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Availability of Real-World Data in Italy: A Tool to Navigate Regional Healthcare Utilization Databases
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-lev...
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Published in: | International journal of environmental research and public health 2019-12, Vol.17 (1), p.8 |
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description | 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. |
doi_str_mv | 10.3390/ijerph17010008 |
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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. 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It could represent a reference model for other countries to provide information on the available HUDs and their features, enhancing epidemiological studies across countries.</description><identifier>ISSN: 1660-4601</identifier><identifier>ISSN: 1661-7827</identifier><identifier>EISSN: 1660-4601</identifier><identifier>DOI: 10.3390/ijerph17010008</identifier><identifier>PMID: 31861310</identifier><language>eng</language><publisher>Switzerland: MDPI AG</publisher><subject>Availability ; Beneficiaries ; Blood transfusions ; Data base management systems ; Data management ; Data Management - statistics & numerical data ; Data transmission ; Databases, Factual - statistics & numerical data ; Disease ; Epidemiology ; Expenditures ; Health care ; Health services utilization ; Homogeneity ; Hospitals ; Identification ; Immunization ; Italy ; Medical laboratories ; Mortality ; Occupational health ; Patient Acceptance of Health Care - statistics & numerical data ; Population ; Provinces ; Quality control ; Regions ; Software ; Structured Query Language-SQL ; Websites</subject><ispartof>International journal of environmental research and public health, 2019-12, Vol.17 (1), p.8</ispartof><rights>2019 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (http://creativecommons.org/licenses/by/4.0/). 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subjects | Availability Beneficiaries Blood transfusions Data base management systems Data management Data Management - statistics & numerical data Data transmission Databases, Factual - statistics & numerical data Disease Epidemiology Expenditures Health care Health services utilization Homogeneity Hospitals Identification Immunization Italy Medical laboratories Mortality Occupational health Patient Acceptance of Health Care - statistics & numerical data Population Provinces Quality control Regions Software Structured Query Language-SQL Websites |
title | Availability of Real-World Data in Italy: A Tool to Navigate Regional Healthcare Utilization Databases |
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