|Title:||A Cognitive Science Investigation of Struggling Adult Readers' Skills|
|Principal Investigator:||McKoon, Gail||Awardee:||Ohio State University|
|Program:||Postsecondary and Adult Education [Program Details]|
|Award Period:||4 years (6/1/2012-5/31/2016)||Award Amount:||$1,592,493|
Purpose: Although researchers have made progress in determining the underlying component processes that children and adolescents use while reading, little is known about the processes used by struggling adult readers. In this project, researchers plan to explore whether young readers and older readers employ the same processes. This will help determine whether or which reading interventions used with younger readers may help older ones as well. This project will explore the component processes adult readers use as they occur in real time, comparing the patterns exhibited by struggling adult readers with non-struggling, college-aged and older readers.
Project Activities: The research team will use methods common in cognitive psychology and psycholinguistics (e.g., using verification tasks and reaction time data) to investigate reading comprehension and memory of adult readers with the aim of developing reading skill profiles for participant subgroups. These profiles will be defined by factors such as reading level, vocabulary level, and IQ. Researchers will complete a series of 13 studies in order to explore whether readers with different sets of skills perform differently. Some studies are designed to investigate comprehension (i.e., the component process of reading as they occur moment-to-moment during reading) and other studies are designed to investigate the representations in memory that are the products of reading comprehension. For example, the team will explore whether poor vocabularies may limit readersí ability to recognize or make links between words and, thereby, affect memory for and reasoning about the text. These studies will be conducted with three groups of readers (struggling adult readers, college-age non-struggling readers, and older non-struggling readers) over the course of the 4-year project.
Products: The products of this project will be preliminary evidence of profiles of the reading skills and component processes for the participant subgroups. These profiles are intended to inform future research on reading assessments and interventions and help determine which interventions are ready to test for efficacy. Peer reviewed publications will also be produced.
Setting: The research will be conducted in the Columbus, Ohio area.
Sample: The sample will include adults ages 16 and older. There will be four groups of participants: students enrolled in Adult Basic Literacy Education (ABLE) classes who read at Level 3 and at Level 4 as defined by the Tests of Adult Basic Education (TABE), college students, and older adults (ages 60 to 75).
Intervention: Proficient readers are able to decode words, locate words in memory, and create stable and accurate mental representations of texts (e.g., the ability to link referents together, use prior knowledge, and make inferences). An individual readerís ability to perform each of these processes may vary depending on characteristics such as age, reading level, or memory. Each of these processes can be tested and tracked in real-time and used to create profiles of the readersí skills. These profiles can, in turn, be used to determine which interventions are most likely to improve learner outcomes and which assessments are most useful for determining what sort of intervention a learner should receive.
Research Design and Methods: The researchers will conduct a series of 13 total studies: 1 memory, 2 lexical decision, and 10 focusing on comprehension studies in order to identify where processing difficulties lie. The purpose of this work is to work out where the bottlenecks are in processing textual information, in representing the structure of the information, in generating appropriate inferences from the information, and in remembering the information. The comprehension studies include two studies that focus on sentences, two that focus on short paragraphs, one that focuses on longer paragraphs, two that study anaphor resolution, two that study the ability to link general knowledge with texts, and one that studies forward inference. For each of these studies, the researchers will collect data on a participantís speed and accuracy and will create individual profiles based on the participantís speed-accuracy trade-off preference. The studies will use counter-balanced, within-subjects designs. The researchers will also collect data on participantsí vocabulary level, IQ, and word decoding skills.
Control Condition: Given the within-subject design of the exploratory studies, each participant will serve as his or her own control.
Key Measures: In each reading study, the key measures are the time it takes a participant to respond to simple test items about a text that they are reading or attempting to remember and the accuracy of the responses. These data are input to a computational model that produces measures of the degree to which a participant understands a text and remembers it. In addition, the researchers will also collect measures of each participantsí vocabulary (the WAIS vocabulary test), IQ (the combination of the WAIS vocabulary and matrix reasoning tests), and word decoding skills (the TOWRE tests).
Data Analytic Strategy: For all the studies and all the measures, differences among groups of individuals defined by IQ, reading level, age, TOWRE scores, and demographic variables such as age at which English was first spoken will be compared. Researchers will use analyses of variance (ANOVA) to determine significant differences among the individuals and groups of individuals. ANOVAs will be used to test differences in response times, accuracy, and diffusion model components. Analyses will also include explorations of the correlations among the component processes.
Journal article, monograph, or newsletter
McKoon, G., and Ratcliff, R. (2017). Adults with Poor Reading Skills and the Inferences They Make during Reading. Scientific Studies of Reading, 21(4): 292–309.
McKoon, G., and Ratcliff, R. (2016). Adults With Poor Reading Skills: How Lexical Knowledge Interacts With Scores on Standardized Reading Comprehension Tests. Cognition, 146: 453–469.
Ratcliff, R., Huang-Pollock, C., and McKoon, G. (2018). Modeling Individual Differences in the Go/No-Go Task With a Diffusion Model. Decision, 5(1), 42–62.
Ratcliff, R., Smith, P. L., and McKoon, G. (2015). Modeling Regularities in Response Time and Accuracy Data With the Diffusion Model. Current Directions in Psychological Science, 24(6): 458–470.
Ratcliff, R., Smith, P.L., Brown, S.D., and McKoon, G. (2016). Diffusion Decision Model: Current Issues and History. Trends in Cognitive Sciences, 20(4): 260–281.
Ratcliff, R., Thompson, C.A., and McKoon, G. (2015). Modeling Individual Differences in Response Time and Accuracy in Numeracy. Cognition, 137: 115–136.
Smith, P.L., Ratcliff, R., and McKoon, G. (2014). The Diffusion Model is not a Deterministic Growth Model: Comment on Jones and Dzhafarov. Psychological Review, 121(4): 679–688.