DAT 565 University of Phoenix Data Analysis And Business Analytics Discussion

Purpose 

This assignment is intended to give you an opportunity to strengthen your skills in gathering and analyzing business-related information. It provides a deeper understanding of how companies can look at globalization as part of their strategic and operational plans. The assignment has two parts: one focused on information research and analysis, and the other is on applied analytics.

Resources: 

• Microsoft Excel®
• "How Netflix Expanded to 190 Countries in 7 Years" from Harvard Business Review
• Call Center Waiting Time

Part 1: Globalization and Information Research

Context: Companies that perform well in their country of origin usually consider expanding operations in new international markets. Deciding where, how, and when to expand is not an easy task, though.

Many issues need to be considered before crafting an expansion strategy and investing significant resources to this end, including:

• the level of demand to be expected for the company’s products/services
• presence of local competitors
• the regulatory, economic, demographic, and political environments

Carefully researching and analyzing these and other factors can help mitigate the inherent risk associated with an overseas expansion strategy, thus increasing the likelihood of success.

As a data analyst in your company’s business development department, you’ve been tasked with the responsibility of recommending countries for international expansion. You’ll write a report to the company’s executive team with your research, analysis, and recommendations.

Instructions:

Write a 500- to 750-word paper to include Part I and Part II below.

Part I - Responses to the following items:

• According to the article listed above, what were the most important strategic moves that propelled Netflix’s successful international expansion?
• The article mentions investments in big data and analytics as one of the elements accompanying the second phase of overseas expansion. Why was this investment important? What type of information did Netflix derive from the data collected?
• According to the article, what is exponential globalization?
• Not all international expansion strategies are a resounding success, however. Research an article or video that discusses an instance in which an American company’s expansion efforts in another country failed. According to the article/video you selected, what were the main reasons for this failure? Do you agree with this assessment?
• Explain some of the reasons why certain companies’ expansion plans have failed in the past.

Part 2: Hypothesis Testing

Context: Your organization is evaluating the quality of its call center operations. One of the most important metrics in a call center is Time in Queue (TiQ), which is the time a customer has to wait before he/she is serviced by a Customer Service Representative (CSR). If a customer has to wait for too long, he/she is more likely to get discouraged and hang up. Furthermore, customers who have to wait too long in the queue typically report a negative overall experience with the call. You’ve conducted an exhaustive literature review and found that the average TiQ in your industry is 2.5 minutes (150 seconds).

Another important metric is Service Time (ST), also known as Handle Time, which is the time a CSR spends servicing the customer. CSR’s with more experience and deeper knowledge tend to resolve customer calls faster. Companies can improve average ST by providing more training to their CSR’s or even by channeling calls according to area of expertise. Last month your company had an average ST of approximately 3.5 minutes (210 seconds). In an effort to improve this metric, the company has implemented a new protocol that channels calls to CSR’s based on area of expertise. The new protocol (PE) is being tested side-by-side with the traditional (PT) protocol.

Instructions: Perform a test of hypothesis for the two scenarios below. Each test should follow the steps for the hypothesis testing process. Write a summary of your conclusions for the following calculations including the results of the hypothesis tests:

Instructions:

Access the Call Center Waiting Time file. Each row in the database corresponds to a different call. The column variables are as follows:

• ProtocolType: indicates protocol type, either PT or PE
• QueueTime: Time in Queue, in seconds
• ServiceTime: Service Time, in seconds
• Perform a test of hypothesis to determine whether the average TiQ is lower than the industry standard of 2.5 minutes (150 seconds). Use a significance level of α=0.05.
• Evaluate if the company should allocate more resources to improve its average TiQ.
• Perform a test of hypothesis to determine whether the average ST with service protocol PE is lower than with the PT protocol. Use a significance level of α=0.05.
• Assess if the new protocol served its purpose. (Hint: this should be a test of means for 2 independent groups.)
• Compute and submit your calculations in the spreadsheet to show your work.

Format your paper consistent with APA format and at least one (1) scholarly, peer-reviewed reference and one reference from the assigned readings (textbook). Points will be deducted for not including either of them.

Please Include:

• An Introduction paragraph (Do Not Write the word Introduction to begin the body of the paper - Use the title of the paper instead). There should be a thesis statement in the introduction paragraph.
• At least two (2) Level One Headings
• Conclusion Heading - Do not begin conclusion paragraph with "In conclusion."

Submit the Excel Spreadsheet and the Paper. You must submit the spreadsheet to show your work.

Resources

Links: https://hbr.org/2018/10/how-netflix-expanded-to-190-countries-in-7-years ("How Netflix Expanded to 190 Countries in 7 Years" from Harvard Business Review)