diff --git a/doc/src/sgml/monitoring.sgml b/doc/src/sgml/monitoring.sgml
index 570ac5e06f7..bf72d0c3031 100644
--- a/doc/src/sgml/monitoring.sgml
+++ b/doc/src/sgml/monitoring.sgml
@@ -3534,6 +3534,15 @@ SELECT pg_stat_get_backend_pid(s.backendid) AS pid,
       <entry>OID of the index being created or reindexed.  During a
       non-concurrent <command>CREATE INDEX</command>, this is 0.</entry>
      </row>
+     <row>
+      <entry><structfield>command</structfield></entry>
+      <entry><type>text</type></entry>
+      <entry>
+       The command that is running: <literal>CREATE INDEX</literal>,
+       <literal>CREATE INDEX CONCURRENTLY</literal>,
+       <literal>REINDEX</literal>, or <literal>REINDEX CONCURRENTLY</literal>.
+      </entry>
+     </row>
      <row>
       <entry><structfield>phase</structfield></entry>
       <entry><type>text</type></entry>
@@ -3965,7 +3974,7 @@ SELECT pg_stat_get_backend_pid(s.backendid) AS pid,
      <entry><structfield>command</structfield></entry>
      <entry><type>text</type></entry>
      <entry>
-       The command that is running. Either CLUSTER or VACUUM FULL.
+      The command that is running. Either <literal>CLUSTER</literal> or <literal>VACUUM FULL</literal>.
      </entry>
     </row>
     <row>
diff --git a/src/backend/catalog/index.c b/src/backend/catalog/index.c
index 50c8bb9ce65..d2e4f53a801 100644
--- a/src/backend/catalog/index.c
+++ b/src/backend/catalog/index.c
@@ -3278,6 +3278,8 @@ reindex_index(Oid indexId, bool skip_constraint_checks, char persistence,
 
 	pgstat_progress_start_command(PROGRESS_COMMAND_CREATE_INDEX,
 								  heapId);
+	pgstat_progress_update_param(PROGRESS_CREATEIDX_COMMAND,
+								 PROGRESS_CREATEIDX_COMMAND_REINDEX);
 	pgstat_progress_update_param(PROGRESS_CREATEIDX_INDEX_OID,
 								 indexId);
 
diff --git a/src/backend/catalog/system_views.sql b/src/backend/catalog/system_views.sql
index 52a6c315840..78a103cdb95 100644
--- a/src/backend/catalog/system_views.sql
+++ b/src/backend/catalog/system_views.sql
@@ -956,6 +956,11 @@ CREATE VIEW pg_stat_progress_create_index AS
         S.pid AS pid, S.datid AS datid, D.datname AS datname,
         S.relid AS relid,
         CAST(S.param7 AS oid) AS index_relid,
+        CASE S.param1 WHEN 1 THEN 'CREATE INDEX'
+                      WHEN 2 THEN 'CREATE INDEX CONCURRENTLY'
+                      WHEN 3 THEN 'REINDEX'
+                      WHEN 4 THEN 'REINDEX CONCURRENTLY'
+                      END AS command,
         CASE S.param10 WHEN 0 THEN 'initializing'
                        WHEN 1 THEN 'waiting for writers before build'
                        WHEN 2 THEN 'building index' ||
diff --git a/src/backend/commands/indexcmds.c b/src/backend/commands/indexcmds.c
index 40ea629ffe7..4d76da82937 100644
--- a/src/backend/commands/indexcmds.c
+++ b/src/backend/commands/indexcmds.c
@@ -498,8 +498,14 @@ DefineIndex(Oid relationId,
 	 * done.
 	 */
 	if (!OidIsValid(parentIndexId))
+	{
 		pgstat_progress_start_command(PROGRESS_COMMAND_CREATE_INDEX,
 									  relationId);
+		pgstat_progress_update_param(PROGRESS_CREATEIDX_COMMAND,
+									 stmt->concurrent ?
+									 PROGRESS_CREATEIDX_COMMAND_CREATE_CONCURRENTLY :
+									 PROGRESS_CREATEIDX_COMMAND_CREATE);
+	}
 
 	/*
 	 * No index OID to report yet
@@ -2923,6 +2929,8 @@ ReindexRelationConcurrently(Oid relationOid, int options)
 
 		pgstat_progress_start_command(PROGRESS_COMMAND_CREATE_INDEX,
 									  RelationGetRelid(heapRel));
+		pgstat_progress_update_param(PROGRESS_CREATEIDX_COMMAND,
+									 PROGRESS_CREATEIDX_COMMAND_REINDEX_CONCURRENTLY);
 		pgstat_progress_update_param(PROGRESS_CREATEIDX_INDEX_OID,
 									 indexId);
 		pgstat_progress_update_param(PROGRESS_CREATEIDX_ACCESS_METHOD_OID,
diff --git a/src/include/catalog/catversion.h b/src/include/catalog/catversion.h
index 468aec38905..4b8ee1cbdb4 100644
--- a/src/include/catalog/catversion.h
+++ b/src/include/catalog/catversion.h
@@ -53,6 +53,6 @@
  */
 
 /*							yyyymmddN */
-#define CATALOG_VERSION_NO	201906031
+#define CATALOG_VERSION_NO	201906041
 
 #endif
diff --git a/src/include/commands/progress.h b/src/include/commands/progress.h
index 37043e926d1..acd1313cb3d 100644
--- a/src/include/commands/progress.h
+++ b/src/include/commands/progress.h
@@ -59,6 +59,7 @@
 
 /* Progress parameters for CREATE INDEX */
 /* 3, 4 and 5 reserved for "waitfor" metrics */
+#define PROGRESS_CREATEIDX_COMMAND				0
 #define PROGRESS_CREATEIDX_INDEX_OID			6
 #define PROGRESS_CREATEIDX_ACCESS_METHOD_OID	8
 #define PROGRESS_CREATEIDX_PHASE				9	/* AM-agnostic phase # */
@@ -86,6 +87,12 @@
 #define PROGRESS_CREATEIDX_SUBPHASE_INITIALIZE	1
 /* Additional phases are defined by each AM */
 
+/* Commands of PROGRESS_CREATEIDX */
+#define PROGRESS_CREATEIDX_COMMAND_CREATE			1
+#define PROGRESS_CREATEIDX_COMMAND_CREATE_CONCURRENTLY	2
+#define PROGRESS_CREATEIDX_COMMAND_REINDEX		3
+#define PROGRESS_CREATEIDX_COMMAND_REINDEX_CONCURRENTLY	4
+
 /* Lock holder wait counts */
 #define PROGRESS_WAITFOR_TOTAL					3
 #define PROGRESS_WAITFOR_DONE					4
diff --git a/src/test/regress/expected/rules.out b/src/test/regress/expected/rules.out
index 4363ca16633..7d365c48d12 100644
--- a/src/test/regress/expected/rules.out
+++ b/src/test/regress/expected/rules.out
@@ -1879,6 +1879,13 @@ pg_stat_progress_create_index| SELECT s.pid,
     d.datname,
     s.relid,
     (s.param7)::oid AS index_relid,
+        CASE s.param1
+            WHEN 1 THEN 'CREATE INDEX'::text
+            WHEN 2 THEN 'CREATE INDEX CONCURRENTLY'::text
+            WHEN 3 THEN 'REINDEX'::text
+            WHEN 4 THEN 'REINDEX CONCURRENTLY'::text
+            ELSE NULL::text
+        END AS command,
         CASE s.param10
             WHEN 0 THEN 'initializing'::text
             WHEN 1 THEN 'waiting for writers before build'::text