diff --git a/packages/data/src/components/use-select/index.js b/packages/data/src/components/use-select/index.js
index d71f72b21c917..a87d20422a9ca 100644
--- a/packages/data/src/components/use-select/index.js
+++ b/packages/data/src/components/use-select/index.js
@@ -10,7 +10,7 @@ import {
 	useEffect,
 	useReducer,
 } from '@wordpress/element';
-import { isShallowEqualObjects } from '@wordpress/is-shallow-equal';
+import isShallowEqual from '@wordpress/is-shallow-equal';
 
 /**
  * Internal dependencies
@@ -90,16 +90,15 @@ export default function useSelect( _mapSelect, deps ) {
 	let mapOutput;
 
 	try {
-		if (
-			latestMapSelect.current !== mapSelect ||
-			latestMapOutputError.current
-		) {
+		if ( latestMapSelect.current !== mapSelect || latestMapOutputError.current ) {
 			mapOutput = mapSelect( registry.select, registry );
 		} else {
 			mapOutput = latestMapOutput.current;
 		}
 	} catch ( error ) {
-		let errorMessage = `An error occurred while running 'mapSelect': ${ error.message }`;
+		let errorMessage = `An error occurred while running 'mapSelect': ${
+			error.message
+		}`;
 
 		if ( latestMapOutputError.current ) {
 			errorMessage += `\nThe error may be correlated with this previous error:\n`;
@@ -129,7 +128,7 @@ export default function useSelect( _mapSelect, deps ) {
 						registry.select,
 						registry
 					);
-					if ( isShallowEqualObjects( latestMapOutput.current, newMapOutput ) ) {
+					if ( isShallowEqual( latestMapOutput.current, newMapOutput ) ) {
 						return;
 					}
 					latestMapOutput.current = newMapOutput;
diff --git a/packages/data/src/components/use-select/test/index.js b/packages/data/src/components/use-select/test/index.js
index ce8d15f3aa070..1aa2ad0d7b9d7 100644
--- a/packages/data/src/components/use-select/test/index.js
+++ b/packages/data/src/components/use-select/test/index.js
@@ -132,5 +132,91 @@ describe( 'useSelect', () => {
 			children: 'bar',
 		} );
 	} );
+	describe( 'rerenders as expected with various mapSelect return types', () => {
+		const getComponent = ( mapSelectSpy ) => () => {
+			const data = useSelect( mapSelectSpy, [] );
+			return <div data={ data } />;
+		};
+		let subscribedSpy, TestComponent;
+		const mapSelectSpy = jest.fn(
+			( select ) => select( 'testStore' ).testSelector()
+		);
+		const selectorSpy = jest.fn();
+		const subscribeCallback = ( subscription ) => {
+			subscribedSpy = subscription;
+		};
+
+		beforeEach( () => {
+			registry.registerStore( 'testStore', {
+				reducer: () => null,
+				selectors: {
+					testSelector: selectorSpy,
+				},
+			} );
+			registry.subscribe = subscribeCallback;
+			TestComponent = getComponent( mapSelectSpy );
+		} );
+		afterEach( () => {
+			selectorSpy.mockClear();
+			mapSelectSpy.mockClear();
+		} );
+
+		it.each( [
+			[
+				'boolean',
+				[ false, true ],
+			],
+			[
+				'number',
+				[ 10, 20 ],
+			],
+			[
+				'string',
+				[ 'bar', 'cheese' ],
+			],
+			[
+				'array',
+				[ [ 10, 20 ], [ 10, 30 ] ],
+			],
+			[
+				'object',
+				[ { foo: 'bar' }, { foo: 'cheese' } ],
+			],
+			[
+				'null',
+				[ null, undefined ],
+			],
+			[
+				'undefined',
+				[ undefined, 42 ],
+			],
+		] )( 'renders as expected with %s return values', (
+			type,
+			testValues,
+		) => {
+			const [ valueA, valueB ] = testValues;
+			selectorSpy.mockReturnValue( valueA );
+			let renderer;
+			act( () => {
+				renderer = TestRenderer.create(
+					<RegistryProvider value={ registry }>
+						<TestComponent />
+					</RegistryProvider>
+				);
+			} );
+			const testInstance = renderer.root;
+			// ensure expected state was rendered.
+			expect( testInstance.findByType( 'div' ).props.data ).toEqual( valueA );
+
+			// Update the returned value from the selector and trigger the
+			// subscription which should in turn trigger a re-render.
+			act( () => {
+				selectorSpy.mockReturnValue( valueB );
+				subscribedSpy();
+			} );
+			expect( testInstance.findByType( 'div' ).props.data ).toEqual( valueB );
+			expect( mapSelectSpy ).toHaveBeenCalledTimes( 3 );
+		} );
+	} );
 } );