Deterministic and Probabilistic Record Linkage: an Application to Primary Care Data

  • Giulia Carreras
  • Monica Simonetti
  • Claudio Cricelli
  • Francesco Lapi
Systems-Level Quality Improvement
Part of the following topical collections:
  1. Systems-Level Quality Improvement


Compliance with ethical standards

Conflict of interests



  1. 1.
    Morrato, E. H., Elias, M., and Gericke, C. A., Using population-based routine data for evidence-based health policy decisions: Lessons from three examples of setting and evaluating national health policy in Australia, the UK and the USA. J Public Health (Oxf) 29(4):463–471, 2007.CrossRefGoogle Scholar
  2. 2.
    De Coster, C., Quan, H., Finlayson, A. et al., Identifying priorities in methodological research using ICD-9-CM and ICD-10 administrative data: Report from an international consortium. BMC Health Serv Res 6(1):77, 2006.CrossRefPubMedPubMedCentralGoogle Scholar
  3. 3.
    Leicester, G., Goldacre, M., Simmons, H. et al., Computerized linking of medical records: Methodological guidelines. J Epidemiol Community Health 47:316–319, 1993.CrossRefGoogle Scholar
  4. 4.
    Fellegi, I. P., and Sunter, A. B., A theory for record linkage. J Am Stat Ass 64(328):1183–1210, 1969.CrossRefGoogle Scholar
  5. 5.
    Contiero, P., Tittarelli, A., Tagliabue, G., Maghini, A., Fabiano, S., Crosignani, P., and Tessandori, R., The EpiLink record linkage software. Methods Inf Med 44(1):66–71, 2005.CrossRefPubMedGoogle Scholar
  6. 6.
    Christen, P. Data Matching: Concepts and Techniques for Record Linkage, Entity Resolution, and Duplicate Detection. Springer Science & Business Media. 2012.Google Scholar
  7. 7.
    Christen, P., and Goiser, K., Quality and complexity measures for data linkage and deduplication. Quality Measures in Data Mining 43:127–151, 2007.Google Scholar
  8. 8.
    Wasi, N., and Flaaen, A., Record linkage using STATA: Pre-processing, linking and reviewing utilities. The Stata Journal 15:672–697, 2014.Google Scholar
  9. 9.
    Sariyar, M., and Borg, A., The RecordLinkage package: Detecting errors in data. The R Journal 2:61–67, 2010.Google Scholar

Copyright information

© Springer Science+Business Media, LLC, part of Springer Nature 2018

Authors and Affiliations

  • Giulia Carreras
    • 1
  • Monica Simonetti
    • 2
  • Claudio Cricelli
    • 3
  • Francesco Lapi
    • 2
  1. 1.Cancer Prevention and Research InstituteFlorenceItaly
  2. 2.Health SearchItalian College of General Practitioners and Primary CareFlorenceItaly
  3. 3.Italian College of General Practitioners and Primary CareFlorenceItaly

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