• DocumentCode
    1791767
  • Title

    Mining microdata: Economic opportunity and spatial mobility in Britain and the United States, 1850–1881

  • Author

    Baskerville, Peter ; Dillon, Lisa ; Inwood, Kris ; Roberts, Evan ; Ruggles, Steven ; Schurer, Kevin ; Warren, John Robert

  • Author_Institution
    Dept. of History, Univ. of Alberta, Edmonton, AB, Canada
  • fYear
    2014
  • fDate
    27-30 Oct. 2014
  • Firstpage
    5
  • Lastpage
    13
  • Abstract
    For almost two centuries social theorists have argued that the fundamental difference in social structure between Europe and North America arises from greater economic and geographic mobility in North America. We study social mobility in three countries across two generations using machine learning techniques to create panels of individuals linked between censuses thirty years apart (1850-1880, 1880-1910). This paper reports on a preliminary analysis of social mobility between 1850 and 1880, finding that mobility was markedly higher in the United States and Canada, compared to Great Britain.
  • Keywords
    data mining; learning (artificial intelligence); socio-economic effects; Britain; Europe; North America; United States; economic opportunity; geographic mobility; machine learning; microdata mining; social mobility; social structure; spatial mobility; Couplings; Economics; Educational institutions; History; North America; Sociology; Statistics; census; machine learning; social mobility;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Big Data (Big Data), 2014 IEEE International Conference on
  • Conference_Location
    Washington, DC
  • Type

    conf

  • DOI
    10.1109/BigData.2014.7004446
  • Filename
    7004446