Chinese Journal of Pharmacovigilance ›› 2010, Vol. 7 ›› Issue (12): 713-714.

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The Application of Fit and Presume in The Trend of Resistance of E.Coli to Ceftazidime by GM(1,1) Model

DING Fan   

  1. Chinese Armed Police Force Category Command Academy, Beijing 102202, China
  • Received:2010-03-22 Revised:2016-03-09 Online:2010-12-08 Published:2016-03-09

Abstract: Objective Study on GM(1,1)model fit and presume the trend in resistance of E.coli to Ceftazidime. Methods The realistic data about drug-resistance of E.coli to Ceftazidime were collected from the China National Knowledge Internet(CNKI) during 1996~2008 years.Using GM(1,1)model to fit and presume the drug-resistance data. Judging the fitted Results by RSE, MAD and ARE. Results 386 papers and 910 data were collected from CNKI about drug-resistance of E.coli to Ceftazidime during 1996~2008 years in China. GM(1,1)model fitted Results show minor value in RSE, MAD, ARE and high accuracy. GM(1,1)model presume Results show a quickly increasing trend in drug-resistance of E.coli to Ceftazidime in next five years. Conclusion The drug -resistance of E.coli to Ceftazidime show a increasing trend during 1996~2008 years in China. GM(1,1)model could fit and presume the resistant trend very well. GM ( 1,1) model presume Results suggest that clinician should consider strengthening the combination therapy, appropriating replacement drugs to prevent the increasing of drug-resistance and reduce waste of resources.

Key words: GM(1,1)model, drug-resistance, fit, presume

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