What do you mean by Ba being reduced? Do you mean oxidised? According to the electrode potentials the reaction
Ba + 2Na
+ Ba
2+ + 2Na
is favourable. But both Ba and Na react with water. If you put Ba into a solution of Na
2SO
4, you will get Ba
2+ and hydrogen, rather than a reaction with Na
+.