Nordic Section of the Regional Science Association
Submitted to Parallel 2: Networks, Innovations and Infrastructure
Robert Sörensson, CERUM, Umeå University, SE-901 87 Umeå, Sweden Are MAR, Jacobs and Porter externalities less important for multi-plant firms than single plant firms?
In the literature treating endogenous growth models, human capital accumulation and knowledge
spillovers serve as the basis for the growth in an economy. Dynamic externalities in this context are
postulated to be the source of productivity growth that operate in an wider environment characterized
by increasing returns to scale external to the individual firm, see e.g. Romer (1986) and Lucas (1988).
Since such externalities stem from the interactions of economic agents these effects should be more
pronounced when agents are in close proximity to one another. According to Glaeser et al. (1992) there
are three different types of dynamic externalities, jointly sharing the view that innovation and
improvements in a particular firm increase the productivity of other firms; but the postulated sources of
these externalities differ.
Views based on ideas developed by Marshall (1920), Arrow (1962), and Romer (1990), and hence
referred to as Marshall-Arrow-Romer (MAR) theory, hold that concentration of an industry in a specific
location promotes knowledge spillover between firms, thus inducing productivity growth of that
industry. Furthermore, a monopolistic local market structure, rather than local competition, enhances
growth since the former restricts the dissemination of ideas to a larger extent and thus allows
externalities to be internalized by the innovating firm. At the other end of the spectrum, Jacobs (1969)
emphasizes the importance of accumulation of knowledge associated with diversity in industries, and
hence postulates that industries located in highly diversified areas are likely to grow most rapidly. In
addition, according to this conceptual framework, a highly competitive climate obliges firms to innovate
to remain competitive, which in turn further promotes the transmission of knowledge across firms.
Finally, Porter (1990) views of externalities, like MAR, emphasize that concentration within the same
industry is the dominant channel for spillover between firms, but in contrast to MAR and more in line
with Jacobs, local competition is believed to foster growth by promoting rapid adoption of innovation
and dissemination of local information. It should be stressed that these models are not mutually
exclusive, but instead differ in the aspects emphasized in attempts to explain how externalities affect
In this paper I:
a) study the growth effects of MAR, Jacobs and Porter externalities in 40 industries, using plant-level
micro data for Swedish single and multi-plant firms from 1997 to 2005;
b) discriminate between MAR, Jacobs and Porter externalities;
c) compare whether multi-plant firms are less dependent on externalities than single plant firms possibly
due to greater potential in-house resources.
Developing An Advisor Predicting Inpatient Hypokalemia: A Negative Study Kou-Wei Chiu, MD and Randolph A Miller, MD Department of Biomedical Informatics, Vanderbilt University School of Medicine Introduction Hypokalemia, defined as serum potassium (“K”) Data from the EHR system indicated 57,839 inpatients levels below 3.5mEq/L, is important clinically. It can from 8/1999–7/200
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