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.  



  • 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 companys 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 companys business development department, youve been tasked with the responsibility of recommending countries for international expansion. Youll write a report to the companys executive team with your research, analysis, and recommendations. 



Part-1: Write a 525-word summary, In a Word document, covering the following items:

According to the article listed above, what were the most important strategic moves that propelled Netflixs successful international expansion? 

  1. 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? 
  2. According to the article, what is exponential globalization? 
  3. Not all international expansion strategies are a resounding success, however. Research an article or video that discusses an instance in which an American companys 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? 
  4. 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. Youve 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. CSRs with more experience and deeper knowledge tend to resolve customer calls faster. Companies can improve average ST by providing more training to their CSRs or even by channeling calls according to the 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 call to CSRs based on the area of expertise. The new protocol (PE) is being tested side-by-side with the traditional (PT) protocol.  



Access the Call Center Waiting Time file. Each row in the database corresponds to a different call. In a Word document, a 175-word summary of your conclusions along with the 5-step test of hypothesis and your conclusion.  You must not submit the Excel document; part-1 and part-2 should be a single Word document.

The column variables for waiting time 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 =0.05.  Evaluate if the company should allocate more resources to improve its average TiQ. Perform a 5-step 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 =0.05. Write your conclusion. (Hint: this should be a test of means for 2 independent groups.) Please follow the further detailed guidance so that you can earn 100% points on this assignment.

Please make sure that part-1 and part-2 are included in a single document and you used headings to clearly identify each part. Also, assure that all 4 sections of part-1 have appropriate heading and all five steps of the hypothesis testing are included in part 2. Please do not cut and paste the Excel output for part 2. You must show all five steps of testing of hypothesis in each case.

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