Internal Operating Environment, Forecasting Techniques and Accuracy of Performance Forecasting
DOI:
https://doi.org/10.14738/assrj.412.3313Abstract
This article examines the influence of the internal operating environment (IOE) on the accuracy of performance forecasting (APF) in large manufacturing firms (LMFs) in Kenya. The objective of this project was to assess if any aspects of the IOE influenced measures of APF. APF, in manufacturing operations, is seldom derived accurately due to internal conflicts of interest. However, since LMFs hire skilled personnel, this study assumes that the qualified forecasting staff ensures accuracy in forecasts when preparing future budgets. IOE is said to influence the behavior of operations resulting in either adverse or favorable organizational performance. This study identified IOE factors that impact firm performance and tested these against measures of APF. Regression analysis was applied using data collected through a structured questionnaire administered among randomly selected LMFs. Results indicated that there was no evidence that IOE had an influence on APF, but it had a moderating effect on the relationship between the objective forecasting technique and APF through return on sales (ROS).
References
Adebanjo, D. and Mann, R. (2000): “Identifying Problems in Forecasting Consumer Demand in the Fast Moving Consumer Goods Sector”. Benchmarking: An International Journal, Vol. 7, No. 3, 2000, pp. 223-230.
Allen, R. F. and Kraft, C. (1987). ‘The organizational unconscious’, Morristown, NJ: Human Resources Institute.
Aosa. E (1998), the leadership challenge facing Kenya Organizations, the accountant, January-March.
Bails, D. G. and Peppers, L. C. (1982), Business Fluctuations: Forecasting Techniques and Applications. Prentice-
Hall International, Hemel Hempstead (1982), 481 pp.
Berinato, S. (2010): Leading through a crisis, Harvard Business Review.
Berinato, S. (2001): “What went wrong at Cisco in 2001”, CIO Magazine, August 1, 2001.
Child J. (1974) Comments on Reimann and Mansfield’s ‘bureaucracy.’ Administrative Science Quarterly, 19. 247 –250.
Fahy, J. and Smithee, A. (1999), “ Strategic Marketing and the Resource Based View of the Firm”. Academy of Marketing Science Review, Vol. 1999, No. 10.
Fildes, R. and Hastings, R. (1994): The Organization and Improvement of Market Forecasting, Journal of the Operational Research Society, 45, 1-16.
Ford, J.D. & Slocum, J.W. (1977) ‘Environment, technology and the structure of organizations.’ Academy of Management Review, 2, 561 – 575.
Fry, L.W. (1982) Technology – structure research: Three critical issues. Academy of Management Journal, 25, 532 – 551.
Huff, R. and Sultan, M. (2014): Gross Margin and Organizational Effects of Poor Forecasting Accuracy.
Johnson, G. and Scholes, K. (1984) Exploring Corporate Strategy, Prentice-Hall, Englewood Cliffs, NJ, USA.
Maull, R., Brown, P. and Cliffe, R. (2001) organizational culture and quality improvement, International Journal of Operations & Production Management, Vol .21, No. 3, pp. 302–326.
Mintzberg, Henry, and James Brian Quinn. 1996. The Strategy Process: Concepts, Contexts, Cases. 3 Ed. Upper Saddle River, NJ: Prentice Hall.
Porter, M. E. 1996. What is Strategy? Harvard Business Review 74(November-December):61-78.
Robbins, S.P (2004). Organization theory structure, Design, and applications. Third Edition, practice-Hill of India.
Sekaran, U (1992),’Research Methods for business’: A skill Building Approach, John Wiley, NY.
Sleeth, R.G and Johnston, W.R (1996). ‘The effective leader as a Link between tasks and people’. SAM Advanced Management Journal, 61 (2) 16-21.
Thompson, A.A and Strickland, A.J (1993) strategic Management: concepts & cases, Richard, D. Irwin, Inc ,New th York, 7 edition.
Thompson J.D. (1967) Organizations in action. New York: McGraw-Hill.
Zahra, S.A, (1993): “New product innovation in established companies: Associations with industry and strategy variables”. Entrepreneurship: Theory & Practice, Vol.18, Issue 2, p.47, winter.
Khandwalla, P. N. (1977): “Management Styles and Organizational Effectiveness”.
Smith, C. D., and Mentzer, J. T. (2010): User Influence on the Relationship between Forecast Accuracy, Application and Logistics Performance.
Vecchio, R. P. and Appelbaum, S. H. (1995): Managing Organizational Behaviour, Dryden, Toronto, Chapters 10, 19.
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