Replacement of direct labor workers with highly automated machines has the following effect on variable and fixed manufacturing costs: Variable costs decrease, fixed costs increase. Both variable costs and fixed costs decrease. Variable costs increase, fixed costs decrease. Both variable costs and fixed costs increase.