diff --git a/superset-frontend/spec/javascripts/components/SubMenu_spec.jsx b/superset-frontend/spec/javascripts/components/SubMenu_spec.jsx
new file mode 100644
index 000000000..b7ec4e2cd
--- /dev/null
+++ b/superset-frontend/spec/javascripts/components/SubMenu_spec.jsx
@@ -0,0 +1,88 @@
+/**
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+import React from 'react';
+import { Link } from 'react-router-dom';
+import { shallow } from 'enzyme';
+import { Navbar, MenuItem } from 'react-bootstrap';
+import SubMenu from 'src/components/Menu/SubMenu';
+
+const defaultProps = {
+  name: 'Title',
+  children: [
+    {
+      name: 'Page1',
+      label: 'Page1',
+      url: '/page1',
+      usesRouter: true,
+    },
+    {
+      name: 'Page2',
+      label: 'Page2',
+      url: '/page2',
+      usesRouter: true,
+    },
+    {
+      name: 'Page3',
+      label: 'Page3',
+      url: '/page3',
+      usesRouter: false,
+    },
+  ],
+};
+
+describe('SubMenu', () => {
+  let wrapper;
+
+  const getWrapper = (overrideProps = {}) => {
+    const props = {
+      ...defaultProps,
+      ...overrideProps,
+    };
+    return shallow(<SubMenu {...props} />);
+  };
+
+  beforeEach(() => {
+    wrapper = getWrapper();
+  });
+
+  it('renders a Navbar', () => {
+    expect(wrapper.find(Navbar)).toExist();
+  });
+
+  it('renders 3 MenuItems (when usesRouter === false)', () => {
+    expect(wrapper.find(MenuItem)).toHaveLength(3);
+  });
+
+  it('renders the menu title', () => {
+    expect(wrapper.find(Navbar.Brand)).toExist();
+    expect(wrapper.find(Navbar.Brand).children().text()).toEqual('Title');
+  });
+
+  it('renders Link components when usesRouter === true', () => {
+    const overrideProps = {
+      usesRouter: true,
+    };
+
+    const routerWrapper = getWrapper(overrideProps);
+
+    expect(routerWrapper.find(Link)).toExist();
+    expect(routerWrapper.find(Link)).toHaveLength(2);
+    expect(routerWrapper.find(MenuItem)).toHaveLength(1);
+  });
+});
diff --git a/superset-frontend/src/components/Menu/SubMenu.tsx b/superset-frontend/src/components/Menu/SubMenu.tsx
index 15995ed02..bc965ef8c 100644
--- a/superset-frontend/src/components/Menu/SubMenu.tsx
+++ b/superset-frontend/src/components/Menu/SubMenu.tsx
@@ -17,6 +17,7 @@
  * under the License.
  */
 import React from 'react';
+import { Link, useHistory } from 'react-router-dom';
 import { styled } from '@superset-ui/core';
 import { Nav, Navbar, MenuItem } from 'react-bootstrap';
 import Button, { OnClickHandler } from 'src/components/Button';
@@ -31,16 +32,29 @@ const StyledHeader = styled.header`
   }
   .navbar-nav {
     li {
-      a {
+      a,
+      div {
         font-size: ${({ theme }) => theme.typography.sizes.s}px;
-        padding: ${({ theme }) => theme.gridUnit * 2}px;
+        padding: ${({ theme }) => theme.gridUnit * 2}px 0;
         margin: ${({ theme }) => theme.gridUnit * 2}px;
         color: ${({ theme }) => theme.colors.secondary.dark1};
+
+        a {
+          margin: 0;
+          padding: ${({ theme }) => theme.gridUnit * 4}px;
+        }
+      }
+
+      &.no-router a {
+        padding: ${({ theme }) => theme.gridUnit * 2}px
+          ${({ theme }) => theme.gridUnit * 4}px;
       }
     }
 
     li.active > a,
-    li > a:hover {
+    li.active > div,
+    li > a:hover,
+    li > div:hover {
       background-color: ${({ theme }) => theme.colors.secondary.light4};
       border-bottom: none;
       border-radius: 4px;
@@ -52,6 +66,7 @@ type MenuChild = {
   label: string;
   name: string;
   url: string;
+  usesRouter?: boolean;
 };
 
 export interface SubMenuProps {
@@ -66,9 +81,23 @@ export interface SubMenuProps {
   name: string;
   children?: MenuChild[];
   activeChild?: MenuChild['name'];
+  /* If usesRouter is true, a react-router <Link> component will be used instead of href.
+   *  ONLY set usesRouter to true if SubMenu is wrapped in a react-router <Router>;
+   *  otherwise, a 'You should not use <Link> outside a <Router>' error will be thrown */
+  usesRouter?: boolean;
 }
 
 const SubMenu: React.FunctionComponent<SubMenuProps> = props => {
+  let hasHistory = true;
+
+  // If no parent <Router> component exists, useHistory throws an error
+  try {
+    useHistory();
+  } catch (err) {
+    // If error is thrown, we know not to use <Link> in render
+    hasHistory = false;
+  }
+
   return (
     <StyledHeader>
       <Navbar inverse fluid role="navigation">
@@ -77,15 +106,31 @@ const SubMenu: React.FunctionComponent<SubMenuProps> = props => {
         </Navbar.Header>
         <Nav>
           {props.children &&
-            props.children.map(child => (
-              <MenuItem
-                active={child.name === props.activeChild}
-                key={`${child.label}`}
-                href={child.url}
-              >
-                {child.label}
-              </MenuItem>
-            ))}
+            props.children.map(child => {
+              if ((props.usesRouter || hasHistory) && !!child.usesRouter) {
+                return (
+                  <li
+                    className={child.name === props.activeChild ? 'active' : ''}
+                    key={`${child.label}`}
+                  >
+                    <div>
+                      <Link to={child.url}>{child.label}</Link>
+                    </div>
+                  </li>
+                );
+              }
+
+              return (
+                <MenuItem
+                  className="no-router"
+                  active={child.name === props.activeChild}
+                  key={`${child.label}`}
+                  href={child.url}
+                >
+                  {child.label}
+                </MenuItem>
+              );
+            })}
         </Nav>
         <Nav className="navbar-right">
           {props.secondaryButton && (
diff --git a/superset-frontend/src/views/CRUD/data/common.ts b/superset-frontend/src/views/CRUD/data/common.ts
index e47fd99fe..6cd6b393e 100644
--- a/superset-frontend/src/views/CRUD/data/common.ts
+++ b/superset-frontend/src/views/CRUD/data/common.ts
@@ -25,16 +25,19 @@ export const commonMenuData = {
       name: 'Datasets',
       label: t('Datasets'),
       url: '/tablemodelview/list/',
+      usesRouter: true,
     },
     {
       name: 'Databases',
       label: t('Databases'),
       url: '/databaseview/list/',
+      usesRouter: true,
     },
     {
       name: 'Saved Queries',
       label: t('Saved Queries'),
       url: '/sqllab/my_queries/',
+      usesRouter: false,
     },
   ],
 };