diff --git a/pyomo/solvers/plugins/solvers/gurobi_direct.py b/pyomo/solvers/plugins/solvers/gurobi_direct.py
index 6d8a9137aa2..ab8176446ea 100644
--- a/pyomo/solvers/plugins/solvers/gurobi_direct.py
+++ b/pyomo/solvers/plugins/solvers/gurobi_direct.py
@@ -240,9 +240,9 @@ def _apply_solver(self):
         StaleFlagManager.mark_all_as_stale()
 
         if self._tee:
-            self._solver_model.setParam('OutputFlag', 1)
+            self._solver_model.setParam('LogToConsole', 1)
         else:
-            self._solver_model.setParam('OutputFlag', 0)
+            self._solver_model.setParam('LogToConsole', 0)
 
         if self._keepfiles:
             # Only save log file when the user wants to keep it.
diff --git a/pyomo/solvers/tests/checks/test_gurobi_direct.py b/pyomo/solvers/tests/checks/test_gurobi_direct.py
index d3fbef9d6d0..5320b04c732 100644
--- a/pyomo/solvers/tests/checks/test_gurobi_direct.py
+++ b/pyomo/solvers/tests/checks/test_gurobi_direct.py
@@ -134,9 +134,9 @@ def setParam(self, param, value):
                 opt.solve(self.model, options={"MIPFocus": 2})
 
         # Method should not be set again, but MIPFocus was changed.
-        # OutputFlag is explicitly set on the model.
+        # LogToConsole is explicitly set on the model.
         assert envparams == {"Method": 2, "MIPFocus": 1}
-        assert modelparams == {"MIPFocus": 2, "OutputFlag": 0}
+        assert modelparams == {"MIPFocus": 2, "LogToConsole": 0}
 
     # Try an erroneous parameter setting to ensure parameters go through in all
     # cases. Expect an error to indicate pyomo tried to set the parameter.