U of Phoenix Operations Forecasting

Choose 3 quantitative elements from the company you selected. Note: If you are able to find old demand and actual data for only one item, you may complete this assignment by using the data for the single item and developing a forecast for the next period using three different forecasting techniques.

Develop forecasts by implementing the following approach:

Collect data, 10 periods minimum, including old demand forecast (subjective data) and the actual demand outcomes.
Establish the forecasting method (from readings). Decide on the balance between subjective and objective data and look for trends and seasonality.
Forecast future demand using a forecasting method.
Make decisions based on step 3.
Measure the forecast error where applicable. Look for biases and improve the process.
Write a 525- to 700-word paper evaluating and summarizing the findings from the supported data points above. Insert the charts and supporting data from Excel and other tools in your paper.

 

Sample Solution

particles prepared using poly (methacrylic acid) [98], hydroxypropyl methylcellulose phthalate[99] and poly (acrylic acid) grafted poly(vinylidenefluoride)[100]. This kind of nanoparticles is typically used for oral drug delivery [97,101-109], where a physiological pH shifts along GIT facilitates the swelling or dissolution of the carriers. The other kinds of pH-sensitive nanoparticles have a reversed swelling or dissolution behavior of the former. It undergoes swelling in acidic environment and can be used to target tumors, lysosomes and endosomes, where pH is comparatively low [110].

Oral administration of poorly water-soluble drugs incorporated in pH-sensitive particles has been found to be very efficient through increasing drug bioavailability and achieving fast absorption [36,109, 111]. It has been considered that the good bioavailability of pH-controlled nanoparticulate drug systems depends on some properties, including the high specific surface area of the system, drug in an amorphous form or molecularly dispersed in the polymer matrix, and the release of drug close to the absorption site [36, 103, 111].
The dissolution of the particles should not be too fast, however, as this might cause drug precipitation [109] or crystallization [112], but should not be too slow which lead to the rapid elimination of the particles before absorption, either[109].

The advantages of pH-sensitive nanoparticles over other nanoparticles include: (a) the majority of carriers have been used as enteric-coating materials for a long time, and their safety has

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