normalized_score_name, 'other') as normalized_score_name,
-        score_result
+        coalesce(xwalk_scores.normalized_score_name, 'other') as normalized_score_name,
+        score_result,
+        coalesce(xwalk_score_value_thresholds.normalized_score_result::varchar,
+                 xwalk_score_values.normalized_score_result::varchar,
+                 score_result::varchar
+                ) as normalized_score_result
     from dedupe_results
     left join xwalk_scores
         on dedupe_results.assessment_identifier = xwalk_scores.assessment_identifier
         and dedupe_results.namespace = xwalk_scores.namespace
         and dedupe_results.objective_assessment_identification_code = xwalk_scores.objective_assessment_identification_code
         and dedupe_results.score_name = xwalk_scores.original_score_name
+    left join xwalk_score_values
+        on dedupe_results.assessment_identifier = xwalk_score_values.assessment_identifier
+        and dedupe_results.namespace = xwalk_score_values.namespace
+        and xwalk_scores.normalized_score_name = xwalk_score_values.normalized_score_name
+        and dedupe_results.score_result = xwalk_score_values.original_score_result
+    left join xwalk_score_value_thresholds
+        on dedupe_results.assessment_identifier = xwalk_score_value_thresholds.assessment_identifier
+        and dedupe_results.namespace = xwalk_score_value_thresholds.namespace
+        and xwalk_scores.normalized_score_name = xwalk_score_value_thresholds.normalized_score_name
+        -- todo check these comparators -- what if there's a value between the upper and next lower? eg value is 20.4 and the cutoffs are 20 and 21
+        -- todo review my use of try_to_numeric here -- the idea is to allow numeric values to merge, otherwise don't merge without error
+        and try_to_numeric(dedupe_results.score_result) >= xwalk_score_value_thresholds.lower_bound
+        and try_to_numeric(dedupe_results.score_result) <= xwalk_score_value_thresholds.upper_bound
+        -- todo in future, may need to include subject & grade level in this join (with options to join across subjects)
 )
 select * from merged_xwalk
\ No newline at end of file
diff --git a/models/core_warehouse/fct_student_assessment.sql b/models/core_warehouse/fct_student_assessment.sql
index a767c843..eb8ebb53 100644
--- a/models/core_warehouse/fct_student_assessment.sql
+++ b/models/core_warehouse/fct_student_assessment.sql
@@ -1,3 +1,5 @@
+-- depends_on: {{ ref('xwalk_assessment_score_values') }}
+-- depends_on: {{ ref('xwalk_assessment_score_value_thresholds') }}
 {{
   config(
     post_hook=[
@@ -30,9 +32,9 @@ student_assessments_wide as (
         student_assessments.tenant_code,
         student_assessments.student_assessment_identifier,
         student_assessments.serial_number,
-        school_year,
-        administration_date,
-        administration_end_date,
+        student_assessments.school_year,
+        student_assessments.administration_date,
+        student_assessments.administration_end_date,
         event_description,
         administration_environment,
         administration_language,
@@ -50,6 +52,18 @@ student_assessments_wide as (
             else_value='NULL',
             agg='max',
             quote_identifiers=False
+        ) }},
+        {#- find distinct score names that are in one of the normalize_result xwalks (distinct scores to add normalized_ column for) -#}
+        {% set normalized_names_values = dbt_utils.get_column_values(ref('xwalk_assessment_score_values'), 'normalized_score_name') or [] %}
+        {% set normalized_names_thresholds = dbt_utils.get_column_values(ref('xwalk_assessment_score_value_thresholds'), 'normalized_score_name') or [] %}
+        {{ dbt_utils.pivot(
+            'normalized_score_name',
+            (normalized_names_values + normalized_names_thresholds) | unique,
+            then_value='normalized_score_result',
+            else_value='NULL',
+            prefix='normalized_',
+            agg='max',
+            quote_identifiers=False
         ) }}
         {%- endif %}
     from student_assessments
diff --git a/models/core_warehouse/fct_student_objective_assessment.sql b/models/core_warehouse/fct_student_objective_assessment.sql
index 93c4611f..67c2639a 100644
--- a/models/core_warehouse/fct_student_objective_assessment.sql
+++ b/models/core_warehouse/fct_student_objective_assessment.sql
@@ -1,3 +1,5 @@
+-- depends_on: {{ ref('xwalk_objective_assessment_score_values') }}
+-- depends_on: {{ ref('xwalk_objective_assessment_score_value_thresholds') }}
 {{
   config(
     post_hook=[
@@ -51,6 +53,18 @@ student_obj_assessments_wide as (
             else_value='NULL',
             agg='max',
             quote_identifiers=False
+        ) }},
+        {#- find distinct score names that are in one of the normalize_result xwalks (distinct scores to add normalized_ column for) -#}
+        {% set normalized_names_values = dbt_utils.get_column_values(ref('xwalk_objective_assessment_score_values'), 'normalized_score_name') or [] %}
+        {% set normalized_names_thresholds = dbt_utils.get_column_values(ref('xwalk_objective_assessment_score_value_thresholds'), 'normalized_score_name') or [] %}
+        {{ dbt_utils.pivot(
+            'normalized_score_name',
+            (normalized_names_values + normalized_names_thresholds) | unique,
+            then_value='normalized_score_result',
+            else_value='NULL',
+            prefix='normalized_',
+            agg='max',
+            quote_identifiers=False
         ) }}
         {%- endif %}
     from student_obj_assessments