
SAS EVAAS - Detailed Review
Education Tools

SAS EVAAS - Product Overview
Introduction to SAS EVAAS for K-12
SAS EVAAS (Education Visualization and Analytics Solution) for K-12 is a comprehensive analytics tool designed to support educators, administrators, and policymakers in improving student outcomes and educational practices.
Primary Function
The primary function of SAS EVAAS for K-12 is to analyze student data to provide insights into student growth, academic performance, and the effectiveness of instructional strategies. It helps in identifying areas of strength and opportunities for improvement, enabling educators to make data-driven decisions to enhance student learning.
Target Audience
The target audience for SAS EVAAS for K-12 includes educators, school administrators, policymakers, and parents. It is particularly useful for teachers who need to assess student progress, differentiate instruction, and inform parent-teacher conferences with objective data. It also supports school and district administrators in evaluating the effectiveness of educational programs and making strategic decisions.
Key Features
Student Growth Metrics
SAS EVAAS provides detailed reports on student growth, reflecting strengths and opportunities for improvement at the district, school, classroom, and individual student levels.
Individual Student Projections
The system predicts student success probabilities at various academic milestones, such as grade-level proficiency, high school graduation requirements, and college readiness indicators like the SAT and ACT.
Diagnostic Reports
These reports help identify students at risk of underachievement by analyzing their incoming academic preparedness and growth patterns within classrooms and subject areas.
Custom Interactive Scatterplots
Educators can visualize the impact of various growth metrics and compare student achievement against socioeconomic, demographic, and programmatic variables.
Customized Reports
The system offers flexibility in displaying information through district, school, and college readiness dashboards, as well as custom student list reports.
Student-Teacher Linkages
It connects and verifies students with their teachers, facilitating accurate growth analysis.
Human Capital Reports
These reports examine hiring practices and support the search for educational talent, helping in evaluating educator preparation programs and school improvement strategies.
Evaluation Dashboards
SAS EVAAS presents components of teacher evaluation and school and district accountability, summarizing key performance metrics.
By leveraging these features, SAS EVAAS for K-12 enables educators to make informed decisions, optimize instructional practices, and ensure that every student has the best chance to succeed.

SAS EVAAS - User Interface and Experience
User Interface Overview
The user interface of SAS EVAAS for K-12 is crafted to be intuitive and user-friendly, ensuring that educators, leaders, and policymakers can easily access and utilize the wealth of educational data it provides.Interactive Reports and Visualizations
SAS EVAAS offers a plethora of interactive reports that present data in a clear and visual manner. These reports include insights on student growth at the teacher, school, and district levels, trends in results across different student groups, and students’ current trajectory toward future academic benchmarks.Ease of Use
The interface is designed to be easy to use, with features such as a filter panel that allows users to customize the data they view. For example, users can compare years, tests, and subjects, or districts and schools, viewing up to four results simultaneously. This flexibility enables users to quickly and easily analyze different aspects of student performance.Customizable Options
Users have control over how data is presented through various measurement and grouping options. They can view the percentage of students reaching proficiency, sort results into different achievement groups, and even select specific students to include in custom graphs. The interface also allows for the addition of confidence bands and the viewing of box plots, providing a detailed and nuanced look at student data.Web-Based Reports
The reports are delivered via a secure and easy-to-understand website, making it accessible for a wide range of users. This web-based approach ensures that the data is readily available and can be accessed from various locations, enhancing convenience and usability.Diagnostic and Predictive Insights
The interface provides both diagnostic and predictive insights, helping educators reflect on past performance and plan for future needs. It offers tools to identify students who may need additional support or enrichment opportunities, and it informs parent-teacher conferences with objective information on student outcomes.User-Centric Design
The design of SAS EVAAS is focused on the specific needs of educators and educational leaders. It incorporates multiple sources of student data into a single web application, making it a comprehensive solution that supports school improvement and planning. This user-centric approach ensures that the interface is intuitive and effective for its intended users.Conclusion
Overall, the user interface of SAS EVAAS is designed to be engaging, easy to use, and highly informative, providing a valuable tool for educators to make data-driven decisions and support student learning.
SAS EVAAS - Key Features and Functionality
SAS EVAAS Overview
SAS EVAAS (Education Visualization and Analytics Solution) for K-12 is a comprehensive tool designed to support educators, educational leaders, and families in making data-driven decisions to improve student outcomes. Here are the main features and how they function:
Growth Reports
Growth reports help identify strengths and opportunities for improvement at the district, school, classroom, and student group levels. These reports reflectively analyze academic growth patterns over time, allowing educators to see what is working well and what needs adjustment. This feature helps in making informed decisions about curriculum and instructional strategies.
Diagnostic Reports
Diagnostic reports go beyond individual growth estimates to uncover growth and achievement trends among different types of learners. This helps educators and leaders to identify specific areas where certain student groups may need additional support or enrichment opportunities.
Individual Student Projections
EVAAS provides individual student projections that predict student success probabilities at various academic milestones, such as upcoming grade-level proficiency, high school graduation requirements, and college success indicators like the SAT and ACT. These projections are crucial for guiding counseling and intervention strategies to ensure students are on track to meet their academic goals.
Custom Interactive Scatterplots
These scatterplots allow users to visualize the impact of various growth metrics and compare student achievement or growth against socioeconomic, demographic, and programmatic variables. This feature helps ensure that all subgroups experience optimal educational outcomes by allowing users to select variables and drill down to detailed performance information.
Projection Reports
Projection reports summarize and customize aggregate student information to assist with educational planning. These reports help in predicting future academic performance and in making data-driven decisions about student scheduling and placement.
Student/Teacher Equity Reports
These reports display gaps among student groups in terms of teacher characteristics, such as student growth data. This helps in identifying and addressing inequities in educational opportunities and outcomes.
Human Capital Reports
Human capital reports examine hiring practice outcomes and support the search for educational talent. They also help in evaluating the effectiveness of educator preparation programs and identifying staff members who can serve in leadership or mentorship roles.
Evaluation Dashboards
Evaluation dashboards present and summarize components of teacher evaluation as well as school and district accountability. This feature helps in making data-driven decisions about professional development and school improvement planning.
Educator Preparation Program Reports
These reports analyze and reveal insights into the effectiveness of educator preparation strategies. This helps educational leaders in planning and improving professional development programs for teachers.
Roster Verification
Roster verification captures validated student-teacher linkages for use in growth analysis. This ensures accurate attribution of student growth to the correct teachers, which is essential for fair and effective teacher evaluations.
Linking Student Data
EVAAS incorporates multiple sources of student data, including state summative assessments, interim/diagnostic assessments, college readiness assessments, and student characteristics, into a single web application. This integrated approach provides a comprehensive view of student performance and needs.
AI Integration
While the primary documentation does not explicitly detail the integration of AI within SAS EVAAS for K-12, the solution relies heavily on advanced statistical models and analytics. These models, such as value-added models and projection analyses, are sophisticated and data-intensive, which can be seen as precursors to AI-driven analytics. The models used in EVAAS analyze large datasets to predict student outcomes, identify trends, and provide diagnostic insights, all of which are foundational elements that could be enhanced with AI in the future.
Conclusion
In summary, SAS EVAAS for K-12 leverages advanced analytics and statistical models to provide educators, leaders, and families with the tools needed to make informed, data-driven decisions. While AI is not explicitly highlighted in the current features, the analytical capabilities of EVAAS set a strong foundation for potential future integration with AI technologies.

SAS EVAAS - Performance and Accuracy
Evaluating the Performance and Accuracy of SAS EVAAS
Evaluating the performance and accuracy of SAS EVAAS (Education Visualization and Analytics Solution) for K-12 involves examining its features, benefits, and some of the criticisms it has faced.
Key Features and Benefits
SAS EVAAS is a comprehensive analytics solution that provides educators and educational leaders with powerful tools to improve student outcomes. Here are some of its key features:
- Data Integration: EVAAS incorporates multiple sources of student data, including state summative assessments, interim/diagnostic assessments, and college readiness assessments, into a single web application.
- Growth and Diagnostic Reports: It helps identify strengths and opportunities for improvement at various levels (districts, schools, classrooms, and student groups) and uncovers growth and achievement trends among different types of learners.
- Student Projections: EVAAS predicts student success probabilities at numerous academic milestones, enabling proactive planning and support.
- Equity and Human Capital Reports: The solution displays gaps among student groups and examines hiring practice outcomes to support the search for educational talent.
- Teacher Evaluation and Support: It provides tools for teacher evaluation, professional development planning, and identifying staff members for leadership roles.
Performance and Accuracy
While EVAAS offers significant benefits, there are also some limitations and areas for improvement:
- Validity and Reliability: Some studies have raised concerns about the validity and reliability of EVAAS, particularly in its value-added models (VAMs). A study in Houston found that EVAAS performed no better than other VAMs in terms of precision, reliability, and lack of bias. In fact, the study suggested that EVAAS might be more biased against certain teachers compared to other models.
- Correlations with Observations: The correlations between EVAAS scores and instructional practice scores derived from supervisor observations were found to be statistically significant but weak. This indicates that while EVAAS ratings were somewhat consistent with other evaluations, they were not significantly more precise or reliable than those from other VAMs.
- Transparency and Fairness: There are concerns about the transparency of the EVAAS model and its fairness, particularly since teachers of core subject areas may be disproportionately rewarded or punished based on calculations that may not be valid.
Areas for Improvement
- Model Transparency: Improving the transparency of the EVAAS model could help build trust among educators and policymakers. Currently, the model is less accessible and more enigmatic compared to other VAMs.
- Bias Reduction: Addressing the biases in the value-added estimates is crucial. The current model seems to yield more biased results than other VAMs, which can lead to unfair evaluations of teachers.
- Continuous Validation: Regularly validating the EVAAS model against other evaluation systems and observational data can help ensure its accuracy and reliability.
In summary, while SAS EVAAS provides valuable insights and tools for educational improvement, it faces challenges related to the validity, reliability, and fairness of its value-added models. Addressing these issues could enhance the overall performance and accuracy of the solution.

SAS EVAAS - Pricing and Plans
Pricing Structure for SAS EVAAS
The pricing structure and specific plans for SAS EVAAS (Education Value-Added Assessment System) are not explicitly outlined in the available resources. Here are some key points that can be gathered, but they do not include detailed pricing information:
Usage and Costs
- SAS EVAAS is used statewide in several states, including Tennessee, Ohio, Pennsylvania, South Carolina, and North Carolina. The state of North Carolina, for example, pays SAS a little more than $18 million over six years, which translates to about $3 million per year.
Features and Reports
- The system offers various features such as growth reports, diagnostic reports, individual student projections, custom interactive scatterplots, and projection reports. It also includes student/teacher equity reports, human capital reports, evaluation dashboards, and educator preparation program reports.
No Free Options for EVAAS Specifically
- While SAS provides free access to some of its software through SAS OnDemand for Academics, this does not include EVAAS. SAS OnDemand for Academics is geared more towards teaching and learning data management and analytics rather than the specific EVAAS system.
Contact for Pricing Information
Given the lack of detailed pricing information in the available resources, it is best to contact SAS directly or consult with educational institutions that use EVAAS to get accurate and up-to-date pricing details.

SAS EVAAS - Integration and Compatibility
SAS EVAAS for K-12
SAS EVAAS for K-12 is designed to integrate seamlessly with various educational systems and tools, ensuring compatibility and effective data utilization across different platforms and devices.
Integration with Student Information Systems
To use SAS EVAAS, districts need to integrate their Student Information System (SIS) with the relevant data hub. For example, in Michigan, districts must integrate their SIS with MiDataHub to provide the necessary student and teacher data. This integration involves publishing student-teacher linkages and student enrollment data for the current academic year.
Data Sources and Linkages
EVAAS incorporates multiple sources of student data, including state summative assessments, interim/diagnostic assessments, college readiness assessments, and student characteristics. It uses student identification variables such as last name, first name, birth date, Unique ID, and local Student ID to connect students across multiple years of data.
API Integrations
The integration process typically involves logging into the data hub (e.g., MiDataHub), selecting the appropriate district, and adding the EVAAS integration through the API Integration box. This process ensures that the necessary data is shared securely and accurately.
Compatibility with Assessment Systems
EVAAS is compatible with various assessment systems. For instance, it maps teacher-student linkages to specific assessments based on a course to subject mapping approved by the relevant educational authorities (e.g., TEA in Texas). It also excludes non-scorable assessment records and retest assessments to ensure data accuracy.
User Access and Reporting
The system creates user accounts for teachers and provides them with detailed reports based on the integrated data. These reports include student growth at the teacher, school, and district levels, trends in results across different student groups, and students’ current trajectory toward reaching future academic benchmarks.
Cross-Platform Accessibility
While the specific documentation does not detail cross-platform compatibility in terms of devices, the web-based application of EVAAS suggests that it can be accessed from various devices with internet connectivity. This accessibility is crucial for educators, leaders, and families who need to view and interact with the data from different locations.
Conclusion
In summary, SAS EVAAS for K-12 integrates with various educational tools and systems through secure API integrations, ensuring that it can leverage data from multiple sources to provide comprehensive and actionable insights for educators, leaders, and families.

SAS EVAAS - Customer Support and Resources
Customer Support Options
For support, you can contact the SAS EVAAS team through various channels:
Contact Us Link
Within the EVAAS application, there is a “Contact Us” link that allows you to reach out to the educator support team directly.
Email and Phone
While specific contact details for EVAAS are not provided, you can generally contact SAS Technical Support via email at support@sas.com or by phone using the numbers listed on the SAS Technical Support page. When contacting support, it is helpful to include detailed information such as your site number, product version, operating system, and a complete description of the problem you are experiencing.
Additional Resources
SAS EVAAS offers a range of resources to help you get the most out of the platform:
Virtual Learning Modules (VLMs)
These modules are available within the EVAAS application and cover topics such as District and School Value-Added reports, Teacher Value-Added and Diagnostics, and Student Reports. You can access these by clicking on the “e-Learning” option in the menu bar.
Interactive Webinars and Multimedia Modules
EVAAS provides professional development opportunities through interactive webinars and multimedia modules that explain how to use the reporting features to address real-world educational problems.
Online Help Guides
These guides help users interpret and apply the reports, providing instant answers to common questions.
ASPIRE Site Resources
Additional resources, including FAQs, Value-Added Training Modules, and EVAAS Myth Busters, are available on the ASPIRE site. These resources help clarify common misconceptions and provide deeper insights into the value-added models used by EVAAS.
Educational Content
To further support your use of EVAAS, there are various educational resources available:
Value-Added and Statistical Models
Detailed information on the statistical models used by EVAAS, as well as value-added training modules, can help you understand the methodology behind the reports.
Custom Reports and Data Export
EVAAS allows you to create custom reports and export data in various formats, which can be useful for independent use and research. This flexibility helps you tailor the information to your specific needs.
By leveraging these support options and resources, you can ensure that you are using SAS EVAAS effectively to maximize student academic potential and improve educational outcomes.

SAS EVAAS - Pros and Cons
Advantages of SAS EVAAS for K-12
SAS EVAAS for K-12 offers several significant advantages that make it a valuable tool for educators, administrators, and policymakers:Comprehensive Reporting and Analytics
Personalized Educational Planning
Data-Driven Decision Making
Teacher Evaluation and Support
Flexibility and Adaptability
Resource Optimization
Student Support and Outcomes
Security and Support
Disadvantages of SAS EVAAS for K-12
While SAS EVAAS offers many benefits, there are some potential drawbacks and considerations:Data Requirements
Methodological Comparisons
Limited External Validation
Dependence on Test Scores

SAS EVAAS - Comparison with Competitors
When comparing SAS EVAAS with other AI-driven education tools, several key features and differences stand out.
SAS EVAAS Unique Features
- Comprehensive Data Integration: SAS EVAAS stands out for its ability to incorporate multiple sources of student data, including state summative assessments, interim/diagnostic assessments, and student characteristics, into a single web application. This holistic approach helps educators and leaders make informed decisions based on a broad spectrum of data.
- Advanced Analytics and Predictive Insights: EVAAS uses mixed-model regression equations and adjusts for missing or partially missing historical data, providing more accurate and conservative estimates of teacher and school effectiveness. It also offers predictive insights to help identify students who may need additional support or enrichment opportunities.
- Support for Educational Leaders: EVAAS provides educational leaders with tools to advocate for resources, support professional development, identify staff leadership potential, and evaluate program effectiveness across different student groups. This makes it a valuable tool for school improvement planning and resource allocation.
Potential Alternatives and Comparisons
Adaptive Learning Platforms
- Smart Sparrow: This platform uses AI to personalize learning and provide real-time feedback, but it focuses more on interactive lessons and adaptive e-learning rather than the broad analytical capabilities of EVAAS. Smart Sparrow is more suited for individualized learning experiences rather than school-wide or district-level analytics.
- Edmentum: Similar to Smart Sparrow, Edmentum provides personalized learning experiences using machine learning algorithms. However, it lacks the extensive data integration and predictive analytics that EVAAS offers.
AI-Powered Tutoring and Assessment
- Querium and GradeSlam: These platforms use AI to provide personalized tutoring and real-time feedback, which is beneficial for individual students but does not match the scale and scope of EVAAS in terms of school and district-level analytics.
- Duolingo: While Duolingo uses AI for personalized language learning, it is highly specialized and does not offer the comprehensive educational analytics that EVAAS provides.
Digital Grading and Assessment Tools
- Gradescope: This tool focuses on digital grading and assessment with AI-assisted grading and rubric development. While useful for teachers, it does not offer the same level of analytical and predictive capabilities as EVAAS.
AI in Education by SAS
SAS also integrates AI capabilities into its education solutions, which can personalize the education experience, predict student success, and make campuses smarter. However, these AI capabilities are part of a broader suite of tools and do not replace the specific functionalities of EVAAS but rather complement them.
In summary, while other AI-driven education tools offer valuable features such as personalized learning, real-time feedback, and adaptive assessments, SAS EVAAS is unique in its comprehensive data integration, advanced analytics, and support for educational leaders at the school and district levels. If you are looking for a tool that can provide a holistic view of student performance and support strategic decision-making, EVAAS stands out as a strong option.

SAS EVAAS - Frequently Asked Questions
Here are some frequently asked questions about SAS EVAAS for K-12, along with detailed responses:
What is SAS EVAAS for K-12?
SAS EVAAS (Education Visualization and Analytics Solution) for K-12 is a comprehensive educational tool that provides educators, administrators, and policymakers with powerful analytics and reporting to improve student outcomes. It uses data from various assessments to assess the effectiveness of districts, schools, and teachers, and to predict individual student performance.
What types of data does SAS EVAAS for K-12 use?
SAS EVAAS incorporates multiple sources of student data, including state summative assessments, interim and diagnostic assessments, college readiness assessments, and student characteristics. This data is integrated into a single web application to provide a holistic view of student performance.
What are the key features of SAS EVAAS for K-12?
Key features include growth reports to identify strengths and opportunities for improvement, diagnostic reports to uncover trends among different types of learners, individual student projections to predict future academic success, and custom interactive scatterplots to visualize growth metrics. Additionally, it offers projection reports, student/teacher equity reports, human capital reports, and educator preparation program reports.
How does SAS EVAAS for K-12 support student growth and planning?
SAS EVAAS provides reflective value-added reports to assess the effectiveness of educators and proactive projection reports to predict individual students’ future performance. This helps educators differentiate instruction, identify at-risk students early, and facilitate data-driven school improvement planning. It also supports personalized educational planning at the student level.
Who can use SAS EVAAS for K-12?
SAS EVAAS is designed for teachers, principals, administrators, and policymakers. It offers customized reporting that helps these stakeholders make informed decisions about instructional strategies, resource allocation, and policy changes.
How does SAS EVAAS handle student and teacher mobility?
SAS EVAAS accommodates student and teacher mobility by including students with missing test scores in the analysis, which avoids biases that can occur from excluding such data. This approach provides more reliable estimates of effectiveness for districts, schools, and teachers.
What statistical models does SAS EVAAS use?
SAS EVAAS employs multivariate longitudinal models that analyze up to five years of data for individual students, simultaneously considering scores across all grades and subjects. This minimizes the influence of measurement error associated with individual assessments and increases the precision of the estimates.
How does SAS EVAAS support human capital decisions?
SAS EVAAS provides human capital reports that examine hiring practice outcomes and support the search for educational talent. It also offers evaluation dashboards to present and summarize components of teacher evaluation and school and district accountability.
Is SAS EVAAS flexible with different assessments?
Yes, SAS EVAAS can analyze tests on differing vertical or horizontal scales, ensuring continuity of reporting even when tests change over time. This flexibility allows policymakers to choose assessments that meet specific criteria such as reliability, correlation with curricular standards, and sufficient scale to measure achievement across all student levels.
How is the data processed and secured in SAS EVAAS?
The EVAAS team performs a secure transfer of student testing data, followed by read-in, merging, and quality control processes. The data is analyzed and reports are delivered through a secure, hosted website, ensuring accurate and reliable information on students’ growth.

SAS EVAAS - Conclusion and Recommendation
Final Assessment of SAS EVAAS for K-12
SAS EVAAS (Education Value-Added Assessment System) is a comprehensive and sophisticated tool in the education sector, particularly designed for K-12 institutions. Here’s a detailed assessment of its benefits, target users, and overall recommendation.
Key Benefits
- Student Growth Analysis: EVAAS provides valuable insights into student growth patterns, allowing educators to identify areas of strength and opportunities for improvement at the district, school, classroom, and individual student levels.
- Proactive Planning: The system offers projection reports and individual student projections, enabling educators to predict student success probabilities and develop customized plans to support each student’s academic journey.
- Data-Driven Decision Making: EVAAS supports educators in making informed decisions about curriculum, student support, and instructional strategies. It also helps in identifying students who need additional support or enrichment opportunities.
- Equity and Accountability: The system includes features like student/teacher equity reports and human capital reports, which help in examining hiring practices, teacher evaluations, and school improvement planning. This ensures equitable learning opportunities and effective use of resources.
- Interactive and Customizable Reports: EVAAS offers a range of interactive reports and dashboards that can be customized to meet specific needs. This includes growth reports, diagnostic reports, and projection reports, all accessible through a user-friendly web application.
Target Users
- Teachers: EVAAS helps teachers monitor student progress, differentiate instruction, and identify students who need additional support or enrichment. It also informs parent-teacher conferences with objective data on student outcomes.
- Educational Leaders: Principals, administrators, and policymakers can use EVAAS to advocate for resources, support professional development, identify leadership potential among staff, and make data-driven decisions on student scheduling and placement.
- Policymakers: EVAAS provides policymakers with the data needed to evaluate policies, address access and opportunity gaps, and inform decisions on student growth and preparedness for college and career options.
- Families: Parents can use EVAAS to view their students’ past academic performance, understand their current trajectory, and collaborate with educators to plan their students’ educational pathways.
Overall Recommendation
SAS EVAAS for K-12 is an invaluable tool for any educational institution aiming to enhance student outcomes and improve instructional practices. Here are some key points to consider:
- Comprehensive Reporting: EVAAS offers a wide range of reports that cater to various stakeholders, from teachers to policymakers, providing a holistic view of student performance and growth.
- Proactive Insights: The system’s ability to predict student success and identify at-risk students early allows for timely interventions, which can significantly impact student achievement.
- Flexibility and Customization: EVAAS accommodates different types of assessments, teaching arrangements, and policy changes, making it adaptable to various educational environments.
- User-Friendly Interface: The interactive web application and customizable reports make it easier for educators and administrators to access and utilize the data effectively.
In summary, SAS EVAAS for K-12 is a powerful tool that can help educators, leaders, and policymakers make data-driven decisions to improve student outcomes. Its comprehensive reporting, proactive insights, and flexibility make it an essential resource for any K-12 institution committed to maximizing student potential.