There are several factors that these officers will consider when assessing a temporary resident visa application. We will look at such things as ties to the home country, the reasons for travel, the person's means, and so on. All of those things factor into a decision made by the visa officer. I would say that it's not an arbitrary decision; it's a considered decision based on many factors.
On November 26th, 2013. See this statement in context.