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There are several metrics available for application in bibliometrics. Some of the metrics that have been considered here such as measuring growth of publications, citation impact, authorship pattern, h-index have been widely used to generate statistical analysis with respect to books, articles, publications. Now one must be aware of the pros and cons of each and every metrics used in the research. One has to be certain that there is no information that is getting lost when data about researchers and their institutions are squeezed into a tabular form of metrics. There are certain metrics that have been discussed to be replaced with other metrics to obtain more accurate interpretation of the research performance. If used otherwise it can create a hindrance to the real research performance when misused.