diff --git a/lms/djangoapps/instructor/views/legacy.py b/lms/djangoapps/instructor/views/legacy.py
index 2efc7e1344..df467b8637 100644
--- a/lms/djangoapps/instructor/views/legacy.py
+++ b/lms/djangoapps/instructor/views/legacy.py
@@ -50,7 +50,7 @@ from instructor_task.api import (get_running_instructor_tasks,
 from instructor_task.views import get_task_completion_info
 from mitxmako.shortcuts import render_to_response
 from psychometrics import psychoanalyze
-from student.models import CourseEnrollment, CourseEnrollmentAllowed
+from student.models import CourseEnrollment, CourseEnrollmentAllowed, unique_id_for_user
 from student.views import course_from_id
 import track.views
 from mitxmako.shortcuts import render_to_string
@@ -584,6 +584,15 @@ def instructor_dashboard(request, course_id):
             datatable['title'] = 'Student state for problem %s' % problem_to_dump
             return return_csv('student_state_from_%s.csv' % problem_to_dump, datatable)
 
+    elif 'Download CSV of all student anonymized IDs' in action:
+        students = User.objects.filter(
+            courseenrollment__course_id=course_id,
+        ).order_by('id')
+
+        datatable = {'header': ['User ID', 'Anonymized user ID']}
+        datatable['data'] = [[s.id, unique_id_for_user(s)] for s in students]
+        return return_csv(course_id.replace('/', '-')+'-anon-ids.csv', datatable)
+
     #----------------------------------------
     # Group management
 
diff --git a/lms/templates/courseware/instructor_dashboard.html b/lms/templates/courseware/instructor_dashboard.html
index effa5852d8..7f41c82c9d 100644
--- a/lms/templates/courseware/instructor_dashboard.html
+++ b/lms/templates/courseware/instructor_dashboard.html
@@ -416,6 +416,9 @@ function goto( mode)
         <input type="text" name="problem_to_dump" size="40">
         <input type="submit" name="action" value="Download CSV of all responses to problem">
     </p>
+    <p>
+    <input type="submit" name="action" value="Download CSV of all student anonymized IDs">
+    </p>
     <hr width="40%" style="align:left">
 %endif