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Handle With Care:
Clinical Data Cleaning
Elaine Job
Executive Director, Data Management
Late Stage Development Services
Covance
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Clinical trials
are becoming more challenging, time-consuming and resource intensive.
In addition to the pressure for timeliness which face the sites
at the front lines of clinical trials, today's standard data cleaning
methods cater to approaches that are at high risk of inadvertently
introducing bias into the data, thus skewing the trial results.
This presentation explores the premise that the very process of
data cleaning has the potential to in fact do more harm than good
in more detail. The presentation also introduces predictive, proactive,
and preventative real-life measures that can be deployed to manage
the level of errors and the need for data cleaning, thus improving
the overall data quality.
This audio
conference will address:
- The inherent
risks in the process of data cleaning
- How traditional
cleaning methods cleaning can introduce bias and degrade data
quality
- How extensive
use of automated edit checks with EDC could worsen the potential
for bias
- Alternatives
to traditional data cleaning that flow from a philosophy of
"first, do no harm"
- Managing
the need for data cleaning based on proactive, primary quality
driven approaches
Speaker
biography:
Elaine Job
is the Executive Director of Clinical Data Management at Covance,
Inc. She holds an advanced degree in Biometrics and has more than
20 years of accumulated clinical drug development experience,
gained in assorted statistical, project, and data management roles.
She has worked in academic, government, pharmaceutical, and non-profit
settings as well as her current CRO position. Elaine has been
a frequent speaker at professional meetings on the topic of data
standardization and is an ex-officio board member of the Clinical
Data Interchange Standards Consortium (CDISC).
Who Should
Attend?
- Operations
- Research
& Development
- Regulatory
Affairs
- Oursourcing
- Management
This
audio conference is rated General Interest.
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