LAPSE:2019.1185
Published Article
LAPSE:2019.1185
Show Me the Money! Process Modeling in Pharma from the Investor’s Point of View
Christos Varsakelis, Sandrine Dessoy, Moritz von Stosch, Alexander Pysik
November 24, 2019
Process modeling in pharma is gradually gaining momentum in process development but budget restrictions are growing. We first examine whether and how current practices rationalize within a decision process framework with a fictitious investor facing a decision problem subject to incomplete information. We then develop an algorithmic procedure for investment evaluation on both monetary and diffusion-of-innovation fronts. Our methodology builds upon discounted cash flow analysis and Bayesian inference and utilizes the Rogers diffusion of innovation paradigm for computing lower expected returns. We also introduce a set of intangible metrics for quantifying the level of diffusion of process modeling within an organization.
Keywords
diffusion of innovation, process modeling, return on investment
Suggested Citation
Varsakelis C, Dessoy S, von Stosch M, Pysik A. Show Me the Money! Process Modeling in Pharma from the Investor’s Point of View. (2019). LAPSE:2019.1185
Author Affiliations
Varsakelis C: Technical Research & Development, GSK Biologicals, 1330 Rixensart, Belgium [ORCID]
Dessoy S: Technical Research & Development, GSK Biologicals, 1330 Rixensart, Belgium
von Stosch M: Technical Research & Development, GSK Biologicals, 1330 Rixensart, Belgium
Pysik A: Technical Research & Development, GSK Biologicals, 1330 Rixensart, Belgium
[Login] to see author email addresses.
Journal Name
Processes
Volume
7
Issue
9
Article Number
E596
Year
2019
Publication Date
2019-09-04
Published Version
ISSN
2227-9717
Version Comments
Original Submission
Other Meta
PII: pr7090596, Publication Type: Journal Article
Record Map
Published Article

LAPSE:2019.1185
This Record
External Link

doi:10.3390/pr7090596
Publisher Version
Download
Files
[Download 1v1.pdf] (1.3 MB)
Nov 24, 2019
Main Article
License
CC BY 4.0
Meta
Record Statistics
Record Views
380
Version History
[v1] (Original Submission)
Nov 24, 2019
 
Verified by curator on
Nov 24, 2019
This Version Number
v1
Citations
Most Recent
This Version
URL Here
https://psecommunity.org/LAPSE:2019.1185
 
Original Submitter
Calvin Tsay
Links to Related Works
Directly Related to This Work
Publisher Version