Dr. Denis Jarvinen

President of Strategic Measurement and Evaluation, Inc.


Dr. Jarvinen is a recognized authority in the assessment industry with over 20 years of practical experience managing the design, development, scoring, and psychometric analysis of large-scale assessment programs. Across the many projects on which he has worked, he has developed a deep understanding of the challenges faced by public and private organizations as they seek to create meaningful assessment systems.  This understanding allows him to identify assessment solutions that meet the needs of his clients and that are consistent with professional assessment standards.

Dr. Jarvinen has managed major educational assessment projects at the district, state, and national levels. He has worked with administrators and educators in places such as Baton Rouge, Oakland, and Cleveland to develop customized assessment programs matched to local needs. At the state level, he has led content development efforts for state assessment programs in Illinois, Oregon, Wisconsin, Michigan, Ohio, and Delaware. Although each project was unique, many of the activities and responsibilities were similar across each assignment. For example, in Illinois, Dr. Jarvinen managed the development of new test content for the state’s mathematics, science, and social science tests at all tested grades for almost a decade. His responsibilities included 1) working with the State Board of Education staff and committees of Illinois educators to translate the state’s test specifications into specific item targets 2) recruiting and training item writers to produce high-quality items aligned to those targets, 3) direct supervision of the item review process, including bias and sensitivity reviews, 4) monitoring the test production process to ensure the item content was presented as intended, 5) completing the psychometric analyses needed to establish the quality of the items, and 6) auditing the equating and scaling process.  His knowledge of the assessment development cycle ensured that the final assessments met the highest standards for validity, reliability, and fairness.  Of particular note, as part of his work with Illinois, Dr. Jarvinen managed a team that implemented one of the first open-ended mathematics scoring rubrics ever employed in a large-scale statewide assessment.

At the national level, Dr. Jarvinen was the lead psychometrician and program evaluator on a multi-year, multi-million dollar project funded by the United States Department of Homeland Security that focused on the redesign of the naturalization test for United States citizenship. Among other duties, Dr. Jarvinen had primary responsibility for the design of sampling plans and the completion of psychometric analyses associated with a national field test of new constructed-response items developed to assess the English language skills of applicants for United States citizenship. Dr. Jarvinen was responsible for recruiting and working with teams of national content experts to develop the scoring rubrics needed for the project.   He was also responsible for effectively communicating the results of the project to representatives of key stakeholder groups across the country, to members of the National Research Council’s Board on Testing and Assessment, and to members of Congress.

In the mid 1990s, Dr. Jarvinen led the development of an educational scoring center devoted to the hand-scoring of performance assessment items administered in large-scale assessment programs. This project included the selection and installation of scanning hardware and software, establishing procedures for the recruitment and training of the professional scoring staff, the development of quality assurance procedures, and the real time analysis of scored data.  The success of the first center led to the development of additional scoring sites.  By the end of the 1990s, Dr. Jarvinen was managing a series of scoring centers that employed approximately 1,000 scorers and processed over 10 million student responses during a single scoring cycle.

Since founding Strategic Measurement and Evaluation, Inc. (SME), Dr. Jarvinen has continued this focus on the development of meaningful assessments and the valid and reliable scoring of student responses to constructed-response items. SME maintains two educational scoring centers (in Champaign, Illinois and Lafayette, Indiana) and provide services for a number of large-scale scoring projects that incorporate both multiple-choice and constructed-response items. During the 2009 spring scoring season, the centers scored approximately 1.4 million performance assessment items and all projects were completed accurately and on schedule.

Underlying Dr. Jarvinen’s practical achievements in the areas of assessment development and the scoring of constructed-response items is a strong foundation in psychometric theory.  Dr. Jarvinen regularly completes psychometric work that requires the thoughtful application of techniques associated with both Classical Test Theory and Item Response Theory.  Among other projects, Dr. Jarvinen currently serves as the contractor’s lead psychometrician for the Michigan English Language Proficiency Assessment.  Dr. Jarvinen is also experienced in the application of statistical techniques to detect differential item functioning (DIF) and was one of the first researchers to apply differential item functioning analyses to polytomous items in the analysis of rating scale data.

Dr. Jarvinen holds a Ph.D. and an M.S.in Educational Psychology from Purdue University. He is a member the American Educational Research Association where he is a frequent presenter at national conferences.