Data in the social sciences often do not conform to what a researcher would like in order to have an unproblematic analysis using some form of linear regression. Especially, when data reflect counts, a number of potential problems arise. This case study discusses challenges that occurred when applying the models and examines the results. Finally,…

Although I am an economic geographer trained in the United States, most of my research has been conducted in Germany or Canada. Thus, I developed my disciplinary schema in a context different from the one where I now use it. This US-focused training taught me that before one examines the local dynamics of a particular industry, labor market, or…