Chapter _ 5 Measuring Market Opportunities

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    Measuring MarketOpportunities: Forecasting

    and Market KnowledgeChapter 5

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    A Forecasters toolkit

    Statistical and other quantitativemethods

    Statistical methods use past history and variousstatistical techniques, such as multiple

    regression or time series analysis, to forecast

    the future based on an extrapolation of thepast.

    Not useful for entrepreneurs.

    In established firms, for established products,

    statistical methods are extremely useful.

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    Limitations of S & Q methods

    As with all forecasting methods, statistical

    methods have limitations. Most important oneis that they generally assume that future will

    look very much like past.

    If product or market characteristics change,

    statistical models used without adequate

    judgment may not keep pace.

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    Observation.

    This method is to directly observe or gather existing

    data about what real consumers do in the productmarket of interest.

    Observation based forecasting is attractive because itis based on what people actually do.

    If data can be found from existing secondry sources-in company files, at the library, or on the internet-data collection is both faster and cheaper than a new

    study, from scratch. Does not apply to new products.

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    Surveys or Focus Groups

    These surveys can be done with different

    groups of respondents. Consumers after being shown a statement or a

    prototype or sample of the product, can be

    asked how likely they are to buy, creating asurvey of buyers intentions.

    The sales people can be asked how much they

    are likely to sell, completing a survey of salesforce opinion.

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    Limitations of Focus groups

    What people say is not always what people do.

    The persons who are surveyed may not be

    knowledgeable.

    What people imagine about a product conceptin a survey may not be what is actually

    delivered once the product is launched.

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    Analogy

    Used when neither statistical method nor

    observations are possible to forecast the salesor market potential for a new product .

    Then in such case analogy is used.

    Under this method, the product is comparedwith similar products for which historical dataare available.

    Limitation is that new product is never exactlylike that to which the analogy is drawn.

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    Judgment

    Sometimes forecasts are made solely on the basis of

    experienced judgment or intuition. Some decisionmakers are intuitive in their decision processes andcannot always articulate the basis for their judgments.

    Those sufficient forecasting experience in a marketthey know well, may be quite accurate in theirintuitive forecasts.

    As a limitation judgment cannot be defended

    compared to evidence-based methods, when the twodiffer.

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    Market test

    Market tests of various kinds are the last of our

    most commonly used methods. Used largelyfor new products, market tests such as

    experimental test markets may be done under

    controlled experimental conditions in research

    laboratories, or in live test markets with real

    advertising and promotion and distribution instores.

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    Mathematics entailed in Forecasting

    The combination of judgment and other

    methods often leads to the use of either of twomathematical approaches to determine the

    ultimate numbers: the chain ratio calculation or

    the use of indices.

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    Rate of diffusion of innovations

    This theory seeks to explain the adoption of an

    innovative product or service overtime among agroup of potential buyers.

    This is particularly useful for entrepreneurs or other

    marketers to see if the investment in development andintroduction of the new product will be adopted by

    the target market or not.

    This is useful to mangers in predicting the adoptionrate.

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    The adoption process

    This involves the attitudinal changes

    experienced by individuals from the time theyfirst hear about a new product , service, or idea

    until they adopt it. Some tend to adopt early,

    some late, and some never.

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    Five stages of adoption process

    1. Awareness. In this stage the person is only

    aware about the product, and is motivated toseek information about the product.

    2.

    Interest. Here individual is sufficientlyinterested in it but has not yet involved.

    3. Evaluation. Here the individual is mentally

    applying the product to his own requirementsand anticipating the results.

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    Five stages of adoption process

    4. Trial. Here the individual actually uses the

    product, but will not yet adopt it.

    5. Adoption. In this stage the individual not only

    continues to use the new product but alsoadopt it.

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    The rate of adoption

    Those who adopt a product go through the

    five stages in adoption process.

    1. The risk , cost of product failure or

    dissatisfaction.2. The relative advantage over other products.

    3. The relative simplicity of the new product.

    4.Its compatibility with the previously adopted

    ideas and behavior.

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    The rate of adoption

    5. The extent to which its trial can be

    accomplished on a small scale basis.

    6. The ease with which the central idea of the

    new product can be communicated.

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    Adopter categories

    Using time of adoption as a basis for

    classifying individuals, five major groups canbe distinguished:

    Innovators.

    Early adopters

    Early majority

    Late majority

    Laggards.

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    These adopter groups can be considered marketsegments.

    One would use a different set of strategies tomarket a new product to the early adopter groupthan to market it to the late majority group.

    Commercial sources are most important at theawareness stage in the adoption process, while

    personal influence is most important at

    evaluation stage. In the interest stage both areimportant. In trial stage marketers shouldfacilitate the prospect to try the product .

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    Implications of diffusion of

    innovation theory

    A good way to estimate how quickly an

    innovation is likely to move through thediffusion process is to construct a chart that

    rates the adoption on the six key factors

    influencing adoption speed.

    View Exhibit 5.7

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    Keys to good forecasting

    The first key is to make explicit the assumptions on

    which the forecast is based. This way if there isdebate or doubt about the forecast, the assumptions

    can be debated, and data to support the assumptions

    can be obtained.. The second key is to use multiple methods. When

    forecasts obtained through different methods,

    converge near a common figure, greater confidencecan be placed in that figure.

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    Sources of error

    Forecasters are subject to anchoring bias, even

    though market conditions have changed .

    Capacity constraints are sometimes

    misinterpreted as forecasts.

    Incentive pay can be a source of bias in

    forecasting.

    Implicit assumptions can overstate a wellintentioned forecast.

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    Market knowledge systems

    Internal record systems.

    Marketing databases.

    Competitive intelligence systems.

    Client contact and sales force Automationsystems.