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IIS Data Quality Practices - To Monitor and Evaluate Data at Rest

The purpose of the guide is to provide practical guidance on techniques, methodologies, and processes for IIS to use in assessing the quality of data at rest. This data includes demographic and immunization record information that is currently in the live, pro...

IIS Reintegration of Cleansed Addresses and Geocodes

This document builds upon the previous implementation guide and provides a more in-depth exploration of address cleansing for IIS programs. The document also provides guidance for reintegrating validated and standardized addresses and geocodes back into IIS

MQE Project Tools and Documents

MQE Project Tools and Documents

Issued on September 30, 2018 by AIRA

Tools and documents to support the Message Quality Evaluation (MQE) Tool

Sentinel Site Denominator Inflation Project

Six IIS sites, all funding recipients from the CDC Sentinel Site Project, participated in collaborative analyses to identify and measure the effect of Denominator Inflation in their IIS.

Incentivizing Use of Geocodes

Incentivizing Use of Geocodes

Issued on May 29, 2018 by AIRA

Information about AIRA's geocoding contest, which was created to incentivize participation in SmartyStreets, the no-cost address cleansing and geocoding service available to all IIS programs.

IIS Joint Development and Implementation Message Quality Evaluation Tool Business Case

Draft business case for the IIS Joint Development and Implementation (JDI) Message Quality Evaluation (MQE) tool

IIS Joint Development and Implementation Message Quality Evaluation Tool Overview and Functional Requirements

Draft overview and functional requirements for the IIS Joint Development and Implementation (JDI) Message Quality Evaluation (MQE) tool

Advanced HL7 for IIS

Advanced HL7 for IIS

Issued on January 26, 2018 by PHII

This course builds on HL7 Basics to dive deeper into how HL7 works. Learners will explore conformance, constraints, and message profiles. We'll also cover how the Implementation Guide constrains the HL7 standard, how local specifications are set up, and how co...

IIS Data Quality Practices - Monitoring and Evaluating Data Submissions

This resource for the IIS community focuses on the ongoing data monitoring and evaluation process for incoming data submissions

IIS Implementation Guidance for a Shared Address Cleansing & Geocoding Service

How an IIS can use and integrate the SmartyStreets address cleansing and geocoding service into its organization. Interested IIS can find more information about the service and how to enroll in it on the Address Cleansing Service webpage.

A description of the pilot program conducted as proof-of-concept for the shared address cleansing and geocoding service recommended by the Joint Development and Implementation Workgroup. More context about the pilot can be found on the Address Cleansing Servi...

Data Validation Guide for the IIS Onboarding Process

This guide provides recommendations on the data validation process within onboarding. This is the first resource of a multi-year project that will look at different aspects of IIS data quality

Effects of Health Level 7 Messaging on Data Quality in New York City’s Immunization Information System, 2014

Article | A comparison of the quality of data reported through a real-time HL7 Web Service with data submitted through other methods

An examination of what types of address cleansing and geocoding services would be most useful for the IIS community. More context about the project can be found on the Address Cleansing webpage

The Impact of Electronic Health Record (EHR) Interoperability on IIS Data Quality

Article | An evaluation of the impact of EHR interoperability on the quality of immunization data in the North Dakota IIS

This article found that health care organizations that submit electronic data to IIS should be aware that the technical decision to use the HL7 format, particularly if real-time data exchange is employed, can result in more timely and accurate data. This will ...

Meeting slides, environmental scan, initial findings and final report

Immunization Information Systems Patient-Level Deduplication Best Practices

Document | This resource is designed to be read by programmatic, technical, and operational experts who are involved in creating or maintaining an IIS. The document intends to bridge the gap between technical and program staff so they can have a mutual underst...

Data Quality Assurance in Immunization Information Systems: Selected Aspects

This guide has been retired and replaced by the 2022 MIROW Data Quality Assurance in Immunization Information Systems guide. Please email info@immregistries.org to request the archived document

Data Quality Assurance in Immunization Information Systems: Incoming Data

This guide has been retired and replaced by the 2022 MIROW Data Quality Assurance in Immunization Information Systems guide. Please email info@immregistries.org to request the archived document