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Volumn 4, Issue 4, 2016, Pages

Weighting primary care patient panel size: A novel electronic health record-derived measure using machine learning

Author keywords

Ambulatory care; Health care economics and organizations; Machine learning; Medical informatics; Patient acceptance of health care; Primary health care; Risk adjustment

Indexed keywords


EID: 85057246930     PISSN: None     EISSN: 22919694     Source Type: Journal    
DOI: 10.2196/medinform.6530     Document Type: Article
Times cited : (23)

References (12)
  • 1
    • 84869207969 scopus 로고    scopus 로고
    • Projecting US primary care physician workforce needs: 2010-2025
    • [FREE Full text] [doi] [Medline: 23149526]
    • Petterson SM, Liaw WR, Phillips RLJ, Rabin DL, Meyers DS, Bazemore AW. Projecting US primary care physician workforce needs: 2010-2025. Ann Fam Med 2012; 10(6):503-509 [FREE Full text] [doi: 10.1370/afm.1431] [Medline: 23149526]
    • (2012) Ann Fam Med , vol.10 , Issue.6 , pp. 503-509
    • Petterson, SM1    Liaw, WR2    Phillips, RLJ3    Rabin, DL4    Meyers, DS5    Bazemore, AW.6
  • 2
    • 84888114787 scopus 로고    scopus 로고
    • Primary care: Proposed solutions to the physician shortage without training more physicians
    • Nov; [doi] [Medline: 24191075]
    • Bodenheimer TS, Smith MD. Primary care: Proposed solutions to the physician shortage without training more physicians. Health Aff (Millwood) 2013 Nov; 32(11):1881-1886. [doi: 10.1377/hlthaff.2013.0234] [Medline: 24191075]
    • (2013) Health Aff (Millwood) , vol.32 , Issue.11 , pp. 1881-1886
    • Bodenheimer, TS1    Smith, MD.2
  • 3
    • 84866173287 scopus 로고    scopus 로고
    • Estimating a reasonable patient panel size for primary care physicians with team-based task delegation
    • [FREE Full text] [doi] [Medline: 22966102]
    • Altschuler J, Margolius D, Bodenheimer T, Grumbach K. Estimating a reasonable patient panel size for primary care physicians with team-based task delegation. Ann Fam Med 2012; 10(5):396-400 [FREE Full text] [doi: 10.1370/afm.1400] [Medline: 22966102]
    • (2012) Ann Fam Med , vol.10 , Issue.5 , pp. 396-400
    • Altschuler, J1    Margolius, D2    Bodenheimer, T3    Grumbach, K.4
  • 4
    • 84897784523 scopus 로고    scopus 로고
    • The 10 building blocks of high-performing primary care
    • Mar; [FREE Full text] [doi] [Medline: 24615313]
    • Bodenheimer T, Ghorob A, Willard-Grace R, Grumbach K. The 10 building blocks of high-performing primary care. Ann Fam Med 2014 Mar; 12(2):166-171 [FREE Full text] [doi: 10.1370/afm.1616] [Medline: 24615313]
    • (2014) Ann Fam Med , vol.12 , Issue.2 , pp. 166-171
    • Bodenheimer, T1    Ghorob, A2    Willard-Grace, R3    Grumbach, K.4
  • 5
    • 84928999642 scopus 로고    scopus 로고
    • Patient empanelment: The importance of understanding who is at home in the medical home
    • [FREE Full text] [doi] [Medline: 25748755]
    • Grumbach K, Olayiwola JN. Patient empanelment: The importance of understanding who is at home in the medical home. J Am Board Fam Med 2015; 28(2):170-172 [FREE Full text] [doi: 10.3122/jabfm.2015.02.150011] [Medline: 25748755]
    • (2015) J Am Board Fam Med , vol.28 , Issue.2 , pp. 170-172
    • Grumbach, K1    Olayiwola, JN.2
  • 6
    • 84865311884 scopus 로고    scopus 로고
    • Standardizing primary care physician panels: Is age and sex good enough?
    • Jul; [Medline: 22823555]
    • Chung S, Eaton LJ, Luft HS. Standardizing primary care physician panels: Is age and sex good enough? Am J Manag Care 2012 Jul; 18(7):e262-e268. [Medline: 22823555]
    • (2012) Am J Manag Care , vol.18 , Issue.7 , pp. e262-e268
    • Chung, S1    Eaton, LJ2    Luft, HS.3
  • 7
    • 84859522286 scopus 로고    scopus 로고
    • Measures of multimorbidity and morbidity burden for use in primary care and community settings: A systematic review and guide
    • [FREE Full text] [doi] [Medline: 22412005]
    • Huntley AL, Johnson R, Purdy S, Valderas JM, Salisbury C. Measures of multimorbidity and morbidity burden for use in primary care and community settings: A systematic review and guide. Ann Fam Med 2012; 10(2):134-141 [FREE Full text] [doi: 10.1370/afm.1363] [Medline: 22412005]
    • (2012) Ann Fam Med , vol.10 , Issue.2 , pp. 134-141
    • Huntley, AL1    Johnson, R2    Purdy, S3    Valderas, JM4    Salisbury, C.5
  • 8
    • 84863846013 scopus 로고    scopus 로고
    • Risk-adjusted payment and performance assessment for primary care
    • [doi] [Medline: 22525609]
    • Ash AS, Ellis RP. Risk-adjusted payment and performance assessment for primary care. Medical Care 2012; 50(8):643-653. [doi: 10.1097/MLR.0b013e3182549c74] [Medline: 22525609]
    • (2012) Medical Care , vol.50 , Issue.8 , pp. 643-653
    • Ash, AS1    Ellis, RP.2
  • 9
    • 84939882989 scopus 로고    scopus 로고
    • An analytics approach to designing patient centered medical homes
    • Mar; [doi] [Medline: 24942633]
    • Ajorlou S, Shams I, Yang K. An analytics approach to designing patient centered medical homes. Health Care Manag Sci 2015 Mar; 18(1):3-18. [doi: 10.1007/s10729-014-9287-x] [Medline: 24942633]
    • (2015) Health Care Manag Sci , vol.18 , Issue.1 , pp. 3-18
    • Ajorlou, S1    Shams, I2    Yang, K.3
  • 10
    • 4444292273 scopus 로고    scopus 로고
    • Risk adjustment of Medicare capitation payments using the CMS-HCC model
    • [FREE Full text] [Medline: 15493448]
    • Pope GC, Kautter J, Ellis RP, Ash AS, Ayanian JZ, Lezzoni LI, et al. Risk adjustment of Medicare capitation payments using the CMS-HCC model. Health Care Financ Rev 2004; 25(4):119-141 [FREE Full text] [Medline: 15493448]
    • (2004) Health Care Financ Rev , vol.25 , Issue.4 , pp. 119-141
    • Pope, GC1    Kautter, J2    Ellis, RP3    Ash, AS4    Ayanian, JZ5    Lezzoni, LI6
  • 11
    • 84891556209 scopus 로고    scopus 로고
    • Sustaining primary care practice: A model to calculate disease burden and adjust panel size
    • [FREE Full text] [Medline: 21505619]
    • Potts B, Adams R, Spadin M. Sustaining primary care practice: A model to calculate disease burden and adjust panel size. Perm J 2011; 15(1):53-56 [FREE Full text] [Medline: 21505619]
    • (2011) Perm J , vol.15 , Issue.1 , pp. 53-56
    • Potts, B1    Adams, R2    Spadin, M.3
  • 12
    • 0019888188 scopus 로고
    • DRG creep: A new hospital-acquired disease
    • Jun 25; [doi] [Medline: 7015136]
    • Simborg DW. DRG creep: A new hospital-acquired disease. N Engl J Med 1981 Jun 25; 304(26):1602-1604. [doi: 10.1056/NEJM198106253042611] [Medline: 7015136]
    • (1981) N Engl J Med , vol.304 , Issue.26 , pp. 1602-1604
    • Simborg, DW.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.