logo
logo
Sign in

Identification of critical data points

avatar
Anushree Reddy

The acquisition of high-quality, reliable, and statistically accurate data is the sole aim of every clinical research trial ever conducted. The effective data collected must be managed efficiently to ensure the accuracy of the collected data and proper reports, entry, and validation. As a vital phase of a clinical research trial process, it is important to build, establish and maintain organization-wide protocols for the management of data to make sure the consistency of all teams and departments involved in the clinical research organization. Learn More: clinical research training

Any form of miscommunication and ambiguity in the management of data can lead to dire consequences while also wasting resources and staff time, ultimately putting the whole clinical research organization at risk. Good data quality exists only when the acquired data is suitable for the use case at hand. The most accurate data lies at the heart of every clinical research organization's tactical and strategic steering.

Here mentioned are some quality clinical data management elements that can improve the organization's data management standards. These can also be implemented at various stages of the clinical research trial to ensure optimum data management.

Ensuring that the data is accurate for the purpose

In order to ensure that the data acquired is for the given purpose, the CRO must clearly define the critical data points required while standardizing their monitoring and collection processes. Proper care in these areas can optimize data management and improve clinical data integrity while reducing data quality variations among the various CRO teams. The elimination of non-critical data reduced the risk during end-point analysis and minimized the effort and time needed to verify non-critical data. Ensuring the accuracy of the data for the purpose methodologies implies that the data quality improving when the data collected becomes more targeted to the specific study objectives. Know More About: Clinical Research Courses

These are required to be determined at the very beginning of the clinical research study. It is done by determining what data is required in order to answer the needed scientific question that one's study originates from. This part of the clinical research trial is straightforward. Issues may arise when non-critical data is acquired for additional purposes like the safety of the patient and exploratory analysis. Despite it being important in many ways, making sure that the data meets the agreed-upon standards needs considerable effort for the management of data. Standard operating procedures (SOP) help reduce the time and effort needed to be added by data managers while working with large amounts of data. It shall ultimately improve the overall data quality.

 

collect
0
avatar
Anushree Reddy
guide
Zupyak is the world’s largest content marketing community, with over 400 000 members and 3 million articles. Explore and get your content discovered.
Read more