Structured Data - a critical key to clean, complete, high quality data analyses
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Another key feature of Starwriter is clean, perfectly structured data.
Using other data sources, where data is put together from multiple systems, the data your teams are getting is not clean, nor is it consistently structured in its design
The Starwriter Patented system eliminates all of these issues and enables us to completely automate and stream clean, structured data, in real-time to your teams.
As shown in the graph on the right - this makes Starwriter a top 5 % company and clinical data source.
Let's take a deeper look and see detailed examples of the difference between Starwriter's clean, structured data and the data your teams are getting from other data sources.
Perfectly Structured Data
It is Particularly critical to note the importance of Structured data for accurate statistical analysis – Starwriter data provides this, where other data sources can not provide perfectly structured data.
– Other Data sources obtain their data from EMR systems that allow the provider to randomly type chart notes or “ customize/ build their own” templates. Consequently, the data your source is obtaining on your products, is certainly not clean, structured /standardized or using common variance range.
This is a critical flaw in most other data sources and this effects the quality and consistency of data your teams are obtaining from other data sources.
Each time a Dr randomly types a chart note or “ customizes” a template – they are adding their own description of a condition- so the data is not structured or consistent, and they introduce hundreds of variables that can not controlled or accounted for.
Also, if pulling data from multiple EMR systems ( which most other data collection sources do ) you have just added to the issues /confusion and the uncertainty of the data other data sources are providing to your company. The more providers, the more randomized individually created chart notes – which results in incongruence, variance and lack of structure to the data your company is getting.
The Starwriter patented system completely resolves this issue !
Please watch video below for example comparing Starwriter's clean, structured data, to the dirty, unstructured data from almost all other clinical data sources.
So, from these examples in our video, it is becoming more apparent that with data from other companies – there is literally no way to determine critical data details we need for best analyses ! There is no way to determine data details, after the fact.
As seen in example in the video - we would only be able to determine that a pair of pants are jeans and they are blue, but we would certainly not be able to determine brand and size of our blue jeans, which are critical details for accurate assessments. We would only be able to make high level evaluations. Data from almost all other sources may have some high level info, while Starwriter data has the specificity and granular details needed for deepest insight and meaningful evaluation to determine effectiveness of your company's pharmaceutical and medical device products.
The Starwriter patented system is the solution to all of these challenges.
Please click button below to learn more about Starwriter benefits or complete contact form to talk with us !
Using other data sources, where data is put together from multiple systems, the data your teams are getting is not clean, nor is it consistently structured in its design
The Starwriter Patented system eliminates all of these issues and enables us to completely automate and stream clean, structured data, in real-time to your teams.
As shown in the graph on the right - this makes Starwriter a top 5 % company and clinical data source.
Let's take a deeper look and see detailed examples of the difference between Starwriter's clean, structured data and the data your teams are getting from other data sources.
Perfectly Structured Data
It is Particularly critical to note the importance of Structured data for accurate statistical analysis – Starwriter data provides this, where other data sources can not provide perfectly structured data.
– Other Data sources obtain their data from EMR systems that allow the provider to randomly type chart notes or “ customize/ build their own” templates. Consequently, the data your source is obtaining on your products, is certainly not clean, structured /standardized or using common variance range.
This is a critical flaw in most other data sources and this effects the quality and consistency of data your teams are obtaining from other data sources.
Each time a Dr randomly types a chart note or “ customizes” a template – they are adding their own description of a condition- so the data is not structured or consistent, and they introduce hundreds of variables that can not controlled or accounted for.
Also, if pulling data from multiple EMR systems ( which most other data collection sources do ) you have just added to the issues /confusion and the uncertainty of the data other data sources are providing to your company. The more providers, the more randomized individually created chart notes – which results in incongruence, variance and lack of structure to the data your company is getting.
The Starwriter patented system completely resolves this issue !
Please watch video below for example comparing Starwriter's clean, structured data, to the dirty, unstructured data from almost all other clinical data sources.
So, from these examples in our video, it is becoming more apparent that with data from other companies – there is literally no way to determine critical data details we need for best analyses ! There is no way to determine data details, after the fact.
As seen in example in the video - we would only be able to determine that a pair of pants are jeans and they are blue, but we would certainly not be able to determine brand and size of our blue jeans, which are critical details for accurate assessments. We would only be able to make high level evaluations. Data from almost all other sources may have some high level info, while Starwriter data has the specificity and granular details needed for deepest insight and meaningful evaluation to determine effectiveness of your company's pharmaceutical and medical device products.
The Starwriter patented system is the solution to all of these challenges.
Please click button below to learn more about Starwriter benefits or complete contact form to talk with us !