Improving accuracy of project outcome predictions

Mejia Aguilar, G (2013) Improving accuracy of project outcome predictions. PhD thesis, University of Alabama, USA.

Abstract

Construction industry has found that cost overruns and schedule delays are recurrent problems within the sector. Considerable cost and schedule deviations are issues at the project level that permeate organizations and seriously affect their financial performance. These adverse deviations are evidences that the traditional project control systems fail to predict, promptly and effectively, cost and schedule deviations at completion of capital projects. Even more, it seems that the current assessment methodologies do not inform how well the control system has ensured the expected cost and schedule at completion throughout the life cycle of the project. The present study inquired into current practices of forecasting and project management to see if the predictability of cost and schedule deviations of construction projects is timely and accurate. Additionally, this research investigated and assessed the most relevant change reasons associated to the forecast deviations, as well as, the most critical underlying factors that jeopardize the accuracy and timelines of these predictions. To attain these proposed objectives, a correlation research was mainly designed and complemented with a cross-sectional design. An electronic questionnaire was the primary data instrument adopted to collect the data, which finally, were analyzed by bivariate and ordinal correlations statistical techniques. The results demonstrated that cost timeliness and predictability - understood as the addition of cost predictability index plus schedule predictability index, were significant predictors of the likelihood of achieving small cost and schedule deviations at project completion, less than 5%. Although there was no evidence enough to demonstrate the statistical significance of schedule timeliness, the study considered and showed its benefit as component of the predictability index. The study identified the most significant change reasons related to forecast increments (cost and schedule) and classified their relevance by owners and contractors. The results demonstrated that change reasons with low frequencies implied high impacts and those with high frequencies implied medium and low impacts. The study showed there are underlying factors that noticeably influence the predictability performance, which must be tracked and controlled to avoid adverse deviations.

Item Type: Thesis (Doctoral)
Thesis advisor: Back, W E and Grau, D
Uncontrolled Keywords: accuracy; control system; cost overrun; construction project; forecasting; life cycle; project control; owner
Index terms: capital project, project management, project control, construction industry, forecasting, schedule delay, project outcome, cost overrun, deviation, owner, life cycle, evidence, questionnaire, control system, construction project, financial performance, methodology, accuracy
Subjects: production management, research methods, business analysis, project completion, evaluation and assessment methods, strategic project management, project management theory and practice, professional development, monitoring and control, industry analysis, sociology, project controls, control systems, value management, data collection methods, prediction and forecasting, financial and cost management
Topics: Time Control, Cost Management, Business Strategy, Research Practice, Information Management, Stakeholder Management, Project Management
Descriptive scope: 4 PCTA

N.B. Descriptive scope is a count of how many of the five facets of empirical research are indicated by the words used in title, abstract and keywords. It is not intended as a judgement on the research; merely a count of the kind of word we would expect to indicate Phenomenon, Concepts, Theoretical framing, Empirical techniques, Analytical techniques. If all five are present, then a code of “5 PCTEA” will indicate this. If you feel the coding for this record is questionable, we welcome discussion around the terms we matched or the way we categorized them. The facet you would expect may not be coded, or a facet may be coded inappropriately. This can also bear on a larger question, of which facets should be treated as defining in construction management research. Please get in touch, and we will look at it. More details here