IDEAS home Printed from https://ideas.repec.org/a/dem/demres/v26y2012i22.html
   My bibliography  Save this article

Point process models for household distributions within small areal units

Author

Listed:
  • Zack W. Almquist

    (University of Washington)

  • Carter T. Butts

    (University of California, Irvine)

Abstract

Spatio-demographic data sets are increasingly available worldwide, permitting ever more realistic modeling and analysis of social processes ranging from mobility to disease transmission. The information provided by these data sets is typically aggregated by areal unit, for reasons of both privacy and administrative cost. Unfortunately, such aggregation does not permit fine-grained assessment of geography at the level of individual households. In this paper, we propose to partially address this problem via the development of point process models that can be used to effectively simulate the location of individual households within small areal units.

Suggested Citation

  • Zack W. Almquist & Carter T. Butts, 2012. "Point process models for household distributions within small areal units," Demographic Research, Max Planck Institute for Demographic Research, Rostock, Germany, vol. 26(22), pages 593-632.
    • Handle: RePEc:dem:demres:v:26:y:2012:i:22
    DOI: 10.4054/DemRes.2012.26.22
    as

    Download full text from publisher

    File URL: https://www.demographic-research.org/volumes/vol26/22/26-22.pdf
    Download Restriction: no
    File URL: https://libkey.io/10.4054/DemRes.2012.26.22?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    References listed on IDEAS

    as
    1. Davis, Harry L, 1976. "Decision Making within the Household," Journal of Consumer Research, Journal of Consumer Research Inc., vol. 2(4), pages 241-260, March.
    2. Julian Besag & Peter J. Diggle, 1977. "Simple Monte Carlo Tests for Spatial Pattern," Journal of the Royal Statistical Society Series C, Royal Statistical Society, vol. 26(3), pages 327-333, November.
    3. Linton Freeman & Morris Sunshine, 1976. "Race and intra-urban migration," Demography, Springer;Population Association of America (PAA), vol. 13(4), pages 571-575, November.
    4. Gibson, Clark C. & Ostrom, Elinor & Ahn, T. K., 2000. "The concept of scale and the human dimensions of global change: a survey," Ecological Economics, Elsevier, vol. 32(2), pages 217-239, February.
    5. Paul Voss, 2007. "Demography as a Spatial Social Science," Population Research and Policy Review, Springer;Southern Demographic Association (SDA), vol. 26(5), pages 457-476, December.
    6. Christophe Z. Guilmoto & S. Irudaya Rajan, 2001. "Spatial Patterns of Fertility Transition in Indian Districts," Population and Development Review, The Population Council, Inc., vol. 27(4), pages 713-738, December.
    7. Almquist, Zack W., 2010. "US Census Spatial and Demographic Data in R: The UScensus2000 Suite of Packages," Journal of Statistical Software, Foundation for Open Access Statistics, vol. 37(i06).
    8. Marcel Salathé & James H Jones, 2010. "Dynamics and Control of Diseases in Networks with Community Structure," PLOS Computational Biology, Public Library of Science, vol. 6(4), pages 1-11, April.
    9. Baddeley, Adrian & Turner, Rolf, 2005. "spatstat: An R Package for Analyzing Spatial Point Patterns," Journal of Statistical Software, Foundation for Open Access Statistics, vol. 12(i06).
    10. Michael Reibel, 2007. "Geographic Information Systems and Spatial Data Processing in Demography: a Review," Population Research and Policy Review, Springer;Southern Demographic Association (SDA), vol. 26(5), pages 601-618, December.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Angelo Mazza & Antonio Punzo, 2016. "Spatial attraction in migrants' settlement patterns in the city of Catania," Demographic Research, Max Planck Institute for Demographic Research, Rostock, Germany, vol. 35(5), pages 117-138.
    2. Stephen Matthews & Daniel M. Parker, 2013. "Progress in Spatial Demography," Demographic Research, Max Planck Institute for Demographic Research, Rostock, Germany, vol. 28(10), pages 271-312.
    3. Zack W Almquist, 2020. "Large-scale spatial network models: An application to modeling information diffusion through the homeless population of San Francisco," Environment and Planning B, , vol. 47(3), pages 523-540, March.

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Margaret Weden & Christine Peterson & Jeremy Miles & Regina Shih, 2015. "Evaluating Linearly Interpolated Intercensal Estimates of Demographic and Socioeconomic Characteristics of U.S. Counties and Census Tracts 2001–2009," Population Research and Policy Review, Springer;Southern Demographic Association (SDA), vol. 34(4), pages 541-559, August.
    2. Sohyla Reshadat & Alireza Zangeneh & Shahram Saeidi & Neda Izadi & S. Ramin Ghasemi & Nader Rajabi-Gilan, 2018. "A Feasibility Study of Implementing the Policies on Increasing Birth Rate with an Emphasis on Socio-economic Status: A Case Study of Kermanshah Metropolis, Western Iran," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 140(2), pages 619-636, November.
    3. Kavroudakis, Dimitris, 2015. "sms: An R Package for the Construction of Microdata for Geographical Analysis," Journal of Statistical Software, Foundation for Open Access Statistics, vol. 68(i02).
    4. Rares Halbac-Cotoara-Zamfir & Gianluca Egidi & Rosanna Salvia & Luca Salvati & Adele Sateriano & Antonio Gimenez-Morera, 2021. "Recession, Local Fertility, and Urban Sustainability: Results of a Quasi-Experiment in Greece, 1991–2018," Sustainability, MDPI, vol. 13(3), pages 1-18, January.
    5. Davidson, Marty, 2024. "Strategic Point Processes," OSF Preprints g5r9t, Center for Open Science.
    6. Christian Wehenkel & João Marcelo Brazão-Protázio & Artemio Carrillo-Parra & José Hugo Martínez-Guerrero & Felipe Crecente-Campo, 2015. "Spatial Distribution Patterns in the Very Rare and Species-Rich Picea chihuahuana Tree Community (Mexico)," PLOS ONE, Public Library of Science, vol. 10(10), pages 1-19, October.
    7. Golay, Jean & Kanevski, Mikhail & Vega Orozco, Carmen D. & Leuenberger, Michael, 2014. "The multipoint Morisita index for the analysis of spatial patterns," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 406(C), pages 191-202.
    8. Marcia Castro, 2007. "Spatial Demography: An Opportunity to Improve Policy Making at Diverse Decision Levels," Population Research and Policy Review, Springer;Southern Demographic Association (SDA), vol. 26(5), pages 477-509, December.
    9. Pebesma, Edzer & Bivand, Roger & Ribeiro, Paulo Justiniano, 2015. "Software for Spatial Statistics," Journal of Statistical Software, Foundation for Open Access Statistics, vol. 63(i01).
    10. Samaneh Sadat Nickayin & Bogdana Nosova & Rosario Turco & Massimiliano Giacalone & Luca Salvati, 2022. "Demographic Change and the Urban–Rural Divide: Understanding the Role of Density and Agglomeration in Fertility Transitions," Land, MDPI, vol. 11(11), pages 1-16, November.
    11. Robert Costanza & Shuang Liu, 2014. "Ecosystem Services and Environmental Governance: Comparing China and the U.S," Asia and the Pacific Policy Studies, Wiley Blackwell, vol. 1(1), pages 160-170, January.
    12. Grillitsch, Markus & Asheim, Björn & Fünfschilling, Lea & Kelmenson, Sophie & Lowe, Nichola & Lundquist, Karl Johan & Mahmoud, Yahia & Martynovich, Mikhail & Mattson, Pauline & Miörner, Johan & Nilsso, 2023. "Rescaling: An Analytical Lense to Study Economic and Industrial Shifts," Papers in Innovation Studies 2023/11, Lund University, CIRCLE - Centre for Innovation Research.
    13. David P. Lindstrom & Silvia E. Giorguli-Saucedo, 2007. "The interrelationship of fertility, family maintenance and Mexico-U.S. Migration," Demographic Research, Max Planck Institute for Demographic Research, Rostock, Germany, vol. 17(28), pages 821-858.
    14. Gregory, Steve, 2012. "Ordered community structure in networks," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 391(8), pages 2752-2763.
    15. Arii, Ken & Caspersen, John P. & Jones, Trevor A. & Thomas, Sean C., 2008. "A selection harvesting algorithm for use in spatially explicit individual-based forest simulation models," Ecological Modelling, Elsevier, vol. 211(3), pages 251-266.
    16. Wei Zhong, 2017. "Simulating influenza pandemic dynamics with public risk communication and individual responsive behavior," Computational and Mathematical Organization Theory, Springer, vol. 23(4), pages 475-495, December.
    17. Giuseppe Espa & Giuseppe Arbia & Diego Giuliani, 2013. "Conditional versus unconditional industrial agglomeration: disentangling spatial dependence and spatial heterogeneity in the analysis of ICT firms’ distribution in Milan," Journal of Geographical Systems, Springer, vol. 15(1), pages 31-50, January.
    18. Tsimpanos, Apostolos & Tsimbos, Cleon & Kalogirou, Stamatis, 2018. "Assessing spatial variation and heterogeneity of fertility in Greece at local authority level," MPRA Paper 100406, University Library of Munich, Germany.
    19. Tse-Chuan Yang & Stephen A Matthews, 2015. "Death by Segregation: Does the Dimension of Racial Segregation Matter?," PLOS ONE, Public Library of Science, vol. 10(9), pages 1-26, September.
    20. Merrie, Andrew & Olsson, Per, 2014. "An innovation and agency perspective on the emergence and spread of Marine Spatial Planning," Marine Policy, Elsevier, vol. 44(C), pages 366-374.

    More about this item

    Keywords

    simulation; spatial demography; household distribution; areal units; point processes;
    All these keywords.

    JEL classification:

    • J1 - Labor and Demographic Economics - - Demographic Economics
    • Z0 - Other Special Topics - - General

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:dem:demres:v:26:y:2012:i:22. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Editorial Office (email available below). General contact details of provider: https://www.demogr.mpg.de/ .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.