Compute the key measures of central tendency for drive

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Question: Drive-Thru Service Times @ McDonald's When you're on the go and looking for a quick meal, where do you go? If you're like millions of people every day, you make a stop at McDonald's. Known as "quick service restaurants" in the industry (not "fast food"), companies such as McDonald's invest heavily to determine the most efficient and effective ways to provide fast, high-quality service in all phases of their business. Drive-thru operations play a vital role. It's not surprising that attention is focused on the drive-thru process. After all, more than 60% of individual restaurant revenues in the United States come from the drive-thru experience. Yet understanding the process is more complex than just counting cars. Marla King, professor at the company's international training center Hamburger University, got her start 25 years ago working at a McDonald's drive-thru. She now coaches new restaurant owners and managers. "Our stated drive-thru service time is 90 seconds or less. We train every manager and team member to understand that a quality customer experience at the drive-thru depends on them," says Marla.

Some of the factors that affect customers' ability to complete their purchases within 90 seconds include restaurant staffing, equipment layout in the restaurant, training, efficiency of the grill team, and frequency of customer arrivals, to name a few. Also, customer order patterns also play a role. Some customers will just order drinks, whereas others seem to need enough food to feed an entire soccer team. And then there are the special orders. Obviously, there is plenty of room for variability here. Yet that doesn't stop the company from using statistical techniques to better understand the drive-thru action. In particular, McDonald's uses graphical techniques to display data and to help transform the data into useful information. For restaurant managers to achieve the goal in their own restaurants, they need training in proper restaurant and drive-thru operations. Hamburger University, McDonald's training center located near Chicago, Illinois, satisfies that need. In the mock-up restaurant service lab, managers go through a "before and after" training scenario. In the "before" scenario, they run the restaurant for 30 minutes as if they were back in their home restaurants. Managers in the training class are assigned to be crew, customers, drive-thru cars, special-needs guests (such as hearing impaired, indecisive, clumsy), or observers.

Statistical data about the operations, revenues, and service times are collected and analyzed. Without the right training, the restaurant's operations usually start breaking down after 10-15 minutes. After debriefing and analyzing the data collected, the managers make suggestions for adjustments and head back to the service lab to try again. This time, the results usually come in well within standards. "When presented with the quantitative results, managers are pretty quick to make the connections between better operations, higher revenues, and happier customers," Marla states. When managers return to their respective restaurants, the training results and techniques are shared with staff who are charged with implementing the ideas locally. The results of the training eventually are measured when McDonald's conducts a restaurant operations improvement process study, or ROIP. The goal is simple: improved operations. When the ROIP review is completed, statistical analyses are performed and managers are given their results. Depending on the results, decisions might be made that require additional financial resources, building construction, staff training, or reconfiguring layouts. Yet one thing is clear: Statistics drive the decisions behind McDonald's drive-through service operations.

Discussion Questions:

1. After returning from the training session at Hamburger University, a McDonald's store owner selected a random sample of 362 drive-thru customers and carefully measured the time it took from when a customer entered the McDonald's property until the customer had received the order at the drive-thru window. These data are in the file called McDonald's DriveThru Waiting Times. Note, the owner selected some customers during the breakfast period, others during lunch, and others during dinner. For the overall sample, compute the key measures of central tendency. Based on these measures, what conclusion might the owner reach with respect to how well his store is doing in meeting the 90-second customer service goal? Discuss.

2. Referring to question 1, compute the key measures of central tendency for drive-thru times broken down by breakfast, lunch, and dinner time periods. Based on these calculations, does it appear that the store is doing better at one of these time periods than the others in providing shorter drive-thru waiting times? Discuss.

3. Referring to questions 1 and 2, compute the range and standard deviation for drive-thru times for the overall sample and for the three different times of the day. Also calculate the appropriate measure of relative variability for each time period. Discuss these measures of variability and what they might imply about what customers can expect at this McDonald's drive-thru.

4. Determine the 1st and 3rd quartiles for drive-thru times and develop a box and whisker diagram for the overall sample data. Are there any outliers identified in these sample data? Discuss.

Reference no: EM131651151

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