Preview

Manager’s Guide to Forecasting

Powerful Essays
Open Document
Open Document
6086 Words
Grammar
Grammar
Plagiarism
Plagiarism
Writing
Writing
Score
Score
Manager’s Guide to Forecasting
Manager’s Guide to Forecasting

by David M. Georgoff and Robert G. Murdick

Harvard Business Review
Reprint 86104

J A N U A RY– F E B R U A RY 1 9 8 6

HBR

Manager’s Guide to Forecasting
David M. Georgoff and Robert G. Murdick

E

arly in 1984, the Houston-based COMPAQ Computer Corporation, manufacturer of IBMcompatible microcomputers, faced a decision that would profoundly affect its future. Recognizing that IBM would soon introduce its version of the portable computer and threaten COMPAQ’s dominance in this profitable market, the company had two options. It could elect to specialize in this product line and continue to market its highly regarded portables aggressively, or it could expand market offerings to include desktop microcomputers. The latter move would force the year-old company to confront IBM on its home ground. Moreover, COMPAQ would have to make a substantial investment in product development and working capital and expand its organization and manufacturing capacity. COMPAQ’s management faced several important unknowns, including the potential market’s size, structure, and competitive intensity. Management recognized that the company’s vitality might seriously erode if it did not expand its product line. If the expansion were successful, COMPAQ might enjoy economies of scale that could help ensure its survival in a dynamic and very competitive industry. If COMPAQ’s market assumptions were incorrect, however, its future might be bleak. Many of today’s managers face similar new market realities and uncertainties. Continually confronted with issues critical to their companies’ competitive future, they must deal with novel and rapidly changing environments. In short, they must judge a broad range of dissimilar influences.

For more than a decade, new forecasting techniques have theoretically helped managers evaluate these varied factors. Much of the promise of these techniques has been unrealized, however, even as a quickening

You May Also Find These Documents Helpful

  • Satisfactory Essays

    Forecasting

    • 492 Words
    • 2 Pages

    Forecast personnel expenses for fiscal year 20X5 using moving averages weighted moving averages, exponential smoothing, and time series regression. For moving averages and weighted moving averages, use only the data for the past three fiscal years. For weighted moving averages, assign a value of 1 to the data for 20 X 2, a value of 2 to the data for 20 X 3, and a value of 3 to the data for 20 X 4. For exponential smoothing, assume that the last forecast for fiscal year 20 X 4 was $6,300,000. You decide on the alpha to be used for exponential smoothing. For time series regression, use the data for all four fiscal years. Which forecast will you use? Why?…

    • 492 Words
    • 2 Pages
    Satisfactory Essays
  • Satisfactory Essays

    Finance Forecast

    • 416 Words
    • 2 Pages

    1) Bill Young believes that because his employees were not responsible for the 9/11 attacks, they should not have to suffer loss of income as a consequence. Businesses are always subject to economic forces over which they have little or no control. Should the business response to something like the 9/11 attacks be any different from the response to “normal” fluctuations in the business cycle? If so, why and how? If not, why not? How does the example set by Aaron Feuerstein influence your decision?…

    • 416 Words
    • 2 Pages
    Satisfactory Essays
  • Powerful Essays

    B. The government would be interested in this forecast for many reasons. By forecasting the civilian unemployment rate, the government can have an idea of how stable the economy will be in the upcoming years.…

    • 3798 Words
    • 16 Pages
    Powerful Essays
  • Satisfactory Essays

    Economic Forecasting

    • 323 Words
    • 2 Pages

    The study of macroeconomics demonstrates how individuals purchase, sell, and use raw materials to drive the economy around the globe. A useful source of data could be attained from the International Monetary Fund (IMF) where a person could gather current or historic data. After the collection of the data a researcher could utilize the International Monetary Funds website to see a forecast of any certain country. On the IMF website there are several choices for data such as International Financial Statics, Principal Global Indicators, and World Economic Outlook Databases. This informational data is useful for the inflation of good and services, tracking the market value of goods and services (gross domestic product), and other macroeconomic indicators for more than 200 countries.…

    • 323 Words
    • 2 Pages
    Satisfactory Essays
  • Best Essays

    For the purpose of this paper I have selected M/s. Apple Inc as an organisation. M/s. Apple Inc are considered to be one of the most competitive organisations in the globe who operate in a very fast environment of technology and computers, where the developments are so rapid and fast that the management are expected to revisit their strategies and implementation plans on a continuous basis to stay competitive and maintain that technological edge in the market place.…

    • 3058 Words
    • 13 Pages
    Best Essays
  • Better Essays

    Project Management

    • 1194 Words
    • 5 Pages

    The product management aspect of this case is showing its age: published in 2006, and set in 2002 - 3. Some of you will question their technology choices. Do your best to focus on the PM aspects, assuming that their technology choices were appropriate for a conservative company at that time.…

    • 1194 Words
    • 5 Pages
    Better Essays
  • Good Essays

    period of time is now viewed as a longterm career path. I recently heralded this…

    • 2154 Words
    • 9 Pages
    Good Essays
  • Powerful Essays

    There are several different methods that can be used to create a forecast, this paper will compare and contrast the Seasonal, Delphi, Technological and Time Series method of forecasting. Factors to consider when selecting a forecast method is the experience of the forecaster, the amount of information available, the degree of accuracy or confidence needed from the forecast and the level of difficulty that the situation present.…

    • 1579 Words
    • 7 Pages
    Powerful Essays
  • Powerful Essays

    •Leitch, G. and Tanner, J.E. (1991) "Economic forecast evaluation: Profits versus the conventional error measures," American Economic Review, 81, 580-590.…

    • 2994 Words
    • 12 Pages
    Powerful Essays
  • Better Essays

    During the 1970s and ‘80s, IBM was one of the most successful companies in the world. The company had experienced strong growth in both revenue and profits and had a virtual stranglehold on the market for mainframe computers. In fact the company was often referred to as “Big Blue,” a nickname derived from its massive blue mainframe computers. For four consecutive years in the 1980s, IBM held the top spot in Fortune magazine’s annual list of the most admired companies in the United States. However, by 1993 the quintessential “Blue Chip” company had reached its nadir. Over the three previous years, IBM had lost a total of $15 billion and its stock price was at an 18-year low. The brand had fallen below number 250 in Interbrand’s annual survey of the most valued brands with a brand value, estimated at a negative $50 million dollars. The explosive growth of personal computer networks threatened IBM’s lucrative mainframe and minicomputer business and the company was struggling to turn the situation around. In the late 1980’s and early 90’s, the drivers of innovation and change in information technology were smaller, nimble companies like Microsoft, Compaq, Dell, Oracle and others who offered less…

    • 5739 Words
    • 164 Pages
    Better Essays
  • Satisfactory Essays

    |Applicability |Used when situation is vague & little data exist |Used when situation is stable & historical data |…

    • 462 Words
    • 2 Pages
    Satisfactory Essays
  • Good Essays

    Forecasting is done by monitoring changes that occur over time and projecting into the future. Forecasting is commonly used in both the for-profit and not-for-profit sectors of the economy. There are two common approaches to forecasting: qualitative and quantitative. Qualitative forecasting methods are especially important when historical data are unavailable. Qualitative forecasting methods are considered to be highly subjective and judgmental. Quantitative forecasting methods make use of historical data. The goal of these methods is to use past data to predict future values. The following guidelines are provided for determining the adequacy of a particular forecasting model. These guidelines are based on a judgment of how well the model fits the data and assume that you can use past data to predict future values of the time series:…

    • 475 Words
    • 2 Pages
    Good Essays
  • Powerful Essays

    Forecasting Models

    • 7162 Words
    • 29 Pages

    Teaching Suggestion 5.1: Wide Use of Forecasting. Forecasting is one of the most important tools a student can master because every firm needs to conduct forecasts. It’s useful to motivate students with the idea that obscure sounding techniques such as exponential smoothing are actually widely used in business, and a good manager is expected to understand forecasting. Regression is commonly accepted as a tool in economic and legal cases. Teaching Suggestion 5.2: Forecasting as an Art and a Science. Forecasting is as much an art as a science. Students should understand that qualitative analysis (judgmental modeling) plays an important role in predicting the future since not every factor can be quantified. Sometimes the best forecast is done by seat-of-thepants methods. Teaching Suggestion 5.3: Use of Simple Models. Many managers want to know what goes on behind the forecast. They may feel uncomfortable with complex statistical models with too many variables. They also need to feel a part of the process. Teaching Suggestion 5.4: Management Input to the Exponential Smoothing Model. One of the strengths of exponential smoothing is that it allows decision makers to input constants that give weight to recent data. Most managers want to feel a part of the modeling process and appreciate the opportunity to provide input. Teaching Suggestion 5.5: Wide Use of Adaptive Models. With today’s dominant use of computers in forecasting, it is possible for a program to constantly track the accuracy of a model’s forecast. It’s important to understand that a program can automatically select the best alpha and beta weights in exponential smoothing. Even if a firm has 10,000 products, the constants can be selected very quickly and easily without human intervention.…

    • 7162 Words
    • 29 Pages
    Powerful Essays
  • Better Essays

    sales

    • 1935 Words
    • 8 Pages

    Forecasting activity should help managers to make better decisions in the process of planning the…

    • 1935 Words
    • 8 Pages
    Better Essays
  • Good Essays

    Nibm Iii Semester Assignments

    • 10141 Words
    • 41 Pages

    The firm must plan for the future. Planning for the future involves forecasting. A forecast is an estimation or prediction about situations which are most likely to occur in near or distant future. No businessman can afford to ignore forecasting if he wants to thrive and prosper in his business. The firm has to forecast the future level of demand for its product under different possible circumstances; such as prices, competition, promotional activities and general economic activity. Similarly forecasting will be necessary with reference to costs under changing conditions of availability of raw materials and their respective prices, changing technology, wage rates, labour training and capital acquisition programmes. Forecasting does play a key role in managerial decisions and hence forecasting is emphasized in the study of managerial economics. The objective of business forecasting is to minimize risk and the margin of uncertainty in business.…

    • 10141 Words
    • 41 Pages
    Good Essays

Related Topics