Courses
M.Ed. Curriculum - 30 Minimum Total Hours
Core Program Courses (Core Required of All Students, Preferably in the Order Listed) - 15 Credit Hours
ECI 511 - Introduction to Learning Design and Technology
Units: 3
Introduction to the Learning, Design, and Technology master's program at North Carolina State University and to the field of instructional design and educational technology, with an investigation of relevant careers, important theories and models guiding practice, and noteworthy research findings by area.
Offered in Fall and Summer
ECI 515 - Cultural Investigations and Technical Representations in Education
Units: 3
Examination of contemporary approaches that educators can use to help their students construct cultural understanding in education settings through investigations and technical representations of culture with emerging tools [e.g., mapped cultural tours, AR/VR heritage exhibition, documentary, social media, games, fabrication, data analytics and visualization].
Offered in Fall Only
ECI 516 - Design and Evaluation Of Instructional Materials
Units: 3
Characteristics and selection of various media for instruction and their use in educational settings. Design and production of instructional materials. Analysis of research in the field. Individualized projects and assignments. Application of grounded research and theory concerning learning to design of instructional materials. Structured projects and practical experiences used to transfer design principles and evaluate instructional products.
Offered in Fall and Spring
ECI 517 - Theoretical Foundations of Advanced Learning Environments
Units: 3
Examination and application of behavioral, cognitive, and constructivist theoretical frameworks underlying the design and development of advanced technology-enhanced learning environments.
Offered in Fall Only
YEAR: Offered Alternate Odd Years
ECI 652 - Field-Based Applications of Learning Design and Technology
Units: 1 - 6
Supervised opportunities to design, test, and revise learning design and technology solutions in authentic, field-based settings.
Offered in Fall and Spring
TYPE: Internship Course
YEAR: Offered Alternate Odd Years
*General Program Courses - 15 Credit Hours
ECI 502 - Technology Program Evaluation
Units: 3
This course is about evaluation of instructional technology programs, which is the systematic process of collecting and analyzing data in order to determine whether and to what degree program goals have been or are being achieved.
Offered in Fall and Spring
ECI 503 - Media, Technology, and Open Learning
Units: 3
This course covers how different forms of media are used, produced, and disseminated for instruction as well as how technologies can help and hinder the learning process. The course explores how media, text, and technology intersect and benefit students who anticipate authoring or sharing instructional media and texts as well as how materials are authored and managed in an instructional context. Course activities focus on issues related to the open learning movement [e.g., open courseware, open software, open educational resources] and the ways in which technology is used to make instructional media and texts available to a wide audience. The course includes a focus on technologies used to create and share media/texts and concerns related to copyright, authorship, and sharing.
Offered in Spring and Summer
YEAR: Offered Alternate Odd Years
ECI 512 - Emerging Technologies for Teaching and Learning
Units: 3
Examination of emerging technologies as applied in educational settings with a focus on related research, case studies, theoretical underpinnings, and strategies for effective integration.
Offered in Spring and Summer
ECI 513 - Video for Teaching and Learning
Units: 3
This course will explore the creation, development, distribution, and application of video as an instructional modality in various settings. It will cover the theoretical, technical, and practical aspects of creating effective educational videos, which includes the planning, production, editing, and distribution of video content for different audiences and learning goals. Students will learn about different video formats and styles and the tools and techniques used to create them. Additionally, students will learn how to take an instructional design based approach to planning, creating, and distributing videos with a focus on the impact and effectiveness of video content and how it integrates into different teaching and learning contexts.
Offered in Fall Spring Summer
ECI 514 - Developing and Delivering Online Instruction
Units: 3
Examination of learning theories and research-based principles to design and apply appropriate digital tools to create maximally effective educational products.
Offered in Spring Only
TERM: Offered in Fall and Spring
ECI 518 - Digital Learning Program and Staff Development
Units: 3
Study and application of principles related to digital learning program planning, facilities and resource management, and staff development in K-12 settings.
Offered in Fall Only
YEAR: Offered Alternate Even Years
ECI 519 - Special Problems in Learning Design and Technology
Units: 3
In-depth study of topical problems in Learning Design and Technology selected from areas of current concern to practitioners in education.
Offered in Fall Spring Summer
ECI 721 - Technology and Informal Learning Environments
Units: 3
Survey of theory and research grounding popular informal after-school technology environments, such as computer clubhouses, music studios, video clubs, coding camps, robotics clubs, and makerspaces. Examination of strategies for planning experiential, hands-on activities supportive of informal learning, sourcing necessary materials, outfitting spaces, facilitating student design and collaboration, and engaging the community and other resources to sustain facilities/clubs.
Offered in Fall Only
ECI 722 - Theory and Research in Distance Education
Units: 3
Introduction to distance education foundations, models, and underlying theories. Analysis of distance education research findings, research and evaluation methods, and management in varied settings--virtual schools, higher education, continuing education, and corporate e-learning. Application of distance education standards and research-based findings to the design of original course plans and materials prototypes, including appropriate recommendations for online teaching and community building, online student support, and online student assessment.
Offered in Spring Only
Analytics Program Courses (Tied to the Four-Course Graduate Certificate in Learning Analytics)
ECI 586 - Introduction to Learning Analytics
Units: 3
As the use of digital resources continues expand in education, an unprecedented amount of new data is becoming available to educational researchers and practitioners. In response, Learning Analytics [LA] has emerged over the past decade as an interdisciplinary field encompassing Learning [e.g. educational technology, learning and assessment sciences], Analytics [e.g. visualization, computer/data sciences], and Human-Centered Design [e.g. usability, participatory design]. This course will provide students with an overview of the field, examples of its use in educational contexts, and applied experience with widely adopted tools and techniques for working with and exploring data. As participants gain experience in the collection, analysis, and reporting of data throughout the course, they will be better prepared help educational organizations understand and improve learning and the contexts in which learning occurs.
Offered in Fall Only
ECI 587 - Machine Learning in Education
Units: 3
This class is meant to teach the practical side of machine learning for applications in mining educational data. There will be a heavy project focus, and when you have completed the course, you should be fully prepared to attack new problems using machine learning in the field of education.
Offered in Fall Only
ECI 588 - Text Mining in Education
Units: 3
This course will provide students with an overview of text mining as an analytical approach in education research, examples of its use in educational contexts, and applied experience with widely adopted tools and techniques [e.g. topic modeling and sentiment analysis]. Students develop practical skills in the collection, analysis, and reporting of text data form sources such as Learning Management Systems, social media, and other online sources. Students can complete projects using a programming approach with R, a popular free open source software program for data science, or using non-programming point-and-click tools [i.e., SAS Visual Text Analytics].
Offered in Spring Only
ECI 589 - Social Network Analysis in Education
Units: 3
Although social network analysis and its educational antecedents date back to the early 1900s, the popularity of social networking sites like Twitter and Facebook have raised awareness of and renewed interests in networks and their influence. As the use of digital resources continues expand in education, data collected by these educational technologies has also greatly facilitated the application of network analysis to teaching and learning. This introductory course is designed to prepare researchers and practitioners to apply network analysis in order to better understand and improve student learning and the contexts in which learning occurs. This course will provide students with an overview of social network theory, examples of network analysis in educational contexts, and applied experience with widely adopted tools and techniques. As participants gain experience in the collection, analysis, and reporting of data throughout the course, they will be better prepared help educational organizations understand and improve both
Offered in Spring Only
Curriculum Notes
All new students should take ECI 511 during their first summer or fall semester in the program.
Students must take ECI 652 during their last fall or spring semester in the program– this course includes the capstone portfolio as well as the capstone design project or internship that must be completed prior to graduation.
The four-course ECI 586-589 sequence will earn a student an official graduate certificate in learning analytics. The student must apply for the certificate program separately, but can earn the certificate while enrolled in either master's program. Students can substitute some analytics courses for "general program courses" depending on their interest in learning analytics. Licensed teachers planning to apply for the 079 computer teacher endorsement and/or 077 tech specialist endorsement on their teaching license upon graduation should primarily take core/general courses as analytics courses are not DPI-approved to count toward the 079/077 endorsements.
*Possible Substitute Courses
Students may negotiate substitute courses for “Other Program Courses” with their advisor, if needed or as appropriate for their career goals.
M.S. Curriculum - 36 Minimum Total Hours
Core Program Courses (Required of All Master’s Students, Preferably in the Order Listed) - 12 Credit Hours
ECI 511 - Introduction to Learning Design and Technology
Units: 3
Introduction to the Learning, Design, and Technology master's program at North Carolina State University and to the field of instructional design and educational technology, with an investigation of relevant careers, important theories and models guiding practice, and noteworthy research findings by area.
Offered in Fall and Summer
ECI 516 - Design and Evaluation Of Instructional Materials
Units: 3
Characteristics and selection of various media for instruction and their use in educational settings. Design and production of instructional materials. Analysis of research in the field. Individualized projects and assignments. Application of grounded research and theory concerning learning to design of instructional materials. Structured projects and practical experiences used to transfer design principles and evaluate instructional products.
Offered in Fall and Spring
ECI 517 - Theoretical Foundations of Advanced Learning Environments
Units: 3
Examination and application of behavioral, cognitive, and constructivist theoretical frameworks underlying the design and development of advanced technology-enhanced learning environments.
Offered in Fall Only
YEAR: Offered Alternate Odd Years
ECI 652 - Field-Based Applications of Learning Design and Technology
Units: 1 - 6
Supervised opportunities to design, test, and revise learning design and technology solutions in authentic, field-based settings.
Offered in Fall and Spring
TYPE: Internship Course
YEAR: Offered Alternate Odd Years
*General Program Courses - 24 Credit Hours
ECI 502 - Technology Program Evaluation
Units: 3
This course is about evaluation of instructional technology programs, which is the systematic process of collecting and analyzing data in order to determine whether and to what degree program goals have been or are being achieved.
Offered in Fall and Spring
ECI 503 - Media, Technology, and Open Learning
Units: 3
This course covers how different forms of media are used, produced, and disseminated for instruction as well as how technologies can help and hinder the learning process. The course explores how media, text, and technology intersect and benefit students who anticipate authoring or sharing instructional media and texts as well as how materials are authored and managed in an instructional context. Course activities focus on issues related to the open learning movement [e.g., open courseware, open software, open educational resources] and the ways in which technology is used to make instructional media and texts available to a wide audience. The course includes a focus on technologies used to create and share media/texts and concerns related to copyright, authorship, and sharing.
Offered in Spring and Summer
YEAR: Offered Alternate Odd Years
ECI 504 - Digital Accessibility for Learning, Design and Technology
ECI 512 - Emerging Technologies for Teaching and Learning
Units: 3
Examination of emerging technologies as applied in educational settings with a focus on related research, case studies, theoretical underpinnings, and strategies for effective integration.
Offered in Spring and Summer
ECI 513 - Video for Teaching and Learning
Units: 3
This course will explore the creation, development, distribution, and application of video as an instructional modality in various settings. It will cover the theoretical, technical, and practical aspects of creating effective educational videos, which includes the planning, production, editing, and distribution of video content for different audiences and learning goals. Students will learn about different video formats and styles and the tools and techniques used to create them. Additionally, students will learn how to take an instructional design based approach to planning, creating, and distributing videos with a focus on the impact and effectiveness of video content and how it integrates into different teaching and learning contexts.
Offered in Fall Spring Summer
ECI 514 - Developing and Delivering Online Instruction
Units: 3
Examination of learning theories and research-based principles to design and apply appropriate digital tools to create maximally effective educational products.
Offered in Spring Only
TERM: Offered in Fall and Spring
ECI 515 - Cultural Investigations and Technical Representations in Education
Units: 3
Examination of contemporary approaches that educators can use to help their students construct cultural understanding in education settings through investigations and technical representations of culture with emerging tools [e.g., mapped cultural tours, AR/VR heritage exhibition, documentary, social media, games, fabrication, data analytics and visualization].
Offered in Fall Only
ECI 518 - Digital Learning Program and Staff Development
Units: 3
Study and application of principles related to digital learning program planning, facilities and resource management, and staff development in K-12 settings.
Offered in Fall Only
YEAR: Offered Alternate Even Years
ECI 519 - Special Problems in Learning Design and Technology
Units: 3
In-depth study of topical problems in Learning Design and Technology selected from areas of current concern to practitioners in education.
Offered in Fall Spring Summer
ECI 586 - Introduction to Learning Analytics
Units: 3
As the use of digital resources continues expand in education, an unprecedented amount of new data is becoming available to educational researchers and practitioners. In response, Learning Analytics [LA] has emerged over the past decade as an interdisciplinary field encompassing Learning [e.g. educational technology, learning and assessment sciences], Analytics [e.g. visualization, computer/data sciences], and Human-Centered Design [e.g. usability, participatory design]. This course will provide students with an overview of the field, examples of its use in educational contexts, and applied experience with widely adopted tools and techniques for working with and exploring data. As participants gain experience in the collection, analysis, and reporting of data throughout the course, they will be better prepared help educational organizations understand and improve learning and the contexts in which learning occurs.
Offered in Fall Only
ECI 587 - Machine Learning in Education
Units: 3
This class is meant to teach the practical side of machine learning for applications in mining educational data. There will be a heavy project focus, and when you have completed the course, you should be fully prepared to attack new problems using machine learning in the field of education.
Offered in Fall Only
ECI 588 - Text Mining in Education
Units: 3
This course will provide students with an overview of text mining as an analytical approach in education research, examples of its use in educational contexts, and applied experience with widely adopted tools and techniques [e.g. topic modeling and sentiment analysis]. Students develop practical skills in the collection, analysis, and reporting of text data form sources such as Learning Management Systems, social media, and other online sources. Students can complete projects using a programming approach with R, a popular free open source software program for data science, or using non-programming point-and-click tools [i.e., SAS Visual Text Analytics].
Offered in Spring Only
ECI 589 - Social Network Analysis in Education
Units: 3
Although social network analysis and its educational antecedents date back to the early 1900s, the popularity of social networking sites like Twitter and Facebook have raised awareness of and renewed interests in networks and their influence. As the use of digital resources continues expand in education, data collected by these educational technologies has also greatly facilitated the application of network analysis to teaching and learning. This introductory course is designed to prepare researchers and practitioners to apply network analysis in order to better understand and improve student learning and the contexts in which learning occurs. This course will provide students with an overview of social network theory, examples of network analysis in educational contexts, and applied experience with widely adopted tools and techniques. As participants gain experience in the collection, analysis, and reporting of data throughout the course, they will be better prepared help educational organizations understand and improve both
Offered in Spring Only
ECI 721 - Technology and Informal Learning Environments
Units: 3
Survey of theory and research grounding popular informal after-school technology environments, such as computer clubhouses, music studios, video clubs, coding camps, robotics clubs, and makerspaces. Examination of strategies for planning experiential, hands-on activities supportive of informal learning, sourcing necessary materials, outfitting spaces, facilitating student design and collaboration, and engaging the community and other resources to sustain facilities/clubs.
Offered in Fall Only
ECI 722 - Theory and Research in Distance Education
Units: 3
Introduction to distance education foundations, models, and underlying theories. Analysis of distance education research findings, research and evaluation methods, and management in varied settings--virtual schools, higher education, continuing education, and corporate e-learning. Application of distance education standards and research-based findings to the design of original course plans and materials prototypes, including appropriate recommendations for online teaching and community building, online student support, and online student assessment.
Offered in Spring Only
Curriculum Notes
All new students should take ECI 511 during their first summer or fall semester in the program. Students must take ECI 652 during their last fall or spring semester in the program– this course includes the capstone portfolio as well as the capstone design project that must be completed prior to graduation.
*Possible Substitute Courses
Students may negotiate substitute courses for “General Program Courses” with their advisor, if needed or as appropriate for their career goals.