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Market Forecasting It is essential to consider a forecast method to aid in almost all decision - making regarding market analysis. Proper market predictions of
Market Forecasting
It is essential to consider a forecast method to aid in almost all decisionmaking regarding
market analysis. Proper market predictions of future demands and trends are no longer luxurious
options but rather a necessity for a business success. Businesses need to examine sudden
changes and manipulations in price cutting and the market demand levels if market analysis is
incorporated in the decisionmaking of the actions to be taken Hyndman & Athanasopoulos,
Many organizations have employed the use of forecasting to make productive market
decisions. If proper decisions are made, then in most cases, the business will achieve the
expected results, leading to success. When there is the availability of historical promotional
response data and sales data for the market mix, an organization can effectively project or predict
future market demands and market swings.
Businesses can utilize qualitative, quantitative, and causal techniques to forecast the
market scenario. Organizations can use qualitative forecasting methods as they are very
subjective and usually rely on the opinions and the judgment of the future demands of the
consumers in the market Cai et al Qualitative forecasting is effective when there are no
records of the consumer. The forecasting method effectively results in the longterm decisions of
the business. Different from the qualitative forecasting method, which is subjective, the
quantitative forecasting method is objective in the decisionmaking process Cai et al It
is ideal when the consumers historical data is available as it uses numerical historical data made
available by the business rather than relying on assumptions that the business expects future
continuity based on its historical patterns.
Businesses assume that the various underlying patterns stay constant in the quantitative
forecasting methods. Therefore, the organization must use moving averages, exponential
smoothing, the Poisson process model, and multiplicative seasonal indexes when using
quantitative forecasting methods Huriati et al Causal forecasting methods, unlike
qualitative and quantitative forecasting methods, try to identify the different underlying factors
that lead to a change in the variables that might lead to a change in the forecasted market Huriati
et al For instance, causal forecasting methods consider external environmental factors,
including climate change patterns, in predicting the future.
Concerning the given scenario, the forecasting methods that can be effectively used are
majorly causal and quantitative. Since all the historical data have been provided, quantitative
forecasting methods can likely be used to project the market. A business would opt for
quantitative methods since they are modeled and effectively project future sales in the market.
Additionally, the business can use the causal forecasting method as it is likely to emphasize
future market projections and sales. However, using another forecasting method might mislead
the business projection, thus putting it in a position where it has much to lose.
Therefore, since historical promotional response data and sales data are available for the
market mix, the most relevant forecasting method in this scenario is quantitative. The
organization might not settle for the qualitative method as it is effective when there is no
historical data. Hence, it might not be practical in this scenario due to the availability of
historical data. For instance, the Poisson process model or moving averages can model historical
sales data and the final data employed in predicting the market mix. Moreover, the organization
can tabulate the promotional response data to predict future business trends and market swings.
As stated earlier, quantitative methods are effective in scenarios with past historical data records,
thus ideal in market forecasting.
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