Presentation on forecasting

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Presentation on FORECASTING IN AVIATION INDUSTRY Faculty: Mr. Zahid Hussain khan PRESENTED BY: MUHAMMAD SHARJEEL (60738) Air Transport Economic And Management Policy

Transcript of Presentation on forecasting

Page 1: Presentation on forecasting

Presentation onFORECASTING IN AVIATION INDUSTRY

Faculty:

Mr. Zahid Hussain khan

PRESENTED BY:MUHAMMAD SHARJEEL (60738)

Air Transport Economic And Management Policy

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INTRODUCTION

Every day, at all levels of management within all segments of the air transportation industry, decisions are made about what is likely to happen in the future. It has been said that business action taken today must be based on yesterday’s plan and tomorrow’s expectations. Call them expectations, predictions, projections—it all boils down to one thing, forecasting.

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WHAT IS FORECASTING ?

Forecasting is a tool used for predicting future demand based on past demand information.

Means “predict or estimate (a future event or trend).” It is the attempt to quantify demand in a future time period. Quantification can be in terms of either dollars, such as revenue, or some physical

volume, such as revenue passenger miles (RPMs). Predicting, projecting, or estimating some future volume or financial situation—

matters mostly outside of management’s control. Plans for the future cannot be made without forecasting demand.

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WHY IT IS IMPORTANT?

Demand for products and services is usually uncertain. Forecasting can be used for:

Strategic planning (long range planning) Finance and accounting (budgets and cost controls) Marketing (future sales, new services) Production and operations

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PURPOSE OF FORECASTING

The purpose of forecasting is to prepare people and businesses from losing money and to enhance human comfort.

Good forecasts pay off economically not by generating large sums of money but rather by preventing the loss of a large sum of money.

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Forecasting

A various forecasts is used for three important management functions:

1. Analysis

2. Planning

3. Control

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ANALYSIS

Every company must makes choices among the many markets or sub market open to it. In addition to deciding on the level of service to offer, the type of aircraft to fly on particular routes and the type of aircraft to purchase. The choice is greatly facilitated by quantitative estimates of demand.

EXAMPLE: A major air carrier is trying to decide whether to purchase the Boeing 787 or the a-350. An estimate of operating costs will be a guiding factor.

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PLANNING

Every firm must make short-term decisions about the allocation and scheduling of its limited resources over many competing uses & long-term decisions about rates of expansion of capital equipment and funds. Both short-term and long-term decisions require quantitative estimates of demand.

EXAMPLE: The advertising director for a major carrier wants to promote a new low fare to selected cities and needs a short-term forecast of enplanements as a basis for assigning funds.

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CONTROL

A company’s actual performance in the market takes on meaning when it is compared to forecasts. The use of these demand measurements is for control purpose.

EXAMPLE: A commercial aircraft manufacturer is disappointed with sales to national carriers. The market research department is asked to develop a new forecast of company sales potential in this market.

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FORECASTING METHODS

Following are the methods of forecasting:

Casual method

Trend analysis method

Judgmental methods

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Casual method

Causal forecasts are based on a statistical relationship between the forecasted variable and one or more explanatory variables. There need not be a cause-and-effect relationship between the dependent and the independent variables.

Causal model is constructed by finding variables that explain, statistically, the changes in the variable to be forecast.

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TREND ANALYSIS METHOD

A simple forecasting method is the extrapolation from the past, where the forecaster assumes that major trends, such as traffic growth or market share, will continue uninterrupted and that the future will be like the recent past. Historical data for some base period are gathered and analyzed to determine a trend line, which is then extended to some point in the future, using either sophisticated mathematical procedures or simple estimation of the most likely course. This method is often used for short-term projections (1 or 2 years) where basic conditions are unlikely to change much.

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JUDGMENTAL METHOD

Judgmental methods can be used when either no information or very little historical data exist. They can also be used to adjust forecasts developed by causal models or through time-series analysis.

Acceptance or rejection of a judgmental forecast depends mostly on the reputation of the forecaster, because there are no statistical ways to evaluate it. very often, a strong leader can push through recommendations based on such forecasts

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