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How Well Do Automated Linking Methods Perform? Lessons from U.S. Historical Data

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Cited by:

  1. Jennifer R. Withrow & Kendall A. Houghton & Eva Lyubich & Mary Munro & Suvy Qin & John L. Voorheis, 2024. "The Census Historical Environmental Impacts Frame," Working Papers 24-66, Center for Economic Studies, U.S. Census Bureau.
  2. Ran Abramitzky & Roy Mill & Santiago Pérez, 2020. "Linking individuals across historical sources: A fully automated approach," Historical Methods: A Journal of Quantitative and Interdisciplinary History, Taylor & Francis Journals, vol. 53(2), pages 94-111, April.
  3. Xu, Dafeng, 2020. "The effects of immigration restriction laws on immigrant segregation in the early twentieth century U.S," Journal of Comparative Economics, Elsevier, vol. 48(2), pages 422-447.
  4. Shiue, Carol, 2019. "Social Mobility in the Long Run: A Temporal Analysis of China from 1300 to 1900," CEPR Discussion Papers 13589, C.E.P.R. Discussion Papers.
  5. Wolfgang Keller & Carol H. Shiue, 2023. "Intergenerational Mobility of Daughters and Marital Sorting: New Evidence from Imperial China," NBER Working Papers 31695, National Bureau of Economic Research, Inc.
  6. Torsten Santavirta & Jan Stuhler, 2024. "Name-Based Estimators of Intergenerational Mobility," The Economic Journal, Royal Economic Society, vol. 134(663), pages 2982-3016.
  7. Valerie Michelman & Joseph Price & Seth D Zimmerman, 2022. "Old Boys’ Clubs and Upward Mobility Among the Educational Elite [Do Immigrants Assimilate More Slowly Today Than in the Past?]," The Quarterly Journal of Economics, Oxford University Press, vol. 137(2), pages 845-909.
  8. John M. Abowd & Joelle Hillary Abramowitz & Margaret Catherine Levenstein & Kristin McCue & Dhiren Patki & Trivellore Raghunathan & Ann Michelle Rodgers & Matthew D. Shapiro & Nada Wasi & Dawn Zinsser, 2021. "Finding Needles in Haystacks: Multiple-Imputation Record Linkage Using Machine Learning," Working Papers 22-11, Federal Reserve Bank of Boston.
  9. Francisca M. Antman & Brian Duncan & Stephen J. Trejo, 2023. "Hispanic Americans in the Labor Market: Patterns over Time and across Generations," Journal of Economic Perspectives, American Economic Association, vol. 37(1), pages 169-198, Winter.
  10. John M. Abowd & Joelle Abramowitz & Margaret C. Levenstein & Kristin McCue & Dhiren Patki & Trivellore Raghunathan & Ann M. Rodgers & Matthew D. Shapiro & Nada Wasi, 2019. "Optimal Probabilistic Record Linkage: Best Practice for Linking Employers in Survey and Administrative Data," Working Papers 19-08, Center for Economic Studies, U.S. Census Bureau.
  11. Abhishek Arora & Xinmei Yang & Shao-Yu Jheng & Melissa Dell, 2023. "Linking Representations with Multimodal Contrastive Learning," Papers 2304.03464, arXiv.org, revised Jun 2024.
  12. Ran Abramitzky & Leah Boustan & Katherine Eriksson & James Feigenbaum & Santiago Pérez, 2021. "Automated Linking of Historical Data," Journal of Economic Literature, American Economic Association, vol. 59(3), pages 865-918, September.
  13. Escamilla-Guerrero, David & Kosack, Edward & Ward, Zachary, 2021. "Life after crossing the border: Assimilation during the first Mexican mass migration," Explorations in Economic History, Elsevier, vol. 82(C).
  14. Dahl, Christian M. & Johansen, Torben S.D. & Sørensen, Emil N. & Wittrock, Simon, 2023. "HANA: A handwritten name database for offline handwritten text recognition," Explorations in Economic History, Elsevier, vol. 87(C).
  15. Matthew Jaremski, 2020. "Today’s economic history and tomorrow’s scholars," Cliometrica, Springer;Cliometric Society (Association Francaise de Cliométrie), vol. 14(1), pages 169-180, January.
  16. Marguerite Obolensky & Marco Tabellini & Charles Taylor, 2024. "Homeward Bound: How Migrants Seek Out Familiar Climates," RF Berlin - CReAM Discussion Paper Series 2401, Rockwool Foundation Berlin (RF Berlin) - Centre for Research and Analysis of Migration (CReAM).
  17. repec:ags:aaea22:335558 is not listed on IDEAS
  18. Costa, Dora L. & Yetter, Noelle & DeSomer, Heather, 2020. "Wartime health shocks and the postwar socioeconomic status and mortality of union army veterans and their children," Journal of Health Economics, Elsevier, vol. 70(C).
  19. Berger, Thor & Engzell, Per & Eriksson, Björn & Molinder, Jakob, 2023. "Social Mobility in Sweden before the Welfare State," The Journal of Economic History, Cambridge University Press, vol. 83(2), pages 431-463, June.
  20. Zachary Ward, 2023. "Intergenerational Mobility in American History: Accounting for Race and Measurement Error," American Economic Review, American Economic Association, vol. 113(12), pages 3213-3248, December.
  21. Sarah Tahamont & Zubin Jelveh & Aaron Chalfin & Shi Yan & Benjamin Hansen, 2019. "Administrative Data Linking and Statistical Power Problems in Randomized Experiments," NBER Working Papers 25657, National Bureau of Economic Research, Inc.
  22. Baker, Richard B. & Blanchette, John & Eriksson, Katherine, 2020. "Long-Run Impacts of Agricultural Shocks on Educational Attainment: Evidence from the Boll Weevil," The Journal of Economic History, Cambridge University Press, vol. 80(1), pages 136-174, March.
  23. Daniel Aaronson & Jonathan Davis & Karl Schulze, 2018. "Internal Immigrant Mobility in the Early 20th Century: Experimental Evidence from Galveston Immigrants," Working Paper Series WP-2018-4, Federal Reserve Bank of Chicago.
  24. Garrett Anstreicher, 2024. "Family Resources and Human Capital in Economic Downturns," Working Papers 24-15, Center for Economic Studies, U.S. Census Bureau.
  25. Dora Costa & CoraLee Lewis & Noelle Yetter, 2022. "Children and Grandchildren of Union Army Veterans: New Data Collections to Study the Persistence of Longevity and Socioeconomic Status Across Generations," NBER Working Papers 30747, National Bureau of Economic Research, Inc.
  26. Cummins, Neil & Clark, Gregory & Curtis, Matthew, 2019. "Twins Support Absence of Parity-Dependent Fertility Control in Pre-Transition Western European Populations," CEPR Discussion Papers 13539, C.E.P.R. Discussion Papers.
  27. Baker, Jennifer L. & Bjerregaard, Lise G. & Dahl, Christian M. & Johansen, Torben S. D. & Sørensen, Emil N. & Wüst, Miriam, 2023. "Universal Investments in Toddler Health. Learning from a Large Government Trial," IZA Discussion Papers 16270, Institute of Labor Economics (IZA).
  28. Philipp Ager & Leah Boustan & Katherine Eriksson, 2021. "The Intergenerational Effects of a Large Wealth Shock: White Southerners after the Civil War," American Economic Review, American Economic Association, vol. 111(11), pages 3767-3794, November.
  29. Catron, Peter, 2017. "The Citizenship Advantage: Immigrant Socioeconomic Attainment across Generations in the First Half of the Twentieth Century," SocArXiv c7k45, Center for Open Science.
  30. Krzysztof Karbownik & Anthony Wray, 2019. "Educational, Labor-market and Intergenerational Consequences of Poor Childhood Health," NBER Working Papers 26368, National Bureau of Economic Research, Inc.
  31. Aaronson, Daniel & Davis, Jonathan & Schulze, Karl, 2020. "Internal immigrant mobility in the early 20th century: evidence from Galveston, Texas," Explorations in Economic History, Elsevier, vol. 76(C).
  32. Hanlon, W.Walker & Heblich, Stephan, 2022. "History and urban economics," Regional Science and Urban Economics, Elsevier, vol. 94(C).
  33. Dylan Shane Connor & Michael Storper, 2020. "The changing geography of social mobility in the United States," Proceedings of the National Academy of Sciences, Proceedings of the National Academy of Sciences, vol. 117(48), pages 30309-30317, December.
  34. Bennett, Robert J. & Montebruno, Piero & Van Lieshout, Carry & Smith, Harry, 2022. "Business entry and exit: career changes of proprietors in England and Wales (1851-81) using record-linkage," LSE Research Online Documents on Economics 113867, London School of Economics and Political Science, LSE Library.
  35. Antonie, Luiza & Inwood, Kris & Minns, Chris & Summerfield, Fraser, 2024. "The geography of economic mobility in 19th century Canada," Economic History Working Papers 126165, London School of Economics and Political Science, Department of Economic History.
  36. Daniel Aaronson & Daniel Hartley & Bhashkar Mazumder & Martha Stinson, 2023. "The Long-Run Effects of the 1930s Redlining Maps on Children," Journal of Economic Literature, American Economic Association, vol. 61(3), pages 846-862, September.
  37. Anna Aizer & Shari Eli & Adriana Lleras-Muney, 2020. "The Incentive Effects of Cash Transfers to the Poor," NBER Working Papers 27523, National Bureau of Economic Research, Inc.
  38. Alvaro Calderon & Vasiliki Fouka & Marco Tabellini, 2021. "Racial Diversity and Racial Policy Preferences: The Great Migration and Civil Rights," RF Berlin - CReAM Discussion Paper Series 2133, Rockwool Foundation Berlin (RF Berlin) - Centre for Research and Analysis of Migration (CReAM).
  39. Tyler Anbinder & Dylan Connor & Cormac Ó Gráda & Simone Wegge, 2021. "The Problem of False Positives in Automated Census Linking: Evidence from Nineteenth-Century New York's Irish Immigrants," Working Papers 202114, School of Economics, University College Dublin.
  40. Karapanagiotis, Pantelis & Liebald, Marius, 2023. "Entity matching with similarity encoding: A supervised learning recommendation framework for linking (big) data," SAFE Working Paper Series 398, Leibniz Institute for Financial Research SAFE.
  41. Calderon, Alvaro & Fouka, Vasiliki & Tabellini, Marco, 2021. "Racial Diversity and Racial Policy Preferences: The Great Migration and Civil Rights," IZA Discussion Papers 14488, Institute of Labor Economics (IZA).
  42. William J. Collins & Marianne H. Wanamaker, 2022. "African American Intergenerational Economic Mobility since 1880," American Economic Journal: Applied Economics, American Economic Association, vol. 14(3), pages 84-117, July.
  43. Elisa Jácome & Ilyana Kuziemko & Suresh Naidu, 2021. "Mobility for All: Representative Intergenerational Mobility Estimates over the 20th Century," Working Papers 302, Princeton University, Department of Economics, Center for Economic Policy Studies..
  44. Collins, William J. & Zimran, Ariell, 2019. "The economic assimilation of Irish Famine migrants to the United States," Explorations in Economic History, Elsevier, vol. 74(C).
  45. Martin Dribe & Björn Eriksson & Jonas Helgertz, 2023. "From Sweden to America: migrant selection in the transatlantic migration, 1890–1910," European Review of Economic History, European Historical Economics Society, vol. 27(1), pages 24-44.
  46. Inwood, Kris & Oxley, Les & Roberts, Evan, 2022. "The mortality risk of being overweight in the twentieth century: Evidence from two cohorts of New Zealand men," Explorations in Economic History, Elsevier, vol. 86(C).
  47. Andreas Vortisch, 2023. "The impact of the Johnson–Reed Act on Filipino labor market outcomes," French Stata Users' Group Meetings 2023 12, Stata Users Group.
  48. Brian Beach & W. Walker Hanlon, 2018. "Can Migration Make Deadly Recessions Look Healthy? Evidence From Large-scale Linked Microdata," Working Papers 18-22, New York University, Leonard N. Stern School of Business, Department of Economics.
  49. Julián Costas-Fernández & José-Alberto Guerra & Myra Mohnen, 2020. "Train to Opportunity: the Effect of Infrastructure on Intergenerational Mobility," Documentos CEDE 18591, Universidad de los Andes, Facultad de Economía, CEDE.
  50. Catron, Peter, 2018. "The Melting-Pot Problem? The Persistence and Convergence of Premigration Socioeconomic Status During the Age of Mass Migration," SocArXiv gcx3a, Center for Open Science.
  51. Dupont, Brandon & Rosenbloom, Joshua L., 2020. "Wealth Mobility in the 1860s," ISU General Staff Papers 202009180700001112, Iowa State University, Department of Economics.
  52. Alexander, Rohan & Ward, Zachary, 2018. "Age at Arrival and Assimilation During the Age of Mass Migration," The Journal of Economic History, Cambridge University Press, vol. 78(3), pages 904-937, September.
  53. Joyce Burnette, 2021. "Missing work: absenteeism at Pepperell Manufacturing Co. in 1883," Cliometrica, Springer;Cliometric Society (Association Francaise de Cliométrie), vol. 15(3), pages 755-786, September.
  54. Lleras-Muney, Adriana & Price, Joseph & Yue, Dahai, 2022. "The association between educational attainment and longevity using individual-level data from the 1940 census," Journal of Health Economics, Elsevier, vol. 84(C).
  55. Pesner, Matthew, 2024. "Public pensions and retirement: Evidence from the Railroad Retirement Act," Journal of Public Economics, Elsevier, vol. 238(C).
  56. Albers, Thilo N.H. & Kappner, Kalle, 2023. "Perks and pitfalls of city directories as a micro-geographic data source," Explorations in Economic History, Elsevier, vol. 87(C).
  57. Hanna M. Schwank, 2024. "Disruptive Effects of Natural Disasters: The 1906 San Francisco Fire," ECONtribute Discussion Papers Series 312, University of Bonn and University of Cologne, Germany.
  58. Youssouf Merouani & Faustine Perrin, 2022. "Gender and the long-run development process. A survey of the literature [Rethinking age heaping: A cautionary tale from nineteenth-century Italy]," European Review of Economic History, European Historical Economics Society, vol. 26(4), pages 612-641.
  59. Eric S. M. Protzer & Sultan Orazbayev & Andres Gomez-Lievano & Matte Hartog & Frank Neffke, 2024. "A New Algorithm to Efficiently Match U.S. Census Records and Balance Representativity with Match Quality," Growth Lab Working Papers 238, Harvard's Growth Lab.
  60. Obolensky, Marguerite & Tabellini, Marco & Taylor, Charles A., 2024. "Homeward Bound: How Migrants Seek Out Familiar Climates," IZA Discussion Papers 16710, Institute of Labor Economics (IZA).
  61. Dora Costa & Noelle Yetter & Heather DeSomer, 2019. "Wartime Health Shocks and the Postwar Socioeconomic Status and Mortality of Union Army Veterans and their Children," NBER Working Papers 25480, National Bureau of Economic Research, Inc.
  62. Calderon, Alvaro & Fouka, Vasiliki & Tabellini, Marco, 2021. "Racial Diversity, Electoral Preferences, and the Supply of Policy: The Great Migration and Civil Rights," IZA Discussion Papers 14312, Institute of Labor Economics (IZA).
  63. Tesary Lin & Sanjog Misra, 2020. "The Identity Fragmentation Bias," Papers 2008.12849, arXiv.org, revised Feb 2021.
  64. Martha J. Bailey & Peter Z. Lin, 2024. "Marital Matching and Women’s Intergenerational Mobility in the Late 19th and Early 20th Century US," NBER Chapters, in: The Economic History of American Inequality: New Evidence and Perspectives, National Bureau of Economic Research, Inc.
  65. Clark, Gregory & Cummins, Neil, 2018. "The Big Sort: Selective Migration and the Decline of Northern England, 1780-2018," CEPR Discussion Papers 13023, C.E.P.R. Discussion Papers.
  66. Hwang, Sam Il Myoung & Squires, Munir, 2024. "Linked samples and measurement error in historical US census data," Explorations in Economic History, Elsevier, vol. 93(C).
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