Coefficients indicate the change in the dependent variable for a one-unit change in the independent variable while holding other variables constant. For example, a coefficient of 3 for material quality means that for each unit increase in material quality, the dependent variable (e.g., products made) increases by 3 units, assuming other factors remain constant.