The present study explored the reading skills of a sample of 48 adults enrolled in a basic education program in northern Florida, United States. Previous research has reported on reading component skills for students in adult education settings, but little is known about eye movement patterns or their relation to reading skills for this population. In this study, reading component skills including decoding, language comprehension, and reading fluency are reported, as are eye movement variables for connected-text oral reading. Eye movement comparisons between individuals with higher and lower oral reading fluency revealed within- and between-subject effects for word frequency and word length as well as group and word frequency interactions. Bivariate correlations indicated strong relations between component skills of reading, eye movement measures, and both the Test of Adult Basic Education (Reading subtest) and the Woodcock-Johnson III Diagnostic Reading Battery Passage Comprehension assessments. Regression analyses revealed the utility of decoding, language comprehension, and lexical activation time for predicting achievement on both the Woodcock Johnson III Passage Comprehension and the Test of Adult Basic Education Reading Comprehension.
AshbyJ.RaynerK.CliftonC. (2005). Eye movements of highly skilled and average readers: Differential effects of frequency and predictability. Quarterly Journal of Experimental Psychology Section A: Human Experimental Psychology, 58, 1065–1086.
2.
AshbyJ.YangJ.EvansK. H.RaynerK. (2012). Eye movements and the perceptual span in silent and oral reading. Attention, Perception, & Psychophysics, 74, 634–640.
3.
BinderK. S.LeeC. S. (2012). Reader profiles for adults with low literacy skills: A quest to find resilient readers. Journal of Research and Practice for Adult Literacy, Secondary, and Basic Education, 1(2), 78–90.
4.
BlytheH. I.JosephH. S. (2011). Children’s eye movements during reading. In LiversedgeS. P.GilchristI. D.EverlingS. (Eds.). The Oxford book of eye movements (pp. 643–662). New York, NY: Oxford University Press.
5.
BrazeD.TaborW.ShankweilerD. P.MenclW. E. (2007). Speaking up for vocabulary: Reading skill differences in young adults. Journal of Learning Disabilities, 40, 226–243.
6.
CainK.OakhillJ. (1998). Comprehension skill and inference-making ability: Issues of causality. In HulmeC.JoshiR. (Eds.), Reading and spelling: Development and disorders (pp. 329–342). Mahwah, NJ: Lawrence Erlbaum.
7.
CainK.OakhillJ.BryantP. (2004). Children’s reading comprehension ability: Concurrent prediction by working memory, verbal ability, and component skills. Journal of Educational Psychology, 96, 31.
8.
CarpenterP. A.JustM. A. (1983). What your eyes do while your mind is reading. In RaynerK. (Ed.), Eye movements in reading: Perceptual and language processes (pp. 275–307). New York, NY: Academic Press.
9.
CattsH.AdlofS.Ellis WeismerS. (2006). Language deficits in poor comprehenders: A case for the simple view of reading. Journal of Speech, Language, and Hearing Research, 49, 278–293.
10.
ChallJ. S. (1983). Learning to read: The great debate. Fort Worth, TX: Harcourt Brace.
11.
ChiappeP.ChiappeD. L.GottardoA. (2004). Vocabulary, context, and speech perception among good and poor readers. Educational Psychology, 24, 825–843.
12.
CliftonC.StaubA.RaynerK. (2007). Eye movements in reading words and sentences. In van GompelR. P. G.FischerM. H.MurrayW. S.HillR. L. (Eds.), Eye movements: A window on mind and brain (p. 341–371). Amsterdam, the Netherlands: Elsevier.
13.
CohenJ.CohenP.WestS. G.AikenL. S. (2003). Applied multiple regression/correlation analysis for the behavioral sciences. New York, NY: Routledge.
CTB/McGraw-Hill. (2008). Test of Adult Basic Education (TABE). Monterey, CA: Author.
16.
CuttingL. E.ScarboroughH. S. (2006). Prediction of reading comprehension: Relative contributions of word recognition, language proficiency, and other cognitive skills can depend on how comprehension is measured. Scientific Studies of Reading, 10, 277–299.
17.
DahhanA. D.GeorgiouG. K.HungR.MunozD.ParillaR.KirbyJ. R. (2013). Eye movements of university students with and without reading difficulties during naming speed tasks. Annals of Dyslexia, 64, 137–150.
18.
De CorteE.VerschaffelL.PauwelsA. (1990). Influence of the semantic structure of word problems on second graders’ eye movements. Journal of Educational Psychology, 82, 359–365.
19.
De LucaM.JudicaA.SpinelliD.ZoccolottiP. (2002). Reading words and pseudowords: An eye movement study of developmental dyslexia. Brain and Language, 80, 617–626.
20.
EhriL. C. (1999). Phases of development in learning to read words. In OakhillJ. V.BeardR. (Eds.), Reading development and the teaching of reading: A psychological perspective (pp. 79–108). Oxford, UK: Blackwell.
21.
EngbertR.NuthmannA.RichterE. M.KlieglR. (2005). SWIFT: A dynamic model of saccade generation during reading. Psychological Review, 112(4), 777–813.
22.
FengG.MillerK.ShuH.ZhangH. (2009). Orthography and the development of reading processes: An eye-movement study of Chinese and English. Child Development, 80, 720–735.
23.
Florida Center for Reading Research. (2009). Ongoing progress monitoring (OPM) options. Retrieved from http://www.fcrr.org/lookup/
FrithU. (1985). Beneath the surface of developmental dyslexia. In PattersonK. E.MarshallJ. C.ColtheartM. (Eds.), Surface dyslexia: Neuropsychological and cognitive studies of phonological reading (pp. 301–330). London, UK: Erlbaum.
28.
GilliamB. K.DykesF.GerlaJ. K.WrightG. L. (2011). Silent reading manifestations of adolescent struggling readers. Reading Improvement, 48, 118–127.
29.
GoffD. A.PrattC.OngB. (2005). The relations between children’s reading comprehension, working memory, language skills and components of reading decoding in a normal sample. Reading and Writing, 18, 583–616.
30.
GoughP. B.HillingerM. L. (1980). Learning to read: An unnatural act. Bulletin of the Orton Society, 30, 179–196.
31.
GoughP. B.TunmerW. E. (1986). Decoding, reading, and reading disability. Remedial and Special Education, 7, 6–10.
32.
GreenbergD.WiseJ. C.FrijtersJ. C.MorrisR.FredrickL. D.RodrigoV.HallR. (2013). Persisters and nonpersisters: Identifying the characteristics of who stays and who leaves from adult literacy interventions. Reading and Writing: An Interdisciplinary Journal, 26, 495–514.
33.
GuoliY.JingenW.LihongW. (2013). The perceptual span of good readers and poor readers in fifth grade. Journal of Psychological Science, 3, 19.
34.
HallR.GreenbergD.Laures-GoreJ.PaeH. K. (2014). The relationship between expressive vocabulary knowledge and reading skills for adult struggling readers. Journal of Research in Reading, 37, S87–S100.
35.
HarpB.BrewerJ. A. (2000). Assessing reading and writing in the early years. In StricklandD. S.MorrowL .M. (Eds.), Beginning reading and writing (pp. 154–167). Newark, DE: International Reading Association.
36.
HasbrouckJ. E.TindalG. (1992). Curriculum-based oral reading fluency norms for students in grades 2 through 5. Teaching Exceptional Children, 24(3), 41–44.
37.
HellerD. (1982). Eye movements in reading. In GronerR.FraisseP. (Eds.), Cognition and eye movements (pp. 139–154). Amsterdam, the Netherlands: North Holland.
38.
HooverW. A.GoughP. B. (1990). The simple view of reading. Reading and Writing, 2, 127–160.
39.
HyönäJ.OlsonR. K. (1995). Eye fixation patterns among dyslexic and normal readers: Effects of word length and word frequency. Journal of Experimental Psychology: Learning, Memory, and Cognition, 21(6), 1430.
40.
IBM Corp. (2012). IBM SPSS statistics for Windows (Version 21.0). Armonk, NY: Author.
41.
InhoffA. W.RaynerK. (1986). Parafoveal word processing during eye fixations in reading: Effects of word frequency. Perception & Psychophysics, 40(6), 431–439.
42.
JosephH. S.NationK.LiversedgeS. P. (2013). Using eye movements to investigate word frequency effects in children’s sentence reading. School Psychology Review, 42, 207–222.
43.
JoshiR. M.TaoS.AaronP. G.QuirozB. (2012). Cognitive component of componential model of reading applied to different orthographies. Journal of Learning Disabilities, 45, 480–486.
44.
KeenanJ. M.BetjemannR. S.OlsonR. K. (2008). Reading comprehension tests vary in the skills they assess: Differential dependence on decoding and oral comprehension. Scientific Studies of Reading, 12, 281–300.
45.
KennedyA. (1983). On looking into space. In RaynerK. (Ed.), Eye movements in reading: Perceptual and language processes (pp. 237–251). New York, NY: Academic Press.
46.
KiddE.StewartA. J.SerratriceL. (2011). Children do not overcome lexical biases where adults do: The role of the referential scene in garden-path recovery. Journal of Child Language, 38, 222–234.
47.
KimY. S.WagnerR. K.LopezD. (2012). Developmental relations between reading fluency and reading comprehension: A longitudinal study from Grade 1 to Grade 2. Journal of Experimental Child Psychology, 113, 93–111.
48.
KunertR.ScheepersC. (2014). Speed and accuracy of dyslexic verses typical word recognition: An eye movement investigation. Frontiers in Psychology, 5, 1–16.
49.
LaBergeD.SamuelsS. J. (1974). Toward a theory of automatic information processing in reading. Cognitive Psychology, 6(2), 293–323.
50.
LimaS. D.InhoffA. W. (1985). Lexical access during eye fixations in reading: Effects of word-initial letter sequences. Journal of Experimental Psychology: Human Perception and Performance, 11, 272–285.
51.
MacArthurC.KonoldT. R.GluttingJ. J.AlampreseA. A. (2010). Reading component skills of learners in adult basic education. Journal of Learning Disabilities, 43, 108–121.
52.
MackertM.ChamplinS. E.PaschK. E.WeissB. D. (2013). Understanding health literacy measurement through eye tracking. Journal of Health Communication: International Perspectives, 18(1), 185–196.
53.
MasonJ. (1980). When do children learn to read: An exploration of four-year-old children’s letter and word reading competencies. Reading Research Quarterly, 15, 202–227.
54.
McConkieG. W. (1981). Evaluating and reporting data quality in eye movement research. Behavior Research Methods & Instrumentation, 13(2), 97–106.
55.
McConkieG. W.HogaboamT. W. (1985). Eye position and word identification in reading. In GronerR.McConkieG. W.MenzC. (Eds.), Eye movements and human information processing (pp. 159–172). Amsterdam, the Netherlands: North Holland.
56.
McConkieG. W.ZolaD.GrimesJ.KerrP. W.BryantN. R.WolffP. M. (1991). Children’s eye movements during reading. In SteinJ. F. (Ed.), Vision and visual dyslexia(pp. 252–262). London, UK: Macmillan.
57.
MellardD. F.FallE. (2012). Component model of reading comprehension for adult education participants. Learning Disability Quarterly, 35(1), 10–23.
58.
MellardD. F.FallE.WoodsK. L. (2010). A path analysis of reading comprehension for adults with low literacy. Journal of Learning Disabilities, 43(2), 154–165.
59.
MellardD. F.KrieshokT.FallE.WoodsK. (2013). Dispositional factors affecting motivation during learning in adult basic and secondary education programs. Reading and Writing, 26, 515–538.
60.
NationK.SnowlingM. J. (2004). Beyond phonological skills: Broader language skills contribute to the development of reading. Journal of Research in Reading, 27, 342–356.
61.
PerfettiC. A. (1985). Reading ability. New York, NY: Oxford University Press.
62.
PlummerP.RaynerK. (2012). Effects of parafoveal word length and orthographic features in initial fixation positions in reading. Attention, Perception, and Psychophysics, 74, 950–963.
63.
PollatsekA.ReichleE. D.RaynerK. (2003). Modeling eye movements in reading: Extensions of the E-Z Reader model. In HyönäJ.RadachR.DeubelH. (Eds.), The mind’s eye: Cognitive and applied aspects of eye movement research(pp. 360–390). Amsterdam, the Netherlands: Elsevier.
64.
RaynerK. (1998). Eye movements in reading and information processing: 20 years of research. Psychological Bulletin, 124, 372–422.
65.
RaynerK.BerteraJ. H. (1979). Reading without a fovea. Science, 206, 468–469.
66.
RaynerK.ChaceK. H.SlatteryT. J.AshbyJ. (2006). Eye movements as reflections of comprehension processes in reading. Scientific Studies of Reading, 10, 241–255.
67.
RaynerK.JuhaszB. J. (2004). Eye movements in reading: Old questions and new directions. European Journal of Cognitive Psychology, 16, 340–352.
68.
RaynerK.McConkieG. W. (1976). What guides a reader’s eye movements. Vision Research, 16, 829–837.
69.
RaynerK.SerenoS. C.MorrisR. K.SchmauderA. R.CliftonC. (1989). Eye movements and on-line language comprehension processes. Language and Cognitive Processes, 4, SI21–SI49.
70.
ReichleE. D. (2006). Computational models of eye-movement control during reading: Theories of the “eye-mind” link. Cognitive Systems Research, 7, 2–3.
71.
ReichleE. D.PollatsekA.FisherD. L.RaynerK. (1998). Toward a model of eye movement control in reading. Psychological Review, 105, 125–157.
72.
ReichleE. D.RaynerK.PollatsekA. (1999). Eye movement control in reading: Accounting for initial fixation locations and re fixations within the E-Z Reader model. Vision Research, 39, 4403–4411.
73.
ReichleE. D.ReinebergA. E.SchoolerJ. W. (2010). Eye movements during mindless reading. Psychological Science, 21(9), 1300–1310.
74.
SabatiniJ. P.SawakiY.ShoreJ. R.ScarboroughH. S. (2010). Relationships among reading skills of adults with low literacy. Journal of Learning Disabilities, 43, 122–138.
75.
SchrankF. A.MatherN.WoodcockR. W. (2004). Comprehensive manual. Woodcock-Johnson III Diagnostic Reading Battery. Itasca, IL: Riverside.
76.
SovikN.ArntzenO.SamuelsonM. (2000). Eye-movement parameters and reading speed. Reading and Writing, 13, 237–255.
77.
SR Research. (2013). EyeLink1000 [computer software and hardware]. Mississauga, Ontario, Canada. Retrieved from http://www.sr-research.com/index.html
78.
TangS.ReillyR. G.VorstiusC. (2012). EyeMap: A software system for visualizing and analyzing eye movement data in reading. Behavior Research Methods, 44(2), 420–438.
79.
TaylorN. A.GreenbergD.Laures-GoreJ.WiseJ. C. (2012). Exploring the syntactic skills of struggling adult readers. Reading and Writing: An Interdisciplinary Journal, 25, 1385–1402.
80.
TigheE. L.BarnesA. E.ConnorC. M.SteadmanS. C. (2013). Defining success in adult basic education settings: Multiple stakeholders, multiple perspectives. Reading Research Quarterly, 48, 415–435.
81.
TorgesonJ. K.WagnerR. K.RashotteC. A.BurgessS.HechtS. (1997). Contributions of phonological awareness and rapid automatic naming ability to the growth of word-reading skills in second-to fifth-grade children. Scientific Study of Reading, 1, 161–195.
82.
UnderwoodN. R.ZolaD. (1986). The span of letter recognition of good and poor readers. Reading Research Quarterly, 21, 6–19.
VerhoevenL. (2000). Components in early second language reading and spelling. Scientific Studies of Reading, 4, 313–330.
85.
VerhoevenL.Van LeeuweJ. (2008). Prediction of the development of reading comprehension: A longitudinal study. Applied Cognitive Psychology, 22(3), 407–423.
86.
VorstiusC.RadachR.MayerM. B.LoniganC. J. (2013). Monitoring local comprehension monitoring in sentence reading. School Psychology Review, 42, 191–206.
87.
WiseJ. C.SevcikR. A.MorrisR. D.LovettM. W.WolfM. (2007). The relationship among receptive and expressive vocabulary, listening comprehension, pre-reading skills, word identification skills, and reading comprehension by children with reading disabilities. Journal of Speech, Language, and Hearing Research, 50(4), 1093–1109.
88.
WoodcockR. W.MatherN.SchrankF. A. (2004). Woodcock-Johnson III Diagnostic Reading Battery. Itasca, IL: Riverside.
89.
YuillN.OakhillJ. (1991). Children’s problems in text comprehension: An experimental investigation. Cambridge, UK: Cambridge University Press.
90.
ZenoS. M.IvensS. H.MillardR. T.DuvvuriR. (1995). The educator’s word frequency guide. Brewster, NY: Touchstone Applied Science Associates.
