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. 2019 Dec 18;17(1):8.
doi: 10.3390/ijerph17010008.

Availability of Real-World Data in Italy: A Tool to Navigate Regional Healthcare Utilization Databases

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Availability of Real-World Data in Italy: A Tool to Navigate Regional Healthcare Utilization Databases

Edlira Skrami et al. Int J Environ Res Public Health. .

Abstract

The purpose of the study was to map and describe the healthcare utilization databases (HUDs) available in Italy's 19 regions and two autonomous provinces and develop a tool to navigate through them. A census of the HUDs covering the population of a single region/province and recording local-level data was conducted between January 2014 and October 2016. The characteristics of each HUD regarding the start year, data type and completeness, data management system (DMS), data protection procedures, and data quality control adopted were collected through interviews with the database managers using a standard questionnaire or directly from the website of the regional body managing them. Overall, 352 HUDs met the study criteria. The DMSs, anonymization procedures of personal identification data, and frequency of data quality control were fairly homogeneous within regions, whereas the number of HUDs, data availability, type of identification code, and anonymization procedures were considerably heterogeneous across regions. The study provides an updated inventory of the available regional HUDs in Italy and highlights the need for greater homogeneity across regions to improve comparability of health data from secondary sources. It could represent a reference model for other countries to provide information on the available HUDs and their features, enhancing epidemiological studies across countries.

Keywords: Italy; epidemiology; healthcare utilization databases; population based.

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Conflict of interest statement

The authors declare no conflict of interest. The funders had no role in the design of the study; in the collection, analyses, or interpretation of data; in the writing of the manuscript, or in the decision to publish the results.

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Figure 1
Figure 1
Flow chart of the survey process.

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References

    1. Ministry of Health. [(accessed on 17 January 2019)]; Available online: http://www.salute.gov.it/portale/temi/p2_6.jsp?lingua=english&id=3879&ar....
    1. Lo Scalzo A., Donatini A., Orzella L., Cicchetti A., Profili S., Maresso A. Italy: Health system review. Health Syst. Transit. 2009;11:1–216.
    1. Gazzetta Ufficiale Decreto Legislativo 10 agosto 2018, n. 101. [(accessed on 2 December 2019)]; Available online: https://www.gazzettaufficiale.it/eli/id/2018/09/04/18G00129/sg.
    1. EUR-Lex Regulation (EU) 2016/679 of the European parliament and of the council of 27 April 2016. [(accessed on 2 December 2019)]; Available online: https://eur-lex.europa.eu/legal-content/EN/TXT/PDF/?uri=CELEX:32016R0679....
    1. Ministero della Salute Decreto 26 Luglio. [(accessed on 18 February 2019)];1993 Available online: http://www.sanita.basilicata.it/dnnsanita/mattonissn/SDO_DRG/resources/S....

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