203 sales forecasting Flashcards

1
Q

what is meant by sales forecasting

A
  • predicting future sales revenue based on eg. historical sales data, analysis of market trends
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2
Q

(+) of sales forecasting

A
  • 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
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3
Q

(-) of sales forecasting

A
  • 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
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4
Q

sales forecasting techniques

A
  • quantitative-> time series analysis by calculating a 3 point moving average
  • qualitative -> delphi method , brainstorming, intuition
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5
Q

3 point moving average

A
  1. 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
  2. create a scatter graph
  3. line of best fit
  4. extrapolation
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6
Q

(+) /(-) of time series analysis

A

(+) 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

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7
Q

intuition

A
  • following an instinct to ‘gut feeling’ to predict future sales
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8
Q

(+)/(-) of intuition

A

(+) 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

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9
Q

brainstorming

A
  • 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’
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10
Q

(+)/(-) of brainstorming

A

(+) 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

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11
Q

delphi method

A
  • multiple rounds of questionnaires are sent to a panel of experts who work towards a common option of future sales
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12
Q

(+)/(-) of the delphi method

A

(+) 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

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13
Q

qualitative methods advantages

A
  • 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
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14
Q

qualitative disadvantages

A
  • 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
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