Related Experiment Video
Updated: May 17, 2026

Diagonal Method to Measure Synergy Among Any Number of Drugs
Published on: June 21, 2018
An analysis of security price risk and return among publicly traded pharmacy corporations
Adrienne M Gilligan1, Grant H Skrepnek
1Department of Pharmacy Practice and Science, The University of Arizona College of Pharmacy, 1295 North Martin Avenue, P.O. Box 210202, Tucson, AZ 85721-0202, USA.
Background:
Community pharmacies have been subject to intense and increasing competition in the past several decades.
Objective:
To determine the security price risk and rate of return of publicly traded pharmacy corporations present on the major U.S. stock exchanges from 1930 to 2009.
Methods:
The Center of Research in Security Prices (CRSP) database was used to examine monthly security-level stock market prices in this observational retrospective study. The primary outcome of interest was the equity risk premium, with analyses focusing upon financial metrics associated with risk and return based upon modern portfolio theory (MPT) including: abnormal returns (i.e., alpha), volatility (i.e., beta), and percentage of returns explained (i.e., adjusted R(2)). Three equilibrium models were estimated using random-effects generalized least squares (GLS): 1) the Capital Asset Pricing Model (CAPM); 2) Fama-French Three-Factor Model; and 3) Carhart Four-Factor Model.
Results:
Seventy-five companies were examined from 1930 to 2009, with overall adjusted R(2) values ranging from 0.13 with the CAPM to 0.16 with the Four-Factor model. Alpha was not significant within any of the equilibrium models across the entire 80-year time period, though was found from 1999 to 2009 in the Three- and Four-Factor models to be associated with a large, significant, and negative risk-adjusted abnormal returns of -33.84%. Volatility varied across specific time periods based upon the financial model employed.
Conclusion:
This investigation of risk and return within publicly listed pharmacy corporations from 1930 to 2009 found that substantial losses were incurred particularly from 1999 to 2009, with risk-adjusted security valuations decreasing by one-third.
Related Concept Videos
Impact of Pharmacokinetic–Pharmacodynamic Models: Regulatory Decisions
Pharmaceutical Poisoning: Potential Scenarios
Pharmacovigilance
This process, termed pharmacovigilance, aims to detect, evaluate, and minimize harmful effects related to medication use. The data collection for pharmacovigilance depends on spontaneous reporting systems, where healthcare professionals or patients voluntarily report suspected ADRs.
In some cases, there...
Pharmaceutical Alternatives: Stability-Related Therapeutic Nonequivalence
Drug Products: Biologics, Biosimilars and Interchangeables
Dosage Regimens: Partial Pharmacokinetic Parameters
