A Protocol for the secure linking of registries for HPV surveillance.

In order to monitor the effectiveness of HPV vaccination in Canada the linkage of multiple data registries may be required. These registries may not always be managed by the same organization and, furthermore, privacy legislation or practices may restrict any data linkages of records that can actual...

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Main Authors: Khaled El Emam, Saeed Samet, Jun Hu, Liam Peyton, Craig Earle, Gayatri C Jayaraman, Tom Wong, Murat Kantarcioglu, Fida Dankar, Aleksander Essex
Format: Article
Language:English
Published: Public Library of Science (PLoS) 2012-01-01
Series:PLoS ONE
Online Access:http://europepmc.org/articles/PMC3388071?pdf=render
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spelling doaj-e44be00864b94bf2b71afc175db6327a2020-11-24T20:49:55ZengPublic Library of Science (PLoS)PLoS ONE1932-62032012-01-0177e3991510.1371/journal.pone.0039915A Protocol for the secure linking of registries for HPV surveillance.Khaled El EmamSaeed SametJun HuLiam PeytonCraig EarleGayatri C JayaramanTom WongMurat KantarciogluFida DankarAleksander EssexIn order to monitor the effectiveness of HPV vaccination in Canada the linkage of multiple data registries may be required. These registries may not always be managed by the same organization and, furthermore, privacy legislation or practices may restrict any data linkages of records that can actually be done among registries. The objective of this study was to develop a secure protocol for linking data from different registries and to allow on-going monitoring of HPV vaccine effectiveness.A secure linking protocol, using commutative hash functions and secure multi-party computation techniques was developed. This protocol allows for the exact matching of records among registries and the computation of statistics on the linked data while meeting five practical requirements to ensure patient confidentiality and privacy. The statistics considered were: odds ratio and its confidence interval, chi-square test, and relative risk and its confidence interval. Additional statistics on contingency tables, such as other measures of association, can be added using the same principles presented. The computation time performance of this protocol was evaluated.The protocol has acceptable computation time and scales linearly with the size of the data set and the size of the contingency table. The worse case computation time for up to 100,000 patients returned by each query and a 16 cell contingency table is less than 4 hours for basic statistics, and the best case is under 3 hours.A computationally practical protocol for the secure linking of data from multiple registries has been demonstrated in the context of HPV vaccine initiative impact assessment. The basic protocol can be generalized to the surveillance of other conditions, diseases, or vaccination programs.http://europepmc.org/articles/PMC3388071?pdf=render
collection DOAJ
language English
format Article
sources DOAJ
author Khaled El Emam
Saeed Samet
Jun Hu
Liam Peyton
Craig Earle
Gayatri C Jayaraman
Tom Wong
Murat Kantarcioglu
Fida Dankar
Aleksander Essex
spellingShingle Khaled El Emam
Saeed Samet
Jun Hu
Liam Peyton
Craig Earle
Gayatri C Jayaraman
Tom Wong
Murat Kantarcioglu
Fida Dankar
Aleksander Essex
A Protocol for the secure linking of registries for HPV surveillance.
PLoS ONE
author_facet Khaled El Emam
Saeed Samet
Jun Hu
Liam Peyton
Craig Earle
Gayatri C Jayaraman
Tom Wong
Murat Kantarcioglu
Fida Dankar
Aleksander Essex
author_sort Khaled El Emam
title A Protocol for the secure linking of registries for HPV surveillance.
title_short A Protocol for the secure linking of registries for HPV surveillance.
title_full A Protocol for the secure linking of registries for HPV surveillance.
title_fullStr A Protocol for the secure linking of registries for HPV surveillance.
title_full_unstemmed A Protocol for the secure linking of registries for HPV surveillance.
title_sort protocol for the secure linking of registries for hpv surveillance.
publisher Public Library of Science (PLoS)
series PLoS ONE
issn 1932-6203
publishDate 2012-01-01
description In order to monitor the effectiveness of HPV vaccination in Canada the linkage of multiple data registries may be required. These registries may not always be managed by the same organization and, furthermore, privacy legislation or practices may restrict any data linkages of records that can actually be done among registries. The objective of this study was to develop a secure protocol for linking data from different registries and to allow on-going monitoring of HPV vaccine effectiveness.A secure linking protocol, using commutative hash functions and secure multi-party computation techniques was developed. This protocol allows for the exact matching of records among registries and the computation of statistics on the linked data while meeting five practical requirements to ensure patient confidentiality and privacy. The statistics considered were: odds ratio and its confidence interval, chi-square test, and relative risk and its confidence interval. Additional statistics on contingency tables, such as other measures of association, can be added using the same principles presented. The computation time performance of this protocol was evaluated.The protocol has acceptable computation time and scales linearly with the size of the data set and the size of the contingency table. The worse case computation time for up to 100,000 patients returned by each query and a 16 cell contingency table is less than 4 hours for basic statistics, and the best case is under 3 hours.A computationally practical protocol for the secure linking of data from multiple registries has been demonstrated in the context of HPV vaccine initiative impact assessment. The basic protocol can be generalized to the surveillance of other conditions, diseases, or vaccination programs.
url http://europepmc.org/articles/PMC3388071?pdf=render
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