Analyzing Quality Data

 

Imagine that you have been hired as a quality control data analyst. The company you have been hired for has experienced a decline in their sales numbers. The CEO speculates that there may be some areas for improvement in their quality control practices. You have a strong background in data analytics, but you know little about quality control practices. As a data analyst, you need to determine some key data points that will assist you in identifying any problem areas in the quality control process.

In your paper,

Identify data that you believe would be useful in assessing for quality control.
Discuss your strategy for identifying key data points, including the type of data you gather and where you will look to find this data.
Determine the best way to present this data, considering data visualization tools we examined in Week 2.
Summarize how you would go about creating a quality control proposal for this company. What are some of the key points you would consider for quality control?

Sample Solution

We look at the data to find meaning in it.What is the first thing that comes to mind when we see data? The first instinct is to find patterns, connections, and relationships. Similarly, in research, once data is collected, the next step is to get insights from it. For example, if a clothing brand is trying to identify the latest trends among young women, the brand will first reach out to young women and ask them questions relevant to the research objective. After collecting this information, the brand will analyze that data to identify patterns — for example, it may discover that most young women would like to see more variety of jeans.

en observed that more and more companies aim in exporting their products and augmenting their costumer database. Either by establishing an Internet Encarta or franchising, firms aim to increase their profits while at the same time they contribute in the construction of a global marketplace and the increase of the world’s GDP.

Also, firms that become multinational, increase the global sales and the size of the market. As a result, customers around the world have a greater variety of products to chose from and therefore, increase any firms’ income.

Furthermore, cheap labour and cheap raw materials attract the owners of firms since they lead to reduce unit costs, which again results into an overall profit of the specific firm.

Moreover, the production increases and becomes more efficient since firms start getting involved with a group of more “technologically developed” companies, when cooperating with multinational companies.

The multinalization of firms may seem superficial by means of cultural or social aspects, but in fact, it is not. As Drucker mentions, we live in a world of “Social Transformation”; making firms multinational directly involves integration of countries, cultures and civilizations. Therefore, the multinationalization of firms, contributes in the coalition of countries, cultures, habits and people to result into a global and unified community. Therefore, economic globalization not only serves social purposes but also economic ones. It is the main and most crucial reason for economy and financial flow amongst countries

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