Open Access. Powered by Scholars. Published by Universities.®

Business Commons

Open Access. Powered by Scholars. Published by Universities.®

2020

Business Analytics

Theses and Dissertations

Air Force Institute of Technology

Articles 1 - 2 of 2

Full-Text Articles in Business

An Investigation Into Subject Matter Expert Elicitation In Cost Risk Analysis, Christopher W. Miller Mar 2020

An Investigation Into Subject Matter Expert Elicitation In Cost Risk Analysis, Christopher W. Miller

Theses and Dissertations

This research compares the efficacy of subject matter expert (SME) elicitation methods to other cost estimation methods using a development and production dataset provided by AFLCMC/FZC. First, by using descriptive statistics to evaluate low versus high amount of the respective cost estimation methods by analyzing the means of percent cost growth for both groups. Next, this research involved using a statistics-based approach to investigate whether SME based cost estimating methods have an associated relationship to percent change of Program Acquisition Unit Costs (PAUC), which will be our proxy variable to cost growth. Using a pooled cross-sectional OLS regression analysis model …


Determinants Of Small Business Innovation Research Performance, Ethan E. Blake Mar 2020

Determinants Of Small Business Innovation Research Performance, Ethan E. Blake

Theses and Dissertations

This analysis shows that the Air Force SBIR Program has seen a high rate of failure (over 91%) in Phase II efforts that have completed funding within the last three Fiscal Years. The Joint Capability Area assignment process and subsequent analysis identified several high and low performing groups. Force Integration, Battlespace Awareness, and Protection JCAs were top performers while Command/Control, Logistics, and Force Application were low performers. Additional analysis showed that small businesses have more than double the commercialization rate of large businesses. The commercialization rates for businesses with 150 employees or fewer is 9% while the rate for businesses …