ch 30 Flashcards
What is forecasting?
a business process assessing the probable outcome using assumptions about the future
What is time series data?
a method that allows a business to predict future levels from past figures
What is the purpose of sales forecasts?
How much stock to purchase?
How many staff to employ?
How much finance is required?
What marketing strategy?
What is time series analysis?
this is a forecasting technique which uses historic data to predict future sales forecasts
what are different ways of time series analysis?
-trend(raw data shows patterns of sales figures, this allows trends to be identified)
-seasonal fluctuation(performance of a business based on the position of the economy in the business cycle)
-cycle fluctuation(performance of a business based on the position of the economy in the business cycle)
-random fluctuation(freak figures that stand out from the trend, usually influenced by external factors)
What is important to remember about time series analysis?
time series analysis does not attempt to explain data it is solely looking at the data to inform prediction
further investigation may be required to identify the factors behind the result
How can you calculate sales adjustments?
Change on sales/original x 100
What are the benefits of sales forecasting?
-informs cash-flow forecasts(clear idea about inflows and finances)
-plan for deliveries of supplies(how much and when)
-ensures correct staffing levels(able to deal with demand )
-ensure that the business can identify any capacity issues(equipment or resources )
What factors affect sales forecasting?
-consumer trends(business need to satisfy their customers’ needs and desires the ones who are the most successful at doing this are the ones who can anticipate changes in consumer trends, either by identifying them or influencing them)
-economic variables
-action of competitors
What are the factors under the consumer trends?
seasonal variation
fashion
long term trends
How does Seasonal Variation affect sales forecasting?
certain industries are seasonal in nature and its important that businesses account for that in their planning
The obvious ones are holiday resorts, Christmas tree and ice cream sales
However, utility companies, such as gas ad electric also have season variation in their usage
Its important that businesses that see high levels of seasonal demand account for this to ensure that any spending on either capital or revenue expenditure dont impact negative on the businesses cash-flow
How does fashion affect sales forecasting?
consumer preference and tastes can vary widely and quickly interpreting and anticipating fashion choices is a difficult and unpredictable business
fashion and technology are 2 sectors hit hard by this uncertainty and as such, it makes accurate sales forecasting very difficult
How does economic variables affect sales forecasting?
charges in the wider economy will have a great impact on the businesses ability to accurately forecast.
they economy in this respect refers to consumers (households), businesses and government
Perception on future performance will have a big impact on sales predictions
What are difference factors under economic variables?
economic growth
interest rates
inflation
unemployment
exchanges rates
How does economic growth affect sales forecasting?
economic growth is measured by the relative increase in GDP of an economy. it can affect forecasts in the following wages
if GDP grows at a rate which is in line with, or better then anticipated, this can be seen as positive and an lead to an increase in business sales as confidence is high
if GDP growth slows ,this can be an indicator towards future issues, which can lead to reduced confidence and reduced consumer spending on non-essential items