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Going beyond estimation at the firm level, we find that map query data are also predictive at the level of the specific consumer sector.
However, beyond these positive effects of immigrants at the firm level there are also positive external effects at the community level.
In our analysis at the firm level, we find that not all firms discriminate.
These firm variables used in our estimations are common indicators of innovativeness at the firm level.
Firm specific identification codes made it possible to combine the information in both registers at the firm level.
The ability to track DNA-specific patents and an ongoing database of firms maintained by a sequence of students at Stanford and Duke universities enabled tracking at the firm level.
After integrating resources beyond the firm-level, an ecosystem is formed at the collective level.
First, ZGC is a typical DEE that is populated by digital species and integrates various resources beyond the firm-level.
Because an ecosystem can facilitate the integration of resources and supportive elements beyond the firm-level, a digital entrepreneurship ecosystem is important for the success of digital entrepreneurship (Spigel, 2015).
The firm-level controls included self-reported questions about firm age, number of employees, and the performance of the firm.
The firm-level control variables include ownership, age, assets and size of the firm.
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