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Ensuring Quality Ensurance Measures
The Problem
The problem discussed within this document is the inconsistent levels of quality assurance reflected in the business models and practices of both Wal-Mart and Sprint. For the most part, each of these retailers evinces a culture in which quality assurance is prioritized. Nonetheless, there are a couple of salient instances in which each of them is remiss in their quality assurance measures. Wal-Mart, for example, has neglected some important components of the Juran philosophy (Kuei, 1998, p. 21)—the most noticeable of which is a dearth of managerial presence on its sales floor. There is a poignant similitude between this chain and Sprint’s chain; the managerial concerns of the latter are seemingly focused on profit margins as opposed to quality assurance. Sprint directs customers to 800 numbers instead of directly assuaging any issues; Wal-Mart is perpetually understaffed and regularly disorganized.
The Solution
The solution is to organize each of these retailers in a way in which quality assurance is ingrained within their business models. The most efficacious means of doing so is to solicit direct feedback from customers regarding changes they view as advantageous for facilitating a quality shopping experience from these vendors....
Perhaps the most efficient means of obtaining this customer input is to solicit it online via the various means of consumer feedback prevalent. These largely include social media channels. Examples of these channels include sources such as Twitter and Facebook, although there are a number of additional outlets worth mining for this data. Moreover, customer reviews found on these sites and others provide additional intelligence into consumer needs.
Data That Would Be Gathered
This data includes consumer reviews and social media sentiment data. The most significant fact about this data is it will be gathered and analyzed using techniques designed for big data. Ideally, this data would be gathered at scale from various social media sites and those which facilitate consumer reviews. However, to accurately gauge the sentiment data, text analytics solutions will be used. Such solutions combine various facets of machine learning with natural language processing to understand the nature of data analyzed. These solutions can determine whether the text is favorable or unfavorable to the two companies mentioned in this document. It can also extract concepts and themes from the text which relate to the sentiment conveyed about the companies. This method leverages some of the most modern techniques for…
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