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 ==Research Policy Special Issue== This paper is for a Special Issue of Research Policy, organized by/for the UMM grant cohort. It The deadline for submission is Nov 30th, 2019. See: https://www.journals.elsevier.com/research-policy/call-for-papers/uncommon-methods-and-metrics Examples of questions that papers could address are:#What fundamental constructs or elements might constitute a theory or theoretical base for the geographically defined entrepreneurial ecosystem?#What are general definitions of entrepreneurial ecosystems so that entrepreneurial ecosystems can be measured in a consistent way across all sectors?#What key relationships need to be captured at the entrepreneurial ecosystem level?#How should the impact of local entrepreneurial ecosystems on economic growth at the national level be measured?#Whose performance (and what) should be measured? Should researchers look at a mix of short- and long-term measures? #Do existing rankings for entrepreneurial ecosystems measure what they claim to measure?#To what extent are entrepreneurial ecosystems and innovation related?#What are the salient levels of analysis (e.g., cultural, institutional, spatial) to consider when analyzing entrepreneurial behavior?How do the characteristics of entrepreneurial ecosystems vary by country?#By which mechanisms do entrepreneurial ecosystems get established, mature, decline, or get renewed?#What are the trade-offs between attracting entrepreneurs to a city, and solving urban problems such as affordable housing?#Under what circumstances could a university be considered an ecosystem, and how does this interact with entrepreneurial ecosystems?What are more finely grained evaluations of the effectiveness of policy instruments that capture connections and ties across entrepreneurial ecosystems?#To what extent is government policy accelerating or inhibiting the progress of entrepreneurial ecosystems? ==Data and Analysis== The paper will use [[vcdb4]] and [[US Startup City Ranking]], as well as a wealth of old McNair material.Sources include (copied to the project folder unless otherwise noted):*[[Hubs]]: Hubs Data v2_'16.xlsx*[[Federal Grant Data]], including NIH, NSF and other grant data, especially SBIR/STTR. Possibly also contract data. *[[Urban Start-up Agglomeration and Venture Capital Investment|Agglomeration]], including the locality indicators, and [[American Community Survey (ACS) Data]]*Market vs. non-Market? E:\mcnair\Projects\Houston\MarketNonMarket*Location of VCs (foriegn vs. domestic, local vs. not, etc.) E:\mcnair\Projects\Houston\Houston Ecosystem Recommendations\2017ReportV1.xlsx*Pipeline and raise rate for Houston: E:\mcnair\Projects\Houston\Acc Rank (IB) -- moved to subfolder pipeline*[[U.S. Seed Accelerators]], and also other source material for [[Determinants of Seed Accelerator Performance: The Horse, the Jockey, and the Racetrack]]. Likely just the load of the file to rule them all...*[[Incubator Seed Data]]

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