Add oil in large skillet over medium heat; add the brown rice, onion, and bell pepper and saute, stirring, until the vegetables soften.
Add the remaining ingredients, stir, reduce heat to low, cover the skillet loosely, and simmer for 25 to 30 minutes or until the rice is tender.
Serve hot or room temperature as a side dish with grilled meat of your choice.