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- W2316388308 abstract "One subject in entrepreneurship research is to find factors which explain regional variations in firm startup activity. Reviewing the entrepreneurship literature points out that in most studies classical linear models are used to identify influencing factors on regional founding rates. The spatial component of data is mostly disregarded. Estimating a global model implies that the influence of the independent variables are constant over the whole study region. In paper it will be tested if the global linear model is appropriate to estimate the founding activity. Therefore a global indicator for spatial autocorrelation (Moran I) are calculated first. It shows the spatial dependence in regional firm startup rates and additional regional data on the level of 93 counties of Austria. Further a geographically weighted regression (GWR) model is estimated to test whether a constant relationship between the founding rate and dependent variables exists over the whole study region. The test of spatial dependence shows a significant positive autocorrelation in most regional variables. The local parameter values of the GWR model indicate significant regional variations which points out that a global linear model is not appropriate to explain the startup activity in Austria." @default.
- W2316388308 created "2016-06-24" @default.
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- W2316388308 date "2007-01-01" @default.
- W2316388308 modified "2023-09-27" @default.
- W2316388308 title "Analysing Regional Firm Startup Activity Using Geographically Weighted Regression: The Case of Austria" @default.
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