diff --git a/store/src/main/java/org/apache/rocketmq/store/DefaultMessageStore.java b/store/src/main/java/org/apache/rocketmq/store/DefaultMessageStore.java
index 8c3a2768a995c3c5aab88bf13d4fc65669b90aa1..89e2cc028443579c443cf233d6f7f9cc8cdab33a 100644
--- a/store/src/main/java/org/apache/rocketmq/store/DefaultMessageStore.java
+++ b/store/src/main/java/org/apache/rocketmq/store/DefaultMessageStore.java
@@ -144,7 +144,7 @@ public class DefaultMessageStore implements MessageStore {
         }
         this.reputMessageService = new ReputMessageService();
 
-        this.scheduleMessageService = new ScheduleMessageService(this, brokerStatsManager);
+        this.scheduleMessageService = new ScheduleMessageService(this);
 
         this.transientStorePool = new TransientStorePool(messageStoreConfig);
 
diff --git a/store/src/main/java/org/apache/rocketmq/store/config/MessageStoreConfig.java b/store/src/main/java/org/apache/rocketmq/store/config/MessageStoreConfig.java
index c13ad4cfa22be8a5829075523b2d4e96510ca558..dd520f4859c8ba971aacc73bb74eacd073be4a53 100644
--- a/store/src/main/java/org/apache/rocketmq/store/config/MessageStoreConfig.java
+++ b/store/src/main/java/org/apache/rocketmq/store/config/MessageStoreConfig.java
@@ -152,6 +152,8 @@ public class MessageStoreConfig {
 
     private boolean isEnableBatchPush = false;
 
+    private boolean enableScheduleMessageStats = true;
+
     public boolean isDebugLockEnable() {
         return debugLockEnable;
     }
@@ -722,4 +724,12 @@ public class MessageStoreConfig {
     public void setEnableBatchPush(boolean enableBatchPush) {
         isEnableBatchPush = enableBatchPush;
     }
+
+    public boolean isEnableScheduleMessageStats() {
+        return enableScheduleMessageStats;
+    }
+
+    public void setEnableScheduleMessageStats(boolean enableScheduleMessageStats) {
+        this.enableScheduleMessageStats = enableScheduleMessageStats;
+    }
 }
diff --git a/store/src/main/java/org/apache/rocketmq/store/schedule/ScheduleMessageService.java b/store/src/main/java/org/apache/rocketmq/store/schedule/ScheduleMessageService.java
index ef5fac25cdc6b5d20167f0aeb578374811f0311c..a78c5f8a82e42d42d8f95581fe7174fe43c78a2a 100644
--- a/store/src/main/java/org/apache/rocketmq/store/schedule/ScheduleMessageService.java
+++ b/store/src/main/java/org/apache/rocketmq/store/schedule/ScheduleMessageService.java
@@ -44,7 +44,6 @@ import org.apache.rocketmq.store.PutMessageResult;
 import org.apache.rocketmq.store.PutMessageStatus;
 import org.apache.rocketmq.store.SelectMappedBufferResult;
 import org.apache.rocketmq.store.config.StorePathConfigHelper;
-import org.apache.rocketmq.store.stats.BrokerStatsManager;
 
 public class ScheduleMessageService extends ConfigManager {
     private static final InternalLogger log = InternalLoggerFactory.getLogger(LoggerName.STORE_LOGGER_NAME);
@@ -59,7 +58,6 @@ public class ScheduleMessageService extends ConfigManager {
     private final ConcurrentMap<Integer /* level */, Long/* offset */> offsetTable =
         new ConcurrentHashMap<Integer, Long>(32);
     private final DefaultMessageStore defaultMessageStore;
-    private final BrokerStatsManager brokerStatsManager;
     private final AtomicBoolean started = new AtomicBoolean(false);
     private Timer timer;
     private MessageStore writeMessageStore;
@@ -68,13 +66,6 @@ public class ScheduleMessageService extends ConfigManager {
     public ScheduleMessageService(final DefaultMessageStore defaultMessageStore) {
         this.defaultMessageStore = defaultMessageStore;
         this.writeMessageStore = defaultMessageStore;
-        this.brokerStatsManager = null;
-    }
-
-    public ScheduleMessageService(final DefaultMessageStore defaultMessageStore, final BrokerStatsManager brokerStatsManager) {
-        this.defaultMessageStore = defaultMessageStore;
-        this.writeMessageStore = defaultMessageStore;
-        this.brokerStatsManager = brokerStatsManager;
     }
 
     public static int queueId2DelayLevel(final int queueId) {
@@ -325,13 +316,12 @@ public class ScheduleMessageService extends ConfigManager {
 
                                         if (putMessageResult != null
                                             && putMessageResult.getPutMessageStatus() == PutMessageStatus.PUT_OK) {
-                                            if (ScheduleMessageService.this.brokerStatsManager == null) {
-                                                continue;
+                                            if (ScheduleMessageService.this.defaultMessageStore.getMessageStoreConfig().isEnableScheduleMessageStats()) {
+                                                ScheduleMessageService.this.defaultMessageStore.getBrokerStatsManager().incTopicPutNums(msgInner.getTopic(), putMessageResult.getAppendMessageResult().getMsgNum(), 1);
+                                                ScheduleMessageService.this.defaultMessageStore.getBrokerStatsManager().incTopicPutSize(msgInner.getTopic(),
+                                                    putMessageResult.getAppendMessageResult().getWroteBytes());
+                                                ScheduleMessageService.this.defaultMessageStore.getBrokerStatsManager().incBrokerPutNums(putMessageResult.getAppendMessageResult().getMsgNum());
                                             }
-                                            ScheduleMessageService.this.brokerStatsManager.incTopicPutNums(msgInner.getTopic(), putMessageResult.getAppendMessageResult().getMsgNum(), 1);
-                                            ScheduleMessageService.this.brokerStatsManager.incTopicPutSize(msgInner.getTopic(),
-                                                putMessageResult.getAppendMessageResult().getWroteBytes());
-                                            ScheduleMessageService.this.brokerStatsManager.incBrokerPutNums(putMessageResult.getAppendMessageResult().getMsgNum());
                                             continue;
                                         } else {
                                             // XXX: warn and notify me