diff --git a/ghost/members-csv/lib/unparse.js b/ghost/members-csv/lib/unparse.js
index 33055f443c..7380357b01 100644
--- a/ghost/members-csv/lib/unparse.js
+++ b/ghost/members-csv/lib/unparse.js
@@ -15,6 +15,12 @@ const DEFAULT_COLUMNS = [
 ];
 
 const unparse = (members, columns = DEFAULT_COLUMNS.slice()) => {
+    columns = columns.map((column) => {
+        if (column === 'subscribed') {
+            return 'subscribed_to_emails';
+        }
+        return column;
+    });
     const mappedMembers = members.map((member) => {
         if (member.error) {
             columns.push('error');
diff --git a/ghost/members-csv/test/unparse.test.js b/ghost/members-csv/test/unparse.test.js
index ec1cd486f1..b09b518084 100644
--- a/ghost/members-csv/test/unparse.test.js
+++ b/ghost/members-csv/test/unparse.test.js
@@ -16,4 +16,19 @@ describe('unparse', function () {
         const expected = `id,email,name,note,subscribed_to_emails,complimentary_plan,stripe_customer_id,created_at,deleted_at,labels,products\r\n,email@example.com,Sam Memberino,Early supporter,,,,,,,`;
         should.equal(result, expected);
     });
+
+    it('maps the subscribed property to subscribed_to_emails', function () {
+        const json = [{
+            email: 'do-not-email-me@email.com',
+            subscribed: false
+        }];
+
+        const columns = Object.keys(json[0]);
+
+        const result = unparse(json, columns);
+
+        const expected = `email,subscribed_to_emails\r\ndo-not-email-me@email.com,false`;
+
+        should.equal(result, expected);
+    });
 });