Linear Regression Model For Projecting Demand Chapter

PAGES
7
WORDS
2035
Cite

Demand Management Plan for Wild Dog Coffee Company:

Impact of Advertising on Product Demand

To analyze the impact of advertising on product demand, a simple linear regression model to forecast the pounds of espresso beans used each month based on advertising expenditures can be used. The model used can be found in the Appendix to this paper.

The regression equation is: Y = 542.78 + 0.42X where Y is the pounds of espresso beans used and X is the advertising dollars spent.

The R-squared value is 0.56, which means that 56% of the variation in espresso bean use is explained by advertising dollars spent.

Forecasting the Pounds of Espresso Beans Needed for Month 7

To forecast the pounds of espresso beans needed for month 7, it is helpful to use the regression equation and plug in X = 1,350 (the advertising budget for month 7). Y = 542.78 + 0.42(1,350) = 1,116.78

Therefore, the forecasted pounds of espresso beans needed for month 7 is 1,116.78.

To answer the following questions:

How many espresso beverages will the company need to prepare, on average, each day?

How many pounds of espresso beans will the company need, on average, each day?

It is assumed that there are 30 espresso beverages made each hour, and the coffee shop is open for 14 hours a day (6:00 a.m. to 8:00 p.m.). Therefore, the company needs to prepare an average of 420 espresso beverages per day (30 x 14).

Since 1.5 ounces of espresso beans are used for each beverage, the company will need an average of 21 pounds of espresso beans per day (420 x 1.5 / 16).

Inventory Management Analysis

There are two different approaches to inventory management: Just-in-time (JIT) inventory management and Economic order Quantity (EOQ) inventory management.

JIT system minimizes inventory levels by only ordering and receiving goods when they are needed. The advantages of this system include lower inventory holding costs and less space required for storage. The disadvantages include a higher risk of stockouts and a reliance on suppliers to deliver goods on time (Ufua et al., 2022).

EOQ system determines the optimal order quantity based on the trade-off between inventory holding costs and ordering costs. The advantages of this system include the ability to take advantage of quantity discounts and to have a more predictable inventory level. The disadvantages include the need for more space for storage and the possibility of overstocking (Imarah & Jaaelani, 2020).

For Wild Dog Coffee Company, the JIT inventory management system may be more suitable because of the limited storage space and the high cost of holding inventory. However, this system also requires a reliable supplier and good communication to ensure that the company does not run out of espresso beans.

Scheduling Management

There are two different staffing scenarios for Wild Dog Coffee Company, fixed schedule and flexible schedule. Both have their advantages and disadvantages as shall be shown (Forbes, 2020).

Fixed Schedule

This scenario has a fixed schedule for each employee and requires the same number of employees each day. The advantages of this system include more predictable labor costs and more consistent service for customers. The disadvantages include a higher labor cost for slow days and the potential for overstaffing on busy days.

Flexible Schedule

This scenario allows employees to choose their own shifts and allows for more flexibility in staffing levels. The advantages of this system include lower labor costs for slow days and more satisfied employees. The disadvantages include less consistency in service for customers and the potential for understaffing on busy days.

For Wild Dog Coffee Company, a flexible schedule may be more suitable because it allows for more flexibility in staffing levels and can help to reduce labor costs. However, it is important to ensure that there are enough employees scheduled on busy days to provide good service to customers.

Scenario 1: Fixed Schedule

In this scenario, the coffee shop has a fixed schedule for all days of the week. The same number of employees work the same hours every day of the week. This scenario offers a predictable schedule for employees and management, but it may not be flexible enough to accommodate changes...…varies depending on the day of the week and the time of day.

2. The total labor costs are higher for Scenario 2, where staffing levels are adjusted based on demand, compared to Scenario 1, where the same number of employees work each shift every day. This indicates that adjusting staffing levels based on demand can be more costly.

3. The total number of hours worked and the total labor costs vary depending on the day of the week and the scenario.

4. The busiest day of the week is Saturday, with the highest number of employees needed and the highest total labor costs.

5. For Scenario 2, the number of employees needed for each shift is adjusted based on demand, which allows for more efficient use of labor resources, but also increases labor costs.

Overall, this table provides important information for the company to make informed decisions about staffing levels and labor costs, taking into account both the demand for services and the financial impact on the company.

Best Recommendation

Under scenario 1 staffing, the company is operating with the minimum number of employees required to fulfill its essential functions. This means that there is no extra staff to cover for absences or handle unexpected increases in workload. This scenario is often used as a cost-saving measure, as it allows companies to operate with the fewest number of employees possible.

However, scenario 1 staffing can also lead to several challenges for businesses. For example, if an employee is out sick or takes a vacation, there may not be anyone available to cover their responsibilities. This can result in delays or disruptions to the company's operations. Additionally, if the workload unexpectedly increases, the existing staff may not be able to handle the additional tasks, leading to decreased productivity or missed deadlines. Workers tend to want consistency in hours and if they cannot get that they may go to a different organization. So flexible scheduling could hurt the company in terms of turnover as well.

Overall, scenario 1 staffing can be a viable option for companies that need to reduce costs…

Sources Used in Documents:

References


Forbes. (2020). 13 techniques for implementing a flexible schedule. Retrieved from


https://www.forbes.com/sites/forbeshumanresourcescouncil/2020/08/25/13-techniques-for-implementing-a-flexible-work-schedule-policy-efficiently/


Imarah, T. S., & Jaelani, R. (2020). ABC Analysis, Forecasting And Economic Order Quantity


Cite this Document:

"Linear Regression Model For Projecting Demand" (2023, March 24) Retrieved April 28, 2024, from
https://www.paperdue.com/essay/linear-regression-model-projecting-demand-chapter-2178224

"Linear Regression Model For Projecting Demand" 24 March 2023. Web.28 April. 2024. <
https://www.paperdue.com/essay/linear-regression-model-projecting-demand-chapter-2178224>

"Linear Regression Model For Projecting Demand", 24 March 2023, Accessed.28 April. 2024,
https://www.paperdue.com/essay/linear-regression-model-projecting-demand-chapter-2178224

Related Documents
Labor Cost Is One of
PAGES 2 WORDS 704

The company entered into new deals with both the CAW and the UAW in order to shed some of the legacy costs (Merx, 2009). The deal in the United States gave the union-run Retiree Health Care Trust a 17.5% stake in the post-bankruptcy version of GM and a warrant for another 2.5% stake in exchange for GM's $20 billion obligation to the trust. In other words, GM has swapped

(ILO Report, 2006) In reality the global opportunities are now making employees seek independence. While on one hand the employers look out for more flexibility and accommodative modes of production from employees while on the other hand the collective representation and bargaining power of employees post globalization is wanting. Added to that, the casual labor, seasonal employment and specific purpose contract-based employment have come in vogue. The boundary between the

Wal-Mart and Employee Rights Labor cost is always considered as the main issue, mostly in case of employees' unionization at Wal-Mart. This was noticed when Wal-Mart showed a remarkable earning at the rate of 44% per annum for its labor working on hourly basis. Another point which brought this issue ahead was when the sales clerk of Wal-Mart in 2001 earned wages below Federal Poverty Scale. According to an issue of

Fair Labor Standards Act - Flexing to Avoid Overtime The Fair Labor Standards Act (FLSA) of 1938, a cornerstone of American labor law, mandates minimum wage, overtime pay, and record-keeping requirements for employees (U.S. Department of Labor, 2022). However, employers have sought strategies to avoid overtime payments, resulting in the practice of "flexing." Flexing involves adjusting employees' schedules to manipulate their hours and avoid triggering overtime pay. This can be achieved through

Labor, GDP and the Firm Labor is an important factor of production for all firms. The most recent unemployment rate is estimated at 9% (January 2011). Economists have identified three types of unemployment. Which type would affect Wal Mart? Explain. Fractional unemployment would have a major impact on Wal Mart. This is because the majority of Wal Mart's employees will receive salaries at minimum wage levels. In the event that someone quits,

Labor Relations in Public Sector Collective bargaining in the public sector organizations will be quite different from that of the private sector organizations. The factors that drive the collective bargaining process in the private sector might not be present in the public sector. Private sector organizations are more concerned on the profit maximization philosophy whereas the public sector firms are more focused on serving general public therefore their priorities would be