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Microsimulating labour market job-worker matching

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Abstract

This paper introduces a new agent-based microsimulation (ABM) model of urban labour markets, in which workers actively seeking employment in each time period are matched with vacant jobs. The model is designed to operate within the Integrated Land Use, Transportation, Environment (ILUTE) urban simulation model system. In the current model application, 1986 is taken as the base year, with 20-year simulations being run (1986–2006) to test the model’s performance within a known historical time-period.

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References

  • Barlet M, Blanchet D, Le Barbanchon T (2009) Microsimulating supply/demand interactions on a labour market: a prototype. In: Zaidi A, Harding A, Williamson P (eds) New Frontiers in microsimulation modelling. Aldershot, Ashgate Chap. 7.

    Google Scholar 

  • Belenky P (2011) The value of travel time savings: departmental guidance for conducting economic evaluations, revision 2. Washington: U.S. Department of Transportation. Retrieved Aug 28, 2013 from the U.S. Department of Transportation: http://www.dot.gov/sites/dot.dev/files/docs/Value%20of%20Travel%20Time%20 Memorandum.pdf

  • Blanchet D, Crenner E, Le Minez S (2009) The new version of the DESTINIE microsimulation model, increased flexibility and adaptation to users’ needs. Retrieved Sept 3, 2013, from Les Journées de Méthodologie Statistique: http://jms.insee.fr/files/documents/2009/93_2-JMS2009_S13-2_BLANCHET-ACTE.PDF

  • Chingcuanco F, Miller EJ (2018) The ILUTE demographic microsimulation model for the greater Toronto-Hamilton area: current operational status and historical validation. In Thill JC, Dragicevic S (eds) GeoComputational analysis and modeling of regional science, advances in geographic information science. Springer International Publishing, New York, pp 139–159, https://doi.org/10.1007/978-3-319-59511-5_10

    Chapter  Google Scholar 

  • Farooq B, Miller EJ (2012) Towards integrated land use and transportation: a dynamic disequilibrium based microsimulation framework for built space markets. Transp Res A 46(7):1030–1053

    Google Scholar 

  • Hain M (2010) Labour market model of the Greater Toronto and Hamilton area for integration within the integrated land use, transportation, environment modelling system. MASc Thesis, University of Toronto

  • Harmon A (2013) A microsimulated industrial and occupation-based labour market model for use in the Integrated Land Use, Transportation, Environment (ILUTE) modelling system, MASc thesis. Toronto: Department of Civil Engineering, University of Toronto

  • King A, Bækgaard H, Robinson M (1999) DYNAMOD-2: an overview. National Centre for Economic Modelling, Technical Paper no. 19. University of Canberra

  • Leombruni R, Richiardi MG (2006) LABORsim: An agent-based microsimulation of labour supply: an application to Italy. Comput Econ 27(1):63–88

    Article  Google Scholar 

  • Marks M, Harold C (2011) Who asks and who receives in salary negotiation. J Organ Behav 32:371–394

    Article  Google Scholar 

  • Metrolinx (2008) Costs of road congestion in the greater Toronto and Hamilton area: impact and cost benefit analysis of the Metrolinx draft regional transportation plan. Retrieved August 28, 2013 from Metrolinx. http://www.metrolinx.com/en/regionalplanning/costsofcongestion/ISP_08-015_Cost_of_Congestion_report_1128081.pdf

  • Miller EJ, Farooq B, Chingcuanco F, Wang D (2011) Historical validation of an integrated transport—land use model system. Transp Res Record J Transp Res Board 2255:91–99

    Article  Google Scholar 

  • O’Shea PG, Bush DF (2002) Negotiation for starting salary: antecedents and outcomes among recent college graduates. J Bus Psychol 16:365–382

    Article  Google Scholar 

  • Rosenfield AF, Chingcuanco F, Miller EJ (2013) Agent-based housing microsimulation for integrated land use, transportation, environment model system. Procedia Comput Sci 19:841–846

    Article  Google Scholar 

  • Salvini PA, Miller EJ (2005) ILUTE: an operational prototype of a comprehensive microsimulation model of urban systems. Netw Spat Econ 5:217–234

    Article  Google Scholar 

  • Statistics Canada (1986) Census of Canada, 1986, individuals file. (subset compiled from public-use microdata file). Retrieved Feb 4, 2013. http://sda.chass.utoronto.ca.myaccess.library.utoronto.ca/sdaweb/html/canpumf.htm

  • Statistics Canada (1987–2006) Labour Force Survey, 1987–2006 summary table. Retrieved May 12, 2013. http://sda.chass.utoronto.ca.myaccess.library.utoronto.ca/sdaweb/html/lfs.htm

  • Statistics Canada (1996) Survey of labour and income dynamics, 1996 person file, summary table. http://sda.chass.utoronto.ca.myaccess.library.utoronto.ca/cgi-bin/sda/hsda?harcsda+slid96pr

  • Statistics Canada (2012a) Table 2820086: Labour force survey estimates (LFS), supplementary unemployment rates by sex and age group. CANSIM (database) version last updated November 2012. Accessed 8 Jan 2013

  • Statistics Canada (2012b) Canadian business patterns, June 2012. Statistics Canada catalogue number 551-0002. Ottawa, Ontario. Accessed 14 Dec, 2012

  • Tilahun N, Levinson D (2013) An agent-based model of origin destination estimation (ABODE). J Transp Land Use 6:73–88

    Google Scholar 

  • Vickery W (1961) Counterspeculation, auctions, and competitive sealed tenders. J Fin 16(1):8–37. https://doi.org/10.1111/j.1540-6261.1961.tb02789.x

    Article  MathSciNet  Google Scholar 

  • Waddell P, Borning A, Noth M, Freier N, Becke M, Ulfarsson G (2003) Microsimulation of urban development and location choices: design and implementation of UrbanSIM. Netw Spat Econ 3:43–67

    Article  Google Scholar 

  • Wagner P, Wegener M (2007) Urban land use transport and environment models: experiences with an integrated microscopic approach. disP 170:45–56

    Google Scholar 

  • Zaidi A, Rake K (2001) Dynamic microsimulation models: A review and some lessons for SAGE, SAGE discussion paper 2. ESRC SAGE Research Group, London School of Economics, London

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Acknowledgements

The research reported in this paper was supported by a Canada Natural Sciences and Engineering Research Council (NSERC) Discovery Grant.

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Correspondence to Eric J. Miller.

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Harmon, A., Miller, E.J. Microsimulating labour market job-worker matching. J Ambient Intell Human Comput 11, 993–1006 (2020). https://doi.org/10.1007/s12652-019-01206-4

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