diff --git a/lang/en/my.php b/lang/en/my.php
index ea1e7347edd7..216b1ab08d04 100644
--- a/lang/en/my.php
+++ b/lang/en/my.php
@@ -38,3 +38,4 @@
 $string['reseteveryonesprofile'] = 'Reset profile for all users';
 $string['resetpage'] = 'Reset page to default';
 $string['reseterror'] = 'There was an error resetting your page';
+$string['privacy:metadata:core_my:preference:user_home_page_preference'] = 'The user home page preference configured for the Dashboard page.';
diff --git a/my/classes/privacy/provider.php b/my/classes/privacy/provider.php
new file mode 100644
index 000000000000..4aef2a4bba5c
--- /dev/null
+++ b/my/classes/privacy/provider.php
@@ -0,0 +1,76 @@
+<?php
+// This file is part of Moodle - http://moodle.org/
+//
+// Moodle is free software: you can redistribute it and/or modify
+// it under the terms of the GNU General Public License as published by
+// the Free Software Foundation, either version 3 of the License, or
+// (at your option) any later version.
+//
+// Moodle is distributed in the hope that it will be useful,
+// but WITHOUT ANY WARRANTY; without even the implied warranty of
+// MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the
+// GNU General Public License for more details.
+//
+// You should have received a copy of the GNU General Public License
+// along with Moodle.  If not, see <http://www.gnu.org/licenses/>.
+/**
+ * Privacy Subsystem implementation for core_my.
+ *
+ * @package    core_my
+ * @copyright  2018 Zig Tan <zig@moodle.com>
+ * @license    http://www.gnu.org/copyleft/gpl.html GNU GPL v3 or later
+ */
+namespace core_my\privacy;
+
+use core_privacy\local\metadata\collection;
+use core_privacy\local\request\approved_contextlist;
+use core_privacy\local\request\context;
+use core_privacy\local\request\contextlist;
+use core_privacy\local\request\writer;
+
+defined('MOODLE_INTERNAL') || die();
+
+/**
+ * Privacy Subsystem for core_my implementing metadata, plugin, and user_preference providers.
+ *
+ * @copyright  2018 Zig Tan <zig@moodle.com>
+ * @license    http://www.gnu.org/copyleft/gpl.html GNU GPL v3 or later
+ */
+class provider implements
+    \core_privacy\local\metadata\provider,
+    \core_privacy\local\request\user_preference_provider {
+
+    /**
+     * Returns meta data about this system.
+     *
+     * @param   collection $collection The initialised collection to add items to.
+     * @return  collection     A listing of user data stored through this system.
+     */
+    public static function get_metadata(collection $collection) : collection {
+        $collection->add_user_preference(
+            'user_home_page_preference',
+            'privacy:metadata:core_my:preference:user_home_page_preference'
+        );
+
+        return $collection;
+    }
+
+    /**
+     * Export all user preferences for the plugin.
+     *
+     * @param   int $userid The userid of the user whose data is to be exported.
+     */
+    public static function export_user_preferences(int $userid) {
+        $userhomepagepreference = get_user_preferences('user_home_page_preference', null, $userid);
+
+        if (null !== $userhomepagepreference) {
+            writer::export_user_preference(
+                'core_my',
+                'user_home_page_preference',
+                $userhomepagepreference,
+                get_string('privacy:metadata:core_my:preference:user_home_page_preference', 'core_my')
+            );
+        }
+    }
+
+}
diff --git a/my/tests/privacy_test.php b/my/tests/privacy_test.php
new file mode 100644
index 000000000000..fb9aaec3401c
--- /dev/null
+++ b/my/tests/privacy_test.php
@@ -0,0 +1,73 @@
+<?php
+// This file is part of Moodle - http://moodle.org/
+//
+// Moodle is free software: you can redistribute it and/or modify
+// it under the terms of the GNU General Public License as published by
+// the Free Software Foundation, either version 3 of the License, or
+// (at your option) any later version.
+//
+// Moodle is distributed in the hope that it will be useful,
+// but WITHOUT ANY WARRANTY; without even the implied warranty of
+// MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the
+// GNU General Public License for more details.
+//
+// You should have received a copy of the GNU General Public License
+// along with Moodle.  If not, see <http://www.gnu.org/licenses/>.
+
+/**
+ * Unit tests for the core_my implementation of the privacy API.
+ *
+ * @package    core_my
+ * @category   test
+ * @copyright  2018 Zig Tan <zig@moodle.com>
+ * @license    http://www.gnu.org/copyleft/gpl.html GNU GPL v3 or later
+ */
+
+defined('MOODLE_INTERNAL') || die();
+
+use \core_privacy\local\request\writer;
+use \core_my\privacy\provider;
+
+/**
+ * Unit tests for the core_my implementation of the privacy API.
+ *
+ * @copyright  2018 Zig Tan <zig@moodle.com>
+ * @license    http://www.gnu.org/copyleft/gpl.html GNU GPL v3 or later
+ */
+class core_my_privacy_testcase extends \core_privacy\tests\provider_testcase {
+
+    /**
+     * Test for provider::test_export_user_preferences().
+     */
+    public function test_export_user_preferences() {
+        global $DB;
+
+        // Test setup.
+        $this->resetAfterTest(true);
+        $user = $this->getDataGenerator()->create_user();
+        $this->setUser($user);
+
+        // Add a user home page preference for the User.
+        set_user_preference('user_home_page_preference', HOMEPAGE_MY);
+
+        // Test the user preference exists.
+        $params = [
+            'userid' => $user->id,
+            'name' => 'user_home_page_preference'
+        ];
+
+        $preferences = $DB->get_record('user_preferences', $params);
+        $this->assertEquals('user_home_page_preference', $preferences->name);
+
+        // Test the user preferences export contains 1 user preference record for the User.
+        provider::export_user_preferences($user->id);
+        $contextuser = context_user::instance($user->id);
+        $writer = writer::with_context($contextuser);
+        $this->assertTrue($writer->has_any_data());
+
+        $prefs = $writer->get_user_preferences('core_my');
+        $this->assertCount(1, (array) $prefs);
+        $this->assertEquals(HOMEPAGE_MY, $prefs->user_home_page_preference->value);
+    }
+
+}