no, egg color is only dependent on the breed/genetics of the chicken. a lot of people think brown eggs are "healthier" or "more wholesome," which is just not the case. in fact, white eggs are in some ways better because you can tell how fresh a white egg is simply by looking at it - it will start to develop small grey spots after several days, and the texture and appearance of the shell will become less chalky and more smooth.