Progress 06/01/23 to 05/31/24
Outputs Target Audience:(1) social science researchers (2) policy analysts and policymakers Changes/Problems:
Nothing Reported
What opportunities for training and professional development has the project provided? Undergraduate RA: the opportunity to practice and learn Python, particularly geared toward webscraping and data generation Graduate RA: the opportunity to learn and practice GIS-related skills, particularly ArcGIS Pro in connection with the project How have the results been disseminated to communities of interest?(1) social science researchers The results have been presented at the following venues during the reporting period NBER Summer Institute, Development of the American Economic [DAE] (July 10, 2023 @ Cambridge, MA) New York University, Economic History Seminar (October 26, 2023 @ New York, NY) Mid-Atlantic International Trade Workshop (April 29, 2023 @ Richmond, VA) Federal Reserve/Penn State, Real Estate Frictions Conference (November 3, 2023 @ Washington, DC) Social Science History Association Annual Conference 2023 (November 18, 2023 @ Washington, DC) University of Pittsburgh, Research Seminar (January 23, 2024 @ Pittsburgh, PA) In each case, the audience included all or many social science researchers who engaged with the results (2) policy analysts and policymakers Among the presentations listed above, the following included outreach to this second target audience NBER Summer Institute -- as the national organization for American economists, the NBER has many members who work in or otherwise contribute to policy work Mid-Atlantic International Trade Workshop 2023 -- this conference included many economists from the federal reserve system for whom policy work is a key component of their portfolio Federal Reserve/Penn State, Real Estate Frictions Conference -- similar to above, this conference was held at the federal reserve in Washington, DC and included many economists from the organization What do you plan to do during the next reporting period to accomplish the goals? Work will continue and should conclude on data collection as described in the first checkbox Results from these data will be integrated into the project We will continue to revise and (if necessary) submit the paper to journals We will begin the planning stages for follow-up papers/projects
Impacts What was accomplished under these goals?
In all cases, the analytic results and data descriptions are available in the working paper:https://www.corybsmith.com/s/SmithKulka_2024_FrontierCountySeats.pdf Measurements: the paper and results now integrate data on (a) towns' historical newspapers, constructed from the Library of Congress directory. (b) work is ongoing by the undergraduate RA to collect/digitize further information on towns' status/prominence based on the frequency in which they appear in Google Books searches(c) the presence of post offices, roads, and railroads. Work is ongoing on collecting census map data for a wider range of public goods and population figures(d) a wide variety of measures of economic activity for both historical and modern periods including the occupational mix, income/salaries, and education. The graduate RA has ongoing work integrating land/property values from the CoreLogic dataset. Impacts: all of the measured data in #1 as well as population figures are analyzed with respect to obtaining a historical county seat (& with the associated in-migration). Many of these are measured on an annual or decadal basis, see paper Model/longer-term goals: based on discussions with researchers, we have connected the results to broader theories about what types of events/"shocks" lead to long-run placemaking and town formation. For example, we find that shocks earlier in history matter most with later shocks having minor or no importance. We have additionally developed and validated a machine learning model that predicts which types of communities were best-positioned to receive the county seat shock and associated in-migration, as measured by county-level outcomes in 2010. Detailed descriptions of both analyses are contained in the working paper.
Publications
- Type:
Journal Articles
Status:
Under Review
Year Published:
2024
Citation:
Smith, Cory and Kulka, Amrita "When is Long-run Agglomeration Possible? Evidence from County Seat Wars", Working Paper
https://www.corybsmith.com/s/SmithKulka_2024_FrontierCountySeats.pdf
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