Data Centre Profile: The Provincial Health Data Centre of the Western Cape Province, South Africa

Introduction The Western Cape Provincial Health Data Centre (PHDC) consolidates person-level clinical data across government services, leveraging sustained investments in patient registration systems, a unique identifier, and maturation of administrative and clinical digital health systems. Objectiv...

Full description

Saved in:
Bibliographic Details
Published inInternational journal of population data science Vol. 4; no. 2; p. 1143
Main Authors Boulle, Andrew, Heekes, Alexa, Tiffin, Nicki, Smith, Mariette, Mutemaringa, Themba, Zinyakatira, Nesbert, Phelanyane, Florence, Pienaar, Cara, Buddiga, Kasturi, Coetzee, Eduan, Van Rooyen, Renier, Dyers, Robin, Fredericks, Naadir, Loff, Adam, Shand, Lesley, Moodley, Melvin, De Vega, Ian, Vallabhjee, Krish
Format Journal Article
LanguageEnglish
Published Wales Swansea University 20.11.2019
Subjects
Online AccessGet full text
ISSN2399-4908
2399-4908
DOI10.23889/ijpds.v4i2.1143

Cover

Abstract Introduction The Western Cape Provincial Health Data Centre (PHDC) consolidates person-level clinical data across government services, leveraging sustained investments in patient registration systems, a unique identifier, and maturation of administrative and clinical digital health systems. Objectives The PHDC supports clinical care directly through tools for clinicians which integrate patient data or identify patients in need of interventions, and indirectly through supporting operational and epidemiological analyses.  Methods The PHDC is housed entirely within government. Data are processed from a range of source systems, usually daily, through distinct harmonisation and curation, beneficiation, and reporting processes. Linkage is predominantly through the unique identifier which doubles as a pervasive folder number, augmented by other identifiers. Further data processing includes triangulation of multiple data sources for enumerating health conditions, with assignment of certainty levels for each enumeration. Outputs include patient-specific email alerts, a web-based consolidated patient clinical viewing platform, filterable line-listings of patients with specific conditions and associated characteristics and outcomes, management reports and dashboards, and data releases in response to operational and research data requests.  Strict architectural, administrative and governance processes ensure privacy-protection.  Results In the past decade 8 million unique people are recorded as having sought healthcare in the provincial public sector health services, with current utilisation at 15 million attendances or admissions a year.  Cross-sectional enumeration of health conditions includes over 430 000 people with HIV, 500 000 with hypertension, 235 000 with diabetes. 110 000 pregnancies and 54 000 patients with tuberculosis are enumerated annually. Each year over 50 data requests are processed for internal and external requesters in accordance with data request and release governance processes.  Conclusions The single consolidated environment for person-level health data in the Western Cape has created new opportunities for supporting patient care, while improving the governance around access to and release of sensitive patient data.
AbstractList Introduction The Western Cape Provincial Health Data Centre (PHDC) consolidates person-level clinical data across government services, leveraging sustained investments in patient registration systems, a unique identifier, and maturation of administrative and clinical digital health systems. Objectives The PHDC supports clinical care directly through tools for clinicians which integrate patient data or identify patients in need of interventions, and indirectly through supporting operational and epidemiological analyses.  Methods The PHDC is housed entirely within government. Data are processed from a range of source systems, usually daily, through distinct harmonisation and curation, beneficiation, and reporting processes. Linkage is predominantly through the unique identifier which doubles as a pervasive folder number, augmented by other identifiers. Further data processing includes triangulation of multiple data sources for enumerating health conditions, with assignment of certainty levels for each enumeration. Outputs include patient-specific email alerts, a web-based consolidated patient clinical viewing platform, filterable line-listings of patients with specific conditions and associated characteristics and outcomes, management reports and dashboards, and data releases in response to operational and research data requests.  Strict architectural, administrative and governance processes ensure privacy-protection.  Results In the past decade 8 million unique people are recorded as having sought healthcare in the provincial public sector health services, with current utilisation at 15 million attendances or admissions a year.  Cross-sectional enumeration of health conditions includes over 430 000 people with HIV, 500 000 with hypertension, 235 000 with diabetes. 110 000 pregnancies and 54 000 patients with tuberculosis are enumerated annually. Each year over 50 data requests are processed for internal and external requesters in accordance with data request and release governance processes.  Conclusions The single consolidated environment for person-level health data in the Western Cape has created new opportunities for supporting patient care, while improving the governance around access to and release of sensitive patient data.
The Western Cape Provincial Health Data Centre (PHDC) consolidates person-level clinical data across government services, leveraging sustained investments in patient registration systems, a unique identifier, and maturation of administrative and clinical digital health systems.INTRODUCTIONThe Western Cape Provincial Health Data Centre (PHDC) consolidates person-level clinical data across government services, leveraging sustained investments in patient registration systems, a unique identifier, and maturation of administrative and clinical digital health systems.The PHDC supports clinical care directly through tools for clinicians which integrate patient data or identify patients in need of interventions, and indirectly through supporting operational and epidemiological analyses.OBJECTIVESThe PHDC supports clinical care directly through tools for clinicians which integrate patient data or identify patients in need of interventions, and indirectly through supporting operational and epidemiological analyses.The PHDC is housed entirely within government. Data are processed from a range of source systems, usually daily, through distinct harmonisation and curation, beneficiation, and reporting processes. Linkage is predominantly through the unique identifier which doubles as a pervasive folder number, augmented by other identifiers. Further data processing includes triangulation of multiple data sources for enumerating health conditions, with assignment of certainty levels for each enumeration. Outputs include patient-specific email alerts, a web-based consolidated patient clinical viewing platform, filterable line-listings of patients with specific conditions and associated characteristics and outcomes, management reports and dashboards, and data releases in response to operational and research data requests. Strict architectural, administrative and governance processes ensure privacy protection.METHODSThe PHDC is housed entirely within government. Data are processed from a range of source systems, usually daily, through distinct harmonisation and curation, beneficiation, and reporting processes. Linkage is predominantly through the unique identifier which doubles as a pervasive folder number, augmented by other identifiers. Further data processing includes triangulation of multiple data sources for enumerating health conditions, with assignment of certainty levels for each enumeration. Outputs include patient-specific email alerts, a web-based consolidated patient clinical viewing platform, filterable line-listings of patients with specific conditions and associated characteristics and outcomes, management reports and dashboards, and data releases in response to operational and research data requests. Strict architectural, administrative and governance processes ensure privacy protection.In the past decade 8 million unique people are recorded as having sought healthcare in the provincial public sector health services, with current utilisation at 15 million attendances or admissions a year. Cross-sectional enumeration of health conditions includes over 430 000 people with HIV, 500 000 with hypertension, 235 000 with diabetes. Annually 110 000 pregnancies and 54 000 patients with tuberculosis are enumerated. Over 50 data requests are processed each year for internal and external requesters in accordance with data request and release governance processes.RESULTSIn the past decade 8 million unique people are recorded as having sought healthcare in the provincial public sector health services, with current utilisation at 15 million attendances or admissions a year. Cross-sectional enumeration of health conditions includes over 430 000 people with HIV, 500 000 with hypertension, 235 000 with diabetes. Annually 110 000 pregnancies and 54 000 patients with tuberculosis are enumerated. Over 50 data requests are processed each year for internal and external requesters in accordance with data request and release governance processes.The single consolidated environment for person-level health data in the Western Cape has created new opportunities for supporting patient care, while improving the governance around access to and release of sensitive patient data.CONCLUSIONSThe single consolidated environment for person-level health data in the Western Cape has created new opportunities for supporting patient care, while improving the governance around access to and release of sensitive patient data.
Introduction The Western Cape Provincial Health Data Centre (PHDC) consolidates person-level clinical data across government services, leveraging sustained investments in patient registration systems, a unique identifier, and maturation of administrative and clinical digital health systems. Objectives The PHDC supports clinical care directly through tools for clinicians which integrate patient data or identify patients in need of interventions, and indirectly through supporting operational and epidemiological analyses.  Methods The PHDC is housed entirely within government. Data are processed from a range of source systems, usually daily, through distinct harmonisation and curation, beneficiation, and reporting processes. Linkage is predominantly through the unique identifier which doubles as a pervasive folder number, augmented by other identifiers. Further data processing includes triangulation of multiple data sources for enumerating health conditions, with assignment of certainty levels for each enumeration. Outputs include patient-specific email alerts, a web-based consolidated patient clinical viewing platform, filterable line-listings of patients with specific conditions and associated characteristics and outcomes, management reports and dashboards, and data releases in response to operational and research data requests.  Strict architectural, administrative and governance processes ensure privacy-protection.  Results In the past decade 8 million unique people are recorded as having sought healthcare in the provincial public sector health services, with current utilisation at 15 million attendances or admissions a year.  Cross-sectional enumeration of health conditions includes over 430 000 people with HIV, 500 000 with hypertension, 235 000 with diabetes. 110 000 pregnancies and 54 000 patients with tuberculosis are enumerated annually. Each year over 50 data requests are processed for internal and external requesters in accordance with data request and release governance processes.  Conclusions The single consolidated environment for person-level health data in the Western Cape has created new opportunities for supporting patient care, while improving the governance around access to and release of sensitive patient data.
The Western Cape Provincial Health Data Centre (PHDC) consolidates person-level clinical data across government services, leveraging sustained investments in patient registration systems, a unique identifier, and maturation of administrative and clinical digital health systems. The PHDC supports clinical care directly through tools for clinicians which integrate patient data or identify patients in need of interventions, and indirectly through supporting operational and epidemiological analyses. The PHDC is housed entirely within government. Data are processed from a range of source systems, usually daily, through distinct harmonisation and curation, beneficiation, and reporting processes. Linkage is predominantly through the unique identifier which doubles as a pervasive folder number, augmented by other identifiers. Further data processing includes triangulation of multiple data sources for enumerating health conditions, with assignment of certainty levels for each enumeration. Outputs include patient-specific email alerts, a web-based consolidated patient clinical viewing platform, filterable line-listings of patients with specific conditions and associated characteristics and outcomes, management reports and dashboards, and data releases in response to operational and research data requests. Strict architectural, administrative and governance processes ensure privacy protection. In the past decade 8 million unique people are recorded as having sought healthcare in the provincial public sector health services, with current utilisation at 15 million attendances or admissions a year. Cross-sectional enumeration of health conditions includes over 430 000 people with HIV, 500 000 with hypertension, 235 000 with diabetes. Annually 110 000 pregnancies and 54 000 patients with tuberculosis are enumerated. Over 50 data requests are processed each year for internal and external requesters in accordance with data request and release governance processes. The single consolidated environment for person-level health data in the Western Cape has created new opportunities for supporting patient care, while improving the governance around access to and release of sensitive patient data.
Author Tiffin, Nicki
Coetzee, Eduan
Dyers, Robin
Loff, Adam
Van Rooyen, Renier
Buddiga, Kasturi
Mutemaringa, Themba
Pienaar, Cara
Heekes, Alexa
Moodley, Melvin
Phelanyane, Florence
De Vega, Ian
Shand, Lesley
Boulle, Andrew
Fredericks, Naadir
Smith, Mariette
Zinyakatira, Nesbert
Vallabhjee, Krish
AuthorAffiliation 2 School of Public Health and Family Medicine, University of Cape Town, Cape Town, South Africa
1 Department of Health, Provincial Government of the Western Cape, Cape Town, South Africa
3 Division of Health Systems and Public Health, Department of Global Health, Faculty of Medicine and Health Sciences, Stellenbosch University, Cape Town, South Africa
AuthorAffiliation_xml – name: 2 School of Public Health and Family Medicine, University of Cape Town, Cape Town, South Africa
– name: 1 Department of Health, Provincial Government of the Western Cape, Cape Town, South Africa
– name: 3 Division of Health Systems and Public Health, Department of Global Health, Faculty of Medicine and Health Sciences, Stellenbosch University, Cape Town, South Africa
Author_xml – sequence: 1
  givenname: Andrew
  surname: Boulle
  fullname: Boulle, Andrew
– sequence: 2
  givenname: Alexa
  surname: Heekes
  fullname: Heekes, Alexa
– sequence: 3
  givenname: Nicki
  surname: Tiffin
  fullname: Tiffin, Nicki
– sequence: 4
  givenname: Mariette
  surname: Smith
  fullname: Smith, Mariette
– sequence: 5
  givenname: Themba
  surname: Mutemaringa
  fullname: Mutemaringa, Themba
– sequence: 6
  givenname: Nesbert
  surname: Zinyakatira
  fullname: Zinyakatira, Nesbert
– sequence: 7
  givenname: Florence
  surname: Phelanyane
  fullname: Phelanyane, Florence
– sequence: 8
  givenname: Cara
  surname: Pienaar
  fullname: Pienaar, Cara
– sequence: 9
  givenname: Kasturi
  surname: Buddiga
  fullname: Buddiga, Kasturi
– sequence: 10
  givenname: Eduan
  surname: Coetzee
  fullname: Coetzee, Eduan
– sequence: 11
  givenname: Renier
  surname: Van Rooyen
  fullname: Van Rooyen, Renier
– sequence: 12
  givenname: Robin
  surname: Dyers
  fullname: Dyers, Robin
– sequence: 13
  givenname: Naadir
  surname: Fredericks
  fullname: Fredericks, Naadir
– sequence: 14
  givenname: Adam
  surname: Loff
  fullname: Loff, Adam
– sequence: 15
  givenname: Lesley
  surname: Shand
  fullname: Shand, Lesley
– sequence: 16
  givenname: Melvin
  surname: Moodley
  fullname: Moodley, Melvin
– sequence: 17
  givenname: Ian
  surname: De Vega
  fullname: De Vega, Ian
– sequence: 18
  givenname: Krish
  surname: Vallabhjee
  fullname: Vallabhjee, Krish
BackLink https://www.ncbi.nlm.nih.gov/pubmed/32935043$$D View this record in MEDLINE/PubMed
BookMark eNp1kktrGzEUhUVJaNI0-67KLLuIHT1npC4KwU2bQCCFpnQp7miuYpnxyJXGhv77zNipcQpZ6XXOd3Wl844cdbFDQj4wOuVCa3MZFqsmTzcy8CljUrwhp1wYM5GG6qOD-Qk5z3lBKeVM8qpkb8mJ4EYoKsUpga_QQzHDrk9Y_EjRhxY_Fw_z7WITOhegLW4Q2n5eHEqjL_pB9Btzj6krZrDaO_Ci-BnXg_7Kp-DgPTn20GY8fx7PyK9v1w-zm8nd_ffb2dXdxImqEpPGCZRe1qikqmrhGiWrUns0tdK1V7KRSgpVgqypFlBW4JlDA6bURmHNQZyR2x23ibCwqxSWkP7aCMFuN2J6tJD64Fq0rNGOC17SSmoJvgHBZV1DCbqpGFI6sL7sWKt1vcTGjT1D-wL68qQLc_sYN3YAcsX0APj0DEjxz3p4JLsM2WHbQodxnS2XQzOs0nyUfjystS_y748GAd0JXIo5J_R7CaN2mwS7TYIdk2DHJAyW8j-LCz30IY63De3rxiefibop
CitedBy_id crossref_primary_10_7189_jogh_11_03115
crossref_primary_10_1371_journal_pone_0287091
crossref_primary_10_12688_gatesopenres_13288_1
crossref_primary_10_12688_wellcomeopenres_23009_2
crossref_primary_10_1093_cid_ciaa470
crossref_primary_10_12688_wellcomeopenres_23009_1
crossref_primary_10_1080_13811118_2022_2152767
crossref_primary_10_1136_bmjopen_2023_081209
crossref_primary_10_1007_s10461_022_03586_9
crossref_primary_10_1186_s12913_020_05517_7
crossref_primary_10_1002_ijc_33716
crossref_primary_10_1186_s12884_022_04765_1
crossref_primary_10_1017_S2045796021000196
crossref_primary_10_3389_fdgth_2023_1207602
crossref_primary_10_1002_bdr2_2388
crossref_primary_10_1371_journal_pone_0251303
crossref_primary_10_1016_j_tube_2025_102610
crossref_primary_10_1007_s40264_020_00987_4
crossref_primary_10_1002_jia2_26235
crossref_primary_10_1002_jia2_26236
crossref_primary_10_1371_journal_pone_0252084
crossref_primary_10_1097_INF_0000000000002826
crossref_primary_10_1186_s12879_025_10639_6
crossref_primary_10_3389_fpubh_2022_959481
crossref_primary_10_4102_sajhivmed_v25i1_1542
crossref_primary_10_12688_gatesopenres_13654_1
ContentType Journal Article
DBID AAYXX
CITATION
NPM
7X8
5PM
DOA
DOI 10.23889/ijpds.v4i2.1143
DatabaseName CrossRef
PubMed
MEDLINE - Academic
PubMed Central (Full Participant titles)
DOAJ Directory of Open Access Journals
DatabaseTitle CrossRef
PubMed
MEDLINE - Academic
DatabaseTitleList CrossRef
MEDLINE - Academic

PubMed
Database_xml – sequence: 1
  dbid: DOA
  name: DOAJ Directory of Open Access Journals
  url: https://www.doaj.org/
  sourceTypes: Open Website
– sequence: 2
  dbid: NPM
  name: PubMed
  url: https://proxy.k.utb.cz/login?url=http://www.ncbi.nlm.nih.gov/entrez/query.fcgi?db=PubMed
  sourceTypes: Index Database
DeliveryMethod fulltext_linktorsrc
Discipline Economics
EISSN 2399-4908
ExternalDocumentID oai_doaj_org_article_1d8c232607484afda324bba6a8d71e00
PMC7482518
32935043
10_23889_ijpds_v4i2_1143
Genre Journal Article
GrantInformation_xml – fundername: Wellcome Trust
– fundername: NICHD NIH HHS
  grantid: R01 HD080465
– fundername: NIAID NIH HHS
  grantid: U01 AI069924
GroupedDBID AAFWJ
AAYXX
ADBBV
AFPKN
ALMA_UNASSIGNED_HOLDINGS
BCNDV
CITATION
GROUPED_DOAJ
M~E
OK1
RPM
NPM
7X8
5PM
ID FETCH-LOGICAL-c3773-dc3e4f4be5457b3cd54768fe9b58bf54d454356a4b083a67af1ce9a96895eb2a3
IEDL.DBID DOA
ISSN 2399-4908
IngestDate Wed Aug 27 01:31:05 EDT 2025
Thu Aug 21 18:34:09 EDT 2025
Fri Jul 11 02:25:45 EDT 2025
Thu Jan 02 22:54:31 EST 2025
Tue Jul 01 04:06:49 EDT 2025
Thu Apr 24 22:59:38 EDT 2025
IsDoiOpenAccess true
IsOpenAccess true
IsPeerReviewed true
IsScholarly true
Issue 2
Language English
License https://creativecommons.org/licenses/by/4.0
This work is licenced under a Creative Commons Attribution 4.0 International License.
LinkModel DirectLink
MergedId FETCHMERGED-LOGICAL-c3773-dc3e4f4be5457b3cd54768fe9b58bf54d454356a4b083a67af1ce9a96895eb2a3
Notes ObjectType-Article-1
SourceType-Scholarly Journals-1
ObjectType-Feature-2
content type line 23
Statement on conflicts of Interest: The authors all declare that they have no conflicts of interest.
OpenAccessLink https://doaj.org/article/1d8c232607484afda324bba6a8d71e00
PMID 32935043
PQID 2443517828
PQPubID 23479
ParticipantIDs doaj_primary_oai_doaj_org_article_1d8c232607484afda324bba6a8d71e00
pubmedcentral_primary_oai_pubmedcentral_nih_gov_7482518
proquest_miscellaneous_2443517828
pubmed_primary_32935043
crossref_primary_10_23889_ijpds_v4i2_1143
crossref_citationtrail_10_23889_ijpds_v4i2_1143
ProviderPackageCode CITATION
AAYXX
PublicationCentury 2000
PublicationDate 2019-11-20
PublicationDateYYYYMMDD 2019-11-20
PublicationDate_xml – month: 11
  year: 2019
  text: 2019-11-20
  day: 20
PublicationDecade 2010
PublicationPlace Wales
PublicationPlace_xml – name: Wales
PublicationTitle International journal of population data science
PublicationTitleAlternate Int J Popul Data Sci
PublicationYear 2019
Publisher Swansea University
Publisher_xml – name: Swansea University
SSID ssj0002142761
Score 2.4549723
Snippet Introduction The Western Cape Provincial Health Data Centre (PHDC) consolidates person-level clinical data across government services, leveraging sustained...
The Western Cape Provincial Health Data Centre (PHDC) consolidates person-level clinical data across government services, leveraging sustained investments in...
Introduction The Western Cape Provincial Health Data Centre (PHDC) consolidates person-level clinical data across government services, leveraging sustained...
SourceID doaj
pubmedcentral
proquest
pubmed
crossref
SourceType Open Website
Open Access Repository
Aggregation Database
Index Database
Enrichment Source
StartPage 1143
SubjectTerms Data Centre
Health data centre
Health Information Exchange
HIV information systems
Population Data Science
South Africa
Southern Africa
Title Data Centre Profile: The Provincial Health Data Centre of the Western Cape Province, South Africa
URI https://www.ncbi.nlm.nih.gov/pubmed/32935043
https://www.proquest.com/docview/2443517828
https://pubmed.ncbi.nlm.nih.gov/PMC7482518
https://doaj.org/article/1d8c232607484afda324bba6a8d71e00
Volume 4
hasFullText 1
inHoldings 1
isFullTextHit
isPrint
link http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwrV1LSwMxEA7iRS_i2_VFBC-Ca3ebxybefCKC4sFib0teixXZFlv7-50k29KK6MXj7ibsMJlkvkky3yB0TAGxMU1lanSbpNTAVNR5JmExZFYZTSkL3J0Pj_yuQ--7rDtT6svfCYv0wFFxrdwKA16fZ570UlVWAQLQWnElbJG7LETrmcxmgim_BnsiMQjQ47kkeCUhW723gR2ejWmv7flxyZwfCnT9P2HM71clZ3zP7SpaaUAjvojCrqEFV6-jpUlO8XADqWs1Ujjs1Dr8FMtwn2MwAf8w7gVKDRwzjvBs036FAQDil0iXgK_UYNrDneJQXg_HSkKbqHN783x1lzbFE1JDioKk1hBHK6odQKRCE2MZhciiclIzoStGLWWAlLiiGkCY4oWqcuOkklxIBtG2Iltose7XbgfhXDJmpBaZyw2lKhOOO8Z1IQ011nGboNZElaVpmMV9gYv3EiKMoPwyKL_0yvdp0CRBJ9Meg8iq8UvbSz8603aeDzu8ACspGysp_7KSBB1NxraE-eMPRVTt-p_DEuANYTngJJGg7TjW018RwEKe4S1BxZwVzMky_6XuvQaObpADkKPY_Q_h99AywDTpMyDb2T5aHH18ugOAQiN9GKz-CzMfCD0
linkProvider Directory of Open Access Journals
openUrl ctx_ver=Z39.88-2004&ctx_enc=info%3Aofi%2Fenc%3AUTF-8&rfr_id=info%3Asid%2Fsummon.serialssolutions.com&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Ajournal&rft.genre=article&rft.atitle=Data+Centre+Profile%3A+The+Provincial+Health+Data+Centre+of+the+Western+Cape+Province%2C+South+Africa&rft.jtitle=International+journal+of+population+data+science&rft.au=Boulle%2C+Andrew&rft.au=Heekes%2C+Alexa&rft.au=Tiffin%2C+Nicki&rft.au=Smith%2C+Mariette&rft.date=2019-11-20&rft.issn=2399-4908&rft.eissn=2399-4908&rft.volume=4&rft.issue=2&rft_id=info:doi/10.23889%2Fijpds.v4i2.1143&rft.externalDBID=n%2Fa&rft.externalDocID=10_23889_ijpds_v4i2_1143
thumbnail_l http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/lc.gif&issn=2399-4908&client=summon
thumbnail_m http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/mc.gif&issn=2399-4908&client=summon
thumbnail_s http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/sc.gif&issn=2399-4908&client=summon