An evaluation of data quality in Canada’s Continuing Care Reporting System (CCRS): secondary analyses of Ontario data submitted between 1996 ... View Full Text


Ontology type: schema:ScholarlyArticle      Open Access: True


Article Info

DATE

2013-12

AUTHORS

John P Hirdes, Jeff W Poss, Hilary Caldarelli, Brant E Fries, John N Morris, Gary F Teare, Kristen Reidel, Norma Jutan

ABSTRACT

BACKGROUND: Evidence informed decision making in health policy development and clinical practice depends on the availability of valid and reliable data. The introduction of interRAI assessment systems in many countries has provided valuable new information that can be used to support case mix based payment systems, quality monitoring, outcome measurement and care planning. The Continuing Care Reporting System (CCRS) managed by the Canadian Institute for Health Information has served as a data repository supporting national implementation of the Resident Assessment Instrument (RAI 2.0) in Canada for more than 15 years. The present paper aims to evaluate data quality for the CCRS using an approach that may be generalizable to comparable data holdings internationally. METHODS: Data from the RAI 2.0 implementation in Complex Continuing Care (CCC) hospitals/units and Long Term Care (LTC) homes in Ontario were analyzed using various statistical techniques that provide evidence for trends in validity, reliability, and population attributes. Time series comparisons included evaluations of scale reliability, patterns of associations between items and scales that provide evidence about convergent validity, and measures of changes in population characteristics over time. RESULTS: Data quality with respect to reliability, validity, completeness and freedom from logical coding errors was consistently high for the CCRS in both CCC and LTC settings. The addition of logic checks further improved data quality in both settings. The only notable change of concern was a substantial inflation in the percentage of long term care home residents qualifying for the Special Rehabilitation level of the Resource Utilization Groups (RUG-III) case mix system after the adoption of that system as part of the payment system for LTC. CONCLUSIONS: The CCRS provides a robust, high quality data source that may be used to inform policy, clinical practice and service delivery in Ontario. Only one area of concern was noted, and the statistical techniques employed here may be readily used to target organizations with data quality problems in that (or any other) area. There was also evidence that data quality was good in both CCC and LTC settings from the outset of implementation, meaning data may be used from the entire time series. The methods employed here may continue to be used to monitor data quality in this province over time and they provide a benchmark for comparisons with other jurisdictions implementing the RAI 2.0 in similar populations. More... »

PAGES

27

References to SciGraph publications

  • 2003-12. Inter-rater reliability of nursing home quality indicators in the U.S in BMC HEALTH SERVICES RESEARCH
  • 2010-12. Adjustment of nursing home quality indicators in BMC HEALTH SERVICES RESEARCH
  • 2008-12. Reliability of the interRAI suite of assessment instruments: a 12-country study of an integrated health information system in BMC HEALTH SERVICES RESEARCH
  • 2010-12. A Care Planning Strategy for Traumatic Life Events in Community Mental Health and Inpatient Psychiatry Based on the InterRAI Assessment Instruments in COMMUNITY MENTAL HEALTH JOURNAL
  • 2002-11. The resident assessment instrument‐mental health (RAI‐MH): Inter‐rater reliability and convergent validity in THE JOURNAL OF BEHAVIORAL HEALTH SERVICES & RESEARCH
  • 2012-12. Assessment of nursing home residents in Europe: the Services and Health for Elderly in Long TERm care (SHELTER) study in BMC HEALTH SERVICES RESEARCH
  • 2013-12. Development of mental health quality indicators (MHQIs) for inpatient psychiatry based on the interRAI mental health assessment in BMC HEALTH SERVICES RESEARCH
  • 2005-12. Measuring depression in nursing home residents with the MDS and GDS: an observational psychometric study in BMC GERIATRICS
  • 2009-12. Sharing clinical information across care settings: the birth of an integrated assessment system in BMC HEALTH SERVICES RESEARCH
  • 2011-12. Predicting mortality of residents at admission to nursing home: A longitudinal cohort study in BMC HEALTH SERVICES RESEARCH
  • 2011-12. Temporal and Geographic variation in the validity and internal consistency of the Nursing Home Resident Assessment Minimum Data Set 2.0 in BMC HEALTH SERVICES RESEARCH
  • 2012-12. Measuring data reliability for preventive services in electronic medical records in BMC HEALTH SERVICES RESEARCH
  • Identifiers

    URI

    http://scigraph.springernature.com/pub.10.1186/1472-6947-13-27

    DOI

    http://dx.doi.org/10.1186/1472-6947-13-27

    DIMENSIONS

    https://app.dimensions.ai/details/publication/pub.1014221026

    PUBMED

    https://www.ncbi.nlm.nih.gov/pubmed/23442258


    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": "Aged", 
            "type": "DefinedTerm"
          }, 
          {
            "inDefinedTermSet": "https://www.nlm.nih.gov/mesh/", 
            "name": "Canada", 
            "type": "DefinedTerm"
          }, 
          {
            "inDefinedTermSet": "https://www.nlm.nih.gov/mesh/", 
            "name": "Continuity of Patient Care", 
            "type": "DefinedTerm"
          }, 
          {
            "inDefinedTermSet": "https://www.nlm.nih.gov/mesh/", 
            "name": "Databases, Factual", 
            "type": "DefinedTerm"
          }, 
          {
            "inDefinedTermSet": "https://www.nlm.nih.gov/mesh/", 
            "name": "Diagnosis-Related Groups", 
            "type": "DefinedTerm"
          }, 
          {
            "inDefinedTermSet": "https://www.nlm.nih.gov/mesh/", 
            "name": "Humans", 
            "type": "DefinedTerm"
          }, 
          {
            "inDefinedTermSet": "https://www.nlm.nih.gov/mesh/", 
            "name": "Nursing Homes", 
            "type": "DefinedTerm"
          }, 
          {
            "inDefinedTermSet": "https://www.nlm.nih.gov/mesh/", 
            "name": "Ontario", 
            "type": "DefinedTerm"
          }, 
          {
            "inDefinedTermSet": "https://www.nlm.nih.gov/mesh/", 
            "name": "Psychometrics", 
            "type": "DefinedTerm"
          }, 
          {
            "inDefinedTermSet": "https://www.nlm.nih.gov/mesh/", 
            "name": "Selection Bias", 
            "type": "DefinedTerm"
          }, 
          {
            "inDefinedTermSet": "https://www.nlm.nih.gov/mesh/", 
            "name": "Skilled Nursing Facilities", 
            "type": "DefinedTerm"
          }
        ], 
        "author": [
          {
            "affiliation": {
              "alternateName": "University of Waterloo", 
              "id": "https://www.grid.ac/institutes/grid.46078.3d", 
              "name": [
                "School of Public Health and Health Systems, University of Waterloo, 200 University Avenue West, N2L 3G1, Waterloo, ON, Canada"
              ], 
              "type": "Organization"
            }, 
            "familyName": "Hirdes", 
            "givenName": "John P", 
            "id": "sg:person.0734271612.17", 
            "sameAs": [
              "https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.0734271612.17"
            ], 
            "type": "Person"
          }, 
          {
            "affiliation": {
              "alternateName": "University of Waterloo", 
              "id": "https://www.grid.ac/institutes/grid.46078.3d", 
              "name": [
                "School of Public Health and Health Systems, University of Waterloo, 200 University Avenue West, N2L 3G1, Waterloo, ON, Canada"
              ], 
              "type": "Organization"
            }, 
            "familyName": "Poss", 
            "givenName": "Jeff W", 
            "id": "sg:person.01130414052.08", 
            "sameAs": [
              "https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.01130414052.08"
            ], 
            "type": "Person"
          }, 
          {
            "affiliation": {
              "alternateName": "University of Waterloo", 
              "id": "https://www.grid.ac/institutes/grid.46078.3d", 
              "name": [
                "School of Public Health and Health Systems, University of Waterloo, 200 University Avenue West, N2L 3G1, Waterloo, ON, Canada"
              ], 
              "type": "Organization"
            }, 
            "familyName": "Caldarelli", 
            "givenName": "Hilary", 
            "id": "sg:person.01111744330.43", 
            "sameAs": [
              "https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.01111744330.43"
            ], 
            "type": "Person"
          }, 
          {
            "affiliation": {
              "alternateName": "University of Michigan\u2013Ann Arbor", 
              "id": "https://www.grid.ac/institutes/grid.214458.e", 
              "name": [
                "Institute of Gerontology, University of Michigan, 300 North Ingalls, 48109, Ann Arbor, MI, USA", 
                "Ann Arbor VA Health Care Center, Geriatrics Research, Education and Clinical Center, 2215 Fuller Road, 48105, Ann Arbor, MI, USA"
              ], 
              "type": "Organization"
            }, 
            "familyName": "Fries", 
            "givenName": "Brant E", 
            "id": "sg:person.01332466161.94", 
            "sameAs": [
              "https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.01332466161.94"
            ], 
            "type": "Person"
          }, 
          {
            "affiliation": {
              "alternateName": "Harvard University", 
              "id": "https://www.grid.ac/institutes/grid.38142.3c", 
              "name": [
                "Institute for Aging Research, 1200 Centre Street, 02131, Boston, MA, USA"
              ], 
              "type": "Organization"
            }, 
            "familyName": "Morris", 
            "givenName": "John N", 
            "id": "sg:person.010301265647.70", 
            "sameAs": [
              "https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.010301265647.70"
            ], 
            "type": "Person"
          }, 
          {
            "affiliation": {
              "alternateName": "Saskatchewan Health Quality Council", 
              "id": "https://www.grid.ac/institutes/grid.423575.2", 
              "name": [
                "Saskatchewan Health Quality Council, Atrium Building, Innovation Place, 241 \u2013 111 Research Drive, SK S7N 3R2, Saskatoon, Canada"
              ], 
              "type": "Organization"
            }, 
            "familyName": "Teare", 
            "givenName": "Gary F", 
            "id": "sg:person.01243260366.04", 
            "sameAs": [
              "https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.01243260366.04"
            ], 
            "type": "Person"
          }, 
          {
            "affiliation": {
              "name": [
                "IMS Brogan, Montreal 16720 Route Transcanadienne Kirkland, H9H 5M3, Quebec, Canada"
              ], 
              "type": "Organization"
            }, 
            "familyName": "Reidel", 
            "givenName": "Kristen", 
            "id": "sg:person.0605512320.70", 
            "sameAs": [
              "https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.0605512320.70"
            ], 
            "type": "Person"
          }, 
          {
            "affiliation": {
              "alternateName": "Canadian Institute for Health Information", 
              "id": "https://www.grid.ac/institutes/grid.413300.5", 
              "name": [
                "Canadian Institute for Health Information, Home and Continuing Care, Ottawa, 495 Richmond Road Suite 600, K2A 4H6, Ottawa, ON, Canada"
              ], 
              "type": "Organization"
            }, 
            "familyName": "Jutan", 
            "givenName": "Norma", 
            "id": "sg:person.0617015230.17", 
            "sameAs": [
              "https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.0617015230.17"
            ], 
            "type": "Person"
          }
        ], 
        "citation": [
          {
            "id": "https://doi.org/10.1111/j.1532-5415.1995.tb06615.x", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1000913787"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "https://doi.org/10.1093/ageing/29.2.165", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1001300598"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "https://doi.org/10.1017/s0714980811000304", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1004765512"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "https://doi.org/10.1097/00005650-199407000-00002", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1006224996"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "https://doi.org/10.1097/00005650-199407000-00002", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1006224996"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "https://doi.org/10.1111/j.1468-0009.2005.00405.x", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1006479171"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "https://doi.org/10.1111/j.1468-0009.2005.00405.x", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1006479171"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "sg:pub.10.1007/bf02287348", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1007807260", 
              "https://doi.org/10.1007/bf02287348"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "sg:pub.10.1007/bf02287348", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1007807260", 
              "https://doi.org/10.1007/bf02287348"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "sg:pub.10.1007/bf02287348", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1007807260", 
              "https://doi.org/10.1007/bf02287348"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "sg:pub.10.1186/1471-2318-5-1", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1010186225", 
              "https://doi.org/10.1186/1471-2318-5-1"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "sg:pub.10.1186/1472-6963-13-15", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1012136051", 
              "https://doi.org/10.1186/1472-6963-13-15"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "https://doi.org/10.1111/j.1532-5415.2007.01207.x", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1012199151"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "sg:pub.10.1186/1472-6963-8-277", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1014780778", 
              "https://doi.org/10.1186/1472-6963-8-277"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "sg:pub.10.1186/1472-6963-3-20", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1018213801", 
              "https://doi.org/10.1186/1472-6963-3-20"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "sg:pub.10.1186/1472-6963-9-71", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1018811806", 
              "https://doi.org/10.1186/1472-6963-9-71"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "https://doi.org/10.1093/ageing/afm162", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1019586342"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "sg:pub.10.1186/1472-6963-12-116", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1019894484", 
              "https://doi.org/10.1186/1472-6963-12-116"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "https://doi.org/10.1111/j.1532-5415.1997.tb02975.x", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1021562434"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "sg:pub.10.1007/s10597-010-9308-2", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1022279054", 
              "https://doi.org/10.1007/s10597-010-9308-2"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "sg:pub.10.1007/s10597-010-9308-2", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1022279054", 
              "https://doi.org/10.1007/s10597-010-9308-2"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "https://doi.org/10.1177/106286060401900603", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1026308810"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "https://doi.org/10.1177/106286060401900603", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1026308810"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "https://doi.org/10.1111/j.1532-5415.1997.tb02974.x", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1028742821"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "https://doi.org/10.1097/01.mlr.0000120104.01232.5e", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1030797672"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "https://doi.org/10.1097/01.mlr.0000120104.01232.5e", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1030797672"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "sg:pub.10.1186/1472-6963-11-78", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1032621414", 
              "https://doi.org/10.1186/1472-6963-11-78"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "https://doi.org/10.1111/j.1532-5415.2008.02048.x", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1035137342"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "https://doi.org/10.1097/mlr.0b013e318257dd67", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1037496180"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "https://doi.org/10.1097/mlr.0b013e318257dd67", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1037496180"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "https://doi.org/10.1093/ageing/afl036", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1039756467"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "https://doi.org/10.1097/00006199-200603001-00012", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1040444563"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "https://doi.org/10.1097/00006199-200603001-00012", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1040444563"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "https://doi.org/10.1097/00006199-200603001-00012", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1040444563"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "https://doi.org/10.1093/geront/41.3.401", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1041578663"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "https://doi.org/10.1093/gerona/54.11.m546", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1047000105"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "https://doi.org/10.1016/s0840-4704(10)60943-x", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1047125894"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "https://doi.org/10.1016/s0840-4704(10)60943-x", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1047125894"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "https://doi.org/10.1016/s0840-4704(10)60943-x", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1047125894"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "https://doi.org/10.1155/2001/978130", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1048337288"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "sg:pub.10.1186/1472-6963-12-5", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1050132487", 
              "https://doi.org/10.1186/1472-6963-12-5"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "https://doi.org/10.1093/ageing/32.4.435", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1050289247"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "https://doi.org/10.1016/s0840-4704(10)60127-5", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1050679644"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "https://doi.org/10.1016/s0840-4704(10)60127-5", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1050679644"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "https://doi.org/10.1016/s0840-4704(10)60127-5", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1050679644"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "https://doi.org/10.1093/ageing/26.suppl_2.27", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1050952699"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "sg:pub.10.1186/1472-6963-10-96", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1052568775", 
              "https://doi.org/10.1186/1472-6963-10-96"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "sg:pub.10.1186/1472-6963-11-86", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1052798210", 
              "https://doi.org/10.1186/1472-6963-11-86"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "https://doi.org/10.1300/j031v13n02_06", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1053085884"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "https://doi.org/10.1093/geronj/49.4.m174", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1059629296"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "https://doi.org/10.1093/geront/30.3.293", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1059633671"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "https://doi.org/10.1093/geront/32.2.148", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1059634041"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "https://doi.org/10.1093/geront/32.4.563b", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1059634120"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "https://doi.org/10.1093/geront/35.2.172", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1059634617"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "https://doi.org/10.1097/00005650-199802000-00006", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1060223511"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "https://doi.org/10.1097/00005650-199802000-00006", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1060223511"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "https://doi.org/10.1097/00005650-199802000-00006", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1060223511"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "https://doi.org/10.1177/14034948990270030201", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1064003062"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "https://doi.org/10.1177/14034948990270030201", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1064003062"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "https://doi.org/10.14236/jhi.v15i2.650", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1067225839"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "https://app.dimensions.ai/details/publication/pub.1074320070", 
            "type": "CreativeWork"
          }, 
          {
            "id": "https://app.dimensions.ai/details/publication/pub.1083200616", 
            "type": "CreativeWork"
          }
        ], 
        "datePublished": "2013-12", 
        "datePublishedReg": "2013-12-01", 
        "description": "BACKGROUND: Evidence informed decision making in health policy development and clinical practice depends on the availability of valid and reliable data. The introduction of interRAI assessment systems in many countries has provided valuable new information that can be used to support case mix based payment systems, quality monitoring, outcome measurement and care planning. The Continuing Care Reporting System (CCRS) managed by the Canadian Institute for Health Information has served as a data repository supporting national implementation of the Resident Assessment Instrument (RAI 2.0) in Canada for more than 15 years. The present paper aims to evaluate data quality for the CCRS using an approach that may be generalizable to comparable data holdings internationally.\nMETHODS: Data from the RAI 2.0 implementation in Complex Continuing Care (CCC) hospitals/units and Long Term Care (LTC) homes in Ontario were analyzed using various statistical techniques that provide evidence for trends in validity, reliability, and population attributes. Time series comparisons included evaluations of scale reliability, patterns of associations between items and scales that provide evidence about convergent validity, and measures of changes in population characteristics over time.\nRESULTS: Data quality with respect to reliability, validity, completeness and freedom from logical coding errors was consistently high for the CCRS in both CCC and LTC settings. The addition of logic checks further improved data quality in both settings. The only notable change of concern was a substantial inflation in the percentage of long term care home residents qualifying for the Special Rehabilitation level of the Resource Utilization Groups (RUG-III) case mix system after the adoption of that system as part of the payment system for LTC.\nCONCLUSIONS: The CCRS provides a robust, high quality data source that may be used to inform policy, clinical practice and service delivery in Ontario. Only one area of concern was noted, and the statistical techniques employed here may be readily used to target organizations with data quality problems in that (or any other) area. There was also evidence that data quality was good in both CCC and LTC settings from the outset of implementation, meaning data may be used from the entire time series. The methods employed here may continue to be used to monitor data quality in this province over time and they provide a benchmark for comparisons with other jurisdictions implementing the RAI 2.0 in similar populations.", 
        "genre": "research_article", 
        "id": "sg:pub.10.1186/1472-6947-13-27", 
        "inLanguage": [
          "en"
        ], 
        "isAccessibleForFree": true, 
        "isPartOf": [
          {
            "id": "sg:journal.1028432", 
            "issn": [
              "1472-6947"
            ], 
            "name": "BMC Medical Informatics and Decision Making", 
            "type": "Periodical"
          }, 
          {
            "issueNumber": "1", 
            "type": "PublicationIssue"
          }, 
          {
            "type": "PublicationVolume", 
            "volumeNumber": "13"
          }
        ], 
        "name": "An evaluation of data quality in Canada\u2019s Continuing Care Reporting System (CCRS): secondary analyses of Ontario data submitted between 1996 and 2011", 
        "pagination": "27", 
        "productId": [
          {
            "name": "readcube_id", 
            "type": "PropertyValue", 
            "value": [
              "43bff8ec1a8d9d4a4e3ad4ab74d611af5f3ebf69ac6c00ad0b7d046f7e2f33b7"
            ]
          }, 
          {
            "name": "pubmed_id", 
            "type": "PropertyValue", 
            "value": [
              "23442258"
            ]
          }, 
          {
            "name": "nlm_unique_id", 
            "type": "PropertyValue", 
            "value": [
              "101088682"
            ]
          }, 
          {
            "name": "doi", 
            "type": "PropertyValue", 
            "value": [
              "10.1186/1472-6947-13-27"
            ]
          }, 
          {
            "name": "dimensions_id", 
            "type": "PropertyValue", 
            "value": [
              "pub.1014221026"
            ]
          }
        ], 
        "sameAs": [
          "https://doi.org/10.1186/1472-6947-13-27", 
          "https://app.dimensions.ai/details/publication/pub.1014221026"
        ], 
        "sdDataset": "articles", 
        "sdDatePublished": "2019-04-10T19:57", 
        "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_8681_00000511.jsonl", 
        "type": "ScholarlyArticle", 
        "url": "http://link.springer.com/10.1186%2F1472-6947-13-27"
      }
    ]
     

    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.10.1186/1472-6947-13-27'

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

    curl -H 'Accept: application/n-triples' 'https://scigraph.springernature.com/pub.10.1186/1472-6947-13-27'

    Turtle is a human-readable linked data format.

    curl -H 'Accept: text/turtle' 'https://scigraph.springernature.com/pub.10.1186/1472-6947-13-27'

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

    curl -H 'Accept: application/rdf+xml' 'https://scigraph.springernature.com/pub.10.1186/1472-6947-13-27'


     

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

    321 TRIPLES      21 PREDICATES      85 URIs      32 LITERALS      20 BLANK NODES

    Subject Predicate Object
    1 sg:pub.10.1186/1472-6947-13-27 schema:about N43267c88fd54457688141ea56851cabf
    2 N4eb6e0d719ad45d291c04014425ef975
    3 N4f7dc905cda64061a3f90d136d5cc7de
    4 N5f4b8e5318d84cf3a4f731669b5c7a7c
    5 N637b01d31d1947709bc9cdbf8f7cd644
    6 N687b299ca23c45bb8b03dcc9f2a0c457
    7 N6a2004a2535b4b72b1214ec71fa8c976
    8 N936914324faf4436b3f047dbc678c9e1
    9 Nba0f4472d63043c3971c1ba15ababa5f
    10 Nee99292f383345cc8b04f1a0f0278e59
    11 Nfb2d5a3c5dc14a6ba5d44d24ebb801f3
    12 anzsrc-for:11
    13 anzsrc-for:1117
    14 schema:author N82edf45e7b764187b875c9235c0e4335
    15 schema:citation sg:pub.10.1007/bf02287348
    16 sg:pub.10.1007/s10597-010-9308-2
    17 sg:pub.10.1186/1471-2318-5-1
    18 sg:pub.10.1186/1472-6963-10-96
    19 sg:pub.10.1186/1472-6963-11-78
    20 sg:pub.10.1186/1472-6963-11-86
    21 sg:pub.10.1186/1472-6963-12-116
    22 sg:pub.10.1186/1472-6963-12-5
    23 sg:pub.10.1186/1472-6963-13-15
    24 sg:pub.10.1186/1472-6963-3-20
    25 sg:pub.10.1186/1472-6963-8-277
    26 sg:pub.10.1186/1472-6963-9-71
    27 https://app.dimensions.ai/details/publication/pub.1074320070
    28 https://app.dimensions.ai/details/publication/pub.1083200616
    29 https://doi.org/10.1016/s0840-4704(10)60127-5
    30 https://doi.org/10.1016/s0840-4704(10)60943-x
    31 https://doi.org/10.1017/s0714980811000304
    32 https://doi.org/10.1093/ageing/26.suppl_2.27
    33 https://doi.org/10.1093/ageing/29.2.165
    34 https://doi.org/10.1093/ageing/32.4.435
    35 https://doi.org/10.1093/ageing/afl036
    36 https://doi.org/10.1093/ageing/afm162
    37 https://doi.org/10.1093/gerona/54.11.m546
    38 https://doi.org/10.1093/geronj/49.4.m174
    39 https://doi.org/10.1093/geront/30.3.293
    40 https://doi.org/10.1093/geront/32.2.148
    41 https://doi.org/10.1093/geront/32.4.563b
    42 https://doi.org/10.1093/geront/35.2.172
    43 https://doi.org/10.1093/geront/41.3.401
    44 https://doi.org/10.1097/00005650-199407000-00002
    45 https://doi.org/10.1097/00005650-199802000-00006
    46 https://doi.org/10.1097/00006199-200603001-00012
    47 https://doi.org/10.1097/01.mlr.0000120104.01232.5e
    48 https://doi.org/10.1097/mlr.0b013e318257dd67
    49 https://doi.org/10.1111/j.1468-0009.2005.00405.x
    50 https://doi.org/10.1111/j.1532-5415.1995.tb06615.x
    51 https://doi.org/10.1111/j.1532-5415.1997.tb02974.x
    52 https://doi.org/10.1111/j.1532-5415.1997.tb02975.x
    53 https://doi.org/10.1111/j.1532-5415.2007.01207.x
    54 https://doi.org/10.1111/j.1532-5415.2008.02048.x
    55 https://doi.org/10.1155/2001/978130
    56 https://doi.org/10.1177/106286060401900603
    57 https://doi.org/10.1177/14034948990270030201
    58 https://doi.org/10.1300/j031v13n02_06
    59 https://doi.org/10.14236/jhi.v15i2.650
    60 schema:datePublished 2013-12
    61 schema:datePublishedReg 2013-12-01
    62 schema:description BACKGROUND: Evidence informed decision making in health policy development and clinical practice depends on the availability of valid and reliable data. The introduction of interRAI assessment systems in many countries has provided valuable new information that can be used to support case mix based payment systems, quality monitoring, outcome measurement and care planning. The Continuing Care Reporting System (CCRS) managed by the Canadian Institute for Health Information has served as a data repository supporting national implementation of the Resident Assessment Instrument (RAI 2.0) in Canada for more than 15 years. The present paper aims to evaluate data quality for the CCRS using an approach that may be generalizable to comparable data holdings internationally. METHODS: Data from the RAI 2.0 implementation in Complex Continuing Care (CCC) hospitals/units and Long Term Care (LTC) homes in Ontario were analyzed using various statistical techniques that provide evidence for trends in validity, reliability, and population attributes. Time series comparisons included evaluations of scale reliability, patterns of associations between items and scales that provide evidence about convergent validity, and measures of changes in population characteristics over time. RESULTS: Data quality with respect to reliability, validity, completeness and freedom from logical coding errors was consistently high for the CCRS in both CCC and LTC settings. The addition of logic checks further improved data quality in both settings. The only notable change of concern was a substantial inflation in the percentage of long term care home residents qualifying for the Special Rehabilitation level of the Resource Utilization Groups (RUG-III) case mix system after the adoption of that system as part of the payment system for LTC. CONCLUSIONS: The CCRS provides a robust, high quality data source that may be used to inform policy, clinical practice and service delivery in Ontario. Only one area of concern was noted, and the statistical techniques employed here may be readily used to target organizations with data quality problems in that (or any other) area. There was also evidence that data quality was good in both CCC and LTC settings from the outset of implementation, meaning data may be used from the entire time series. The methods employed here may continue to be used to monitor data quality in this province over time and they provide a benchmark for comparisons with other jurisdictions implementing the RAI 2.0 in similar populations.
    63 schema:genre research_article
    64 schema:inLanguage en
    65 schema:isAccessibleForFree true
    66 schema:isPartOf N364d9a1a81644407a64ea16a9c7d61a6
    67 N65d734d588d348a690c6f20dbd7a0b2b
    68 sg:journal.1028432
    69 schema:name An evaluation of data quality in Canada’s Continuing Care Reporting System (CCRS): secondary analyses of Ontario data submitted between 1996 and 2011
    70 schema:pagination 27
    71 schema:productId N01a3ff97d14d415a9c3f0fe35f570119
    72 N23fc3b724ff7430dab096c55f6a8441a
    73 N7e574784cd1e4207903086974ae0c9b5
    74 N8aca6d7d9530463193fab1dd136a033c
    75 Nc4f2c634a81d4d88a5d48f96a20cabe1
    76 schema:sameAs https://app.dimensions.ai/details/publication/pub.1014221026
    77 https://doi.org/10.1186/1472-6947-13-27
    78 schema:sdDatePublished 2019-04-10T19:57
    79 schema:sdLicense https://scigraph.springernature.com/explorer/license/
    80 schema:sdPublisher N4912f75c6770484daedbe4cf803e4c1d
    81 schema:url http://link.springer.com/10.1186%2F1472-6947-13-27
    82 sgo:license sg:explorer/license/
    83 sgo:sdDataset articles
    84 rdf:type schema:ScholarlyArticle
    85 N01a3ff97d14d415a9c3f0fe35f570119 schema:name pubmed_id
    86 schema:value 23442258
    87 rdf:type schema:PropertyValue
    88 N045a0eeac67a4e0790f9e775343f09b6 rdf:first sg:person.010301265647.70
    89 rdf:rest Nf3f5ee06d16543dd84db9a5f5eb77b30
    90 N0e30a5acd3dc4bd19ac0002d35c5298f rdf:first sg:person.01130414052.08
    91 rdf:rest Nfe11398a1d91429f93b81a0b36038e90
    92 N23fc3b724ff7430dab096c55f6a8441a schema:name dimensions_id
    93 schema:value pub.1014221026
    94 rdf:type schema:PropertyValue
    95 N364d9a1a81644407a64ea16a9c7d61a6 schema:volumeNumber 13
    96 rdf:type schema:PublicationVolume
    97 N43267c88fd54457688141ea56851cabf schema:inDefinedTermSet https://www.nlm.nih.gov/mesh/
    98 schema:name Skilled Nursing Facilities
    99 rdf:type schema:DefinedTerm
    100 N4912f75c6770484daedbe4cf803e4c1d schema:name Springer Nature - SN SciGraph project
    101 rdf:type schema:Organization
    102 N4eb6e0d719ad45d291c04014425ef975 schema:inDefinedTermSet https://www.nlm.nih.gov/mesh/
    103 schema:name Selection Bias
    104 rdf:type schema:DefinedTerm
    105 N4f7dc905cda64061a3f90d136d5cc7de schema:inDefinedTermSet https://www.nlm.nih.gov/mesh/
    106 schema:name Nursing Homes
    107 rdf:type schema:DefinedTerm
    108 N5f4b8e5318d84cf3a4f731669b5c7a7c schema:inDefinedTermSet https://www.nlm.nih.gov/mesh/
    109 schema:name Canada
    110 rdf:type schema:DefinedTerm
    111 N637b01d31d1947709bc9cdbf8f7cd644 schema:inDefinedTermSet https://www.nlm.nih.gov/mesh/
    112 schema:name Ontario
    113 rdf:type schema:DefinedTerm
    114 N65d734d588d348a690c6f20dbd7a0b2b schema:issueNumber 1
    115 rdf:type schema:PublicationIssue
    116 N687b299ca23c45bb8b03dcc9f2a0c457 schema:inDefinedTermSet https://www.nlm.nih.gov/mesh/
    117 schema:name Continuity of Patient Care
    118 rdf:type schema:DefinedTerm
    119 N6a2004a2535b4b72b1214ec71fa8c976 schema:inDefinedTermSet https://www.nlm.nih.gov/mesh/
    120 schema:name Diagnosis-Related Groups
    121 rdf:type schema:DefinedTerm
    122 N6be8dea36aeb45b4b2f80a3836796181 schema:name IMS Brogan, Montreal 16720 Route Transcanadienne Kirkland, H9H 5M3, Quebec, Canada
    123 rdf:type schema:Organization
    124 N7e574784cd1e4207903086974ae0c9b5 schema:name doi
    125 schema:value 10.1186/1472-6947-13-27
    126 rdf:type schema:PropertyValue
    127 N82edf45e7b764187b875c9235c0e4335 rdf:first sg:person.0734271612.17
    128 rdf:rest N0e30a5acd3dc4bd19ac0002d35c5298f
    129 N8aca6d7d9530463193fab1dd136a033c schema:name readcube_id
    130 schema:value 43bff8ec1a8d9d4a4e3ad4ab74d611af5f3ebf69ac6c00ad0b7d046f7e2f33b7
    131 rdf:type schema:PropertyValue
    132 N936914324faf4436b3f047dbc678c9e1 schema:inDefinedTermSet https://www.nlm.nih.gov/mesh/
    133 schema:name Humans
    134 rdf:type schema:DefinedTerm
    135 Na69751ce20be444281b2e7f334422cb1 rdf:first sg:person.01332466161.94
    136 rdf:rest N045a0eeac67a4e0790f9e775343f09b6
    137 Nba0f4472d63043c3971c1ba15ababa5f schema:inDefinedTermSet https://www.nlm.nih.gov/mesh/
    138 schema:name Psychometrics
    139 rdf:type schema:DefinedTerm
    140 Nc4f2c634a81d4d88a5d48f96a20cabe1 schema:name nlm_unique_id
    141 schema:value 101088682
    142 rdf:type schema:PropertyValue
    143 Nca9f79df94fa443fb62ebcee8dccf795 rdf:first sg:person.0617015230.17
    144 rdf:rest rdf:nil
    145 Ndbfb9cf9fb234e61ac71249b84e03c94 rdf:first sg:person.0605512320.70
    146 rdf:rest Nca9f79df94fa443fb62ebcee8dccf795
    147 Nee99292f383345cc8b04f1a0f0278e59 schema:inDefinedTermSet https://www.nlm.nih.gov/mesh/
    148 schema:name Databases, Factual
    149 rdf:type schema:DefinedTerm
    150 Nf3f5ee06d16543dd84db9a5f5eb77b30 rdf:first sg:person.01243260366.04
    151 rdf:rest Ndbfb9cf9fb234e61ac71249b84e03c94
    152 Nfb2d5a3c5dc14a6ba5d44d24ebb801f3 schema:inDefinedTermSet https://www.nlm.nih.gov/mesh/
    153 schema:name Aged
    154 rdf:type schema:DefinedTerm
    155 Nfe11398a1d91429f93b81a0b36038e90 rdf:first sg:person.01111744330.43
    156 rdf:rest Na69751ce20be444281b2e7f334422cb1
    157 anzsrc-for:11 schema:inDefinedTermSet anzsrc-for:
    158 schema:name Medical and Health Sciences
    159 rdf:type schema:DefinedTerm
    160 anzsrc-for:1117 schema:inDefinedTermSet anzsrc-for:
    161 schema:name Public Health and Health Services
    162 rdf:type schema:DefinedTerm
    163 sg:journal.1028432 schema:issn 1472-6947
    164 schema:name BMC Medical Informatics and Decision Making
    165 rdf:type schema:Periodical
    166 sg:person.010301265647.70 schema:affiliation https://www.grid.ac/institutes/grid.38142.3c
    167 schema:familyName Morris
    168 schema:givenName John N
    169 schema:sameAs https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.010301265647.70
    170 rdf:type schema:Person
    171 sg:person.01111744330.43 schema:affiliation https://www.grid.ac/institutes/grid.46078.3d
    172 schema:familyName Caldarelli
    173 schema:givenName Hilary
    174 schema:sameAs https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.01111744330.43
    175 rdf:type schema:Person
    176 sg:person.01130414052.08 schema:affiliation https://www.grid.ac/institutes/grid.46078.3d
    177 schema:familyName Poss
    178 schema:givenName Jeff W
    179 schema:sameAs https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.01130414052.08
    180 rdf:type schema:Person
    181 sg:person.01243260366.04 schema:affiliation https://www.grid.ac/institutes/grid.423575.2
    182 schema:familyName Teare
    183 schema:givenName Gary F
    184 schema:sameAs https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.01243260366.04
    185 rdf:type schema:Person
    186 sg:person.01332466161.94 schema:affiliation https://www.grid.ac/institutes/grid.214458.e
    187 schema:familyName Fries
    188 schema:givenName Brant E
    189 schema:sameAs https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.01332466161.94
    190 rdf:type schema:Person
    191 sg:person.0605512320.70 schema:affiliation N6be8dea36aeb45b4b2f80a3836796181
    192 schema:familyName Reidel
    193 schema:givenName Kristen
    194 schema:sameAs https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.0605512320.70
    195 rdf:type schema:Person
    196 sg:person.0617015230.17 schema:affiliation https://www.grid.ac/institutes/grid.413300.5
    197 schema:familyName Jutan
    198 schema:givenName Norma
    199 schema:sameAs https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.0617015230.17
    200 rdf:type schema:Person
    201 sg:person.0734271612.17 schema:affiliation https://www.grid.ac/institutes/grid.46078.3d
    202 schema:familyName Hirdes
    203 schema:givenName John P
    204 schema:sameAs https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.0734271612.17
    205 rdf:type schema:Person
    206 sg:pub.10.1007/bf02287348 schema:sameAs https://app.dimensions.ai/details/publication/pub.1007807260
    207 https://doi.org/10.1007/bf02287348
    208 rdf:type schema:CreativeWork
    209 sg:pub.10.1007/s10597-010-9308-2 schema:sameAs https://app.dimensions.ai/details/publication/pub.1022279054
    210 https://doi.org/10.1007/s10597-010-9308-2
    211 rdf:type schema:CreativeWork
    212 sg:pub.10.1186/1471-2318-5-1 schema:sameAs https://app.dimensions.ai/details/publication/pub.1010186225
    213 https://doi.org/10.1186/1471-2318-5-1
    214 rdf:type schema:CreativeWork
    215 sg:pub.10.1186/1472-6963-10-96 schema:sameAs https://app.dimensions.ai/details/publication/pub.1052568775
    216 https://doi.org/10.1186/1472-6963-10-96
    217 rdf:type schema:CreativeWork
    218 sg:pub.10.1186/1472-6963-11-78 schema:sameAs https://app.dimensions.ai/details/publication/pub.1032621414
    219 https://doi.org/10.1186/1472-6963-11-78
    220 rdf:type schema:CreativeWork
    221 sg:pub.10.1186/1472-6963-11-86 schema:sameAs https://app.dimensions.ai/details/publication/pub.1052798210
    222 https://doi.org/10.1186/1472-6963-11-86
    223 rdf:type schema:CreativeWork
    224 sg:pub.10.1186/1472-6963-12-116 schema:sameAs https://app.dimensions.ai/details/publication/pub.1019894484
    225 https://doi.org/10.1186/1472-6963-12-116
    226 rdf:type schema:CreativeWork
    227 sg:pub.10.1186/1472-6963-12-5 schema:sameAs https://app.dimensions.ai/details/publication/pub.1050132487
    228 https://doi.org/10.1186/1472-6963-12-5
    229 rdf:type schema:CreativeWork
    230 sg:pub.10.1186/1472-6963-13-15 schema:sameAs https://app.dimensions.ai/details/publication/pub.1012136051
    231 https://doi.org/10.1186/1472-6963-13-15
    232 rdf:type schema:CreativeWork
    233 sg:pub.10.1186/1472-6963-3-20 schema:sameAs https://app.dimensions.ai/details/publication/pub.1018213801
    234 https://doi.org/10.1186/1472-6963-3-20
    235 rdf:type schema:CreativeWork
    236 sg:pub.10.1186/1472-6963-8-277 schema:sameAs https://app.dimensions.ai/details/publication/pub.1014780778
    237 https://doi.org/10.1186/1472-6963-8-277
    238 rdf:type schema:CreativeWork
    239 sg:pub.10.1186/1472-6963-9-71 schema:sameAs https://app.dimensions.ai/details/publication/pub.1018811806
    240 https://doi.org/10.1186/1472-6963-9-71
    241 rdf:type schema:CreativeWork
    242 https://app.dimensions.ai/details/publication/pub.1074320070 schema:CreativeWork
    243 https://app.dimensions.ai/details/publication/pub.1083200616 schema:CreativeWork
    244 https://doi.org/10.1016/s0840-4704(10)60127-5 schema:sameAs https://app.dimensions.ai/details/publication/pub.1050679644
    245 rdf:type schema:CreativeWork
    246 https://doi.org/10.1016/s0840-4704(10)60943-x schema:sameAs https://app.dimensions.ai/details/publication/pub.1047125894
    247 rdf:type schema:CreativeWork
    248 https://doi.org/10.1017/s0714980811000304 schema:sameAs https://app.dimensions.ai/details/publication/pub.1004765512
    249 rdf:type schema:CreativeWork
    250 https://doi.org/10.1093/ageing/26.suppl_2.27 schema:sameAs https://app.dimensions.ai/details/publication/pub.1050952699
    251 rdf:type schema:CreativeWork
    252 https://doi.org/10.1093/ageing/29.2.165 schema:sameAs https://app.dimensions.ai/details/publication/pub.1001300598
    253 rdf:type schema:CreativeWork
    254 https://doi.org/10.1093/ageing/32.4.435 schema:sameAs https://app.dimensions.ai/details/publication/pub.1050289247
    255 rdf:type schema:CreativeWork
    256 https://doi.org/10.1093/ageing/afl036 schema:sameAs https://app.dimensions.ai/details/publication/pub.1039756467
    257 rdf:type schema:CreativeWork
    258 https://doi.org/10.1093/ageing/afm162 schema:sameAs https://app.dimensions.ai/details/publication/pub.1019586342
    259 rdf:type schema:CreativeWork
    260 https://doi.org/10.1093/gerona/54.11.m546 schema:sameAs https://app.dimensions.ai/details/publication/pub.1047000105
    261 rdf:type schema:CreativeWork
    262 https://doi.org/10.1093/geronj/49.4.m174 schema:sameAs https://app.dimensions.ai/details/publication/pub.1059629296
    263 rdf:type schema:CreativeWork
    264 https://doi.org/10.1093/geront/30.3.293 schema:sameAs https://app.dimensions.ai/details/publication/pub.1059633671
    265 rdf:type schema:CreativeWork
    266 https://doi.org/10.1093/geront/32.2.148 schema:sameAs https://app.dimensions.ai/details/publication/pub.1059634041
    267 rdf:type schema:CreativeWork
    268 https://doi.org/10.1093/geront/32.4.563b schema:sameAs https://app.dimensions.ai/details/publication/pub.1059634120
    269 rdf:type schema:CreativeWork
    270 https://doi.org/10.1093/geront/35.2.172 schema:sameAs https://app.dimensions.ai/details/publication/pub.1059634617
    271 rdf:type schema:CreativeWork
    272 https://doi.org/10.1093/geront/41.3.401 schema:sameAs https://app.dimensions.ai/details/publication/pub.1041578663
    273 rdf:type schema:CreativeWork
    274 https://doi.org/10.1097/00005650-199407000-00002 schema:sameAs https://app.dimensions.ai/details/publication/pub.1006224996
    275 rdf:type schema:CreativeWork
    276 https://doi.org/10.1097/00005650-199802000-00006 schema:sameAs https://app.dimensions.ai/details/publication/pub.1060223511
    277 rdf:type schema:CreativeWork
    278 https://doi.org/10.1097/00006199-200603001-00012 schema:sameAs https://app.dimensions.ai/details/publication/pub.1040444563
    279 rdf:type schema:CreativeWork
    280 https://doi.org/10.1097/01.mlr.0000120104.01232.5e schema:sameAs https://app.dimensions.ai/details/publication/pub.1030797672
    281 rdf:type schema:CreativeWork
    282 https://doi.org/10.1097/mlr.0b013e318257dd67 schema:sameAs https://app.dimensions.ai/details/publication/pub.1037496180
    283 rdf:type schema:CreativeWork
    284 https://doi.org/10.1111/j.1468-0009.2005.00405.x schema:sameAs https://app.dimensions.ai/details/publication/pub.1006479171
    285 rdf:type schema:CreativeWork
    286 https://doi.org/10.1111/j.1532-5415.1995.tb06615.x schema:sameAs https://app.dimensions.ai/details/publication/pub.1000913787
    287 rdf:type schema:CreativeWork
    288 https://doi.org/10.1111/j.1532-5415.1997.tb02974.x schema:sameAs https://app.dimensions.ai/details/publication/pub.1028742821
    289 rdf:type schema:CreativeWork
    290 https://doi.org/10.1111/j.1532-5415.1997.tb02975.x schema:sameAs https://app.dimensions.ai/details/publication/pub.1021562434
    291 rdf:type schema:CreativeWork
    292 https://doi.org/10.1111/j.1532-5415.2007.01207.x schema:sameAs https://app.dimensions.ai/details/publication/pub.1012199151
    293 rdf:type schema:CreativeWork
    294 https://doi.org/10.1111/j.1532-5415.2008.02048.x schema:sameAs https://app.dimensions.ai/details/publication/pub.1035137342
    295 rdf:type schema:CreativeWork
    296 https://doi.org/10.1155/2001/978130 schema:sameAs https://app.dimensions.ai/details/publication/pub.1048337288
    297 rdf:type schema:CreativeWork
    298 https://doi.org/10.1177/106286060401900603 schema:sameAs https://app.dimensions.ai/details/publication/pub.1026308810
    299 rdf:type schema:CreativeWork
    300 https://doi.org/10.1177/14034948990270030201 schema:sameAs https://app.dimensions.ai/details/publication/pub.1064003062
    301 rdf:type schema:CreativeWork
    302 https://doi.org/10.1300/j031v13n02_06 schema:sameAs https://app.dimensions.ai/details/publication/pub.1053085884
    303 rdf:type schema:CreativeWork
    304 https://doi.org/10.14236/jhi.v15i2.650 schema:sameAs https://app.dimensions.ai/details/publication/pub.1067225839
    305 rdf:type schema:CreativeWork
    306 https://www.grid.ac/institutes/grid.214458.e schema:alternateName University of Michigan–Ann Arbor
    307 schema:name Ann Arbor VA Health Care Center, Geriatrics Research, Education and Clinical Center, 2215 Fuller Road, 48105, Ann Arbor, MI, USA
    308 Institute of Gerontology, University of Michigan, 300 North Ingalls, 48109, Ann Arbor, MI, USA
    309 rdf:type schema:Organization
    310 https://www.grid.ac/institutes/grid.38142.3c schema:alternateName Harvard University
    311 schema:name Institute for Aging Research, 1200 Centre Street, 02131, Boston, MA, USA
    312 rdf:type schema:Organization
    313 https://www.grid.ac/institutes/grid.413300.5 schema:alternateName Canadian Institute for Health Information
    314 schema:name Canadian Institute for Health Information, Home and Continuing Care, Ottawa, 495 Richmond Road Suite 600, K2A 4H6, Ottawa, ON, Canada
    315 rdf:type schema:Organization
    316 https://www.grid.ac/institutes/grid.423575.2 schema:alternateName Saskatchewan Health Quality Council
    317 schema:name Saskatchewan Health Quality Council, Atrium Building, Innovation Place, 241 – 111 Research Drive, SK S7N 3R2, Saskatoon, Canada
    318 rdf:type schema:Organization
    319 https://www.grid.ac/institutes/grid.46078.3d schema:alternateName University of Waterloo
    320 schema:name School of Public Health and Health Systems, University of Waterloo, 200 University Avenue West, N2L 3G1, Waterloo, ON, Canada
    321 rdf:type schema:Organization
     




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


    ...