메뉴 건너뛰기




Volumn 15, Issue 1, 2012, Pages 79-90

Use of Self-Organizing Maps for Balanced Scorecard analysis to monitor the performance of dialysis clinic chains

Author keywords

Artificial Neural Networks; Balanced Scorecard; Dialysis; Healthcare; Quality control system; Self Organizing Maps

Indexed keywords

ARTICLE; HEALTH CARE QUALITY; HUMAN; ORGANIZATION AND MANAGEMENT; OUTPATIENT DEPARTMENT; RENAL REPLACEMENT THERAPY;

EID: 84856273877     PISSN: 13869620     EISSN: None     Source Type: Journal    
DOI: 10.1007/s10729-011-9183-6     Document Type: Article
Times cited : (14)

References (36)
  • 1
    • 61349153023 scopus 로고    scopus 로고
    • Community health assessment using self-organizing maps and geographic information systems
    • doi:10.1186/1476-072X-7-67
    • Basara H, Yuan M (2008) Community health assessment using self-organizing maps and geographic information systems. Int J Health Geogr 7: 67. doi: 10. 1186/1476-072X-7-67.
    • (2008) Int J Health Geogr , vol.7 , pp. 67
    • Basara, H.1    Yuan, M.2
  • 2
    • 84898014553 scopus 로고    scopus 로고
    • Implementing performance measurement systems: a literature review
    • Bourne M, Neely A, Mills J, Platts K (2003) Implementing performance measurement systems: a literature review. Int J Bus Perform Manag 5(1): 1-24.
    • (2003) Int J Bus Perform Manag , vol.5 , Issue.1 , pp. 1-24
    • Bourne, M.1    Neely, A.2    Mills, J.3    Platts, K.4
  • 3
    • 0018032112 scopus 로고
    • Measuring the efficiency of decision making unit
    • Charnes A, Cooper WW, Rhodes E (1978) Measuring the efficiency of decision making unit. Eur J Oper Res 2: 429-444.
    • (1978) Eur J Oper Res , vol.2 , pp. 429-444
    • Charnes, A.1    Cooper, W.W.2    Rhodes, E.3
  • 4
    • 0027688501 scopus 로고
    • Second generation logarithmic estimates of single-pool variable volume Kt/V: an analysis error
    • Daugirdas T (1993) Second generation logarithmic estimates of single-pool variable volume Kt/V: an analysis error. J Am Soc Nephrol 4: 1205-1213.
    • (1993) J Am Soc Nephrol , vol.4 , pp. 1205-1213
    • Daugirdas, T.1
  • 5
    • 0000014486 scopus 로고
    • Cluster analysis of multivariate data: efficiency vs interpretability of classifications
    • Forgy EW (1965) Cluster analysis of multivariate data: efficiency vs interpretability of classifications. Biometrics 21: 768-769.
    • (1965) Biometrics , vol.21 , pp. 768-769
    • Forgy, E.W.1
  • 8
    • 0021783946 scopus 로고
    • A mechanistic analysis of the National Cooperative Dialysis Study (NCDS)
    • Gotch FA, Sargent JA (1985) A mechanistic analysis of the National Cooperative Dialysis Study (NCDS). Kidney Int 28(3): 526-34.
    • (1985) Kidney Int , vol.28 , Issue.3 , pp. 526-534
    • Gotch, F.A.1    Sargent, J.A.2
  • 10
    • 0004063090 scopus 로고    scopus 로고
    • Prentice Hall International, Inc
    • Haykin S (1999) Neural networks. Prentice Hall International, Inc.
    • (1999) Neural networks
    • Haykin, S.1
  • 11
    • 0036097168 scopus 로고    scopus 로고
    • Applying the balanced scorecard in healthcare provider organizations
    • Inamdar N, Kaplan RS, Bower M (2002) Applying the balanced scorecard in healthcare provider organizations. J Healthc Manag 47(3): 195-196.
    • (2002) J Healthc Manag , vol.47 , Issue.3 , pp. 195-196
    • Inamdar, N.1    Kaplan, R.S.2    Bower, M.3
  • 12
    • 0026494564 scopus 로고
    • The balanced scorecard-measures that drive performance
    • Kaplan RS, Norton DP (1992) The balanced scorecard-measures that drive performance. Harvard Bus Rev 70(1): 71-79.
    • (1992) Harvard Bus Rev , vol.70 , Issue.1 , pp. 71-79
    • Kaplan, R.S.1    Norton, D.P.2
  • 17
    • 0030292516 scopus 로고    scopus 로고
    • A neural network approach to analyzing health care information
    • Lloyd-Williams M, Williams T (1996) A neural network approach to analyzing health care information. Top Health Inf Manage 17(2): 26-33.
    • (1996) Top Health Inf Manage , vol.17 , Issue.2 , pp. 26-33
    • Lloyd-Williams, M.1    Williams, T.2
  • 20
    • 84986131152 scopus 로고    scopus 로고
    • Business performance measurement-past, present and future
    • Marr B, Schiuma G (2003) Business performance measurement-past, present and future. Manage Decis 41(8): 680-687.
    • (2003) Manage Decis , vol.41 , Issue.8 , pp. 680-687
    • Marr, B.1    Schiuma, G.2
  • 21
    • 75749087271 scopus 로고    scopus 로고
    • A computational approach for the health care market
    • Montefiori M, Resta M (2008) A computational approach for the health care market. Health Care Manag Sci 12(4): 344-350.
    • (2008) Health Care Manag Sci , vol.12 , Issue.4 , pp. 344-350
    • Montefiori, M.1    Resta, M.2
  • 22
    • 10644291720 scopus 로고    scopus 로고
    • Cerebral microdialysis of patients with severe traumatic brain injury exhibits highly individualistic patterns as visualized by cluster analysis with self-organizing maps
    • Nelson DW, Bellander BM, MacCallum RM, Axelsson J, Alm M, Wallin M, Weitzberg E, Rudehill A (2004) Cerebral microdialysis of patients with severe traumatic brain injury exhibits highly individualistic patterns as visualized by cluster analysis with self-organizing maps. Crit Care Med 32(12): 2428-2436.
    • (2004) Crit Care Med , vol.32 , Issue.12 , pp. 2428-2436
    • Nelson, D.W.1    Bellander, B.M.2    Maccallum, R.M.3    Axelsson, J.4    Alm, M.5    Wallin, M.6    Weitzberg, E.7    Rudehill, A.8
  • 23
    • 0000325341 scopus 로고
    • On lines and planes of closest fit to systems of points in space
    • Pearson K (1901) On lines and planes of closest fit to systems of points in space. Philos Mag 2(6): 559-572.
    • (1901) Philos Mag , vol.2 , Issue.6 , pp. 559-572
    • Pearson, K.1
  • 24
    • 79959324611 scopus 로고    scopus 로고
    • Assessing the efficiency of health care providers: a SOM perspective
    • In: Laaksonen J, Honkela T (eds), lecture notes in computer science, Springer
    • Resta M (2011) Assessing the efficiency of health care providers: a SOM perspective. In: Laaksonen J, Honkela T (eds) Advances in self-organizing maps, lecture notes in computer science, vol 6731. Springer, pp 30-39.
    • (2011) Advances in self-organizing maps , vol.6731 , pp. 30-39
    • Resta, M.1
  • 25
    • 0034704222 scopus 로고    scopus 로고
    • Nonlinear dimensionality reduction by locally linear embedding
    • Roweis ST, Saul LK (2000) Nonlinear dimensionality reduction by locally linear embedding. Science 290: 2323-2326.
    • (2000) Science , vol.290 , pp. 2323-2326
    • Roweis, S.T.1    Saul, L.K.2
  • 26
    • 84887006810 scopus 로고
    • A nonlinear mapping for data structure analysis
    • Sammon Jr JW (1969) A nonlinear mapping for data structure analysis. IEEE Trans Comput C-18(5): 401-409.
    • (1969) IEEE Trans Comput , vol.C-18 , Issue.5 , pp. 401-409
    • Sammon Jr, J.W.1
  • 27
    • 30944432192 scopus 로고    scopus 로고
    • Chronic renal diseases as a public health problem: epidemiology, social, and economic implications
    • Schieppati A, Remuzzi G (2005) Chronic renal diseases as a public health problem: epidemiology, social, and economic implications. Kidney Inter Suppl 68(98): S7-S10.
    • (2005) Kidney Inter Suppl , vol.68 , Issue.98 , pp. 7-10
    • Schieppati, A.1    Remuzzi, G.2
  • 28
    • 0012646407 scopus 로고    scopus 로고
    • Data envelopment analysis: the evolution of the state of the art (1978-1995)
    • Seiford LM (1996) Data envelopment analysis: the evolution of the state of the art (1978-1995). Journal of Productivity Analysis 7(2-3): 99-137.
    • (1996) Journal of Productivity Analysis , vol.7 , Issue.2-3 , pp. 99-137
    • Seiford, L.M.1
  • 30
    • 0036189126 scopus 로고    scopus 로고
    • Lowder Ca, Adcox MJ, Davidson RL, Mallea MC, Narasimhan N, Wagnild JP Epidemiology of hemodialysis vascular access infections from longitudinal infection surveillance data: predicting the impact of NKF-DOQI clinical practice guidelines for vascular access
    • Stevenson KB, Hannah EL, Lowder Ca, Adcox MJ, Davidson RL, Mallea MC, Narasimhan N, Wagnild JP (2002) Epidemiology of hemodialysis vascular access infections from longitudinal infection surveillance data: predicting the impact of NKF-DOQI clinical practice guidelines for vascular access. Am J Kidney Dis 39(3): 549-555.
    • (2002) Am J Kidney Dis , vol.39 , Issue.3 , pp. 549-555
    • Stevenson, K.B.1    Hannah, E.L.2
  • 32
    • 0034704229 scopus 로고    scopus 로고
    • A global geometric framework for nonlinear dimensionality reduction
    • Tenenbaum JB, Silva VD, Langford JC (2000) A global geometric framework for nonlinear dimensionality reduction. Science 290: 2319-2323.
    • (2000) Science , vol.290 , pp. 2319-2323
    • Tenenbaum, J.B.1    Silva, V.D.2    Langford, J.C.3
  • 33
    • 78650521920 scopus 로고    scopus 로고
    • Epidemiology of hypertensive kidney disease
    • Udani S, Lazich I, Bakris GL (2011) Epidemiology of hypertensive kidney disease. Nat Rev Nephrol 7(1): 11-21.
    • (2011) Nat Rev Nephrol , vol.7 , Issue.1 , pp. 11-21
    • Udani, S.1    Lazich, I.2    Bakris, G.L.3
  • 35
    • 34548849792 scopus 로고    scopus 로고
    • Association of initial hemodialysis vascular access with patient-reported health status and quality of life
    • Wasse H, Kutner N, Zhang R, Huang Y (2007) Association of initial hemodialysis vascular access with patient-reported health status and quality of life. Clin J Am Soc Nephrol 2(4): 708-714.
    • (2007) Clin J Am Soc Nephrol , vol.2 , Issue.4 , pp. 708-714
    • Wasse, H.1    Kutner, N.2    Zhang, R.3    Huang, Y.4


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.