Running integration tests with Cobertura Maven plugin

I am having trouble getting the Cobertura plugin to run integration tests in Maven. The closest answer to this question I have found is http://jira.codehaus.org/browse/MCOBERTURA-86. However, the issue remains an open bug. I tried the configuration suggested by Stevo on 03/Apr/09, it didn't work.

My POM

<reporting>
    <plugins>
        <plugin>
            <groupId>org.codehaus.mojo</groupId>
            <artifactId>cobertura-maven-plugin</artifactId>
            <version>2.3-SNAPSHOT</version>
            <reportSets>
            <reportSet>
                <reports>
                    <report>cobertura-integration</report>
                </reports>
            </reportSet>
            </reportSets>               
        </plugin>   
    </plugins>
</reporting>

which is by the way exactly the same as the configuration fragment provided by Stevo.