Chapter 3 Flashcards
What do revenue forecasts predict?
The expected income in a future period
Name the components of the external environment
Economy, competition, government, technology, social
What are the implications for management in regards to forecasting and budgeting?
Planning, Control/performance valuation, Assigning resources, Co-ordination/communication
True or false: Internal information, also referred to as in-house data, is obtained from documents within an organisation.
True
What are some examples of external sources of information?
Government statistics, trade associations, financial press
True or false: Quotations and price lists can be both internal and external sources of information.
True
Explain qualitative forecasting
Uses the opinions of informed experts rather than numerical data. More suitable where historical data is limited or unavailable.
Explain quantitative forecasting/statistical forecasting
Uses historical data to predict future outcomes. Uses readily available data.
What is the formula for indexing?
Current period’s value / base period value x 100
Is indexing a qualitative or quantitative forecasting technique?
Quantitative, it uses historical data to predict future outcomes.
Is sampling a qualitative or quantitative forecasting technique?
Generally considered to be quantitative but it can have qualitative characteristics.
True or false: Indexing is used to establish trends by considering successive index values.
True.
When is using indexing as a forecasting technique appropriate?
. there is a long time-series i.e historical data with many observations.
. the objective is to measure a change in a variable with reference to a specific period
When is using sampling as a forecasting technique appropriate?
. no historical data is available
. it is costly or time consuming to sample from an entire population
When is using moving averages as a forecasting technique appropriate?
. there is a long time-series i.e historical data with many observations.
. the data is subject to seasonal variation
When is using linear regression as a forecasting technique appropriate?
. there are 2 or more variable with a casual relationship
. there are semi-variable costs to be forecast
When is using seasonal trends as a forecasting technique appropriate?
. The product/service has seasonal patterns
What is the forecast formula?
Trend ( 1 + x%) where x is the seasonal variation.
Which 2 forecasting techniques can be expressed as percentages?
Moving averages and seasonal variation.
Which forecasting technique is used to calculate the trend of sales?
Moving averages.
True or false: Linear regression is used to establish a relationship between a dependent variable and 1 or more indepdendent variables.
True.
Linear regression can be expressed as what equation?
Y = a + bx
What do the variables in the linear regression equation represent?
Y = the dependent variable, the one we want to explain.
x = the independent variable, the one that explains y.
a = the intercept on the y-axis.
b = the slope of the line.
What is the difference between random and quota sampling?
Random sampling does not take into account an individuals attributes (e.g race, gender, age) while quota sampling does.