diff --git a/CHANGELOG.md b/CHANGELOG.md
index e3c32102..10e0f74b 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -14,6 +14,9 @@ _Note: Gaps between patch versions are faulty, broken or test releases._
 
 <!-- Add changelog entries for new changes under this section -->
 
+ * **Improvement**
+   * Support webpack builds where `output.globalObject` is set to `'self'` ([#323](https://github.com/webpack-contrib/webpack-bundle-analyzer/pull/323) by [@lemonmade](https://github.com/lemonmade))
+
 ## 3.5.2
 
  * **Bug Fix**
diff --git a/src/parseUtils.js b/src/parseUtils.js
index 6e5dee88..b4dfeff2 100644
--- a/src/parseUtils.js
+++ b/src/parseUtils.js
@@ -185,6 +185,8 @@ function isAsyncChunkPushExpression(node) {
     callee.object.left.object &&
     (
       callee.object.left.object.name === 'window' ||
+      // `self` is a common output.globalObject value used to support both workers and browsers
+      callee.object.left.object.name === 'self' ||
       // Webpack 4 uses `this` instead of `window`
       callee.object.left.object.type === 'ThisExpression'
     ) &&
diff --git a/test/bundles/validWebpack4AsyncChunkUsingSelfInsteadOfWindow.js b/test/bundles/validWebpack4AsyncChunkUsingSelfInsteadOfWindow.js
new file mode 100644
index 00000000..9e509fd9
--- /dev/null
+++ b/test/bundles/validWebpack4AsyncChunkUsingSelfInsteadOfWindow.js
@@ -0,0 +1 @@
+(self.webpackJsonp=self.webpackJsonp||[]).push([[27],{1:function(e,n,t){console.log("Chuck Norris")}}]);
diff --git a/test/bundles/validWebpack4AsyncChunkUsingSelfInsteadOfWindow.modules.json b/test/bundles/validWebpack4AsyncChunkUsingSelfInsteadOfWindow.modules.json
new file mode 100644
index 00000000..cabfce7a
--- /dev/null
+++ b/test/bundles/validWebpack4AsyncChunkUsingSelfInsteadOfWindow.modules.json
@@ -0,0 +1,5 @@
+{
+  "modules": {
+    "1": "function(e,n,t){console.log(\"Chuck Norris\")}"
+  }
+}