diff --git a/dhis-2/dhis-services/dhis-service-analytics/src/main/java/org/hisp/dhis/analytics/util/DisplayNameUtils.java b/dhis-2/dhis-services/dhis-service-analytics/src/main/java/org/hisp/dhis/analytics/util/DisplayNameUtils.java
index 8e0db07a1880..5377f0807253 100644
--- a/dhis-2/dhis-services/dhis-service-analytics/src/main/java/org/hisp/dhis/analytics/util/DisplayNameUtils.java
+++ b/dhis-2/dhis-services/dhis-service-analytics/src/main/java/org/hisp/dhis/analytics/util/DisplayNameUtils.java
@@ -145,7 +145,8 @@ public static String getDisplayName(
 
   private static String extractJsonValue(
       SqlBuilder sqlBuilder, String tablePrefix, String originColumn, String path) {
-    String jsonExtracted = sqlBuilder.jsonExtract(tablePrefix, originColumn, path);
+    String json = tablePrefix + "." + originColumn;
+    String jsonExtracted = sqlBuilder.jsonExtract(json, path);
     return sqlBuilder.trim(jsonExtracted);
   }
 
diff --git a/dhis-2/dhis-services/dhis-service-analytics/src/main/java/org/hisp/dhis/db/sql/ClickHouseSqlBuilder.java b/dhis-2/dhis-services/dhis-service-analytics/src/main/java/org/hisp/dhis/db/sql/ClickHouseSqlBuilder.java
index 8498baaaeac3..42938d1403d8 100644
--- a/dhis-2/dhis-services/dhis-service-analytics/src/main/java/org/hisp/dhis/db/sql/ClickHouseSqlBuilder.java
+++ b/dhis-2/dhis-services/dhis-service-analytics/src/main/java/org/hisp/dhis/db/sql/ClickHouseSqlBuilder.java
@@ -218,19 +218,14 @@ public String coalesce(String expression, String defaultValue) {
   }
 
   @Override
-  public String jsonExtract(String column, String property) {
-    return String.format("JSONExtractString(%s, '%s')", column, property);
+  public String jsonExtract(String json, String property) {
+    return String.format("JSONExtractString(%s, '%s')", json, property);
   }
 
   @Override
-  public String jsonExtract(String tablePrefix, String column, String jsonPath) {
-    return String.format("JSONExtractString(%s.%s, '%s')", tablePrefix, column, jsonPath);
-  }
-
-  @Override
-  public String jsonExtractNested(String column, String... jsonPath) {
-    String path = String.join(".", jsonPath);
-    return String.format("JSONExtractString(%s, '%s')", column, path);
+  public String jsonExtractNested(String json, String... expression) {
+    String path = String.join(".", expression);
+    return String.format("JSONExtractString(%s, '%s')", json, path);
   }
 
   // Statements
diff --git a/dhis-2/dhis-services/dhis-service-analytics/src/main/java/org/hisp/dhis/db/sql/DorisSqlBuilder.java b/dhis-2/dhis-services/dhis-service-analytics/src/main/java/org/hisp/dhis/db/sql/DorisSqlBuilder.java
index f7c9be3bd772..920ca25d1e8e 100644
--- a/dhis-2/dhis-services/dhis-service-analytics/src/main/java/org/hisp/dhis/db/sql/DorisSqlBuilder.java
+++ b/dhis-2/dhis-services/dhis-service-analytics/src/main/java/org/hisp/dhis/db/sql/DorisSqlBuilder.java
@@ -221,19 +221,13 @@ public String coalesce(String expression, String defaultValue) {
   }
 
   @Override
-  public String jsonExtract(String column, String property) {
-    return String.format("json_unquote(json_extract(%s, '$.%s'))", column, property);
+  public String jsonExtract(String json, String property) {
+    return String.format("json_unquote(json_extract(%s, '$.%s'))", json, property);
   }
 
   @Override
-  public String jsonExtract(String tablePrefix, String column, String jsonPath) {
-    return String.format(
-        "json_unquote(json_extract(%s.%s, '$.%s'))", tablePrefix, column, jsonPath);
-  }
-
-  @Override
-  public String jsonExtractNested(String column, String... jsonPath) {
-    String path = "$." + String.join(".", jsonPath);
+  public String jsonExtractNested(String column, String... expression) {
+    String path = "$." + String.join(".", expression);
     return String.format("json_unquote(json_extract(%s, '%s'))", column, path);
   }
 
diff --git a/dhis-2/dhis-services/dhis-service-analytics/src/main/java/org/hisp/dhis/db/sql/PostgreSqlBuilder.java b/dhis-2/dhis-services/dhis-service-analytics/src/main/java/org/hisp/dhis/db/sql/PostgreSqlBuilder.java
index ff25c349061f..aebd74100e11 100644
--- a/dhis-2/dhis-services/dhis-service-analytics/src/main/java/org/hisp/dhis/db/sql/PostgreSqlBuilder.java
+++ b/dhis-2/dhis-services/dhis-service-analytics/src/main/java/org/hisp/dhis/db/sql/PostgreSqlBuilder.java
@@ -241,17 +241,12 @@ public String coalesce(String expression, String defaultValue) {
 
   @Override
   public String jsonExtract(String column, String property) {
-    return column + " ->> '" + property + "'";
+    return String.format("%s ->> '%s'", column, property);
   }
 
   @Override
-  public String jsonExtract(String tablePrefix, String column, String jsonPath) {
-    return String.format("%s.%s ->> '%s'", tablePrefix, column, jsonPath);
-  }
-
-  @Override
-  public String jsonExtractNested(String column, String... jsonPath) {
-    return String.format("%s #>> '{%s}'", column, String.join(", ", jsonPath));
+  public String jsonExtractNested(String column, String... expression) {
+    return String.format("%s #>> '{%s}'", column, String.join(", ", expression));
   }
 
   // Statements
diff --git a/dhis-2/dhis-services/dhis-service-analytics/src/main/java/org/hisp/dhis/db/sql/SqlBuilder.java b/dhis-2/dhis-services/dhis-service-analytics/src/main/java/org/hisp/dhis/db/sql/SqlBuilder.java
index 06d3da9070e7..8655372ff807 100644
--- a/dhis-2/dhis-services/dhis-service-analytics/src/main/java/org/hisp/dhis/db/sql/SqlBuilder.java
+++ b/dhis-2/dhis-services/dhis-service-analytics/src/main/java/org/hisp/dhis/db/sql/SqlBuilder.java
@@ -246,16 +246,16 @@ public interface SqlBuilder {
   /**
    * Creates a SQL concatenation function that combines multiple columns or expressions.
    *
-   * @param columns the column names or expressions to concatenate
-   * @return the SQL function for concatenation
+   * @param columns the column names or expressions to concatenate.
+   * @return the SQL function for concatenation.
    */
   String concat(String... columns);
 
   /**
    * Creates a SQL trim function that removes leading and trailing spaces from an expression.
    *
-   * @param expression the expression to trim
-   * @return the SQL function for trimming
+   * @param expression the expression to trim.
+   * @return the SQL function for trimming.
    */
   String trim(String expression);
 
@@ -263,40 +263,29 @@ public interface SqlBuilder {
    * Creates a SQL COALESCE function that returns the first non-null expression from the provided
    * expressions. If the first expression is null, it returns the default expression.
    *
-   * @param expression the expression to check for null
-   * @param defaultValue the value to return if the first expression is null
-   * @return the SQL function for coalescing
+   * @param expression the expression to check for null.
+   * @param defaultValue the value to return if the first expression is null.
+   * @return the SQL function for coalescing.
    */
   String coalesce(String expression, String defaultValue);
 
   /**
    * Extracts a value from a JSON column using a specified property path.
    *
-   * @param column the JSON column name to extract from
-   * @param property the JSON property path to extract
-   * @return the SQL function for JSON value extraction
+   * @param json the JSON column name or value to extract from.
+   * @param property the JSON property path to extract.
+   * @return the SQL function for JSON value extraction.
    */
-  String jsonExtract(String column, String property);
-
-  /**
-   * Extracts a value from a JSON column using a specified JSON path expression, with support for
-   * table prefix qualification.
-   *
-   * @param tablePrefix the prefix/alias of the table containing the JSON column
-   * @param column the JSON column name to extract from
-   * @param jsonPath the JSON path expression to extract the value
-   * @return the SQL function for JSON value extraction
-   */
-  String jsonExtract(String tablePrefix, String column, String jsonPath);
+  String jsonExtract(String json, String property);
 
   /**
    * Extracts a nested value from a JSON column.
    *
-   * @param column the name of the JSON column from which to extract the value.
-   * @param jsonPath the hierarchical path to the nested value, represented as a sequence of keys.
+   * @param json the JSON column name or value to extract from.
+   * @param expression the hierarchical path expression to the nested value.
    * @return a SQL expression to extract the specified nested value from the JSON column.
    */
-  String jsonExtractNested(String column, String... jsonPath);
+  String jsonExtractNested(String json, String... expression);
 
   // Statements
 
diff --git a/dhis-2/dhis-services/dhis-service-analytics/src/test/java/org/hisp/dhis/analytics/table/JdbcTrackedEntityAnalyticsTableManagerTest.java b/dhis-2/dhis-services/dhis-service-analytics/src/test/java/org/hisp/dhis/analytics/table/JdbcTrackedEntityAnalyticsTableManagerTest.java
index b0377a320e30..5a7eefacbaf4 100644
--- a/dhis-2/dhis-services/dhis-service-analytics/src/test/java/org/hisp/dhis/analytics/table/JdbcTrackedEntityAnalyticsTableManagerTest.java
+++ b/dhis-2/dhis-services/dhis-service-analytics/src/test/java/org/hisp/dhis/analytics/table/JdbcTrackedEntityAnalyticsTableManagerTest.java
@@ -109,7 +109,6 @@ void verifyNonConfidentialTeasAreSkipped() {
     when(sqlBuilder.qualifyTable(anyString()))
         .thenAnswer(inv -> SqlUtils.quote(inv.getArgument(0)));
 
-    when(sqlBuilder.jsonExtract(anyString(), anyString(), anyString())).thenReturn("jsonExtract");
     when(sqlBuilder.jsonExtract(anyString(), anyString())).thenReturn("jsonExtract");
 
     when(sqlBuilder.coalesce(anyString(), anyString()))
diff --git a/dhis-2/dhis-services/dhis-service-analytics/src/test/java/org/hisp/dhis/db/sql/ClickHouseSqlBuilderTest.java b/dhis-2/dhis-services/dhis-service-analytics/src/test/java/org/hisp/dhis/db/sql/ClickHouseSqlBuilderTest.java
index 5ef2e447e8ce..5087172105e4 100644
--- a/dhis-2/dhis-services/dhis-service-analytics/src/test/java/org/hisp/dhis/db/sql/ClickHouseSqlBuilderTest.java
+++ b/dhis-2/dhis-services/dhis-service-analytics/src/test/java/org/hisp/dhis/db/sql/ClickHouseSqlBuilderTest.java
@@ -214,6 +214,12 @@ void testRegexpMatch() {
     assertEquals("match(id, '[a-z]\\w+\\d{3}')", sqlBuilder.regexpMatch("id", "'[a-z]\\w+\\d{3}'"));
   }
 
+  @Test
+  void testJsonExtract() {
+    assertEquals(
+        "JSONExtractString(value, 'D7m8vpzxHDJ')", sqlBuilder.jsonExtract("value", "D7m8vpzxHDJ"));
+  }
+
   @Test
   void testJsonExtractNested() {
     assertEquals(
diff --git a/dhis-2/dhis-services/dhis-service-analytics/src/test/java/org/hisp/dhis/db/sql/DorisSqlBuilderTest.java b/dhis-2/dhis-services/dhis-service-analytics/src/test/java/org/hisp/dhis/db/sql/DorisSqlBuilderTest.java
index 36080486cea0..ad372141c9bc 100644
--- a/dhis-2/dhis-services/dhis-service-analytics/src/test/java/org/hisp/dhis/db/sql/DorisSqlBuilderTest.java
+++ b/dhis-2/dhis-services/dhis-service-analytics/src/test/java/org/hisp/dhis/db/sql/DorisSqlBuilderTest.java
@@ -197,6 +197,13 @@ void testRegexpMatch() {
     assertEquals("id regexp '[a-z]\\w+\\d{3}'", sqlBuilder.regexpMatch("id", "'[a-z]\\w+\\d{3}'"));
   }
 
+  @Test
+  void testJsonExtract() {
+    assertEquals(
+        "json_unquote(json_extract(value, '$.D7m8vpzxHDJ'))",
+        sqlBuilder.jsonExtract("value", "D7m8vpzxHDJ"));
+  }
+
   @Test
   void testJsonExtractNested() {
     assertEquals(
diff --git a/dhis-2/dhis-services/dhis-service-analytics/src/test/java/org/hisp/dhis/db/sql/PostgreSqlBuilderTest.java b/dhis-2/dhis-services/dhis-service-analytics/src/test/java/org/hisp/dhis/db/sql/PostgreSqlBuilderTest.java
index 56252070828b..2d621ae766e4 100644
--- a/dhis-2/dhis-services/dhis-service-analytics/src/test/java/org/hisp/dhis/db/sql/PostgreSqlBuilderTest.java
+++ b/dhis-2/dhis-services/dhis-service-analytics/src/test/java/org/hisp/dhis/db/sql/PostgreSqlBuilderTest.java
@@ -225,6 +225,11 @@ void testRegexpMatch() {
     assertEquals("id ~* '[a-z]\\w+\\d{3}'", sqlBuilder.regexpMatch("id", "'[a-z]\\w+\\d{3}'"));
   }
 
+  @Test
+  void testJsonExtract() {
+    assertEquals("value ->> 'D7m8vpzxHDJ'", sqlBuilder.jsonExtract("value", "D7m8vpzxHDJ"));
+  }
+
   @Test
   void testJsonExtractNested() {
     assertEquals(