Cargando…
Developing a comprehensive database with sensitive health information: A profile of people living with HIV in Newfoundland and Labrador, Canada
INTRODUCTION: Developing a comprehensive cohort of people living with HIV (PLHIV) to help improve healthcare has long been the vision of researchers, clinicians and decision makers. The development of this kind of database is challenging and requires strict adherence to privacy and confidentiality p...
Autores principales: | , , , , , , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Swansea University
2020
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7473269/ https://www.ncbi.nlm.nih.gov/pubmed/32935052 http://dx.doi.org/10.23889/ijpds.v5i1.1144 |
_version_ | 1783579151167389696 |
---|---|
author | Asghari, S Boyd, S Knight, J Blackmore, J Hurley, O Allison, J Gilbert, L Dowden, J Lundrigan, P |
author_facet | Asghari, S Boyd, S Knight, J Blackmore, J Hurley, O Allison, J Gilbert, L Dowden, J Lundrigan, P |
author_sort | Asghari, S |
collection | PubMed |
description | INTRODUCTION: Developing a comprehensive cohort of people living with HIV (PLHIV) to help improve healthcare has long been the vision of researchers, clinicians and decision makers. The development of this kind of database is challenging and requires strict adherence to privacy and confidentiality policies. We explored procedures, activities and events in database development. OBJECTIVES: To understand processes of developing a database with sensitive health information in Newfoundland and Labrador (NL), and to investigate procedures and activities to develop the database within its environmental context. METHODS: A narrative case study was used to explain the challenges and procedures involved in developing a database for our population. The development of the PLHIV cohort in NL is provided as an example to demonstrate the complexity of the process. We linked three datasets that included patient-level data for PLHIV: 1. laboratory data; 2. HIV clinic data; 3. health administrative data, which allowed for the creation of a large database containing many variables describing the PLHIV cohort in the province. RESULTS: We developed a de-identified cohort of 251 PLHIV that contained 178 variables. Our case study showed database development is an iterative process. The main challenges were ensuring patient privacy and data confidentiality are not compromised and working with multi-custodian data. These challenges were addressed by establishing a data governance team. CONCLUSIONS: It is important that policy be implemented to merge siloed data sources in order to provide researchers with accurate and complete data that is required to conduct sound and precise research with maximum benefits for treatment and policy-making to improve health outcomes. |
format | Online Article Text |
id | pubmed-7473269 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | Swansea University |
record_format | MEDLINE/PubMed |
spelling | pubmed-74732692020-09-14 Developing a comprehensive database with sensitive health information: A profile of people living with HIV in Newfoundland and Labrador, Canada Asghari, S Boyd, S Knight, J Blackmore, J Hurley, O Allison, J Gilbert, L Dowden, J Lundrigan, P Int J Popul Data Sci Population Data Science INTRODUCTION: Developing a comprehensive cohort of people living with HIV (PLHIV) to help improve healthcare has long been the vision of researchers, clinicians and decision makers. The development of this kind of database is challenging and requires strict adherence to privacy and confidentiality policies. We explored procedures, activities and events in database development. OBJECTIVES: To understand processes of developing a database with sensitive health information in Newfoundland and Labrador (NL), and to investigate procedures and activities to develop the database within its environmental context. METHODS: A narrative case study was used to explain the challenges and procedures involved in developing a database for our population. The development of the PLHIV cohort in NL is provided as an example to demonstrate the complexity of the process. We linked three datasets that included patient-level data for PLHIV: 1. laboratory data; 2. HIV clinic data; 3. health administrative data, which allowed for the creation of a large database containing many variables describing the PLHIV cohort in the province. RESULTS: We developed a de-identified cohort of 251 PLHIV that contained 178 variables. Our case study showed database development is an iterative process. The main challenges were ensuring patient privacy and data confidentiality are not compromised and working with multi-custodian data. These challenges were addressed by establishing a data governance team. CONCLUSIONS: It is important that policy be implemented to merge siloed data sources in order to provide researchers with accurate and complete data that is required to conduct sound and precise research with maximum benefits for treatment and policy-making to improve health outcomes. Swansea University 2020-02-25 /pmc/articles/PMC7473269/ /pubmed/32935052 http://dx.doi.org/10.23889/ijpds.v5i1.1144 Text en https://creativecommons.org/licences/by/4.0/ This work is licenced under a Creative Commons Attribution 4.0 International License. |
spellingShingle | Population Data Science Asghari, S Boyd, S Knight, J Blackmore, J Hurley, O Allison, J Gilbert, L Dowden, J Lundrigan, P Developing a comprehensive database with sensitive health information: A profile of people living with HIV in Newfoundland and Labrador, Canada |
title | Developing a comprehensive database with sensitive health information: A profile of people living with HIV in Newfoundland and Labrador, Canada |
title_full | Developing a comprehensive database with sensitive health information: A profile of people living with HIV in Newfoundland and Labrador, Canada |
title_fullStr | Developing a comprehensive database with sensitive health information: A profile of people living with HIV in Newfoundland and Labrador, Canada |
title_full_unstemmed | Developing a comprehensive database with sensitive health information: A profile of people living with HIV in Newfoundland and Labrador, Canada |
title_short | Developing a comprehensive database with sensitive health information: A profile of people living with HIV in Newfoundland and Labrador, Canada |
title_sort | developing a comprehensive database with sensitive health information: a profile of people living with hiv in newfoundland and labrador, canada |
topic | Population Data Science |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7473269/ https://www.ncbi.nlm.nih.gov/pubmed/32935052 http://dx.doi.org/10.23889/ijpds.v5i1.1144 |
work_keys_str_mv | AT asgharis developingacomprehensivedatabasewithsensitivehealthinformationaprofileofpeoplelivingwithhivinnewfoundlandandlabradorcanada AT boyds developingacomprehensivedatabasewithsensitivehealthinformationaprofileofpeoplelivingwithhivinnewfoundlandandlabradorcanada AT knightj developingacomprehensivedatabasewithsensitivehealthinformationaprofileofpeoplelivingwithhivinnewfoundlandandlabradorcanada AT blackmorej developingacomprehensivedatabasewithsensitivehealthinformationaprofileofpeoplelivingwithhivinnewfoundlandandlabradorcanada AT hurleyo developingacomprehensivedatabasewithsensitivehealthinformationaprofileofpeoplelivingwithhivinnewfoundlandandlabradorcanada AT allisonj developingacomprehensivedatabasewithsensitivehealthinformationaprofileofpeoplelivingwithhivinnewfoundlandandlabradorcanada AT gilbertl developingacomprehensivedatabasewithsensitivehealthinformationaprofileofpeoplelivingwithhivinnewfoundlandandlabradorcanada AT dowdenj developingacomprehensivedatabasewithsensitivehealthinformationaprofileofpeoplelivingwithhivinnewfoundlandandlabradorcanada AT lundriganp developingacomprehensivedatabasewithsensitivehealthinformationaprofileofpeoplelivingwithhivinnewfoundlandandlabradorcanada |