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Roles of working memory, syllogistic inferencing ability, and linguistic knowledge on second language listening comprehension for passages of different lengths ...
Kim, Minkyung; Nam, Yunjung; Crossley, Scott A.. - : SAGE Journals, 2022
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Roles of working memory, syllogistic inferencing ability, and linguistic knowledge on second language listening comprehension for passages of different lengths ...
Kim, Minkyung; Nam, Yunjung; Crossley, Scott A.. - : SAGE Journals, 2022
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3
Precision communication: Physicians’ linguistic adaptation to patients’ health literacy
In: Sci Adv (2021)
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4
Employing computational linguistics techniques to identify limited patient health literacy: Findings from the ECLIPPSE study
In: Health Serv Res (2020)
Abstract: OBJECTIVE: To develop novel, scalable, and valid literacy profiles for identifying limited health literacy patients by harnessing natural language processing. DATA SOURCE: With respect to the linguistic content, we analyzed 283 216 secure messages sent by 6941 diabetes patients to physicians within an integrated system's electronic portal. Sociodemographic, clinical, and utilization data were obtained via questionnaire and electronic health records. STUDY DESIGN: Retrospective study used natural language processing and machine learning to generate five unique “Literacy Profiles” by employing various sets of linguistic indices: Flesch‐Kincaid (LP_FK); basic indices of writing complexity, including lexical diversity (LP_LD) and writing quality (LP_WQ); and advanced indices related to syntactic complexity, lexical sophistication, and diversity, modeled from self‐reported (LP_SR), and expert‐rated (LP_Exp) health literacy. We first determined the performance of each literacy profile relative to self‐reported and expert‐rated health literacy to discriminate between high and low health literacy and then assessed Literacy Profiles’ relationships with known correlates of health literacy, such as patient sociodemographics and a range of health‐related outcomes, including ratings of physician communication, medication adherence, diabetes control, comorbidities, and utilization. PRINCIPAL FINDINGS: LP_SR and LP_Exp performed best in discriminating between high and low self‐reported (C‐statistics: 0.86 and 0.58, respectively) and expert‐rated health literacy (C‐statistics: 0.71 and 0.87, respectively) and were significantly associated with educational attainment, race/ethnicity, Consumer Assessment of Provider and Systems (CAHPS) scores, adherence, glycemia, comorbidities, and emergency department visits. CONCLUSIONS: Since health literacy is a potentially remediable explanatory factor in health care disparities, the development of automated health literacy indicators represents a significant accomplishment with broad clinical and population health applications. Health systems could apply literacy profiles to efficiently determine whether quality of care and outcomes vary by patient health literacy; identify at‐risk populations for targeting tailored health communications and self‐management support interventions; and inform clinicians to promote improvements in individual‐level care.
Keyword: Evaluation Tools
URL: https://doi.org/10.1111/1475-6773.13560
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC7839650/
http://www.ncbi.nlm.nih.gov/pubmed/32966630
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5
Please, Please, Just Tell Me: The Linguistic Features of Humorous Deception
In: Dialogue & Discourse; Vol 11 No 2 (2020); 128-149 ; 2152-9620 (2020)
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6
Effects of lexical features, textual properties, and individual differences on word processing times during second language reading comprehension [<Journal>]
Kim, Minkyung [Verfasser]; Crossley, Scott A. [Sonstige]; Skalicky, Stephen [Sonstige]
DNB Subject Category Language
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7
Applying Natural Language Processing Tools to a Student Academic Writing Corpus: How Large are Disciplinary Differences Across Science and Engineering Fields?
In: English Publications (2017)
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8
To Aggregate or Not? Linguistic Features in Automatic Essay Scoring and Feedback Systems
In: Journal of Writing Assessment, vol 8, iss 1 (2015)
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9
Does writing development equal writing quality? A computational investigation of syntactic complexity in L2 learners
In: Journal of second language writing. - Amsterdam ˜[u.a]œ : Elsevier 26 (2014), 66-79
OLC Linguistik
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10
Analyzing Discourse Processing Using a Simple Natural Language Processing Tool
In: Discourse processes. - London [u.a.] : Routledge, Taylor and Francis Group 51 (2014) 5, 511-534
OLC Linguistik
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11
What Is Successful Writing? An Investigation Into the Multiple Ways Writers Can Write Successful Essays
In: Written communication. - Beverly Hills, Calif. [u.a.] : Sage Publ. 31 (2014) 2, 184-214
OLC Linguistik
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12
Analyzing discourse processing using a simple natural language processing tool
In: Discourse Processes 51 (2014) 5, 511-534
IDS Bibliografie zur Gesprächsforschung
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13
Linguistic microfeatures to predict L2 writing proficiency: A case study in Automated Writing Evaluation
In: Journal of Writing Assessment, vol 7, iss 1 (2014)
BASE
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14
What's so simple about simplified texts? A computational and psycholinguistic investigation of text comprehension and text processing
Crossley, Scott A.; Yang, Hae Sung; McNamara, Danielle S.. - : University of Hawaii National Foreign Language Resource Center, 2014. : Center for Language & Technology, 2014
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15
FREQUENCY EFFECTS OR CONTEXT EFFECTS IN SECOND LANGUAGE WORD LEARNING
In: Studies in second language acquisition. - New York, NY [u.a.] : Cambridge Univ. Press 35 (2013) 4, 727-755
OLC Linguistik
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16
Comparing count-based and band-based indices of word frequency: Implications for active vocabulary research and pedagogical applications
In: System. - Amsterdam : Elsevier 41 (2013) 4, 965-981
OLC Linguistik
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17
Assessing automatic processing of hypernymic relations in first language speakers and advanced second language learners : a semantic priming approach
In: The mental lexicon. - Amsterdam [u.a.] : John Benjamins Publishing Company 8 (2013) 1, 96-116
BLLDB
OLC Linguistik
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18
Vocabulary knowledge : human ratings and automated measures
McCarthy, Philip M.; Salsbury, Thomas L.; Edwards, Roderick. - Amsterdam [u.a.] : Benjamins, 2013
BLLDB
UB Frankfurt Linguistik
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19
Predicting second language writing proficiency: the roles of cohesion and linguistic sophistication
In: Journal of research in reading. - Leeds : Wiley-Blackwell 35 (2012) 2, 115-135
BLLDB
OLC Linguistik
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20
Shared features of L2 writing: intergroup homogeneity and text classification
In: Journal of second language writing. - Amsterdam ˜[u.a]œ : Elsevier 20 (2011) 4, 271-285
BLLDB
OLC Linguistik
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