diff --git a/src/mod_muc_room.erl b/src/mod_muc_room.erl
index 17b88bc5b..f25f33656 100644
--- a/src/mod_muc_room.erl
+++ b/src/mod_muc_room.erl
@@ -2569,7 +2569,8 @@ process_iq_admin(From, get, Lang, SubEl, StateData) ->
 			SAffiliation ->
 			    if (FAffiliation == owner) or
 				 (FAffiliation == admin) or
-				 ((FAffiliation == member) and (SAffiliation == member)) ->
+				 ((FAffiliation == member) and (SAffiliation == member) and
+				  not (StateData#state.config)#config.anonymous) ->
 				   Items = items_with_affiliation(SAffiliation,
 								  StateData),
 				   {result, Items, StateData};
diff --git a/test/ejabberd_SUITE.erl b/test/ejabberd_SUITE.erl
index 339a47f00..947bc4bd5 100644
--- a/test/ejabberd_SUITE.erl
+++ b/test/ejabberd_SUITE.erl
@@ -1210,6 +1210,16 @@ muc_master(Config) ->
     %% Receive groupchat message from the peer
     ?recv1(#message{type = groupchat, from = PeerNickJID,
 	     body = [#text{data = Subject}]}),
+    %% Retrieving a member list
+    #iq{type = result, sub_els = [#muc_admin{items = MemberList}]} =
+	send_recv(Config,
+		  #iq{type = get, to = Room,
+		      sub_els =
+			  [#muc_admin{items = [#muc_item{affiliation = member}]}]}),
+    [#muc_item{affiliation = member,
+	       jid = Localhost},
+     #muc_item{affiliation = member,
+	       jid = MyBareJID}] = lists:keysort(#muc_item.jid, MemberList),
     %% Kick the peer
     I2 = send(Config,
 	      #iq{type = set, to = Room,
@@ -1329,16 +1339,6 @@ muc_slave(Config) ->
 			 #muc_user{
 			    items = [#muc_item{role = participant,
 					       affiliation = member}]}]}),
-    %% Retrieving a member list
-    #iq{type = result, sub_els = [#muc_admin{items = MemberList}]} =
-	send_recv(Config,
-		  #iq{type = get, to = Room,
-		      sub_els =
-			  [#muc_admin{items = [#muc_item{affiliation = member}]}]}),
-    [#muc_item{affiliation = member,
-	       jid = Localhost},
-     #muc_item{affiliation = member,
-	       jid = MyBareJID}] = lists:keysort(#muc_item.jid, MemberList),
     %% Sending groupchat message
     send(Config, #message{to = Room, type = groupchat,
 			  body = [#text{data = Subject}]}),