What is Customer Satisfaction ?
February 12, 2025
Not all affiliate marketing programs are successful. In today’s world we need a robust, well thought out strategy to ensure that the affiliate marketing program is both successful as well as scalable. Affiliate marketing is no longer on the fringe. Instead it is a core sales channel which has tangible and visible effects on any […]
Factor Analysis is a data reduction technique. Given a large number of attributes, factor analysis identifies a few underlying dimensions by grouping the attributes based on the correlation between the attributes. For example, price of a product, the cost after sales service, and maintenance expense can be identified as a part of single dimension: Total […]
Every marketing management student would have heard the story about origin of branding, that it was initially used to identify and isolate a particular stock of cattle in the west. From the Wild West, branding as a concept has grown and changed beyond its original purpose. Today brands have become the common tool for us […]
Following are the main differences between Strategy Formulation and Strategy Implementation- Strategy Formulation Strategy Implementation Strategy Formulation includes planning and decision-making involved in developing organization’s strategic goals and plans. Strategy Implementation involves all those means related to executing the strategic plans. In short, Strategy Formulation is placing the Forces before the action. In short, Strategy […]
What is Billionaire Philanthropy and why it is in the News? Most of you would have read the news item this week about Indian IT (Information Technology) Tycoon, Azim Premji of Wipro, pledging 34% of his shares in the company to his Philanthropic arm, APPI or Azim Premji Philanthropic Initiative which has already have a […]
After gathering the information from desk and field research the raw data must be compiled so that the taxonomic analysis can be performed and data can be broken up into respective parts and segments. This can be achieved in the following manner:
Normally big organizations have large data to be analyzed and the scale substantially goes to 10 or 12 digits. It can be reduced to a scale of 3 to 5 digits to reduce the complexity and time taken in analysis. But accuracy on the other hand will be reduced as the figures need to be rounded off in case the scale is reduced.
Data analysis and compilation also includes data cleaning strategy before the further analysis is performed. This cleaning is basically validating the data for any error or irrelevant data. It’s a separate process for data cleaning performed before the analysis which is very important to fetch desirable results. This process also includes determining the missing values and inputting the most appropriate values in place.
It is also important to maintain the quality of the analysis and compilation for which the ideal key is use reliable measurement techniques.
Data sampling is also one more distinguished approach to decrease probability of repetitive data elements. It includes creating subsets of information according to a specific variable value and managing them as a whole. More the data is relevant the more accurate the results are.
An organization must define all the objectives in accordance to market requirement. The results from the compilation and analysis of data and information are very important and significant for the organization and shows success factors. The result of the process also depicts the trend of the organization by determining weak and strong points and how they stand stood in the market. Hence, every organization should have an organized and sophisticated way of compiling and analyzing the information.
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