
This is the first version of the 2025–26 General Catalog. Please check back regularly for changes. The final edition and the historical PDF will be published during the fall semester.
Learning Outcomes
Graduate students will:
- gain course-specific knowledge and skills as required to perform well in their specialties (as demonstrated by completing their required courses in their specialty/major area with a grade-point average of 3.00 or higher);
- demonstrate integrated substantive knowledge and skills that can be applied to solve novel professional-level problems (as demonstrated by completing their final examinations satisfactorily and by completing their thesis proposals with committee approval);
- demonstrate required clinical practice skills and researcher autonomy (as demonstrated by satisfactory completion of all required practicums and/or internships, and required thesis defenses/article submissions as appropriate for their degrees);
- demonstrate initial engagement with, and commitment to, professional ethics, professional development, lifelong learning, and service to the profession (as demonstrated by participation and engagement in the appropriate state, regional, and national organizations as appropriate for their degrees);
- demonstrate entry-level professional qualifications (as demonstrated by being qualified to take any licensing exams that are required for practice and/or employment); and
- be qualified for suitable employment or postdoctoral appointments upon graduation (as reported on annual Qualtrics surveys).
The Master of Arts program in psychological and quantitative foundations with an educational measurement and statistics subprogram requires a minimum of 30 s.h. of graduate credit along with passing a final examination, and is offered with or without thesis. Students are expected to maintain a UI cumulative grade-point average of at least 2.75.
The program provides students with basic knowledge of educational measurement and research methodology. Graduates find employment in large school systems, state departments of education, test publishing organizations, and research centers. The program is also appropriate for students who wish to broaden their knowledge of measurement and research methodology for personal development or professional improvement in the context of a concurrent PhD program in other areas.
The MA in psychological and quantitative foundations with an educational measurement and statistics subprogram requires the following work.
Required Courses
Course # | Title | Hours |
---|---|---|
All of these: | ||
PSQF:4143 | Introduction to Statistical Methods (or equivalent with advisor approval) | 3 |
PSQF:6220 | Quantitative Educational Research Methodologies (or equivalent with advisor approval) | 3 |
PSQF:6243 | Intermediate Statistical Methods | 3 |
PSQF:6246 | Design of Experiments | 3 |
PSQF:6255 | Construction and Use of Evaluation Instruments | 3 |
PSQF:6257 | Educational Measurement and Evaluation | 3 |
Required Concentration Areas
Measurement
Course # | Title | Hours |
---|---|---|
At least one of these: | ||
PSQF:6249 | Factor Analysis and Structural Equation Models | 3 |
PSQF:6258 | Theory and Technique in Educational Measurement | 3 |
PSQF:6260 | Diagnostic Assessment | 3 |
PSQF:6262 | Item Response Theory | 3 |
PSQF:7355 | Seminar: Educational Measurement and Evaluation | 3 |
PSQF:7358 | Equating and Scaling of Educational Tests | 3 |
PSQF:7375 | Topics in Educational Measurement and Statistics | 3 |
PSQF:7455 | Generalizability Theory | 3 |
Statistics
Course # | Title | Hours |
---|---|---|
At least one of these: | ||
PSQF:6248 | Research Synthesis and Meta-Analysis | 3 |
PSQF:6250 | Computer Packages for Statistical Analysis | 3 |
PSQF:6252 | Introduction to Multivariate Statistical Methods | 3 |
PSQF:6254 | Causal Inference and Observational Designs | 3 |
PSQF:6270 | Generalized Linear Models | 3 |
PSQF:6271 | Longitudinal Multilevel Models | 3 |
PSQF:6272 | Clustered Multilevel Models | 3 |
PSQF:7355 | Seminar: Educational Measurement and Evaluation | 3 |
PSQF:7375 | Topics in Educational Measurement and Statistics | 3 |
Related Courses
Course # | Title | Hours |
---|---|---|
One of these: | ||
PSQF:5165 | Introduction to Program and Project Evaluation | 3 |
PSQF:6200 | Educational Psychology | 3 |
PSQF:6204 | Foundations of the Learning Sciences | 3 |
PSQF:6214 | Design of Learning Environments: Theory, Practice, and Method | 3 |
PSQF:6281 | Cognitive Theories of Learning | 3 |
Electives
Nonthesis students choose 3 s.h. from any of the courses in the preceding lists or another course approved by the advisor. For students completing a thesis, PSQF:7393 MA Thesis in Psychological and Quantitative Foundations (3 s.h.) is required.
Final Examination
Nonthesis
Nonthesis students must complete a written and an oral final examination at the end of their program of study. Students will work with their advisors to form a three-person final examination committee that is comprised of at least two faculty from the educational measurement and statistics subprogram. The exam will emphasize the required core courses of the degree program and provide students with the opportunity to demonstrate their depth of learning from the program. The exact details and format of the final exam will be determined by the final examination committee. Upon passing the written examination, students will then have an oral examination in which they will answer additional questions regarding their written responses or other relevant topics. Passing the oral examination completes the requirements for the final examination.
Thesis
Thesis students will complete a written thesis and an oral final examination. The thesis should report the results of original research in a manuscript style that is suitable for potential submission for publication (submission for publication is not a thesis requirement). The topic, scope, and research plan should be approved in advance by a three-person committee that is comprised of at least two faculty from the educational measurement and statistics subprogram. Upon passing the thesis submission, students will then have an oral examination in which they will answer additional questions regarding their thesis or other relevant topics. Passing the oral examination completes the requirements for the final examination.
Admission
Applicants must meet the admission requirements of the Graduate College. Completion of at least one college mathematics course and experience as a teacher or researcher are desirable. Applicants who do not meet these requirements but who show offsetting evidence of superior ability may be granted conditional admission.
The Master of Arts program in psychological and quantitative foundations with a learning sciences and educational psychology subprogram has a strong emphasis on how theory and research inform the understanding of learners, learning, instruction, and the technology and environments in which learning and instruction occur. The program requires a minimum of 30 s.h. of graduate credit. Students are expected to maintain a UI cumulative grade-point average of at least 2.75. A thesis is not required.
The curriculum includes courses in the theories of the learning sciences, the design of effective learning environments and technologies, and the implementation of instructional design. Elective opportunities allow students to choose an interest area to develop a multidisciplinary specialization. Current areas include technology and media, learning in the disciplines, human development and motivation, and measurement and evaluation. The capstone experience of the program is an internship/practicum/portfolio that allows students to apply knowledge of the learning sciences in a context of interest. Students develop a program of study in consultation with their advisor.
Full-time students typically take at least 9 s.h. each semester, with the option of additional summer session work; they usually complete the program in four semesters. Part-time students take 3–6 s.h. each semester; they usually complete the degree in two or three years.
Students may apply substitute equivalent coursework from another institution or department for required or recommended courses.
The MA in psychological and quantitative foundations with a learning sciences and educational psychology subprogram requires the following coursework.
Required Courses
Course # | Title | Hours |
---|---|---|
All of these: | ||
PSQF:6200 | Educational Psychology | 3 |
PSQF:6203 | Tools and External Representations in Individual and Social Learning | 3 |
PSQF:6204 | Foundations of the Learning Sciences | 3 |
PSQF:6205 | Design of Instruction | 3 |
PSQF:6214 | Design of Learning Environments: Theory, Practice, and Method | 3 |
PSQF:6281 | Cognitive Theories of Learning | 3 |
PSQF:6299 | MA Project: Portfolio/Internship/Practicum | 3 |
One of these: | ||
PSQF:6208 | Digital Media and Learning | 3 |
PSQF:6215 | Online Instruction: Design and Facilitation | 3 |
Electives
Elective opportunities allow a student to choose an area of interest to develop a multidisciplinary specialization. Students choose 6 s.h. from any of the following courses.
Technology and Media
Course # | Title | Hours |
---|---|---|
PSQF:4760 | Participatory Learning and Media: Creating, Remixing, Making, and Education | 3 |
PSQF:6208 | Digital Media and Learning (if not taken as a required course) | 3 |
PSQF:6211 | Universal Design and Accessibility for Online Instruction | 3 |
PSQF:6215 | Online Instruction: Design and Facilitation (if not taken as a required course) | 3 |
PSQF:6216 | Tools and Utilities for Online Teaching | 3 |
Learning in the Disciplines
Course # | Title | Hours |
---|---|---|
EDTL:4630 | Psychology of Music | 3 |
EDTL:5610 | Foundations of Music Education Curricula | 3 |
EDTL:6267 | Seminar: Current Issues in Art Education | 3 |
EDTL:6315 | MA Seminar: English Education | 3 |
EDTL:6483 | Multilingual Education and Applied Linguistics | 3 |
EDTL:6570 | Foundation of School STEM Curriculum | 3 |
EDTL:6757 | Learning in the Science Classroom | 3 |
EDTL:6758 | Writing in the Science Classroom | 3 |
EDTL:6833 | History and Foundations of Social Studies Education | 3 |
Human Development and Motivation
Course # | Title | Hours |
---|---|---|
PSQF:4106 | Child Development | 3 |
PSQF:4111 | Human Motivation | 3 |
PSQF:4133 | The Adolescent and Young Adult | 3 |
PSQF:6206 | Advanced Child Development | 3 |
PSQF:6213 | Advanced Lifespan Development | 3 |
Measurement and Evaluation
Course # | Title | Hours |
---|---|---|
PSQF:4143 | Introduction to Statistical Methods | 3 |
PSQF:4740 | Issues in K-12 Assessment | 3 |
PSQF:5165 | Introduction to Program and Project Evaluation | 3 |
PSQF:6220 | Quantitative Educational Research Methodologies | 3 |
PSQF:6257 | Educational Measurement and Evaluation | 3 |
PSQF:6265 | Program Evaluation | 3 |
Admission
Applicants must meet the admission requirements of the Graduate College, including the minimum grade-point average; see the Manual of Rules and Regulations on the Graduate College website.
Sample Plans of Study
Sample plans represent one way to complete a program of study. Actual course selection and sequence will vary and should be discussed with an academic advisor. For additional sample plans, see MyUI.
Psychological and Quantitative Foundations, MA
- Educational Measurement and Statistics Subprogram
- Learning Sciences and Educational Psychology Subprogram
Educational Measurement and Statistics Subprogram
This sample plan is currently being reviewed and will be added at a later date.
Learning Sciences and Educational Psychology Subprogram
This sample plan is currently being reviewed and will be added at a later date.