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REVIEW published: 23 September 2019 DOI: 10.3389/fphar.2019.00984Administrative Data Linkage in Brazil: Potentials for Health Technology Assessment M Sunni Ali1,2,3×, Maria Yury Ichihara3,4, Luciano
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How to fill out administrative data linkage in

01
To fill out administrative data linkage, follow these steps:
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Start by collecting all the necessary administrative data that needs to be linked.
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Once you have the data, identify the key variables or identifiers that can be used to link the data together.
04
Clean and standardize the data to ensure consistency and accuracy.
05
Determine the preferred method of linkage, whether it's using common identifiers, probabilistic matching, or deterministic matching.
06
Implement the chosen method of linkage and perform the necessary data processing to link the administrative data.
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Validate the linked data to ensure the linkage was successful and accurate.
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Document the linkage process, including the methods used and any assumptions made.
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Finally, analyze and interpret the linked administrative data to extract meaningful insights.

Who needs administrative data linkage in?

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Administrative data linkage is needed by various organizations and individuals, including:
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- Researchers and academics who require linked data for their research studies.
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- Government agencies and policymakers who need to track and analyze population-level trends.
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- Healthcare providers and public health agencies who need to monitor health outcomes and healthcare utilization.
05
- Social service organizations who aim to improve service delivery and target resources effectively.
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- Statisticians and analysts who want to enhance the quality and accuracy of statistical data.
07
- Private companies and market researchers who need to gain insights into consumer behavior and preferences.
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- Non-profit organizations and advocacy groups who want to assess the impact of their programs and initiatives.
09
- Data scientists and machine learning practitioners who use linked data for training models and making predictions.
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- Any individual or organization that wants to gain a deeper understanding of complex societal issues through data analysis.
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Administrative data linkage refers to the process of connecting and combining data from different administrative sources to provide a comprehensive view of information that is relevant for analysis and reporting.
Entities or individuals who collect or use administrative data and are subject to specific regulatory requirements or guidelines are required to file administrative data linkage.
To fill out administrative data linkage, one must complete the designated forms by providing accurate data from various sources as required, ensuring all necessary fields are filled, and submitting the forms by the specified deadline.
The purpose of administrative data linkage is to enhance data accuracy, allow for comprehensive analysis, streamline reporting processes, and improve decision-making based on the combined information from various administrative records.
The information that must be reported includes data fields such as entity identification, relevant dates, types of services provided, outcomes, and any other metrics as required by regulatory authorities.
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