Note: "Then & Now" (t&n) is a new version of what used to be the "Oldies but Goodies" (OBG) series. To demonstrate the superiority of a sound theoretical foundation relative to the industry's fad-driven "cookbook" practices, as well as the disregarded evolution/progress of RDM, I am re-visiting my old debunkings, bringing them up to the current state of knowledge. This will enable you to judge how well arguments have held up and realize the increasing gap between industry stagnation -- and scientific progress.
Then
“I am an application developer who is competent in SQL and have designed some small-scale schemas that have gotten the job done. I came to your website seeking enlightment on the issue of whether it is better to use strings to represent attributes (I believe these are called "speaking keys"), or to use integers and key them to a list of strings. I see that you are avidly pro-normalization, but I'm not even sure if this is a normalization issue. Here is a quote from a web site that captures my gut feeling. I hope you can comment or point me to an article that presents your view of the matter.
Many popular database tools make it very easy to create some sort of arbitrary numeric sequence for your primary keys. Be careful not to use these to excess. If you have are designing a music catalog system, it is definitely not useful to create a lot of arbitrary codes for music classification. There is unlikely to be much benefit in designating "1" to stand in for "Jazz", 2 for "Rock", 3 for "Classical" and 4 for "Latin Jazz" in an application. Why not just use the word "Jazz" for "Jazz" and use "Rock" to stand for "Rock"? It is certainly easier to remember. It also means that you won't have to lookup the value of 1 to see that it stands for "Jazz".”