diff --git a/spring-boot-devtools/pom.xml b/spring-boot-devtools/pom.xml
index 0a98a1bc00..f38d55e3ae 100644
--- a/spring-boot-devtools/pom.xml
+++ b/spring-boot-devtools/pom.xml
@@ -44,6 +44,16 @@
 			<artifactId>spring-jdbc</artifactId>
 			<optional>true</optional>
 		</dependency>
+		<dependency>
+			<groupId>org.springframework</groupId>
+			<artifactId>spring-orm</artifactId>
+			<optional>true</optional>
+		</dependency>
+		<dependency>
+			<groupId>org.hibernate</groupId>
+			<artifactId>hibernate-entitymanager</artifactId>
+			<optional>true</optional>
+		</dependency>
 		<dependency>
 			<groupId>org.springframework</groupId>
 			<artifactId>spring-web</artifactId>
diff --git a/spring-boot-devtools/src/main/java/org/springframework/boot/devtools/autoconfigure/DevToolsDataSourceAutoConfiguration.java b/spring-boot-devtools/src/main/java/org/springframework/boot/devtools/autoconfigure/DevToolsDataSourceAutoConfiguration.java
index 1a5c712918..32b1ed6363 100644
--- a/spring-boot-devtools/src/main/java/org/springframework/boot/devtools/autoconfigure/DevToolsDataSourceAutoConfiguration.java
+++ b/spring-boot-devtools/src/main/java/org/springframework/boot/devtools/autoconfigure/DevToolsDataSourceAutoConfiguration.java
@@ -27,6 +27,8 @@ import org.springframework.boot.autoconfigure.AutoConfigureAfter;
 import org.springframework.boot.autoconfigure.EnableAutoConfiguration;
 import org.springframework.boot.autoconfigure.condition.AllNestedConditions;
 import org.springframework.boot.autoconfigure.condition.ConditionalOnBean;
+import org.springframework.boot.autoconfigure.condition.ConditionalOnClass;
+import org.springframework.boot.autoconfigure.data.jpa.EntityManagerFactoryDependsOnPostProcessor;
 import org.springframework.boot.autoconfigure.jdbc.DataSourceAutoConfiguration;
 import org.springframework.boot.autoconfigure.jdbc.DataSourceProperties;
 import org.springframework.boot.devtools.autoconfigure.DevToolsDataSourceAutoConfiguration.DevToolsDataSourceCondition;
@@ -34,6 +36,8 @@ import org.springframework.context.annotation.Bean;
 import org.springframework.context.annotation.Conditional;
 import org.springframework.context.annotation.Configuration;
 import org.springframework.jdbc.datasource.embedded.EmbeddedDatabase;
+import org.springframework.orm.jpa.AbstractEntityManagerFactoryBean;
+import org.springframework.orm.jpa.LocalContainerEntityManagerFactoryBean;
 
 /**
  * {@link EnableAutoConfiguration Auto-configuration} for DevTools-specific
@@ -54,6 +58,23 @@ public class DevToolsDataSourceAutoConfiguration {
 				dataSourceProperties);
 	}
 
+	/**
+	 * Additional configuration to ensure that
+	 * {@link javax.persistence.EntityManagerFactory} beans depend on the
+	 * {@code inMemoryDatabaseShutdownExecutor} bean.
+	 */
+	@Configuration
+	@ConditionalOnClass(LocalContainerEntityManagerFactoryBean.class)
+	@ConditionalOnBean(AbstractEntityManagerFactoryBean.class)
+	static class DatabaseShutdownExecutorJpaDependencyConfiguration
+			extends EntityManagerFactoryDependsOnPostProcessor {
+
+		DatabaseShutdownExecutorJpaDependencyConfiguration() {
+			super("inMemoryDatabaseShutdownExecutor");
+		}
+
+	}
+
 	static final class NonEmbeddedInMemoryDatabaseShutdownExecutor
 			implements DisposableBean {
 
@@ -82,7 +103,7 @@ public class DevToolsDataSourceAutoConfiguration {
 
 		private boolean dataSourceRequiresShutdown() {
 			return IN_MEMORY_DRIVER_CLASS_NAMES
-					.contains(this.dataSourceProperties.getDriverClassName())
+					.contains(this.dataSourceProperties.determineDriverClassName())
 					&& (!(this.dataSource instanceof EmbeddedDatabase));
 		}
 
diff --git a/spring-boot-devtools/src/test/java/org/springframework/boot/devtools/autoconfigure/DevToolsDataSourceAutoConfigurationTests.java b/spring-boot-devtools/src/test/java/org/springframework/boot/devtools/autoconfigure/DevToolsDataSourceAutoConfigurationTests.java
index 5b0b21e63f..95225a79fd 100644
--- a/spring-boot-devtools/src/test/java/org/springframework/boot/devtools/autoconfigure/DevToolsDataSourceAutoConfigurationTests.java
+++ b/spring-boot-devtools/src/test/java/org/springframework/boot/devtools/autoconfigure/DevToolsDataSourceAutoConfigurationTests.java
@@ -20,9 +20,11 @@ import java.sql.Connection;
 import java.sql.SQLException;
 import java.sql.Statement;
 
+import javax.persistence.EntityManagerFactory;
 import javax.sql.DataSource;
 
 import org.junit.Test;
+import org.mockito.InOrder;
 
 import org.springframework.boot.autoconfigure.jdbc.DataSourceProperties;
 import org.springframework.boot.context.properties.EnableConfigurationProperties;
@@ -35,6 +37,7 @@ import org.springframework.jdbc.datasource.embedded.EmbeddedDatabase;
 
 import static org.assertj.core.api.Assertions.assertThat;
 import static org.mockito.BDDMockito.given;
+import static org.mockito.Mockito.inOrder;
 import static org.mockito.Mockito.mock;
 import static org.mockito.Mockito.times;
 import static org.mockito.Mockito.verify;
@@ -48,7 +51,7 @@ public class DevToolsDataSourceAutoConfigurationTests {
 
 	@Test
 	public void embeddedDatabaseIsNotShutDown() throws SQLException {
-		ConfigurableApplicationContext context = createContext("org.h2.Driver",
+		ConfigurableApplicationContext context = createContextWithDriver("org.h2.Driver",
 				EmbeddedDatabaseConfiguration.class);
 		DataSource dataSource = context.getBean(DataSource.class);
 		context.close();
@@ -57,8 +60,8 @@ public class DevToolsDataSourceAutoConfigurationTests {
 
 	@Test
 	public void externalDatabaseIsNotShutDown() throws SQLException {
-		ConfigurableApplicationContext context = createContext("org.postgresql.Driver",
-				DataSourceConfiguration.class);
+		ConfigurableApplicationContext context = createContextWithDriver(
+				"org.postgresql.Driver", DataSourceConfiguration.class);
 		DataSource dataSource = context.getBean(DataSource.class);
 		context.close();
 		verify(dataSource, times(0)).getConnection();
@@ -66,7 +69,35 @@ public class DevToolsDataSourceAutoConfigurationTests {
 
 	@Test
 	public void nonEmbeddedInMemoryDatabaseIsShutDown() throws SQLException {
-		ConfigurableApplicationContext context = createContext("org.h2.Driver",
+		ConfigurableApplicationContext context = createContextWithDriver("org.h2.Driver",
+				DataSourceConfiguration.class);
+		DataSource dataSource = context.getBean(DataSource.class);
+		Connection connection = mock(Connection.class);
+		given(dataSource.getConnection()).willReturn(connection);
+		Statement statement = mock(Statement.class);
+		given(connection.createStatement()).willReturn(statement);
+		context.close();
+		verify(statement).execute("SHUTDOWN");
+	}
+
+	@Test
+	public void nonEmbeddedInMemoryDatabaseConfiguredWithDriverIsShutDown()
+			throws SQLException {
+		ConfigurableApplicationContext context = createContextWithDriver("org.h2.Driver",
+				DataSourceConfiguration.class);
+		DataSource dataSource = context.getBean(DataSource.class);
+		Connection connection = mock(Connection.class);
+		given(dataSource.getConnection()).willReturn(connection);
+		Statement statement = mock(Statement.class);
+		given(connection.createStatement()).willReturn(statement);
+		context.close();
+		verify(statement).execute("SHUTDOWN");
+	}
+
+	@Test
+	public void nonEmbeddedInMemoryDatabaseConfiguredWithUrlIsShutDown()
+			throws SQLException {
+		ConfigurableApplicationContext context = createContextWithUrl("jdbc:h2:mem:test",
 				DataSourceConfiguration.class);
 		DataSource dataSource = context.getBean(DataSource.class);
 		Connection connection = mock(Connection.class);
@@ -85,13 +116,40 @@ public class DevToolsDataSourceAutoConfigurationTests {
 				.isEmpty();
 	}
 
-	private ConfigurableApplicationContext createContext(String driver,
+	@Test
+	public void entityManagerFactoryIsClosedBeforeDatabaseIsShutDown()
+			throws SQLException {
+		ConfigurableApplicationContext context = createContextWithUrl("jdbc:h2:mem:test",
+				DataSourceConfiguration.class, EntityManagerFactoryConfiguration.class);
+		DataSource dataSource = context.getBean(DataSource.class);
+		Connection connection = mock(Connection.class);
+		given(dataSource.getConnection()).willReturn(connection);
+		Statement statement = mock(Statement.class);
+		given(connection.createStatement()).willReturn(statement);
+		EntityManagerFactory entityManagerFactory = context
+				.getBean(EntityManagerFactory.class);
+		context.close();
+		InOrder inOrder = inOrder(statement, entityManagerFactory);
+		inOrder.verify(statement).execute("SHUTDOWN");
+		inOrder.verify(entityManagerFactory).close();
+	}
+
+	private ConfigurableApplicationContext createContextWithDriver(String driver,
+			Class<?>... classes) {
+		return createContext("spring.datasource.driver-class-name:" + driver, classes);
+	}
+
+	private ConfigurableApplicationContext createContextWithUrl(String url,
+			Class<?>... classes) {
+		return createContext("spring.datasource.url:" + url, classes);
+	}
+
+	private ConfigurableApplicationContext createContext(String property,
 			Class<?>... classes) {
 		AnnotationConfigApplicationContext context = new AnnotationConfigApplicationContext();
 		context.register(classes);
 		context.register(DevToolsDataSourceAutoConfiguration.class);
-		EnvironmentTestUtils.addEnvironment(context,
-				"spring.datasource.driver-class-name:" + driver);
+		EnvironmentTestUtils.addEnvironment(context, property);
 		context.refresh();
 		return context;
 	}
@@ -111,7 +169,7 @@ public class DevToolsDataSourceAutoConfigurationTests {
 	static class DataSourceConfiguration {
 
 		@Bean
-		public DataSource in() {
+		public DataSource dataSource() {
 			return mock(DataSource.class);
 		}
 
@@ -121,10 +179,19 @@ public class DevToolsDataSourceAutoConfigurationTests {
 	static class NoDataSourcePropertiesConfiguration {
 
 		@Bean
-		public DataSource in() {
+		public DataSource dataSource() {
 			return mock(DataSource.class);
 		}
 
 	}
 
+	@Configuration
+	static class EntityManagerFactoryConfiguration {
+
+		@Bean
+		public EntityManagerFactory entityManagerFactory() {
+			return mock(EntityManagerFactory.class);
+		}
+	}
+
 }