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Demography in the Big Data Revolution: Changing the Culture to Forge New Frontiers

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  • Stephanie A. Bohon

    (University of Tennessee)

Abstract

Despite the widespread and rapidly growing popularity of Big Data, researchers have yet to agree on what the concept entails, what tools are still needed to best interrogate these data, whether or not Big Data’s emergence represents a new academic field or simply a set of tools, and how much confidence we can place on results derived from Big Data. Despite these ambiguities, most would agree that Big Data and the methods for analyzing it represent a remarkable potential for advancing social science knowledge. In my Presidential address to the Southern Demographic Association, I argue that demographers have long collected and analyzed Big Data in a small way, by parsing out the points of information that we can manipulate with familiar models and restricting analyses to what typical computing systems can handle or restricted-access data disseminators will allow. In order to better interrogate the data we already have, we need to change the culture of demography to treat demographic microdata as Big. This includes shaping the definition of Big Data, changing how we conceptualize models, and re-evaluating how we silo confidential data.

Suggested Citation

  • Stephanie A. Bohon, 2018. "Demography in the Big Data Revolution: Changing the Culture to Forge New Frontiers," Population Research and Policy Review, Springer;Southern Demographic Association (SDA), vol. 37(3), pages 323-341, June.
    • Handle: RePEc:kap:poprpr:v:37:y:2018:i:3:d:10.1007_s11113-018-9464-6
    DOI: 10.1007/s11113-018-9464-6
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    1. Krista Perreira & Kathleen Harris & Dohoon Lee, 2006. "Making it in America: High school completion by immigrant and native youth," Demography, Springer;Population Association of America (PAA), vol. 43(3), pages 511-536, August.
    2. Bell, B.A. & Onwuegbuzie, A.J. & Ferron, J.M. & Jiao, Q.G. & Hibbard, S.T. & Kromrey, J.D., 2012. "Use of design effects and sample weights in complex health survey data: A review of published articles using data from 3 commonly used adolescent health surveys," American Journal of Public Health, American Public Health Association, vol. 102(7), pages 1399-1405.
    3. Fernando Riosmena & Douglas S. Massey, 2012. "Pathways to El Norte: Origins, Destinations, and Characteristics of Mexican Migrants to the United States," International Migration Review, Wiley Blackwell, vol. 46(1), pages 3-36, March.
    4. Steven Ruggles, 2014. "Big Microdata for Population Research," Demography, Springer;Population Association of America (PAA), vol. 51(1), pages 287-297, February.
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    Cited by:

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    2. Peter A. Morrison & Brad Edmondson & Kristie Ferrantella & David Lockhart & Samantha Reis & Anna Tapp, 2020. "Estimating Nantucket’s Effective Population," Population Research and Policy Review, Springer;Southern Demographic Association (SDA), vol. 39(3), pages 577-604, June.

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