Danielle S. McNamara | |
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Academic background | |
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Discipline | Psychologist |
Institutions | Arizona State University |
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Danielle S. McNamara is an educational researcher known for her theoretical and empirical work with reading comprehension and the development of game-based literacy technologies. She is professor of psychology and senior research scientist at Arizona State University. She has previously held positions at University of Memphis,Old Dominion University,and University of Colorado,Boulder. [1]
In 2015,McNamara received the Distinguished Cognitive Scientist Award from the University of California,Merced. [2] She was selected by the American Educational Research Association (AERA) as a 2018 AERA Fellow in acknowledgement of her theoretical and research contributions to the field of literacy and learning. [3]
McNamara is the founding editor of Technology,Mind,and Behavior ,an open-access,peer-reviewed journal published by the American Psychological Association (APA). [4] [5] She has also previously served as president of the Society for Text and Discourse,and serves on the editorial board of Discourse Processes ,a multidisciplinary journal published by Taylor &Francis. [6]
McNamara received her B.A. in Linguistics from the University of Kansas in 1982,and her M.A. in Clinical Psychology from Wichita State University,Kansas,in 1989. In 1992,she earned her Ph.D. in Cognitive Psychology at the University of Colorado,Boulder. [1] During her Ph.D.,McNamara conducted research on learning theories with Alice F. Healy and reading comprehension with Walter Kintsch. [7] [8] She moved into educational research after receiving two grants from the James S. McDonnell Foundation to apply cognitive psychology principles to education. [9]
McNamara is the director of the Science of Learning and Educational Technology (SoLET) Lab,where she and her team research and develop intelligent tutoring systems and natural language processing software. [10] SoLET learning technologies like iSTART,a game-based tool to help readers develop self-explanation strategies,and Writing Pal,an intelligent writing tutor with game-based writing guides and automatic feedback,are free to access online through McNamara's Adaptive Literacy website. [11] iSTART and Writing Pal are funded by the U.S. Department of Education through the Institute of Education Sciences. [12]
McNamara's research focuses on the development of intelligent tutoring systems that use game-based exercises to increase learner motivation when practicing reading and writing strategies. [13] [14] She developed the intelligent tutoring system Interactive Strategy Training for Active Reading and Thinking (iSTART),an online application based on the idea of Self-Explanation Reading Training (SERT),which coaches learners to use active reading strategies. [15] iSTART has been found to be as effective as live,one-on-one human tutoring of SERT in improving students' quality of self-explanation when reading. [16]
With Arthur Graesser,McNamara developed Coh-Metrix,a computational tool for evaluating text readability based on measuring levels of cohesion,world knowledge,language and discourse characteristics. [17] Coh-Metrix has made it easier for researchers and publishers to assess text difficulty and cohesion without relying on previous methods that focused primarily on word and sentence length.
McNamara has authored and edited five books spanning the topics of reading comprehension,linguistics,educational technologies,and cognition. These include Reading Comprehension Strategies:Theories,Interventions,and Technologies; [18] Automated Evaluation of Text and Discourse with Coh-Metrix [19] with Arthur Graesser,Philip M. McCarthy,and Zhiqiang Cai;Handbook of Latent Semantic Analysis [20] with Thomas K. Landauer,Simon Dennis,and Walter Kintsch;Adaptive Educational Technologies for Literacy Instruction [21] with Scott A. Crossley;and Cognition in Education (Ed Psych Insights) [22] with Matthew T. McCrudden.
Readability is the ease with which a reader can understand a written text. The concept exists in both natural language and programming languages though in different forms. In natural language,the readability of text depends on its content and its presentation. In programming,things such as programmer comments,choice of loop structure,and choice of names can determine the ease with which humans can read computer program code.
Speed reading is any of many techniques claiming to improve one's ability to read quickly. Speed-reading methods include chunking and minimizing subvocalization. The many available speed-reading training programs may utilize books,videos,software,and seminars. There is little scientific evidence regarding speed reading,and as a result its value seems uncertain. Cognitive neuroscientist Stanislas Dehaene says that claims of reading up to 1,000 words per minute "must be viewed with skepticism".
Reading comprehension is the ability to process written text,understand its meaning,and to integrate with what the reader already knows. Reading comprehension relies on two abilities that are connected to each other:word reading and language comprehension. Comprehension specifically is a "creative,multifaceted process" that is dependent upon four language skills:phonology,syntax,semantics,and pragmatics.
Mitchell J. Nathan is an American academic,who is a Full Professor of Educational Psychology,Chair of the Learning Science program in the School of Education at the University of Wisconsin–Madison,and a researcher at the Wisconsin Center for Education Research.
Reciprocal teaching is a powerful instructional method designed to foster reading comprehension through collaborative dialogue between educators and students. Rooted in the work of Annemarie Palincsar,this approach aims to empower students with specific reading strategies,such as Questioning,Clarifying,Summarizing,and Predicting,to actively construct meaning from text.
Frank Smith (1928–2020) was a Canadian psycholinguist recognized for his contributions in linguistics and cognitive psychology. He was an essential contributor to research on the nature of the reading process together with researchers such as George Armitage Miller,Kenneth S. Goodman,Paul A. Kolers,Jane W. Torrey,Jane Mackworth,Richard Venezky,Robert Calfee,and Julian Hochberg. Smith and Goodman are founders of whole language approach for reading instruction. He was the author of numerous books.
Coh-Metrix is a computational tool that produces indices of the linguistic and discourse representations of a text. Developed by Arthur C. Graesser and Danielle S. McNamara,Coh-Metrix analyzes texts on many different features.
AutoTutor is an intelligent tutoring system developed by researchers at the Institute for Intelligent Systems at the University of Memphis,including Arthur C. Graesser that helps students learn Newtonian physics,computer literacy,and critical thinking topics through tutorial dialogue in natural language. AutoTutor differs from other popular intelligent tutoring systems such as the Cognitive Tutor,in that it focuses on natural language dialog. This means that the tutoring occurs in the form of an ongoing conversation,with human input presented using either voice or free text input. To handle this input,AutoTutor uses computational linguistics algorithms including latent semantic analysis,regular expression matching,and speech act classifiers. These complementary techniques focus on the general meaning of the input,precise phrasing or keywords,and functional purpose of the expression,respectively. In addition to natural language input,AutoTutor can also accept ad hoc events such as mouse clicks,learner emotions inferred from emotion sensors,and estimates of prior knowledge from a student model. Based on these inputs,the computer tutor determine when to reply and what speech acts to reply with. This process is driven by a "script" that includes a set of dialog-specific production rules.
Reading is the process of taking in the sense or meaning of symbols,often specifically those of a written language,by means of sight or touch.
Allan M. Collins is an American cognitive scientist,Professor Emeritus of Learning Sciences at Northwestern University's School of Education and Social Policy. His research is recognized as having broad impact on the fields of cognitive psychology,artificial intelligence,and education.
Joseph Magliano is a professor in the College of Education &Human Development (CEHD) at Georgia State University. Formerly he was a Professor of Psychology and Director of the Center for the Interdisciplinary Study of Language and Literacy (CISLL) at Northern Illinois University.
Concept-Oriented Reading Instruction (CORI) was developed in 1993 by Dr. John T. Guthrie with a team of elementary teachers and graduate students. The project designed and implemented a framework of conceptually oriented reading instruction to improve students' amount and breadth of reading,intrinsic motivations for reading,and strategies of search and comprehension. The framework emphasized five phases of reading instruction in a content domain:observing and personalizing,searching and retrieving,comprehending and integrating,communicating to others,and interacting with peers to construct meaning. CORI instruction was contrasted to experience-based teaching and strategy instruction in terms of its support for motivational and cognitive development.
Seductive details are often used in textbooks,lectures,slideshows,and other forms of educational content to make a course more interesting or interactive. Seductive details can take the form of text,animations,photos,illustrations,sounds or music and are by definition:(1) interesting and (2) not directed toward the learning objectives of a lesson. John Dewey,in 1913,first referred to this as "fictitious inducements to attention." While illustrated text can enhance comprehension,illustrations that are not relevant can lead to poor learning outcomes. Since the late 1980s,many studies in the field of educational psychology have shown that the addition of seductive details results in poorer retention of information and transfer of learning. Thalheimer conducted a meta-analysis that found,overall,a negative impact for the inclusion of seductive details such as text,photos or illustrations,and sounds or music in learning content. More recently,a 2020 paper found a similar effect for decorative animations This reduction to learning is called the seductive details effect. There have been criticisms of this theory. Critics argue that seductive details do not always impede understanding and that seductive details can sometimes be motivating for learners.
Arthur C. Graesser is a professor of psychology and intelligent systems at the University of Memphis and is an honorary research fellow in education at the University of Oxford.
Lynn Fuchs is an educational psychologist known for research on instructional practice and assessment,reading disabilities,and mathematics disabilities. She is the Dunn Family Chair in Psychoeducational Assessment in the Department of Special Education at Vanderbilt University.
Scott Andrew Crossley is an American linguist. He is a professor of applied linguistics at Vanderbilt University,United States. His research focuses on natural language processing and the application of computational tools and machine learning algorithms in learning analytics including second language acquisition,second language writing,and readability. His main interest area is the development and use of natural language processing tools in assessing writing quality and text difficulty.
Carol McDonald Connor was an educational psychologist known for her research contributions to the field of early literacy development in diverse learners,in particular for work on individualized student instruction interventions and the lattice model of reading development. She held the position of Chancellor's Faculty and Equity Advisor in the School of Education at the University of California,Irvine.
The simple view of reading is that reading is the product of decoding and language comprehension.
Walter Kintsch was an American psychologist and academic who was professor emeritus of Psychology at the University of Colorado Boulder. He was renowned for his groundbreaking theories in cognitive psychology,especially in relation to text comprehension.
Annemarie Sullivan Palincsar is a scholar of education known for her research on literacy instruction,reciprocal teaching,and cognitive apprenticeships. Her involvement in the National Academies of Sciences,Engineering,and Medicine Research Council on the Prevention of Reading Difficulty in Young Children,the National Research Council's Panel on Teacher Preparation,and the International Literacy Association's Literacy Research Panel,attests to her dedication to advancing educational research and improving teacher training. Palincsar is the Ann L. Brown Distinguished University Professor Emerita at the Marsal Family School of Education at the University of Michigan.
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