diff --git a/CHANGELOG.md b/CHANGELOG.md
index 923660a1..b2c9bdc2 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -16,6 +16,10 @@ project adheres to [Semantic Versioning](http://semver.org/).
 
 - the root module has been deprecated [#56]
 
+### Fixed
+
+- The network reference in the `private_service_access` module uses the   self link. [#61]
+
 ## [1.2.0] - 2019-07-30
 
 ## [1.1.2] - 2019-06-14
@@ -36,5 +40,6 @@ project adheres to [Semantic Versioning](http://semver.org/).
 [1.0.1]: https://github.com/terraform-google-modules/terraform-google-sql-db/compare/1.0.0...1.0.1
 [1.0.0]: https://github.com/terraform-google-modules/terraform-google-sql-db/releases/tag/1.0.0
 
+[#61]: https://github.com/terraform-google-modules/terraform-google-sql-db/pull/61
 [#56]: https://github.com/terraform-google-modules/terraform-google-sql-db/pull/56
 [#43]: https://github.com/terraform-google-modules/terraform-google-sql-db/pull/43
diff --git a/modules/private_service_access/main.tf b/modules/private_service_access/main.tf
index e8d1f4e9..71f46334 100644
--- a/modules/private_service_access/main.tf
+++ b/modules/private_service_access/main.tf
@@ -14,6 +14,12 @@
  * limitations under the License.
  */
 
+data "google_compute_network" "main" {
+  name = "${var.vpc_network}"
+
+  project = "${var.project_id}"
+}
+
 // We define a VPC peering subnet that will be peered with the
 // Cloud SQL instance network. The Cloud SQL instance will
 // have a private IP within the provided range.
@@ -21,20 +27,20 @@
 resource "google_compute_global_address" "google-managed-services-range" {
   provider      = "google-beta"
   project       = "${var.project_id}"
-  name          = "google-managed-services-${var.vpc_network}"
+  name          = "google-managed-services-${data.google_compute_network.main.name}"
   purpose       = "VPC_PEERING"
   address       = "${var.address}"
   prefix_length = "${var.prefix_length}"
   ip_version    = "${var.ip_version}"
   labels        = "${var.labels}"
   address_type  = "INTERNAL"
-  network       = "${var.vpc_network}"
+  network       = "${data.google_compute_network.main.self_link}"
 }
 
 # Creates the peering with the producer network.
 resource "google_service_networking_connection" "private_service_access" {
   provider                = "google-beta"
-  network                 = "${google_compute_global_address.google-managed-services-range.network}"
+  network                 = "${data.google_compute_network.main.self_link}"
   service                 = "servicenetworking.googleapis.com"
   reserved_peering_ranges = ["${google_compute_global_address.google-managed-services-range.name}"]
 }