You can also use HTML like in the following example:
string = "This is my text " + " Another text ";
textView.setText(Html.fromHtml(string));
Without using additional variable (one-line solution):
textView.setText(Html.fromHtml("This is my text " + " Another text "));
It is quite easy and understandable solution :)