Evidence based decision and meta-analysis with applications in cancer research studies

Shahjahan Khan*, Suhail A.R. Doi, M. Ashraf Memon

*Corresponding author for this work

    Research output: Contribution to journalArticlepeer-review

    2 Citations (Scopus)

    Abstract

    In the age of evidence based decision making through a systematic review of the literature, statistical meta-analysis has beenextensively used to synthesise published summary data on a particular topic of interest from a number of independent studies in order tomake credible and scienti?cally valid conclusions. The main objective is to estimate the common effect size as a pooled statistic for anyselected outcome variables from the relevant data. There are several issues concerning the quality and type of the published summarystatistics and inherent heterogeneity among the estimates of the effect size across the studies. This paper covers several estimators of thecommon effect size and some of their major impacts in meta-analysis through redistribution of weights to the individual studies. Someexamples from recent literature on cancer research studies are used to illustrate the alternative estimators and discuss their usefulnessin analysing data from randomised controlled trials in medicine.

    Original languageEnglish
    Pages (from-to)815-822
    Number of pages8
    JournalApplied Mathematics and Information Sciences
    Volume10
    Issue number3
    DOIs
    Publication statusPublished - 1 May 2016

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