If you double click the Text Box for example in below figure, Phase1_EndDt.
The Placeholder Properties dialog appears.
From there you will not able to see any background color property. You must make sure Text Box is selected but not the text inside it then select Properties Pages icon in Properties Window.
You will see the Text Box Properties page appears then you can click the Fill to set the background color.