Time Series Modeling of Trends in Medication Prescribing
Project Number5R01HS013405-03
Former Number1R01HS010759-01A1
Contact PI/Project LeaderSTAFFORD, RANDALL SCOTT
Awardee OrganizationSTANFORD UNIVERSITY
Description
Abstract Text
DESCRIPTION: Physician decisions regarding medication prescribing have a
large impact on health care costs and clinical outcomes. Surprisingly little
is known, however, about the relative impact of a range of factors that may
influence physician behavior in the prescribing of medications. By extension,
the ability to explain and project trends in medication prescribing is
currently limited. This study will develop a novel economic model of the
simultaneous influence of multiple determinants on trends in medication
prescribing. Econometric time-series regression techniques will be used to
estimate the relative influence of temporally varying predictor variables and
discrete temporal events on observed national trends in the prescribing of
pharmaceuticals for hypertension, depression, asthma, and congestive heart
failure. Nationally representative quarterly data on 1978 through 2000 trends
in drug prescribing for these conditions will come from the National Disease
and Therapeutic Index survey available through IMS Health. Quarterly patient
sample sizes in 1998 are about 1,700 for depression, 550 for congestive heart
failure, 5,100 for hypertension and 2,000 for asthma. Data on potential
predictors of trends will be developed from a variety of sources.
Drug-specific trend information on pharmaceutical promotion and wholesale drug
prices also will be available from IMS Health. Other predictors will include
information on drug dosing, other drug characteristics, clinical trial results
publication, media reporting on medications, and clinical guideline
publication. By constructing a comprehensive model of the temporal
determinants of prescribing behavior, this study will assess the relative
influence of these factors. Econometric time series regression models built
on the theory of demand for differentiated products will be employed to test
specific hypotheses regarding the role of these factors. A key hypothesis
will be that promotional influences are more potent than scientific
influences. In addition, the research will evaluate hypotheses related to the
influence of drug prices, the interaction of science and promotion, and the
impact of brand name expiration. Results from the analysis will be relevant
to efforts to design and implement clinical and health policies to encourage
the effective and cost-effective use of medications.
Public Health Relevance Statement
Data not available.
NIH Spending Category
No NIH Spending Category available.
Project Terms
behavioral /social science research tagchemotherapyclinical researchhealth economicshuman datamathematical modelmodel design /developmentpatient care managementphysicians
No Sub Projects information available for 5R01HS013405-03
Publications
Publications are associated with projects, but cannot be identified with any particular year of the project or fiscal year of funding. This is due to the continuous and cumulative nature of knowledge generation across the life of a project and the sometimes long and variable publishing timeline. Similarly, for multi-component projects, publications are associated with the parent core project and not with individual sub-projects.
No Publications available for 5R01HS013405-03
Patents
No Patents information available for 5R01HS013405-03
Outcomes
The Project Outcomes shown here are displayed verbatim as submitted by the Principal Investigator (PI) for this award. Any opinions, findings, and conclusions or recommendations expressed are those of the PI and do not necessarily reflect the views of the National Institutes of Health. NIH has not endorsed the content below.
No Outcomes available for 5R01HS013405-03
Clinical Studies
No Clinical Studies information available for 5R01HS013405-03
News and More
Related News Releases
No news release information available for 5R01HS013405-03
History
No Historical information available for 5R01HS013405-03
Similar Projects
No Similar Projects information available for 5R01HS013405-03