Or far simpler than dealing with Spannable
s manually, since you didn’t say that you want the background highlighted, just the text:
String styledText = "This is <font color="red">simple</font>.";
textView.setText(Html.fromHtml(styledText), TextView.BufferType.SPANNABLE);