203 sales forecasting Flashcards
what is meant by sales forecasting
- predicting future sales revenue based on eg. historical sales data, analysis of market trends
(+) of sales forecasting
- workforce plan more effectively - understanding when periods of high sales may occur- business can recruit more workers to cope with extra demand/ redundancies in low expected sales
- plan for expansions- if forecasted sales increasing- invest capital in pending more stores
- stock control- adequate buffer stock /JIT system if they can accurately anticipate future demand- saves cost/storage/ reduce waste
(-) of sales forecasting
- depends on consumer behaviour- their tate’s opinions of products can change- trends hard to predict
- depends on actions of competitors- may have better sales for as than the business, and their competitors with a new product cab take sales away from business
- changes in the economy- inflation, change in income- effective ability to spend
sales forecasting techniques
- quantitative-> time series analysis by calculating a 3 point moving average
- qualitative -> delphi method , brainstorming, intuition
3 point moving average
- take 3 adjacent figures for each month and divide by 3 eg. for February-> jan(130) , feb(135), march(147) - add then/ divide by 3 = 137.3 -> retreat for all months
- create a scatter graph
- line of best fit
- extrapolation
(+) /(-) of time series analysis
(+) little data required, predictions to be made based on established trends
(-) unreliable - significant furcations in data, assumes trends will continue in the future , ignores qualitative data eg.changes in fashion/ tastes
intuition
- following an instinct to ‘gut feeling’ to predict future sales
(+)/(-) of intuition
(+) no need for data gathering , cheap and fast
(-) gut feeling and expertise shouldn’t to t=be the only guide, prone to bias , should be used in addition to quan and qual data
brainstorming
- a group of people discussing their predictions of future sales based on opinions of future trends eg.’ how can we improve the product ton increase sales’
(+)/(-) of brainstorming
(+) employee motivation may increase (Mayo) ds working in groups to solve problems / involved in decision making of future products, different perspectives-detailed information gathered-> increasing likelihood of accuracy
(-) time consuming, depends on experience and skill of staff
delphi method
- multiple rounds of questionnaires are sent to a panel of experts who work towards a common option of future sales
(+)/(-) of the delphi method
(+) participants have time to think through their ideas- better quality responses- accurate, use of experts increases liklihood of accuracy, this method creates a record of the experts group discussion and ideas which can be used when needed
(-) depends on the quality of the experts collected, payment experts may lead to bias in the results, time consuming , assumes all experts are willing yo come to a consensus and allow their opinions to he altered by the views of other experts
qualitative methods advantages
- managers/experts use their experience and expertise to make predictions that historical data may not be abe to take into account eg. knowledge of customer trends
- useful where the market is dynamic and fast changing eg. technology
qualitative disadvantages
- it ignores quanntititev data that may not be an accurate bias for future sale trends
- bias can exist in the personal options of managers/experts eg.being over optimistic about a new product/sales
- the predictions can be inaccurate and uncertain as it is not using previous data as a basis