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  • 2019
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  • 2013
  • 2011

Author

  • Danielle McNamara
Article

A Commentary on Construct Validity When Using Operational Virtual Learning Environment Data in Effectiveness Studies

Huggins-Manley, A. C., Beal, C. R., D’Mello, S. K., Leite, W. L., Cetin-Berber, D. D., Kim, D. & McNamara, D. S., Oct 2 2019, In : Journal of Research on Educational Effectiveness. 12, 4, p. 750-759 10 p.

Research output: Contribution to journalArticle

4 Scopus citations

A hierarchical classification approach to automated essay scoring

McNamara, D., Crossley, S. A., Roscoe, R., Allen, L. K. & Dai, J., Jan 1 2015, In : Assessing Writing. 23, p. 35-59 25 p.

Research output: Contribution to journalArticle

76 Scopus citations

Applications of text analysis tools for spoken response grading

Crossley, S. & McNamara, D., Jun 1 2013, In : Language Learning and Technology. 17, 2, p. 171-192 22 p.

Research output: Contribution to journalArticle

26 Scopus citations

Assessing Lexical Proficiency Using Analytic Ratings: A Case for Collocation Accuracy

Crossley, S. A., Salsbury, T. & McNamara, D., Dec 1 2015, In : Applied Linguistics. 36, 5, p. 570-590 21 p.

Research output: Contribution to journalArticle

46 Scopus citations

Bridging Skill and Task-Oriented Reading

Higgs, K., Magliano, J. P., Vidal-Abarca, E., Martínez, T. & McNamara, D., Jan 2 2017, In : Discourse Processes. 54, 1, p. 19-39 21 p.

Research output: Contribution to journalArticle

5 Scopus citations

Classifying paragraph types using linguistic features: Is paragraph positioning important?

Crossley, S. A., Dempsey, K. & McNamara, D., Dec 2011, In : Journal of Writing Research. 3, 2, p. 119-143 25 p.

Research output: Contribution to journalArticle

Open Access
12 Scopus citations

Coh-metrix: Providing multilevel analyses of text characteristics

Graesser, A. C., McNamara, D. S. & Kulikowich, J. M., Jun 2011, In : Educational Researcher . 40, 5, p. 223-234 12 p.

Research output: Contribution to journalArticle

226 Scopus citations

Comparing comprehension measured by multiple-choice and open-ended questions

Ozuru, Y., Briner, S., Kurby, C. A. & McNamara, D., Sep 1 2013, In : Canadian Journal of Experimental Psychology. 67, 3, p. 215-227 13 p.

Research output: Contribution to journalArticle

25 Scopus citations

Comparing count-based and band-based indices of word frequency: Implications for active vocabulary research and pedagogical applications

Crossley, S. A., Cobb, T. & McNamara, D., Dec 1 2013, In : System. 41, 4, p. 965-981 17 p.

Research output: Contribution to journalArticle

21 Scopus citations
41 Scopus citations

Computational analyses of multilevel discourse comprehension

Graesser, A. C. & McNamara, D. S., Apr 1 2011, In : Topics in Cognitive Science. 3, 2, p. 371-398 28 p.

Research output: Contribution to journalArticle

130 Scopus citations

Does agency matter? Exploring the impact of controlled behaviors within a game-based environment

Snow, E. L., Allen, L. K., Jacovina, M. E. & McNamara, D., Mar 2015, In : Computers and Education. 82, p. 378-392 15 p.

Research output: Contribution to journalArticle

24 Scopus citations
Open Access
18 Scopus citations

From generating in the lab to tutoring systems in classrooms

McNamara, D., Jacovina, M. E., Snow, E. L. & Allen, L. K., 2015, In : American Journal of Psychology. 128, 2, p. 159-172 14 p.

Research output: Contribution to journalArticle

3 Scopus citations

Identifying Creativity During Problem Solving Using Linguistic Features

Skalicky, S., Crossley, S. A., McNamara, D. & Muldner, K., Oct 2 2017, In : Creativity Research Journal. 29, 4, p. 343-353 11 p.

Research output: Contribution to journalArticle

7 Scopus citations

Learning linkages: Integrating data streams of multiple modalities and timescales

Liu, R., Stamper, J., Davenport, J., Crossley, S., McNamara, D., Nzinga, K. & Sherin, B., Feb 1 2019, In : Journal of Computer Assisted Learning. 35, 1, p. 99-109 11 p.

Research output: Contribution to journalArticle

4 Scopus citations

Literacy: From the perspective of text and discourse theory

McNamara, D. S., Roscoe, R., Allen, L., Balyan, R. & McCarthy, K. S., Jan 1 2019, In : Journal of Language and Education. 5, 3, p. 56-69 14 p.

Research output: Contribution to journalArticle

Open Access

Measuring deep, reflective comprehension and learning strategies: Challenges and successes

McNamara, D., Aug 1 2011, In : Metacognition and Learning. 6, 2, p. 195-203 9 p.

Research output: Contribution to journalArticle

36 Scopus citations

Motivation and performance in a game-based intelligent tutoring system

Jackson, G. T. & McNamara, D., Nov 1 2013, In : Journal of Educational Psychology. 105, 4, p. 1036-1049 14 p.

Research output: Contribution to journalArticle

82 Scopus citations

Natural language processing and game-based practice in iSTART

Jackson, G. T., Boonthum-Deneçke, C. & McNamara, D., 2015, In : Journal of Interactive Learning Research. 26, 2, p. 189-208 20 p.

Research output: Contribution to journalArticle

3 Scopus citations

Natural language processing in an intelligent writing strategy tutoring system

McNamara, D., Crossley, S. A. & Roscoe, R., Jun 1 2013, In : Behavior Research Methods. 45, 2, p. 499-515 17 p.

Research output: Contribution to journalArticle

65 Scopus citations

Partial Verbal Redundancy in Multimedia Presentations for Writing Strategy Instruction

Roscoe, R., Jacovina, M. E., Harry, D., Russell, D. G. & McNamara, D., Sep 1 2015, In : Applied Cognitive Psychology. 29, 5, p. 669-679 11 p.

Research output: Contribution to journalArticle

15 Scopus citations

Predicting human judgments of essay quality in both integrated and independent second language writing samples: A comparison study

Guo, L., Crossley, S. A. & McNamara, D., Jul 1 2013, In : Assessing Writing. 18, 3, p. 218-238 21 p.

Research output: Contribution to journalArticle

61 Scopus citations

Predicting lexical proficiency in language learner texts using computational indices

Crossley, S. A., Salsbury, T., McNamara, D. S. & Jarvis, S., Oct 2011, In : Language Testing. 28, 4, p. 561-580 20 p.

Research output: Contribution to journalArticle

60 Scopus citations

Predicting second language writing proficiency in learner texts using computational tools

Jung, Y. J., Crossley, S. & McNamara, D., Mar 1 2019, In : Journal of Asia TEFL. 16, 1, p. 37-52 16 p.

Research output: Contribution to journalArticle

2 Scopus citations

Predicting Text Comprehension, Processing, and Familiarity in Adult Readers: New Approaches to Readability Formulas

Crossley, S. A., Skalicky, S., Dascalu, M., McNamara, D. & Kyle, K., Mar 19 2017, (Accepted/In press) In : Discourse Processes. p. 1-20 20 p.

Research output: Contribution to journalArticle

39 Scopus citations

Psycholinguistic word information in second language oral discourse

Salsbury, T., Crossley, S. A. & McNamara, D. S., Jul 2011, In : Second Language Research. 27, 3, p. 343-360 18 p.

Research output: Contribution to journalArticle

40 Scopus citations

ReaderBench: Automated evaluation of collaboration based on cohesion and dialogism

Dascalu, M., Trausan-Matu, S., McNamara, D. & Dessus, P., Dec 1 2015, In : International Journal of Computer-Supported Collaborative Learning. 10, 4, p. 395-423 29 p.

Research output: Contribution to journalArticle

35 Scopus citations

Reading comprehension and metacognition: The importance of inferential skills

Soto, C., Gutiérrez de Blume, A. P., Jacovina, M., McNamara, D., Benson, N., Riffo, B. & Kruk, R., Jan 1 2019, In : Cogent Education. 6, 1, 1565067.

Research output: Contribution to journalArticle

Open Access
11 Scopus citations

Secure Messaging with Physicians by Proxies for Patients with Diabetes: Findings from the ECLIPPSE Study

Semere, W., Crossley, S., Karter, A. J., Lyles, C. R., Brown, W., Reed, M., McNamara, D. S., Liu, J. Y. & Schillinger, D., Nov 1 2019, In : Journal of General Internal Medicine. 34, 11, p. 2490-2496 7 p.

Research output: Contribution to journalArticle

1 Scopus citations
18 Scopus citations

Shared features of L2 writing: Intergroup homogeneity and text classification

Crossley, S. A. & McNamara, D. S., Dec 1 2011, In : Journal of Second Language Writing. 20, 4, p. 271-285 15 p.

Research output: Contribution to journalArticle

17 Scopus citations

Spendency: Students' Propensity to Use System Currency

Snow, E. L., Allen, L. K., Jackson, G. T. & McNamara, D., Sep 1 2015, In : International Journal of Artificial Intelligence in Education. 25, 3, p. 407-427 21 p.

Research output: Contribution to journalArticle

5 Scopus citations

The bit in the middle and why it's important: A computational analysis of the linguistic features of body paragraphs

Myers, J. C., McCarthy, P. M., Duran, N. D. & McNamara, D. S., Mar 1 2011, In : Behavior Research Methods. 43, 1, p. 201-209 9 p.

Research output: Contribution to journalArticle

2 Scopus citations

The development of writing proficiency as a function of grade level: A linguistic analysis

Crossley, S. A., Weston, J. L., McLain Sullivan, S. T. & McNamara, D. S., Jul 1 2011, In : Written Communication. 28, 3, p. 282-311 30 p.

Research output: Contribution to journalArticle

67 Scopus citations

The epistemic stance between the author and reader: A driving force in the cohesion of text and writing

McNamara, D., Oct 1 2013, In : Discourse Studies. 15, 5, p. 579-595 17 p.

Research output: Contribution to journalArticle

14 Scopus citations

The nature of mind wandering during reading varies with the cognitive control demands of the reading strategy

Moss, J., Schunn, C. D., Schneider, W. & McNamara, D., Nov 20 2013, In : Brain Research. 1539, p. 48-60 13 p.

Research output: Contribution to journalArticle

19 Scopus citations

The neural correlates of strategic reading comprehension: Cognitive control and discourse comprehension

Moss, J., Schunn, C. D., Schneider, W., McNamara, D. & VanLehn, K., Sep 15 2011, In : NeuroImage. 58, 2, p. 675-686 12 p.

Research output: Contribution to journalArticle

36 Scopus citations

The tool for the automatic analysis of text cohesion (TAACO): Automatic assessment of local, global, and text cohesion

Crossley, S. A., Kyle, K. & McNamara, D., Sep 28 2015, (Accepted/In press) In : Behavior Research Methods.

Research output: Contribution to journalArticle

54 Scopus citations
44 Scopus citations

Using natural language processing and machine learning to classify health literacy from secure messages: The ECLIPPSE study

Balyan, R., Crossley, S. A., Brown, W., Karter, A. J., McNamara, D., Liu, J. Y., Lyles, C. R. & Schillinger, D., Feb 2019, In : PloS one. 14, 2, e0212488.

Research output: Contribution to journalArticle

Open Access
4 Scopus citations

Visualizing topic flow in students' essays

O'Rourke, S. T., Calvo, R. A. & McNamara, D. S., Oct 11 2011, In : Educational Technology and Society. 14, 3, p. 4-15 12 p.

Research output: Contribution to journalArticle

13 Scopus citations

What is lexical proficiency? Some answers from computational models of speech data

Crossley, S. A., Salsbury, T., McNamara, D. S. & Jarvis, S., Mar 1 2011, In : TESOL Quarterly. 45, 1, p. 182-193 12 p.

Research output: Contribution to journalArticle

38 Scopus citations

Writing flexibility in argumentative essays: a multidimensional analysis

Allen, L. K., Likens, A. D. & McNamara, D., Jun 15 2019, In : Reading and Writing. 32, 6, p. 1607-1634 28 p.

Research output: Contribution to journalArticle

2 Scopus citations

Writing pal: Feasibility of an intelligent writing strategy tutor in the high school classroom

Roscoe, R. & McNamara, D., Nov 1 2013, In : Journal of Educational Psychology. 105, 4, p. 1010-1025 16 p.

Research output: Contribution to journalArticle

73 Scopus citations
Book

Cognition in education

McCrudden, M. T. & McNamara, D., Jul 28 2017, Taylor and Francis. 130 p.

Research output: Book/ReportBook

4 Scopus citations
Chapter

Applying NLP metrics to students' self-explanations

Jackson, G. T. & McNamara, D., Dec 1 2011, Applied Natural Language Processing: Identification, Investigation and Resolution. IGI Global, p. 261-274 14 p.

Research output: Chapter in Book/Report/Conference proceedingChapter

4 Scopus citations

Coh-Metrix: An automated tool for theoretical and applied natural language processing

McNamara, D. & Graesser, A. C., Dec 1 2011, Applied Natural Language Processing: Identification, Investigation and Resolution. IGI Global, p. 188-205 18 p.

Research output: Chapter in Book/Report/Conference proceedingChapter

45 Scopus citations

Computationally assessing expert judgments of freewriting quality

Weston, J. L., Crossley, S. A. & McNamara, D., Dec 1 2011, Applied Natural Language Processing: Identification, Investigation and Resolution. IGI Global, p. 364-381 18 p.

Research output: Chapter in Book/Report/Conference proceedingChapter

Data not to trust

McNamara, D., Jan 1 2015, Ethical Challenges in the Behavioral and Brain Sciences. Cambridge University Press, p. 119-120 2 p.

Research output: Chapter in Book/Report/Conference proceedingChapter