An assessment of the accuracy and availability of data in electronic patient tracking systems for patients receiving HIV treatment in ... View Full Text


Ontology type: schema:ScholarlyArticle      Open Access: True


Article Info

DATE

2012-12

AUTHORS

Barrot H Lambdin, Mark A Micek, Thomas D Koepsell, James P Hughes, Kenneth Sherr, James Pfeiffer, Marina Karagianis, Joseph Lara, Stephen S Gloyd, Andy Stergachis

ABSTRACT

BACKGROUND: Since the rapid scale-up of antiretroviral therapy (ART) programs in sub-Saharan Africa, electronic patient tracking systems (EPTS) have been deployed to respond to the growing demand for program monitoring, evaluation and reporting to governments and donors. These routinely collected data are often used in epidemiologic and operations research studies intended to improve programs. To ensure accurate reporting and good quality for research, the reliability and completeness of data systems need to be assessed and reported. We assessed the completeness and reliability of EPTS used in 16 HIV care and treatment clinics in Manica and Sofala provinces of Mozambique. METHODS: We conducted a cross-sectional study to assess the completeness and reliability of key variables in the electronic data system for patients enrolling in 16 public sector HIV treatment clinics between 1 July 2004 and 30 June 2008. Data from the electronic database was compared with data abstracted from a stratified random sample of 520 patient charts. Percent agreement, kappa scores and concordance correlation coefficients were calculated for specified variables. Percentile bootstrap confidence intervals were calculated to account for the stratified nature of our sampling. RESULTS: A total of 16,149 patients with a median age of 33 years and a median CD4 count of 151 enrolled in these 16 clinics between 1 July 2004 and 30 June 2008. The level of completeness was high for most variables with height (18.6%) and weight (11.5%) having the highest amount of missing data. The level of agreement for available data was also high with reliability statistics of 0.95 (95% CI: 0.92-0.98) for gender, 0.91 (95% CI: 0.80-1.00) for pre-ART CD4 value and 0.97 (95% CI: 0.95-0.99) for patient retention. CONCLUSIONS: Electronic patient tracking systems have been deployed to respond to the growing monitoring, evaluation and reporting requirements. In our cross-sectional study of clinics in Manica and Sofala provinces of Mozambique, we found high levels of completeness and reliability for key variables indicating that these electronic databases provided adequate data not only for monitoring and evaluation but also for research. Routine evaluations of the completeness and reliability of these databases need to occur to ensure high quality data are being used for reporting and research. More... »

PAGES

30

References to SciGraph publications

Identifiers

URI

http://scigraph.springernature.com/pub.10.1186/1472-6963-12-30

DOI

http://dx.doi.org/10.1186/1472-6963-12-30

DIMENSIONS

https://app.dimensions.ai/details/publication/pub.1014845605

PUBMED

https://www.ncbi.nlm.nih.gov/pubmed/22296979


Indexing Status Check whether this publication has been indexed by Scopus and Web Of Science using the SN Indexing Status Tool
Incoming Citations Browse incoming citations for this publication using opencitations.net

JSON-LD is the canonical representation for SciGraph data.

TIP: You can open this SciGraph record using an external JSON-LD service: JSON-LD Playground Google SDTT

[
  {
    "@context": "https://springernature.github.io/scigraph/jsonld/sgcontext.json", 
    "about": [
      {
        "id": "http://purl.org/au-research/vocabulary/anzsrc-for/2008/1117", 
        "inDefinedTermSet": "http://purl.org/au-research/vocabulary/anzsrc-for/2008/", 
        "name": "Public Health and Health Services", 
        "type": "DefinedTerm"
      }, 
      {
        "id": "http://purl.org/au-research/vocabulary/anzsrc-for/2008/11", 
        "inDefinedTermSet": "http://purl.org/au-research/vocabulary/anzsrc-for/2008/", 
        "name": "Medical and Health Sciences", 
        "type": "DefinedTerm"
      }, 
      {
        "inDefinedTermSet": "https://www.nlm.nih.gov/mesh/", 
        "name": "Adult", 
        "type": "DefinedTerm"
      }, 
      {
        "inDefinedTermSet": "https://www.nlm.nih.gov/mesh/", 
        "name": "Ambulatory Care Information Systems", 
        "type": "DefinedTerm"
      }, 
      {
        "inDefinedTermSet": "https://www.nlm.nih.gov/mesh/", 
        "name": "Anti-HIV Agents", 
        "type": "DefinedTerm"
      }, 
      {
        "inDefinedTermSet": "https://www.nlm.nih.gov/mesh/", 
        "name": "CD4 Lymphocyte Count", 
        "type": "DefinedTerm"
      }, 
      {
        "inDefinedTermSet": "https://www.nlm.nih.gov/mesh/", 
        "name": "Cross-Sectional Studies", 
        "type": "DefinedTerm"
      }, 
      {
        "inDefinedTermSet": "https://www.nlm.nih.gov/mesh/", 
        "name": "Electronic Health Records", 
        "type": "DefinedTerm"
      }, 
      {
        "inDefinedTermSet": "https://www.nlm.nih.gov/mesh/", 
        "name": "Female", 
        "type": "DefinedTerm"
      }, 
      {
        "inDefinedTermSet": "https://www.nlm.nih.gov/mesh/", 
        "name": "HIV Infections", 
        "type": "DefinedTerm"
      }, 
      {
        "inDefinedTermSet": "https://www.nlm.nih.gov/mesh/", 
        "name": "Humans", 
        "type": "DefinedTerm"
      }, 
      {
        "inDefinedTermSet": "https://www.nlm.nih.gov/mesh/", 
        "name": "Male", 
        "type": "DefinedTerm"
      }, 
      {
        "inDefinedTermSet": "https://www.nlm.nih.gov/mesh/", 
        "name": "Mozambique", 
        "type": "DefinedTerm"
      }, 
      {
        "inDefinedTermSet": "https://www.nlm.nih.gov/mesh/", 
        "name": "Outcome Assessment (Health Care)", 
        "type": "DefinedTerm"
      }, 
      {
        "inDefinedTermSet": "https://www.nlm.nih.gov/mesh/", 
        "name": "Reproducibility of Results", 
        "type": "DefinedTerm"
      }, 
      {
        "inDefinedTermSet": "https://www.nlm.nih.gov/mesh/", 
        "name": "Severity of Illness Index", 
        "type": "DefinedTerm"
      }
    ], 
    "author": [
      {
        "affiliation": {
          "alternateName": "Pangaea Global AIDS Foundation", 
          "id": "https://www.grid.ac/institutes/grid.429968.8", 
          "name": [
            "Pangaea Global AIDS Foundation, Oakland, CA, USA"
          ], 
          "type": "Organization"
        }, 
        "familyName": "Lambdin", 
        "givenName": "Barrot H", 
        "id": "sg:person.01076355647.90", 
        "sameAs": [
          "https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.01076355647.90"
        ], 
        "type": "Person"
      }, 
      {
        "affiliation": {
          "alternateName": "Health Alliance International", 
          "id": "https://www.grid.ac/institutes/grid.429096.0", 
          "name": [
            "Department of Global Health, University of Washington, Seattle, WA, USA", 
            "Health Alliance International, Seattle, WA, USA"
          ], 
          "type": "Organization"
        }, 
        "familyName": "Micek", 
        "givenName": "Mark A", 
        "id": "sg:person.0740360151.36", 
        "sameAs": [
          "https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.0740360151.36"
        ], 
        "type": "Person"
      }, 
      {
        "affiliation": {
          "alternateName": "University of Washington", 
          "id": "https://www.grid.ac/institutes/grid.34477.33", 
          "name": [
            "Department of Epidemiology, University of Washington, Seattle, WA, USA", 
            "Department of Health Services, University of Washington, Seattle, WA, USA"
          ], 
          "type": "Organization"
        }, 
        "familyName": "Koepsell", 
        "givenName": "Thomas D", 
        "id": "sg:person.0651670140.82", 
        "sameAs": [
          "https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.0651670140.82"
        ], 
        "type": "Person"
      }, 
      {
        "affiliation": {
          "alternateName": "University of Washington", 
          "id": "https://www.grid.ac/institutes/grid.34477.33", 
          "name": [
            "Department of Biostatistics, University of Washington, Seattle, WA, USA"
          ], 
          "type": "Organization"
        }, 
        "familyName": "Hughes", 
        "givenName": "James P", 
        "id": "sg:person.015541753027.74", 
        "sameAs": [
          "https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.015541753027.74"
        ], 
        "type": "Person"
      }, 
      {
        "affiliation": {
          "alternateName": "Health Alliance International", 
          "id": "https://www.grid.ac/institutes/grid.429096.0", 
          "name": [
            "Department of Global Health, University of Washington, Seattle, WA, USA", 
            "Health Alliance International, Seattle, WA, USA"
          ], 
          "type": "Organization"
        }, 
        "familyName": "Sherr", 
        "givenName": "Kenneth", 
        "id": "sg:person.01325121002.78", 
        "sameAs": [
          "https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.01325121002.78"
        ], 
        "type": "Person"
      }, 
      {
        "affiliation": {
          "alternateName": "University of Washington", 
          "id": "https://www.grid.ac/institutes/grid.34477.33", 
          "name": [
            "Department of Global Health, University of Washington, Seattle, WA, USA", 
            "Health Alliance International, Seattle, WA, USA", 
            "Department of Health Services, University of Washington, Seattle, WA, USA"
          ], 
          "type": "Organization"
        }, 
        "familyName": "Pfeiffer", 
        "givenName": "James", 
        "id": "sg:person.0606521252.48", 
        "sameAs": [
          "https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.0606521252.48"
        ], 
        "type": "Person"
      }, 
      {
        "affiliation": {
          "alternateName": "Ministry of Health", 
          "id": "https://www.grid.ac/institutes/grid.415752.0", 
          "name": [
            "Ministry of Health, Beira, Sofala, MZ, Mozambique"
          ], 
          "type": "Organization"
        }, 
        "familyName": "Karagianis", 
        "givenName": "Marina", 
        "id": "sg:person.01363524637.47", 
        "sameAs": [
          "https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.01363524637.47"
        ], 
        "type": "Person"
      }, 
      {
        "affiliation": {
          "name": [
            "Health Alliance International, Beira, Sofala, MZ, Mozambique"
          ], 
          "type": "Organization"
        }, 
        "familyName": "Lara", 
        "givenName": "Joseph", 
        "id": "sg:person.0717655147.71", 
        "sameAs": [
          "https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.0717655147.71"
        ], 
        "type": "Person"
      }, 
      {
        "affiliation": {
          "alternateName": "University of Washington", 
          "id": "https://www.grid.ac/institutes/grid.34477.33", 
          "name": [
            "Department of Global Health, University of Washington, Seattle, WA, USA", 
            "Health Alliance International, Seattle, WA, USA", 
            "Department of Health Services, University of Washington, Seattle, WA, USA"
          ], 
          "type": "Organization"
        }, 
        "familyName": "Gloyd", 
        "givenName": "Stephen S", 
        "id": "sg:person.015564676507.04", 
        "sameAs": [
          "https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.015564676507.04"
        ], 
        "type": "Person"
      }, 
      {
        "affiliation": {
          "alternateName": "University of Washington", 
          "id": "https://www.grid.ac/institutes/grid.34477.33", 
          "name": [
            "Department of Global Health, University of Washington, Seattle, WA, USA", 
            "Department of Epidemiology, University of Washington, Seattle, WA, USA", 
            "Global Medicines Program, University of Washington, Seattle, WA, USA"
          ], 
          "type": "Organization"
        }, 
        "familyName": "Stergachis", 
        "givenName": "Andy", 
        "id": "sg:person.01034103547.48", 
        "sameAs": [
          "https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.01034103547.48"
        ], 
        "type": "Person"
      }
    ], 
    "citation": [
      {
        "id": "https://doi.org/10.1097/qai.0b013e31823edb6a", 
        "sameAs": [
          "https://app.dimensions.ai/details/publication/pub.1003217214"
        ], 
        "type": "CreativeWork"
      }, 
      {
        "id": "https://doi.org/10.1097/qai.0b013e31823edb6a", 
        "sameAs": [
          "https://app.dimensions.ai/details/publication/pub.1003217214"
        ], 
        "type": "CreativeWork"
      }, 
      {
        "id": "sg:pub.10.1186/1478-7954-9-12", 
        "sameAs": [
          "https://app.dimensions.ai/details/publication/pub.1008362400", 
          "https://doi.org/10.1186/1478-7954-9-12"
        ], 
        "type": "CreativeWork"
      }, 
      {
        "id": "https://doi.org/10.1097/qai.0b013e3181ab73e2", 
        "sameAs": [
          "https://app.dimensions.ai/details/publication/pub.1018452349"
        ], 
        "type": "CreativeWork"
      }, 
      {
        "id": "https://doi.org/10.1097/qai.0b013e3181ab73e2", 
        "sameAs": [
          "https://app.dimensions.ai/details/publication/pub.1018452349"
        ], 
        "type": "CreativeWork"
      }, 
      {
        "id": "https://doi.org/10.1097/qai.0b013e3181ab73e2", 
        "sameAs": [
          "https://app.dimensions.ai/details/publication/pub.1018452349"
        ], 
        "type": "CreativeWork"
      }, 
      {
        "id": "https://doi.org/10.1097/01.aids.0000366083.75945.07", 
        "sameAs": [
          "https://app.dimensions.ai/details/publication/pub.1020894795"
        ], 
        "type": "CreativeWork"
      }, 
      {
        "id": "https://doi.org/10.1097/01.aids.0000366083.75945.07", 
        "sameAs": [
          "https://app.dimensions.ai/details/publication/pub.1020894795"
        ], 
        "type": "CreativeWork"
      }, 
      {
        "id": "https://doi.org/10.1097/01.aids.0000366083.75945.07", 
        "sameAs": [
          "https://app.dimensions.ai/details/publication/pub.1020894795"
        ], 
        "type": "CreativeWork"
      }, 
      {
        "id": "https://doi.org/10.1097/01.aids.0000366083.75945.07", 
        "sameAs": [
          "https://app.dimensions.ai/details/publication/pub.1020894795"
        ], 
        "type": "CreativeWork"
      }, 
      {
        "id": "https://doi.org/10.1086/507095", 
        "sameAs": [
          "https://app.dimensions.ai/details/publication/pub.1024904013"
        ], 
        "type": "CreativeWork"
      }, 
      {
        "id": "https://doi.org/10.1097/qad.0b013e3282f768f8", 
        "sameAs": [
          "https://app.dimensions.ai/details/publication/pub.1026191893"
        ], 
        "type": "CreativeWork"
      }, 
      {
        "id": "https://doi.org/10.1097/qad.0b013e3282f768f8", 
        "sameAs": [
          "https://app.dimensions.ai/details/publication/pub.1026191893"
        ], 
        "type": "CreativeWork"
      }, 
      {
        "id": "https://doi.org/10.1371/journal.pone.0002204", 
        "sameAs": [
          "https://app.dimensions.ai/details/publication/pub.1030370141"
        ], 
        "type": "CreativeWork"
      }, 
      {
        "id": "https://doi.org/10.1016/j.bmc.2009.12.049", 
        "sameAs": [
          "https://app.dimensions.ai/details/publication/pub.1032570803"
        ], 
        "type": "CreativeWork"
      }, 
      {
        "id": "https://doi.org/10.1097/01.aids.0000196177.65551.ea", 
        "sameAs": [
          "https://app.dimensions.ai/details/publication/pub.1039176035"
        ], 
        "type": "CreativeWork"
      }, 
      {
        "id": "https://doi.org/10.1097/01.aids.0000196177.65551.ea", 
        "sameAs": [
          "https://app.dimensions.ai/details/publication/pub.1039176035"
        ], 
        "type": "CreativeWork"
      }, 
      {
        "id": "https://doi.org/10.1097/01.aids.0000196177.65551.ea", 
        "sameAs": [
          "https://app.dimensions.ai/details/publication/pub.1039176035"
        ], 
        "type": "CreativeWork"
      }, 
      {
        "id": "https://doi.org/10.1097/qai.0b013e3181bbcc45", 
        "sameAs": [
          "https://app.dimensions.ai/details/publication/pub.1045235295"
        ], 
        "type": "CreativeWork"
      }, 
      {
        "id": "https://doi.org/10.1097/qai.0b013e3181bbcc45", 
        "sameAs": [
          "https://app.dimensions.ai/details/publication/pub.1045235295"
        ], 
        "type": "CreativeWork"
      }, 
      {
        "id": "https://doi.org/10.1001/jama.296.7.782", 
        "sameAs": [
          "https://app.dimensions.ai/details/publication/pub.1052189815"
        ], 
        "type": "CreativeWork"
      }, 
      {
        "id": "https://doi.org/10.2307/2529310", 
        "sameAs": [
          "https://app.dimensions.ai/details/publication/pub.1069974986"
        ], 
        "type": "CreativeWork"
      }, 
      {
        "id": "https://doi.org/10.2307/2532051", 
        "sameAs": [
          "https://app.dimensions.ai/details/publication/pub.1069977481"
        ], 
        "type": "CreativeWork"
      }, 
      {
        "id": "https://doi.org/10.2471/blt.07.044248", 
        "sameAs": [
          "https://app.dimensions.ai/details/publication/pub.1070836967"
        ], 
        "type": "CreativeWork"
      }, 
      {
        "id": "https://doi.org/10.2471/blt.07.044685", 
        "sameAs": [
          "https://app.dimensions.ai/details/publication/pub.1070836976"
        ], 
        "type": "CreativeWork"
      }
    ], 
    "datePublished": "2012-12", 
    "datePublishedReg": "2012-12-01", 
    "description": "BACKGROUND: Since the rapid scale-up of antiretroviral therapy (ART) programs in sub-Saharan Africa, electronic patient tracking systems (EPTS) have been deployed to respond to the growing demand for program monitoring, evaluation and reporting to governments and donors. These routinely collected data are often used in epidemiologic and operations research studies intended to improve programs. To ensure accurate reporting and good quality for research, the reliability and completeness of data systems need to be assessed and reported. We assessed the completeness and reliability of EPTS used in 16 HIV care and treatment clinics in Manica and Sofala provinces of Mozambique.\nMETHODS: We conducted a cross-sectional study to assess the completeness and reliability of key variables in the electronic data system for patients enrolling in 16 public sector HIV treatment clinics between 1 July 2004 and 30 June 2008. Data from the electronic database was compared with data abstracted from a stratified random sample of 520 patient charts. Percent agreement, kappa scores and concordance correlation coefficients were calculated for specified variables. Percentile bootstrap confidence intervals were calculated to account for the stratified nature of our sampling.\nRESULTS: A total of 16,149 patients with a median age of 33 years and a median CD4 count of 151 enrolled in these 16 clinics between 1 July 2004 and 30 June 2008. The level of completeness was high for most variables with height (18.6%) and weight (11.5%) having the highest amount of missing data. The level of agreement for available data was also high with reliability statistics of 0.95 (95% CI: 0.92-0.98) for gender, 0.91 (95% CI: 0.80-1.00) for pre-ART CD4 value and 0.97 (95% CI: 0.95-0.99) for patient retention.\nCONCLUSIONS: Electronic patient tracking systems have been deployed to respond to the growing monitoring, evaluation and reporting requirements. In our cross-sectional study of clinics in Manica and Sofala provinces of Mozambique, we found high levels of completeness and reliability for key variables indicating that these electronic databases provided adequate data not only for monitoring and evaluation but also for research. Routine evaluations of the completeness and reliability of these databases need to occur to ensure high quality data are being used for reporting and research.", 
    "genre": "research_article", 
    "id": "sg:pub.10.1186/1472-6963-12-30", 
    "inLanguage": [
      "en"
    ], 
    "isAccessibleForFree": true, 
    "isFundedItemOf": [
      {
        "id": "sg:grant.2438686", 
        "type": "MonetaryGrant"
      }
    ], 
    "isPartOf": [
      {
        "id": "sg:journal.1327417", 
        "issn": [
          "1472-6963"
        ], 
        "name": "BMC Health Services Research", 
        "type": "Periodical"
      }, 
      {
        "issueNumber": "1", 
        "type": "PublicationIssue"
      }, 
      {
        "type": "PublicationVolume", 
        "volumeNumber": "12"
      }
    ], 
    "name": "An assessment of the accuracy and availability of data in electronic patient tracking systems for patients receiving HIV treatment in central Mozambique", 
    "pagination": "30", 
    "productId": [
      {
        "name": "readcube_id", 
        "type": "PropertyValue", 
        "value": [
          "46bae09805cdf36daf289857f38ef9deb3409d997b473709cb56a37d43f51b86"
        ]
      }, 
      {
        "name": "pubmed_id", 
        "type": "PropertyValue", 
        "value": [
          "22296979"
        ]
      }, 
      {
        "name": "nlm_unique_id", 
        "type": "PropertyValue", 
        "value": [
          "101088677"
        ]
      }, 
      {
        "name": "doi", 
        "type": "PropertyValue", 
        "value": [
          "10.1186/1472-6963-12-30"
        ]
      }, 
      {
        "name": "dimensions_id", 
        "type": "PropertyValue", 
        "value": [
          "pub.1014845605"
        ]
      }
    ], 
    "sameAs": [
      "https://doi.org/10.1186/1472-6963-12-30", 
      "https://app.dimensions.ai/details/publication/pub.1014845605"
    ], 
    "sdDataset": "articles", 
    "sdDatePublished": "2019-04-10T18:20", 
    "sdLicense": "https://scigraph.springernature.com/explorer/license/", 
    "sdPublisher": {
      "name": "Springer Nature - SN SciGraph project", 
      "type": "Organization"
    }, 
    "sdSource": "s3://com-uberresearch-data-dimensions-target-20181106-alternative/cleanup/v134/2549eaecd7973599484d7c17b260dba0a4ecb94b/merge/v9/a6c9fde33151104705d4d7ff012ea9563521a3ce/jats-lookup/v90/0000000001_0000000264/records_8675_00000511.jsonl", 
    "type": "ScholarlyArticle", 
    "url": "http://link.springer.com/10.1186%2F1472-6963-12-30"
  }
]
 

Download the RDF metadata as:  json-ld nt turtle xml License info

HOW TO GET THIS DATA PROGRAMMATICALLY:

JSON-LD is a popular format for linked data which is fully compatible with JSON.

curl -H 'Accept: application/ld+json' 'https://scigraph.springernature.com/pub.10.1186/1472-6963-12-30'

N-Triples is a line-based linked data format ideal for batch operations.

curl -H 'Accept: application/n-triples' 'https://scigraph.springernature.com/pub.10.1186/1472-6963-12-30'

Turtle is a human-readable linked data format.

curl -H 'Accept: text/turtle' 'https://scigraph.springernature.com/pub.10.1186/1472-6963-12-30'

RDF/XML is a standard XML format for linked data.

curl -H 'Accept: application/rdf+xml' 'https://scigraph.springernature.com/pub.10.1186/1472-6963-12-30'


 

This table displays all metadata directly associated to this object as RDF triples.

252 TRIPLES      21 PREDICATES      58 URIs      35 LITERALS      23 BLANK NODES

Subject Predicate Object
1 sg:pub.10.1186/1472-6963-12-30 schema:about N078f77ce7b66499ea02c6a1d1927f711
2 N1ea2e863211647808a1a480567b35957
3 N20cd457c237f4e4e8b7fff6f22c0a613
4 N342eb88cd3ac4eee9f20a6b572e1d0e8
5 N35090d4e861641ea998c53c18367a40c
6 N3e48cb69db90448db5bac2ff8300549c
7 Nb07f59bba68a4ea7ac1d40eeeda5e70d
8 Nb562fee266314c928d32289654e21054
9 Nb7dc9e266f9b4714a4f1dc8f9484544b
10 Nbcf1f08f3efd45698f7813536cc6cb08
11 Nbd25603f34cc48849f48b0961cb9877a
12 Nca174e03d3cb443ba488cf1b7607e303
13 Nd48d02b3fb4340949e908ca89ed40ebe
14 Nf6fa5b29ae65494cb8fad362153fe416
15 anzsrc-for:11
16 anzsrc-for:1117
17 schema:author Nd9091954b455462a9e0df65bfb18b7c0
18 schema:citation sg:pub.10.1186/1478-7954-9-12
19 https://doi.org/10.1001/jama.296.7.782
20 https://doi.org/10.1016/j.bmc.2009.12.049
21 https://doi.org/10.1086/507095
22 https://doi.org/10.1097/01.aids.0000196177.65551.ea
23 https://doi.org/10.1097/01.aids.0000366083.75945.07
24 https://doi.org/10.1097/qad.0b013e3282f768f8
25 https://doi.org/10.1097/qai.0b013e3181ab73e2
26 https://doi.org/10.1097/qai.0b013e3181bbcc45
27 https://doi.org/10.1097/qai.0b013e31823edb6a
28 https://doi.org/10.1371/journal.pone.0002204
29 https://doi.org/10.2307/2529310
30 https://doi.org/10.2307/2532051
31 https://doi.org/10.2471/blt.07.044248
32 https://doi.org/10.2471/blt.07.044685
33 schema:datePublished 2012-12
34 schema:datePublishedReg 2012-12-01
35 schema:description BACKGROUND: Since the rapid scale-up of antiretroviral therapy (ART) programs in sub-Saharan Africa, electronic patient tracking systems (EPTS) have been deployed to respond to the growing demand for program monitoring, evaluation and reporting to governments and donors. These routinely collected data are often used in epidemiologic and operations research studies intended to improve programs. To ensure accurate reporting and good quality for research, the reliability and completeness of data systems need to be assessed and reported. We assessed the completeness and reliability of EPTS used in 16 HIV care and treatment clinics in Manica and Sofala provinces of Mozambique. METHODS: We conducted a cross-sectional study to assess the completeness and reliability of key variables in the electronic data system for patients enrolling in 16 public sector HIV treatment clinics between 1 July 2004 and 30 June 2008. Data from the electronic database was compared with data abstracted from a stratified random sample of 520 patient charts. Percent agreement, kappa scores and concordance correlation coefficients were calculated for specified variables. Percentile bootstrap confidence intervals were calculated to account for the stratified nature of our sampling. RESULTS: A total of 16,149 patients with a median age of 33 years and a median CD4 count of 151 enrolled in these 16 clinics between 1 July 2004 and 30 June 2008. The level of completeness was high for most variables with height (18.6%) and weight (11.5%) having the highest amount of missing data. The level of agreement for available data was also high with reliability statistics of 0.95 (95% CI: 0.92-0.98) for gender, 0.91 (95% CI: 0.80-1.00) for pre-ART CD4 value and 0.97 (95% CI: 0.95-0.99) for patient retention. CONCLUSIONS: Electronic patient tracking systems have been deployed to respond to the growing monitoring, evaluation and reporting requirements. In our cross-sectional study of clinics in Manica and Sofala provinces of Mozambique, we found high levels of completeness and reliability for key variables indicating that these electronic databases provided adequate data not only for monitoring and evaluation but also for research. Routine evaluations of the completeness and reliability of these databases need to occur to ensure high quality data are being used for reporting and research.
36 schema:genre research_article
37 schema:inLanguage en
38 schema:isAccessibleForFree true
39 schema:isPartOf N5a345b357c25421c92b7d6fc8196c147
40 Ne6a02e765d5d4e15b500f5cf5b5d6091
41 sg:journal.1327417
42 schema:name An assessment of the accuracy and availability of data in electronic patient tracking systems for patients receiving HIV treatment in central Mozambique
43 schema:pagination 30
44 schema:productId N4e2ff8b89f6f43ee98fdcaaedc3f8e5f
45 N5ed6a0622b3748eda41d63dfbd6a916a
46 N806609d77cbd4026864f750c80bb00b4
47 Nd4bc0e44047e4aa1b65d74eaa281a27c
48 Nf02b48d3c03e4061ac13d7a44ff01a0d
49 schema:sameAs https://app.dimensions.ai/details/publication/pub.1014845605
50 https://doi.org/10.1186/1472-6963-12-30
51 schema:sdDatePublished 2019-04-10T18:20
52 schema:sdLicense https://scigraph.springernature.com/explorer/license/
53 schema:sdPublisher N24addd6b8ea14324b3affe8f8b98d607
54 schema:url http://link.springer.com/10.1186%2F1472-6963-12-30
55 sgo:license sg:explorer/license/
56 sgo:sdDataset articles
57 rdf:type schema:ScholarlyArticle
58 N078f77ce7b66499ea02c6a1d1927f711 schema:inDefinedTermSet https://www.nlm.nih.gov/mesh/
59 schema:name Female
60 rdf:type schema:DefinedTerm
61 N17f6dc98ae924aebb53e87bb86ccc849 rdf:first sg:person.0740360151.36
62 rdf:rest Ndf45bf7b81a74ab09fc5f3b01c7c8dd9
63 N1ea2e863211647808a1a480567b35957 schema:inDefinedTermSet https://www.nlm.nih.gov/mesh/
64 schema:name Adult
65 rdf:type schema:DefinedTerm
66 N2034036c90b04d04ad9d620506101112 rdf:first sg:person.01034103547.48
67 rdf:rest rdf:nil
68 N20cd457c237f4e4e8b7fff6f22c0a613 schema:inDefinedTermSet https://www.nlm.nih.gov/mesh/
69 schema:name Mozambique
70 rdf:type schema:DefinedTerm
71 N24addd6b8ea14324b3affe8f8b98d607 schema:name Springer Nature - SN SciGraph project
72 rdf:type schema:Organization
73 N342eb88cd3ac4eee9f20a6b572e1d0e8 schema:inDefinedTermSet https://www.nlm.nih.gov/mesh/
74 schema:name Reproducibility of Results
75 rdf:type schema:DefinedTerm
76 N35090d4e861641ea998c53c18367a40c schema:inDefinedTermSet https://www.nlm.nih.gov/mesh/
77 schema:name Cross-Sectional Studies
78 rdf:type schema:DefinedTerm
79 N3e48cb69db90448db5bac2ff8300549c schema:inDefinedTermSet https://www.nlm.nih.gov/mesh/
80 schema:name Electronic Health Records
81 rdf:type schema:DefinedTerm
82 N41c073b8226744e58c1b2d73a42ab7d7 rdf:first sg:person.01325121002.78
83 rdf:rest Nee01d484bbd345c5aace089fac2a68f4
84 N44a2a3ede99a4f59b2f06f5e53f7ca53 rdf:first sg:person.015564676507.04
85 rdf:rest N2034036c90b04d04ad9d620506101112
86 N4e2ff8b89f6f43ee98fdcaaedc3f8e5f schema:name nlm_unique_id
87 schema:value 101088677
88 rdf:type schema:PropertyValue
89 N5a345b357c25421c92b7d6fc8196c147 schema:volumeNumber 12
90 rdf:type schema:PublicationVolume
91 N5ed6a0622b3748eda41d63dfbd6a916a schema:name pubmed_id
92 schema:value 22296979
93 rdf:type schema:PropertyValue
94 N806609d77cbd4026864f750c80bb00b4 schema:name readcube_id
95 schema:value 46bae09805cdf36daf289857f38ef9deb3409d997b473709cb56a37d43f51b86
96 rdf:type schema:PropertyValue
97 N833e684499e44669b758f81e006da8c4 rdf:first sg:person.0717655147.71
98 rdf:rest N44a2a3ede99a4f59b2f06f5e53f7ca53
99 Na1505ce3cf31402aa17a90bd4a1f027b rdf:first sg:person.01363524637.47
100 rdf:rest N833e684499e44669b758f81e006da8c4
101 Nb07f59bba68a4ea7ac1d40eeeda5e70d schema:inDefinedTermSet https://www.nlm.nih.gov/mesh/
102 schema:name Severity of Illness Index
103 rdf:type schema:DefinedTerm
104 Nb562fee266314c928d32289654e21054 schema:inDefinedTermSet https://www.nlm.nih.gov/mesh/
105 schema:name CD4 Lymphocyte Count
106 rdf:type schema:DefinedTerm
107 Nb7dc9e266f9b4714a4f1dc8f9484544b schema:inDefinedTermSet https://www.nlm.nih.gov/mesh/
108 schema:name Ambulatory Care Information Systems
109 rdf:type schema:DefinedTerm
110 Nbcf1f08f3efd45698f7813536cc6cb08 schema:inDefinedTermSet https://www.nlm.nih.gov/mesh/
111 schema:name HIV Infections
112 rdf:type schema:DefinedTerm
113 Nbd25603f34cc48849f48b0961cb9877a schema:inDefinedTermSet https://www.nlm.nih.gov/mesh/
114 schema:name Male
115 rdf:type schema:DefinedTerm
116 Nca174e03d3cb443ba488cf1b7607e303 schema:inDefinedTermSet https://www.nlm.nih.gov/mesh/
117 schema:name Outcome Assessment (Health Care)
118 rdf:type schema:DefinedTerm
119 Ncabefa2d7a0346aa837f81ed2b4998f6 schema:name Health Alliance International, Beira, Sofala, MZ, Mozambique
120 rdf:type schema:Organization
121 Nd48d02b3fb4340949e908ca89ed40ebe schema:inDefinedTermSet https://www.nlm.nih.gov/mesh/
122 schema:name Humans
123 rdf:type schema:DefinedTerm
124 Nd4bc0e44047e4aa1b65d74eaa281a27c schema:name doi
125 schema:value 10.1186/1472-6963-12-30
126 rdf:type schema:PropertyValue
127 Nd9091954b455462a9e0df65bfb18b7c0 rdf:first sg:person.01076355647.90
128 rdf:rest N17f6dc98ae924aebb53e87bb86ccc849
129 Ndf45bf7b81a74ab09fc5f3b01c7c8dd9 rdf:first sg:person.0651670140.82
130 rdf:rest Nec8d0a9bfd03475cb5403c6024970571
131 Ne6a02e765d5d4e15b500f5cf5b5d6091 schema:issueNumber 1
132 rdf:type schema:PublicationIssue
133 Nec8d0a9bfd03475cb5403c6024970571 rdf:first sg:person.015541753027.74
134 rdf:rest N41c073b8226744e58c1b2d73a42ab7d7
135 Nee01d484bbd345c5aace089fac2a68f4 rdf:first sg:person.0606521252.48
136 rdf:rest Na1505ce3cf31402aa17a90bd4a1f027b
137 Nf02b48d3c03e4061ac13d7a44ff01a0d schema:name dimensions_id
138 schema:value pub.1014845605
139 rdf:type schema:PropertyValue
140 Nf6fa5b29ae65494cb8fad362153fe416 schema:inDefinedTermSet https://www.nlm.nih.gov/mesh/
141 schema:name Anti-HIV Agents
142 rdf:type schema:DefinedTerm
143 anzsrc-for:11 schema:inDefinedTermSet anzsrc-for:
144 schema:name Medical and Health Sciences
145 rdf:type schema:DefinedTerm
146 anzsrc-for:1117 schema:inDefinedTermSet anzsrc-for:
147 schema:name Public Health and Health Services
148 rdf:type schema:DefinedTerm
149 sg:grant.2438686 http://pending.schema.org/fundedItem sg:pub.10.1186/1472-6963-12-30
150 rdf:type schema:MonetaryGrant
151 sg:journal.1327417 schema:issn 1472-6963
152 schema:name BMC Health Services Research
153 rdf:type schema:Periodical
154 sg:person.01034103547.48 schema:affiliation https://www.grid.ac/institutes/grid.34477.33
155 schema:familyName Stergachis
156 schema:givenName Andy
157 schema:sameAs https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.01034103547.48
158 rdf:type schema:Person
159 sg:person.01076355647.90 schema:affiliation https://www.grid.ac/institutes/grid.429968.8
160 schema:familyName Lambdin
161 schema:givenName Barrot H
162 schema:sameAs https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.01076355647.90
163 rdf:type schema:Person
164 sg:person.01325121002.78 schema:affiliation https://www.grid.ac/institutes/grid.429096.0
165 schema:familyName Sherr
166 schema:givenName Kenneth
167 schema:sameAs https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.01325121002.78
168 rdf:type schema:Person
169 sg:person.01363524637.47 schema:affiliation https://www.grid.ac/institutes/grid.415752.0
170 schema:familyName Karagianis
171 schema:givenName Marina
172 schema:sameAs https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.01363524637.47
173 rdf:type schema:Person
174 sg:person.015541753027.74 schema:affiliation https://www.grid.ac/institutes/grid.34477.33
175 schema:familyName Hughes
176 schema:givenName James P
177 schema:sameAs https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.015541753027.74
178 rdf:type schema:Person
179 sg:person.015564676507.04 schema:affiliation https://www.grid.ac/institutes/grid.34477.33
180 schema:familyName Gloyd
181 schema:givenName Stephen S
182 schema:sameAs https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.015564676507.04
183 rdf:type schema:Person
184 sg:person.0606521252.48 schema:affiliation https://www.grid.ac/institutes/grid.34477.33
185 schema:familyName Pfeiffer
186 schema:givenName James
187 schema:sameAs https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.0606521252.48
188 rdf:type schema:Person
189 sg:person.0651670140.82 schema:affiliation https://www.grid.ac/institutes/grid.34477.33
190 schema:familyName Koepsell
191 schema:givenName Thomas D
192 schema:sameAs https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.0651670140.82
193 rdf:type schema:Person
194 sg:person.0717655147.71 schema:affiliation Ncabefa2d7a0346aa837f81ed2b4998f6
195 schema:familyName Lara
196 schema:givenName Joseph
197 schema:sameAs https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.0717655147.71
198 rdf:type schema:Person
199 sg:person.0740360151.36 schema:affiliation https://www.grid.ac/institutes/grid.429096.0
200 schema:familyName Micek
201 schema:givenName Mark A
202 schema:sameAs https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.0740360151.36
203 rdf:type schema:Person
204 sg:pub.10.1186/1478-7954-9-12 schema:sameAs https://app.dimensions.ai/details/publication/pub.1008362400
205 https://doi.org/10.1186/1478-7954-9-12
206 rdf:type schema:CreativeWork
207 https://doi.org/10.1001/jama.296.7.782 schema:sameAs https://app.dimensions.ai/details/publication/pub.1052189815
208 rdf:type schema:CreativeWork
209 https://doi.org/10.1016/j.bmc.2009.12.049 schema:sameAs https://app.dimensions.ai/details/publication/pub.1032570803
210 rdf:type schema:CreativeWork
211 https://doi.org/10.1086/507095 schema:sameAs https://app.dimensions.ai/details/publication/pub.1024904013
212 rdf:type schema:CreativeWork
213 https://doi.org/10.1097/01.aids.0000196177.65551.ea schema:sameAs https://app.dimensions.ai/details/publication/pub.1039176035
214 rdf:type schema:CreativeWork
215 https://doi.org/10.1097/01.aids.0000366083.75945.07 schema:sameAs https://app.dimensions.ai/details/publication/pub.1020894795
216 rdf:type schema:CreativeWork
217 https://doi.org/10.1097/qad.0b013e3282f768f8 schema:sameAs https://app.dimensions.ai/details/publication/pub.1026191893
218 rdf:type schema:CreativeWork
219 https://doi.org/10.1097/qai.0b013e3181ab73e2 schema:sameAs https://app.dimensions.ai/details/publication/pub.1018452349
220 rdf:type schema:CreativeWork
221 https://doi.org/10.1097/qai.0b013e3181bbcc45 schema:sameAs https://app.dimensions.ai/details/publication/pub.1045235295
222 rdf:type schema:CreativeWork
223 https://doi.org/10.1097/qai.0b013e31823edb6a schema:sameAs https://app.dimensions.ai/details/publication/pub.1003217214
224 rdf:type schema:CreativeWork
225 https://doi.org/10.1371/journal.pone.0002204 schema:sameAs https://app.dimensions.ai/details/publication/pub.1030370141
226 rdf:type schema:CreativeWork
227 https://doi.org/10.2307/2529310 schema:sameAs https://app.dimensions.ai/details/publication/pub.1069974986
228 rdf:type schema:CreativeWork
229 https://doi.org/10.2307/2532051 schema:sameAs https://app.dimensions.ai/details/publication/pub.1069977481
230 rdf:type schema:CreativeWork
231 https://doi.org/10.2471/blt.07.044248 schema:sameAs https://app.dimensions.ai/details/publication/pub.1070836967
232 rdf:type schema:CreativeWork
233 https://doi.org/10.2471/blt.07.044685 schema:sameAs https://app.dimensions.ai/details/publication/pub.1070836976
234 rdf:type schema:CreativeWork
235 https://www.grid.ac/institutes/grid.34477.33 schema:alternateName University of Washington
236 schema:name Department of Biostatistics, University of Washington, Seattle, WA, USA
237 Department of Epidemiology, University of Washington, Seattle, WA, USA
238 Department of Global Health, University of Washington, Seattle, WA, USA
239 Department of Health Services, University of Washington, Seattle, WA, USA
240 Global Medicines Program, University of Washington, Seattle, WA, USA
241 Health Alliance International, Seattle, WA, USA
242 rdf:type schema:Organization
243 https://www.grid.ac/institutes/grid.415752.0 schema:alternateName Ministry of Health
244 schema:name Ministry of Health, Beira, Sofala, MZ, Mozambique
245 rdf:type schema:Organization
246 https://www.grid.ac/institutes/grid.429096.0 schema:alternateName Health Alliance International
247 schema:name Department of Global Health, University of Washington, Seattle, WA, USA
248 Health Alliance International, Seattle, WA, USA
249 rdf:type schema:Organization
250 https://www.grid.ac/institutes/grid.429968.8 schema:alternateName Pangaea Global AIDS Foundation
251 schema:name Pangaea Global AIDS Foundation, Oakland, CA, USA
252 rdf:type schema:Organization
 




Preview window. Press ESC to close (or click here)


...