diff --git a/app/Models/CourseSign.php b/app/Models/CourseSign.php
index 860db34..582eb70 100755
--- a/app/Models/CourseSign.php
+++ b/app/Models/CourseSign.php
@@ -804,20 +804,10 @@ class CourseSign extends SoftDeletesModel
             });
         })->with(['user.company'])->get();
 
-        // 条件2：data 字段中 name="个人荣誉" 且 value != "其他" 的用户
-        $courseSigns2 = $courseSignsQuery->with(['user.company'])->get()->filter(function ($courseSign) {
-            if (empty($courseSign->data) || !is_array($courseSign->data)) {
-                return false;
-            }
-            foreach ($courseSign->data as $item) {
-                if (isset($item['key']) && $item['key'] === 'type') {
-                    if (isset($item['value']) && $item['value'] !== '其他') {
-                        return true;
-                    }
-                }
-            }
-            return false;
-        });
+        // 条件2：user.type 包含「人才」的用户
+        $courseSigns2 = $courseSignsQuery->whereHas('user', function ($q) {
+            $q->where('type', 'like', '%人才%');
+        })->with(['user.company'])->get();
 
         // 合并两个条件的结果（或关系），并去重 user_id
         $allUserIds = $courseSigns1->pluck('user_id')