Ch. 4 Flashcards

1
Q

Process of predicting the future as accurately as possible, given all of the information available.

A

Forecasting

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2
Q

What is the goal of forecasting?

A

Come as close as possible to an accurate picture of the future.

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3
Q

What are the principles of forecasting?

A

Should be an integral part of the decision making activities of management.

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4
Q

What are common forecasting time horizons?

A

Short-range, Medium-range, and long-range forecasts.

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5
Q

What is the influence of the product life cycle of forecasting?

A

Key input for production planning, but demand is influenced by the stage of your product’s life cycle.

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6
Q

Activity of estimating the quantity of a products or service that consumers will purchase.

A

Demand forecasts

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7
Q

Consider several variables that are related to the quantity being predicted.

A

Associative forecasting

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8
Q

What is the first step when making a forecast?

A

Determine the use of the forecast

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9
Q

5 basic steps when making a forecast?

A

Determine the use, determine horizon, select forecasting models, gather data, generate the forecast.

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10
Q

What are two factors used to determine forecasting model?

A

If there is data available use quantitative, if no data, use qualitative.

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11
Q

What are two basic groups of forecasting methods?

A

Qualitative & Quantitiave

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12
Q

What are 3 ways forecasting models differ?

A

Time horizon, amount of data needed, and number of variables.

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13
Q

Someone who predicts their own sales

A

Composite forecasting method

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14
Q

What are 3 common qualitative methods?

A

Jury of executive opinion, Delphi method, sales force composite.

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15
Q

What is a major weakness with using executive opinion from a meeting
to develop a forecast?

A

Groupthink

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16
Q

Which forecasting method suffers from the possibility of having one
person’s opinion dominate the forecast?

A

Jury of Executive Opinion

17
Q

What method is especially useful for forecasting long-term product
demand and technological changes?

A

Delphi method

18
Q

What are the two categories of quantitative forecasting methods?

A

Naive approach, moving averages, exponential smoothing, trend projection, linear regression.

19
Q

Forecast based only on past values, no other variables important

A

Time-series forecasting

20
Q

What are four basic data patterns?

A

Trend, seasonal, cycles, and random variations

21
Q

When should multiple regression be used for forecasting?

A

Good to use when there are multiple independent variables.

22
Q

Assume that the demand in the next period will be equal to the demand in the most recent period.

A

Naive approach

23
Q

What is the problem with using a moving average to forecast a pattern
with a trend?

A

Does not forecast trends well, requires extensive data

24
Q

If we have a smaller number of observations in a moving average, is the
forecast more or less responsive to changes in the data?

A

more responsive

25
Q

What is the sum of all weights in a weighted moving average?

A

Weights and demand for the period

26
Q

What is the general equation for a linear trend line?

A

y=a+bx

27
Q

How strong is the linear relationship between the variables?

A

Correlation

28
Q

When should multiple regression be used for forecasting?

A

If there is more than one independent variable.

29
Q

What are common measures of forecasting error?

A

Comparing forecasting values with the actual values.

30
Q

What are three common criteria for selecting forecasting packages?

A

Accuracy, timeliness, cost savings

31
Q

What are general principles for selecting forecasting methods?

A

Use simple methods unless substantial evidence exists that complexity helps, match forecasting methods to situation, use structured rather than unstructured methods.