Xcellerate® Data Review

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Xcellerate Data Review is a software tool that allows data managers to detect issues that can impact data quality in clinical trials such as missing data, high query rates, and delayed data entry. The tool provides automated reporting to track missing pages, outstanding queries, and data discrepancies. It also allows data managers to perform bulk handling of identified discrepancies with the electronic data capture system. Using Xcellerate Data Review can help identify sources of issues earlier in trials and facilitate database lock and submission-ready datasets.

Data & Analytics

XCELLERATE®
DATA REVIEW
Xcellerate Data Review allows data managers to detect instances
and sources of missing data, high query rates, delayed data entry
and other data quality issues that impact trial data integrity.
Manage quality data to help facilitate database lock and deliver
submission-ready STDMs with Xcellerate Data Review.
Overview
Managing a clinical data warehouse requires
data entry and validation, but many factors
can slow down the process. Data overload
and multiple data repositories can impact the
ability to extract valuable data and increase trial
complexity. Ongoing maintenance, inflexibility
and lack of integration often hamper efforts
to generate clean data, resulting in delays in a
trial’s timeline.
Xcellerate Data Review addresses these issues
by providing detailed tracking of missing pages,
listing outstanding queries and identifying data
discrepancies with automated reporting.
With this unique system, data managers can track query resolution and data review activities and
perform automated, bulk query handling with the EDC for identified discrepancies. Xcellerate Data
Review helps identify the sources of issues and results in more informed decisions during trials to
ensure readiness for the database lock.
Benefits of Xcellerate Data Review:
▶ Future-proof: custom-built architecture designed to scale to current and future data volumes
▶ Agnostic: integrates into existing trial management source systems
▶ Easy to use: user-centric web and mobile user interfaces
▶ Effective: comprehensive discrepancy management with automatic recognition of repeated non-EDC
edit checks
▶ Efficient: bulk query handling for identified discrepancies, integration with EDC for query automation
▶ Comprehensive: advanced workflow engine to accelerate and automate issue resolution
▶ Compliant: audit trail and history tracking supports adherence to ICH GCP and other guidelines
Learn more about our drug development solutions at
www.covance.com/Xcellerate
Covance Inc., headquartered in Princeton, NJ, USA is the drug development business of Laboratory
Corporation of America Holdings (LabCorp). COVANCE is a registered trademark and the
marketing name for Covance Inc. and its subsidiaries around the world.
The Americas + 1.888.COVANCE (+1.888.268.2623) + 1.609.452.4440
Europe / Africa + 00.800.2682.2682 +44.1423.500888
Asia Pacific + 800.6568.3000 +65.6.5686588
© Copyright 2018 Covance Inc. SSCDS090-1118

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How fast can you modify your data collection to include a new field, make all the necessary changes in data processing and storage, and then use that field in analytics or product features? For many companies, the answer is a few quarters, whereas others do it in a day. This data agility latency has a direct impact on companies' ability to innovate with data. Schema-on-read has been a key strategy to lower that latency - as the community has shifted towards storing data outside relational databases, we no longer need to make series of schema changes through the whole data chain, coordinated between teams to minimise operational risk. Schema-on-read comes with a cost, however. Errors that we used to catch during testing or in early test deployments can now sneak into production undetected and surface as product errors or hard-to-debug data quality problems later than with schema-on-write solutions. In this presentation, we will show how we have rejected the tradeoff between slow schema change rate and quality to achieve the best of both worlds. By using metaprogramming and versioned pipelines that are tested end-to-end, we can achieve fast schema changes with schema-on-write and the protection of static typing. We will describe the tools in our toolbox - Scalameta, Chimney, Bazel, and custom tools. We will also show how we leverage them to take static typing one step further and differentiate between domain types that share representation, e.g. EmailAddress vs ValidatedEmailAddress or kW vs kWh, while maintaining harmony with data technology ecosystems.

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Xcellerate® Data Review

1. XCELLERATE® DATA REVIEW Xcellerate Data Review allows data managers to detect instances and sources of missing data, high query rates, delayed data entry and other data quality issues that impact trial data integrity. Manage quality data to help facilitate database lock and deliver submission-ready STDMs with Xcellerate Data Review. Overview Managing a clinical data warehouse requires data entry and validation, but many factors can slow down the process. Data overload and multiple data repositories can impact the ability to extract valuable data and increase trial complexity. Ongoing maintenance, inflexibility and lack of integration often hamper efforts to generate clean data, resulting in delays in a trial’s timeline. Xcellerate Data Review addresses these issues by providing detailed tracking of missing pages, listing outstanding queries and identifying data discrepancies with automated reporting. With this unique system, data managers can track query resolution and data review activities and perform automated, bulk query handling with the EDC for identified discrepancies. Xcellerate Data Review helps identify the sources of issues and results in more informed decisions during trials to ensure readiness for the database lock. Benefits of Xcellerate Data Review: ▶ Future-proof: custom-built architecture designed to scale to current and future data volumes ▶ Agnostic: integrates into existing trial management source systems ▶ Easy to use: user-centric web and mobile user interfaces ▶ Effective: comprehensive discrepancy management with automatic recognition of repeated non-EDC edit checks ▶ Efficient: bulk query handling for identified discrepancies, integration with EDC for query automation ▶ Comprehensive: advanced workflow engine to accelerate and automate issue resolution ▶ Compliant: audit trail and history tracking supports adherence to ICH GCP and other guidelines Learn more about our drug development solutions at www.covance.com/Xcellerate Covance Inc., headquartered in Princeton, NJ, USA is the drug development business of Laboratory Corporation of America Holdings (LabCorp). COVANCE is a registered trademark and the marketing name for Covance Inc. and its subsidiaries around the world. The Americas + 1.888.COVANCE (+1.888.268.2623) + 1.609.452.4440 Europe / Africa + 00.800.2682.2682 +44.1423.500888 Asia Pacific + 800.6568.3000 +65.6.5686588 © Copyright 2018 Covance Inc. SSCDS090-1118

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