A Quantitative Approach to Identify Synergistic IT Portfolios View Full Text


Ontology type: schema:Chapter     


Chapter Info

DATE

2015

AUTHORS

Ken Pinaire , Surendra Sarnikar

ABSTRACT

Healthcare organizations continue to make large investments in health information technology to improve quality of care and lower costs. Therefore, there is an ever-growing need to have an ever-clearer understanding of how IT investments impact these organizations. Past studies have explored the impact of individual technologies or aggregate all technologies based on overall investment, but do not explore the impact of specific portfolios of information technology and their synergistic effects on healthcare quality. Based on the past studies on portfolio theory, we introduce an approach, utilizing data mining techniques and logistical regression, to identify such optimal portfolios, and explore the presence of such synergistic effects among the components of the portfolio. This multi-step approach is then applied to publically-available datasets, and the resulting candidate IT portfolios are presented. Statistical analysis is then used to test these results and demonstrate the feasibility of this approach. More... »

PAGES

135-156

References to SciGraph publications

  • 2012-01. Changes in Disparities Following the Implementation of a Health Information Technology-Supported Quality Improvement Initiative in JOURNAL OF GENERAL INTERNAL MEDICINE
  • 2010-12. Medication errors with electronic prescribing (eP): Two views of the same picture in BMC HEALTH SERVICES RESEARCH
  • 2010-12. Actor-Network Theory and its role in understanding the implementation of information technology developments in healthcare in BMC MEDICAL INFORMATICS AND DECISION MAKING
  • 2009-12. Evolving health information technology and the timely availability of visit diagnoses from ambulatory visits: A natural experiment in an integrated delivery system in BMC MEDICAL INFORMATICS AND DECISION MAKING
  • 2001. Regression Modeling Strategies, With Applications to Linear Models, Logistic Regression, and Survival Analysis in NONE
  • 2002-08. Exploring Hospitals' Adoption of Information Technology in JOURNAL OF MEDICAL SYSTEMS
  • 2002-03. Adapting portfolio theory for the evaluation of multiple investments in health with a multiplicative extension for treatment synergies in THE EUROPEAN JOURNAL OF HEALTH ECONOMICS
  • 2013-12. Health information technology capacity at federally qualified health centers: a mechanism for improving quality of care in BMC HEALTH SERVICES RESEARCH
  • 2009-04. Trends in Primary Care Clinician Perceptions of a New Electronic Health Record in JOURNAL OF GENERAL INTERNAL MEDICINE
  • 2012-12. Hospital implementation of health information technology and quality of care: are they related? in BMC MEDICAL INFORMATICS AND DECISION MAKING
  • Book

    TITLE

    Reshaping Society through Analytics, Collaboration, and Decision Support

    ISBN

    978-3-319-11574-0
    978-3-319-11575-7

    Author Affiliations

    Identifiers

    URI

    http://scigraph.springernature.com/pub.10.1007/978-3-319-11575-7_9

    DOI

    http://dx.doi.org/10.1007/978-3-319-11575-7_9

    DIMENSIONS

    https://app.dimensions.ai/details/publication/pub.1084730152


    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/2008/0806", 
            "inDefinedTermSet": "http://purl.org/au-research/vocabulary/anzsrc-for/2008/", 
            "name": "Information Systems", 
            "type": "DefinedTerm"
          }, 
          {
            "id": "http://purl.org/au-research/vocabulary/anzsrc-for/2008/08", 
            "inDefinedTermSet": "http://purl.org/au-research/vocabulary/anzsrc-for/2008/", 
            "name": "Information and Computing Sciences", 
            "type": "DefinedTerm"
          }
        ], 
        "author": [
          {
            "affiliation": {
              "alternateName": "Dakota State University", 
              "id": "https://www.grid.ac/institutes/grid.254833.b", 
              "name": [
                "Dakota State University"
              ], 
              "type": "Organization"
            }, 
            "familyName": "Pinaire", 
            "givenName": "Ken", 
            "type": "Person"
          }, 
          {
            "affiliation": {
              "alternateName": "Dakota State University", 
              "id": "https://www.grid.ac/institutes/grid.254833.b", 
              "name": [
                "College of Business and Information Systems, Dakota State University"
              ], 
              "type": "Organization"
            }, 
            "familyName": "Sarnikar", 
            "givenName": "Surendra", 
            "id": "sg:person.011532206370.62", 
            "sameAs": [
              "https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.011532206370.62"
            ], 
            "type": "Person"
          }
        ], 
        "citation": [
          {
            "id": "https://doi.org/10.1001/archinternmed.2010.527", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1001163051"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "https://doi.org/10.1016/j.ijmedinf.2010.06.005", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1002772454"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "https://doi.org/10.1016/j.jom.2008.11.001", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1004047800"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "https://doi.org/10.1097/01.asw.0000426718.59326.bb", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1005004050"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "https://doi.org/10.1097/01.asw.0000426718.59326.bb", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1005004050"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "sg:pub.10.1007/s11606-009-0906-z", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1008013056", 
              "https://doi.org/10.1007/s11606-009-0906-z"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "sg:pub.10.1186/1472-6947-10-67", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1008483703", 
              "https://doi.org/10.1186/1472-6947-10-67"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "https://doi.org/10.1097/mlr.0b013e31827da859", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1008517880"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "https://doi.org/10.1097/mlr.0b013e31827da859", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1008517880"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "https://doi.org/10.1016/j.pec.2009.09.026", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1013355164"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "https://doi.org/10.1016/j.dss.2010.07.007", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1013884988"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "https://doi.org/10.1111/j.1475-6773.2010.01233.x", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1015466202"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "https://doi.org/10.1016/s1386-5056(01)00178-2", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1015720253"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "https://doi.org/10.1016/j.dss.2008.11.003", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1015825067"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "sg:pub.10.1023/a:1015872805768", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1016660681", 
              "https://doi.org/10.1023/a:1015872805768"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "https://doi.org/10.1111/j.1365-2575.2004.00160.x", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1018023416"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "https://doi.org/10.1097/01.hmr.0000304497.89684.36", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1019153301"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "https://doi.org/10.1097/01.hmr.0000304497.89684.36", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1019153301"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "https://doi.org/10.1097/00004010-200407000-00006", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1019562501"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "https://doi.org/10.1097/00004010-200407000-00006", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1019562501"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "sg:pub.10.1186/1472-6963-13-35", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1022067920", 
              "https://doi.org/10.1186/1472-6963-13-35"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "https://doi.org/10.1097/hmr.0b013e3181c8b1e5", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1025175646"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "https://doi.org/10.1097/hmr.0b013e3181c8b1e5", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1025175646"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "sg:pub.10.1186/1472-6963-10-135", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1025838517", 
              "https://doi.org/10.1186/1472-6963-10-135"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "https://doi.org/10.1377/hlthaff.2010.0155", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1028361229"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "https://doi.org/10.1542/peds.2012-2374", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1030306727"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "https://doi.org/10.3109/17538157.2010.535130", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1030944918"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "https://doi.org/10.1370/afm.327", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1033405573"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "https://doi.org/10.1258/hsmr.2010.010019", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1033946080"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "https://doi.org/10.1258/hsmr.2010.010019", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1033946080"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "https://doi.org/10.1016/j.jamcollsurg.2008.04.025", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1034101655"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "sg:pub.10.1007/978-1-4757-3462-1", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1034876164", 
              "https://doi.org/10.1007/978-1-4757-3462-1"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "sg:pub.10.1007/978-1-4757-3462-1", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1034876164", 
              "https://doi.org/10.1007/978-1-4757-3462-1"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "sg:pub.10.1186/1472-6947-9-35", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1035021870", 
              "https://doi.org/10.1186/1472-6947-9-35"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "https://doi.org/10.1016/s1553-7250(07)33016-x", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1036561246"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "https://doi.org/10.1016/s1553-7250(09)35051-5", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1037425330"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "https://doi.org/10.1080/10580530601036778", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1039337007"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "https://doi.org/10.1001/jama.293.10.1197", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1042952161"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "sg:pub.10.1186/1472-6947-12-109", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1047026179", 
              "https://doi.org/10.1186/1472-6947-12-109"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "https://doi.org/10.1097/00003246-200301000-00019", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1047855431"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "https://doi.org/10.1097/00003246-200301000-00019", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1047855431"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "https://doi.org/10.1016/j.ijmedinf.2013.05.001", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1049246085"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "https://doi.org/10.1377/hlthaff.2009.1086", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1050643338"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "sg:pub.10.1007/s10198-001-0090-5", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1051180681", 
              "https://doi.org/10.1007/s10198-001-0090-5"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "https://doi.org/10.1111/j.1475-6773.2012.01441.x", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1051868227"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "sg:pub.10.1007/s11606-011-1842-2", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1052159798", 
              "https://doi.org/10.1007/s11606-011-1842-2"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "https://doi.org/10.1136/amiajnl-2011-000385", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1052283722"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "https://doi.org/10.1111/j.1475-6773.2008.00893.x", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1053191841"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "https://doi.org/10.1016/j.ijmedinf.2012.06.006", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1053304541"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "https://doi.org/10.1055/s-0031-1285102", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1057245434"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "https://doi.org/10.1109/tem.2005.861813", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1061600225"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "https://doi.org/10.1177/183335830903800305", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1064077878"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "https://doi.org/10.1177/183335830903800305", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1064077878"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "https://doi.org/10.1287/isre.11.1.83.11784", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1064711416"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "https://doi.org/10.14236/jhi.v17i2.722", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1067225911"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "https://doi.org/10.1002/central/cn-00731118", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1067225911"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "https://doi.org/10.14236/jhi.v17i3.731", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1067225920"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "https://doi.org/10.1521/aeap.2011.23.3_supp.110", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1067626897"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "https://doi.org/10.1542/peds.111.3.626", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1067821946"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "https://doi.org/10.2146/ajhp090056", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1069099301"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "https://doi.org/10.2146/ajhp090056", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1069099301"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "https://doi.org/10.2146/ajhp090056", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1069099301"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "https://doi.org/10.2146/ajhp090056", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1069099301"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "https://doi.org/10.2146/ajhp090637", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1069099509"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "https://doi.org/10.2146/ajhp090637", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1069099509"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "https://doi.org/10.2146/ajhp090637", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1069099509"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "https://doi.org/10.2146/ajhp090643", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1069099512"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "https://doi.org/10.2146/ajhp090643", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1069099512"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "https://doi.org/10.2146/ajhp090643", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1069099512"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "https://doi.org/10.1080/07421222.2004.11045794", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1085538055"
            ], 
            "type": "CreativeWork"
          }
        ], 
        "datePublished": "2015", 
        "datePublishedReg": "2015-01-01", 
        "description": "Healthcare organizations continue to make large investments in health information technology to improve quality of care and lower costs. Therefore, there is an ever-growing need to have an ever-clearer understanding of how IT investments impact these organizations. Past studies have explored the impact of individual technologies or aggregate all technologies based on overall investment, but do not explore the impact of specific portfolios of information technology and their synergistic effects on healthcare quality. Based on the past studies on portfolio theory, we introduce an approach, utilizing data mining techniques and logistical regression, to identify such optimal portfolios, and explore the presence of such synergistic effects among the components of the portfolio. This multi-step approach is then applied to publically-available datasets, and the resulting candidate IT portfolios are presented. Statistical analysis is then used to test these results and demonstrate the feasibility of this approach.", 
        "editor": [
          {
            "familyName": "Iyer", 
            "givenName": "Lakshmi S.", 
            "type": "Person"
          }, 
          {
            "familyName": "Power", 
            "givenName": "Daniel J.", 
            "type": "Person"
          }
        ], 
        "genre": "chapter", 
        "id": "sg:pub.10.1007/978-3-319-11575-7_9", 
        "inLanguage": [
          "en"
        ], 
        "isAccessibleForFree": false, 
        "isPartOf": {
          "isbn": [
            "978-3-319-11574-0", 
            "978-3-319-11575-7"
          ], 
          "name": "Reshaping Society through Analytics, Collaboration, and Decision Support", 
          "type": "Book"
        }, 
        "name": "A Quantitative Approach to Identify Synergistic IT Portfolios", 
        "pagination": "135-156", 
        "productId": [
          {
            "name": "doi", 
            "type": "PropertyValue", 
            "value": [
              "10.1007/978-3-319-11575-7_9"
            ]
          }, 
          {
            "name": "readcube_id", 
            "type": "PropertyValue", 
            "value": [
              "e4726de581cf112b91e8671692a372a0fb45a05326e1c360946b81f0be7ffb03"
            ]
          }, 
          {
            "name": "dimensions_id", 
            "type": "PropertyValue", 
            "value": [
              "pub.1084730152"
            ]
          }
        ], 
        "publisher": {
          "location": "Cham", 
          "name": "Springer International Publishing", 
          "type": "Organisation"
        }, 
        "sameAs": [
          "https://doi.org/10.1007/978-3-319-11575-7_9", 
          "https://app.dimensions.ai/details/publication/pub.1084730152"
        ], 
        "sdDataset": "chapters", 
        "sdDatePublished": "2019-04-15T22:02", 
        "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_8693_00000279.jsonl", 
        "type": "Chapter", 
        "url": "http://link.springer.com/10.1007/978-3-319-11575-7_9"
      }
    ]
     

    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.10.1007/978-3-319-11575-7_9'

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

    curl -H 'Accept: application/n-triples' 'https://scigraph.springernature.com/pub.10.1007/978-3-319-11575-7_9'

    Turtle is a human-readable linked data format.

    curl -H 'Accept: text/turtle' 'https://scigraph.springernature.com/pub.10.1007/978-3-319-11575-7_9'

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

    curl -H 'Accept: application/rdf+xml' 'https://scigraph.springernature.com/pub.10.1007/978-3-319-11575-7_9'


     

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

    249 TRIPLES      23 PREDICATES      81 URIs      20 LITERALS      8 BLANK NODES

    Subject Predicate Object
    1 sg:pub.10.1007/978-3-319-11575-7_9 schema:about anzsrc-for:08
    2 anzsrc-for:0806
    3 schema:author Ncd49b0647cde48f4ab9e79c049c3e722
    4 schema:citation sg:pub.10.1007/978-1-4757-3462-1
    5 sg:pub.10.1007/s10198-001-0090-5
    6 sg:pub.10.1007/s11606-009-0906-z
    7 sg:pub.10.1007/s11606-011-1842-2
    8 sg:pub.10.1023/a:1015872805768
    9 sg:pub.10.1186/1472-6947-10-67
    10 sg:pub.10.1186/1472-6947-12-109
    11 sg:pub.10.1186/1472-6947-9-35
    12 sg:pub.10.1186/1472-6963-10-135
    13 sg:pub.10.1186/1472-6963-13-35
    14 https://doi.org/10.1001/archinternmed.2010.527
    15 https://doi.org/10.1001/jama.293.10.1197
    16 https://doi.org/10.1002/central/cn-00731118
    17 https://doi.org/10.1016/j.dss.2008.11.003
    18 https://doi.org/10.1016/j.dss.2010.07.007
    19 https://doi.org/10.1016/j.ijmedinf.2010.06.005
    20 https://doi.org/10.1016/j.ijmedinf.2012.06.006
    21 https://doi.org/10.1016/j.ijmedinf.2013.05.001
    22 https://doi.org/10.1016/j.jamcollsurg.2008.04.025
    23 https://doi.org/10.1016/j.jom.2008.11.001
    24 https://doi.org/10.1016/j.pec.2009.09.026
    25 https://doi.org/10.1016/s1386-5056(01)00178-2
    26 https://doi.org/10.1016/s1553-7250(07)33016-x
    27 https://doi.org/10.1016/s1553-7250(09)35051-5
    28 https://doi.org/10.1055/s-0031-1285102
    29 https://doi.org/10.1080/07421222.2004.11045794
    30 https://doi.org/10.1080/10580530601036778
    31 https://doi.org/10.1097/00003246-200301000-00019
    32 https://doi.org/10.1097/00004010-200407000-00006
    33 https://doi.org/10.1097/01.asw.0000426718.59326.bb
    34 https://doi.org/10.1097/01.hmr.0000304497.89684.36
    35 https://doi.org/10.1097/hmr.0b013e3181c8b1e5
    36 https://doi.org/10.1097/mlr.0b013e31827da859
    37 https://doi.org/10.1109/tem.2005.861813
    38 https://doi.org/10.1111/j.1365-2575.2004.00160.x
    39 https://doi.org/10.1111/j.1475-6773.2008.00893.x
    40 https://doi.org/10.1111/j.1475-6773.2010.01233.x
    41 https://doi.org/10.1111/j.1475-6773.2012.01441.x
    42 https://doi.org/10.1136/amiajnl-2011-000385
    43 https://doi.org/10.1177/183335830903800305
    44 https://doi.org/10.1258/hsmr.2010.010019
    45 https://doi.org/10.1287/isre.11.1.83.11784
    46 https://doi.org/10.1370/afm.327
    47 https://doi.org/10.1377/hlthaff.2009.1086
    48 https://doi.org/10.1377/hlthaff.2010.0155
    49 https://doi.org/10.14236/jhi.v17i2.722
    50 https://doi.org/10.14236/jhi.v17i3.731
    51 https://doi.org/10.1521/aeap.2011.23.3_supp.110
    52 https://doi.org/10.1542/peds.111.3.626
    53 https://doi.org/10.1542/peds.2012-2374
    54 https://doi.org/10.2146/ajhp090056
    55 https://doi.org/10.2146/ajhp090637
    56 https://doi.org/10.2146/ajhp090643
    57 https://doi.org/10.3109/17538157.2010.535130
    58 schema:datePublished 2015
    59 schema:datePublishedReg 2015-01-01
    60 schema:description Healthcare organizations continue to make large investments in health information technology to improve quality of care and lower costs. Therefore, there is an ever-growing need to have an ever-clearer understanding of how IT investments impact these organizations. Past studies have explored the impact of individual technologies or aggregate all technologies based on overall investment, but do not explore the impact of specific portfolios of information technology and their synergistic effects on healthcare quality. Based on the past studies on portfolio theory, we introduce an approach, utilizing data mining techniques and logistical regression, to identify such optimal portfolios, and explore the presence of such synergistic effects among the components of the portfolio. This multi-step approach is then applied to publically-available datasets, and the resulting candidate IT portfolios are presented. Statistical analysis is then used to test these results and demonstrate the feasibility of this approach.
    61 schema:editor N6169a27573ac4ca2bf31bb5bb134b9bb
    62 schema:genre chapter
    63 schema:inLanguage en
    64 schema:isAccessibleForFree false
    65 schema:isPartOf Ndf73cb29ac614ec4a3285803c0329428
    66 schema:name A Quantitative Approach to Identify Synergistic IT Portfolios
    67 schema:pagination 135-156
    68 schema:productId N18a7e1468efe4144aa3bea21eed71776
    69 N6c1c21fadb38482baf2f0055b3ab6dcf
    70 Ncc617d32cc364b1894b1e89874f87166
    71 schema:publisher Nf5530083800144ffb95c7dd766c38653
    72 schema:sameAs https://app.dimensions.ai/details/publication/pub.1084730152
    73 https://doi.org/10.1007/978-3-319-11575-7_9
    74 schema:sdDatePublished 2019-04-15T22:02
    75 schema:sdLicense https://scigraph.springernature.com/explorer/license/
    76 schema:sdPublisher N82b25799e35947f2879c59c79afdbdbb
    77 schema:url http://link.springer.com/10.1007/978-3-319-11575-7_9
    78 sgo:license sg:explorer/license/
    79 sgo:sdDataset chapters
    80 rdf:type schema:Chapter
    81 N0648518d727342ba9029f3cbdddd48c5 rdf:first N0db75211a0d645cfba178b3c2d18d592
    82 rdf:rest rdf:nil
    83 N0db75211a0d645cfba178b3c2d18d592 schema:familyName Power
    84 schema:givenName Daniel J.
    85 rdf:type schema:Person
    86 N1472d74339f446869f53fc4291a48ae3 schema:familyName Iyer
    87 schema:givenName Lakshmi S.
    88 rdf:type schema:Person
    89 N18a7e1468efe4144aa3bea21eed71776 schema:name doi
    90 schema:value 10.1007/978-3-319-11575-7_9
    91 rdf:type schema:PropertyValue
    92 N43813fd386ba44c7a85ae9facf88747e schema:affiliation https://www.grid.ac/institutes/grid.254833.b
    93 schema:familyName Pinaire
    94 schema:givenName Ken
    95 rdf:type schema:Person
    96 N6169a27573ac4ca2bf31bb5bb134b9bb rdf:first N1472d74339f446869f53fc4291a48ae3
    97 rdf:rest N0648518d727342ba9029f3cbdddd48c5
    98 N6c1c21fadb38482baf2f0055b3ab6dcf schema:name dimensions_id
    99 schema:value pub.1084730152
    100 rdf:type schema:PropertyValue
    101 N82b25799e35947f2879c59c79afdbdbb schema:name Springer Nature - SN SciGraph project
    102 rdf:type schema:Organization
    103 Ncc617d32cc364b1894b1e89874f87166 schema:name readcube_id
    104 schema:value e4726de581cf112b91e8671692a372a0fb45a05326e1c360946b81f0be7ffb03
    105 rdf:type schema:PropertyValue
    106 Ncd49b0647cde48f4ab9e79c049c3e722 rdf:first N43813fd386ba44c7a85ae9facf88747e
    107 rdf:rest Nd1a29e0466494336a5801d436eb1e09f
    108 Nd1a29e0466494336a5801d436eb1e09f rdf:first sg:person.011532206370.62
    109 rdf:rest rdf:nil
    110 Ndf73cb29ac614ec4a3285803c0329428 schema:isbn 978-3-319-11574-0
    111 978-3-319-11575-7
    112 schema:name Reshaping Society through Analytics, Collaboration, and Decision Support
    113 rdf:type schema:Book
    114 Nf5530083800144ffb95c7dd766c38653 schema:location Cham
    115 schema:name Springer International Publishing
    116 rdf:type schema:Organisation
    117 anzsrc-for:08 schema:inDefinedTermSet anzsrc-for:
    118 schema:name Information and Computing Sciences
    119 rdf:type schema:DefinedTerm
    120 anzsrc-for:0806 schema:inDefinedTermSet anzsrc-for:
    121 schema:name Information Systems
    122 rdf:type schema:DefinedTerm
    123 sg:person.011532206370.62 schema:affiliation https://www.grid.ac/institutes/grid.254833.b
    124 schema:familyName Sarnikar
    125 schema:givenName Surendra
    126 schema:sameAs https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.011532206370.62
    127 rdf:type schema:Person
    128 sg:pub.10.1007/978-1-4757-3462-1 schema:sameAs https://app.dimensions.ai/details/publication/pub.1034876164
    129 https://doi.org/10.1007/978-1-4757-3462-1
    130 rdf:type schema:CreativeWork
    131 sg:pub.10.1007/s10198-001-0090-5 schema:sameAs https://app.dimensions.ai/details/publication/pub.1051180681
    132 https://doi.org/10.1007/s10198-001-0090-5
    133 rdf:type schema:CreativeWork
    134 sg:pub.10.1007/s11606-009-0906-z schema:sameAs https://app.dimensions.ai/details/publication/pub.1008013056
    135 https://doi.org/10.1007/s11606-009-0906-z
    136 rdf:type schema:CreativeWork
    137 sg:pub.10.1007/s11606-011-1842-2 schema:sameAs https://app.dimensions.ai/details/publication/pub.1052159798
    138 https://doi.org/10.1007/s11606-011-1842-2
    139 rdf:type schema:CreativeWork
    140 sg:pub.10.1023/a:1015872805768 schema:sameAs https://app.dimensions.ai/details/publication/pub.1016660681
    141 https://doi.org/10.1023/a:1015872805768
    142 rdf:type schema:CreativeWork
    143 sg:pub.10.1186/1472-6947-10-67 schema:sameAs https://app.dimensions.ai/details/publication/pub.1008483703
    144 https://doi.org/10.1186/1472-6947-10-67
    145 rdf:type schema:CreativeWork
    146 sg:pub.10.1186/1472-6947-12-109 schema:sameAs https://app.dimensions.ai/details/publication/pub.1047026179
    147 https://doi.org/10.1186/1472-6947-12-109
    148 rdf:type schema:CreativeWork
    149 sg:pub.10.1186/1472-6947-9-35 schema:sameAs https://app.dimensions.ai/details/publication/pub.1035021870
    150 https://doi.org/10.1186/1472-6947-9-35
    151 rdf:type schema:CreativeWork
    152 sg:pub.10.1186/1472-6963-10-135 schema:sameAs https://app.dimensions.ai/details/publication/pub.1025838517
    153 https://doi.org/10.1186/1472-6963-10-135
    154 rdf:type schema:CreativeWork
    155 sg:pub.10.1186/1472-6963-13-35 schema:sameAs https://app.dimensions.ai/details/publication/pub.1022067920
    156 https://doi.org/10.1186/1472-6963-13-35
    157 rdf:type schema:CreativeWork
    158 https://doi.org/10.1001/archinternmed.2010.527 schema:sameAs https://app.dimensions.ai/details/publication/pub.1001163051
    159 rdf:type schema:CreativeWork
    160 https://doi.org/10.1001/jama.293.10.1197 schema:sameAs https://app.dimensions.ai/details/publication/pub.1042952161
    161 rdf:type schema:CreativeWork
    162 https://doi.org/10.1002/central/cn-00731118 schema:sameAs https://app.dimensions.ai/details/publication/pub.1067225911
    163 rdf:type schema:CreativeWork
    164 https://doi.org/10.1016/j.dss.2008.11.003 schema:sameAs https://app.dimensions.ai/details/publication/pub.1015825067
    165 rdf:type schema:CreativeWork
    166 https://doi.org/10.1016/j.dss.2010.07.007 schema:sameAs https://app.dimensions.ai/details/publication/pub.1013884988
    167 rdf:type schema:CreativeWork
    168 https://doi.org/10.1016/j.ijmedinf.2010.06.005 schema:sameAs https://app.dimensions.ai/details/publication/pub.1002772454
    169 rdf:type schema:CreativeWork
    170 https://doi.org/10.1016/j.ijmedinf.2012.06.006 schema:sameAs https://app.dimensions.ai/details/publication/pub.1053304541
    171 rdf:type schema:CreativeWork
    172 https://doi.org/10.1016/j.ijmedinf.2013.05.001 schema:sameAs https://app.dimensions.ai/details/publication/pub.1049246085
    173 rdf:type schema:CreativeWork
    174 https://doi.org/10.1016/j.jamcollsurg.2008.04.025 schema:sameAs https://app.dimensions.ai/details/publication/pub.1034101655
    175 rdf:type schema:CreativeWork
    176 https://doi.org/10.1016/j.jom.2008.11.001 schema:sameAs https://app.dimensions.ai/details/publication/pub.1004047800
    177 rdf:type schema:CreativeWork
    178 https://doi.org/10.1016/j.pec.2009.09.026 schema:sameAs https://app.dimensions.ai/details/publication/pub.1013355164
    179 rdf:type schema:CreativeWork
    180 https://doi.org/10.1016/s1386-5056(01)00178-2 schema:sameAs https://app.dimensions.ai/details/publication/pub.1015720253
    181 rdf:type schema:CreativeWork
    182 https://doi.org/10.1016/s1553-7250(07)33016-x schema:sameAs https://app.dimensions.ai/details/publication/pub.1036561246
    183 rdf:type schema:CreativeWork
    184 https://doi.org/10.1016/s1553-7250(09)35051-5 schema:sameAs https://app.dimensions.ai/details/publication/pub.1037425330
    185 rdf:type schema:CreativeWork
    186 https://doi.org/10.1055/s-0031-1285102 schema:sameAs https://app.dimensions.ai/details/publication/pub.1057245434
    187 rdf:type schema:CreativeWork
    188 https://doi.org/10.1080/07421222.2004.11045794 schema:sameAs https://app.dimensions.ai/details/publication/pub.1085538055
    189 rdf:type schema:CreativeWork
    190 https://doi.org/10.1080/10580530601036778 schema:sameAs https://app.dimensions.ai/details/publication/pub.1039337007
    191 rdf:type schema:CreativeWork
    192 https://doi.org/10.1097/00003246-200301000-00019 schema:sameAs https://app.dimensions.ai/details/publication/pub.1047855431
    193 rdf:type schema:CreativeWork
    194 https://doi.org/10.1097/00004010-200407000-00006 schema:sameAs https://app.dimensions.ai/details/publication/pub.1019562501
    195 rdf:type schema:CreativeWork
    196 https://doi.org/10.1097/01.asw.0000426718.59326.bb schema:sameAs https://app.dimensions.ai/details/publication/pub.1005004050
    197 rdf:type schema:CreativeWork
    198 https://doi.org/10.1097/01.hmr.0000304497.89684.36 schema:sameAs https://app.dimensions.ai/details/publication/pub.1019153301
    199 rdf:type schema:CreativeWork
    200 https://doi.org/10.1097/hmr.0b013e3181c8b1e5 schema:sameAs https://app.dimensions.ai/details/publication/pub.1025175646
    201 rdf:type schema:CreativeWork
    202 https://doi.org/10.1097/mlr.0b013e31827da859 schema:sameAs https://app.dimensions.ai/details/publication/pub.1008517880
    203 rdf:type schema:CreativeWork
    204 https://doi.org/10.1109/tem.2005.861813 schema:sameAs https://app.dimensions.ai/details/publication/pub.1061600225
    205 rdf:type schema:CreativeWork
    206 https://doi.org/10.1111/j.1365-2575.2004.00160.x schema:sameAs https://app.dimensions.ai/details/publication/pub.1018023416
    207 rdf:type schema:CreativeWork
    208 https://doi.org/10.1111/j.1475-6773.2008.00893.x schema:sameAs https://app.dimensions.ai/details/publication/pub.1053191841
    209 rdf:type schema:CreativeWork
    210 https://doi.org/10.1111/j.1475-6773.2010.01233.x schema:sameAs https://app.dimensions.ai/details/publication/pub.1015466202
    211 rdf:type schema:CreativeWork
    212 https://doi.org/10.1111/j.1475-6773.2012.01441.x schema:sameAs https://app.dimensions.ai/details/publication/pub.1051868227
    213 rdf:type schema:CreativeWork
    214 https://doi.org/10.1136/amiajnl-2011-000385 schema:sameAs https://app.dimensions.ai/details/publication/pub.1052283722
    215 rdf:type schema:CreativeWork
    216 https://doi.org/10.1177/183335830903800305 schema:sameAs https://app.dimensions.ai/details/publication/pub.1064077878
    217 rdf:type schema:CreativeWork
    218 https://doi.org/10.1258/hsmr.2010.010019 schema:sameAs https://app.dimensions.ai/details/publication/pub.1033946080
    219 rdf:type schema:CreativeWork
    220 https://doi.org/10.1287/isre.11.1.83.11784 schema:sameAs https://app.dimensions.ai/details/publication/pub.1064711416
    221 rdf:type schema:CreativeWork
    222 https://doi.org/10.1370/afm.327 schema:sameAs https://app.dimensions.ai/details/publication/pub.1033405573
    223 rdf:type schema:CreativeWork
    224 https://doi.org/10.1377/hlthaff.2009.1086 schema:sameAs https://app.dimensions.ai/details/publication/pub.1050643338
    225 rdf:type schema:CreativeWork
    226 https://doi.org/10.1377/hlthaff.2010.0155 schema:sameAs https://app.dimensions.ai/details/publication/pub.1028361229
    227 rdf:type schema:CreativeWork
    228 https://doi.org/10.14236/jhi.v17i2.722 schema:sameAs https://app.dimensions.ai/details/publication/pub.1067225911
    229 rdf:type schema:CreativeWork
    230 https://doi.org/10.14236/jhi.v17i3.731 schema:sameAs https://app.dimensions.ai/details/publication/pub.1067225920
    231 rdf:type schema:CreativeWork
    232 https://doi.org/10.1521/aeap.2011.23.3_supp.110 schema:sameAs https://app.dimensions.ai/details/publication/pub.1067626897
    233 rdf:type schema:CreativeWork
    234 https://doi.org/10.1542/peds.111.3.626 schema:sameAs https://app.dimensions.ai/details/publication/pub.1067821946
    235 rdf:type schema:CreativeWork
    236 https://doi.org/10.1542/peds.2012-2374 schema:sameAs https://app.dimensions.ai/details/publication/pub.1030306727
    237 rdf:type schema:CreativeWork
    238 https://doi.org/10.2146/ajhp090056 schema:sameAs https://app.dimensions.ai/details/publication/pub.1069099301
    239 rdf:type schema:CreativeWork
    240 https://doi.org/10.2146/ajhp090637 schema:sameAs https://app.dimensions.ai/details/publication/pub.1069099509
    241 rdf:type schema:CreativeWork
    242 https://doi.org/10.2146/ajhp090643 schema:sameAs https://app.dimensions.ai/details/publication/pub.1069099512
    243 rdf:type schema:CreativeWork
    244 https://doi.org/10.3109/17538157.2010.535130 schema:sameAs https://app.dimensions.ai/details/publication/pub.1030944918
    245 rdf:type schema:CreativeWork
    246 https://www.grid.ac/institutes/grid.254833.b schema:alternateName Dakota State University
    247 schema:name College of Business and Information Systems, Dakota State University
    248 Dakota State University
    249 rdf:type schema:Organization
     




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


    ...