Gender differences in online reading engagement, metacognitive strategies, navigation skills and reading literacy

This study examined how knowledge of metacognitive strategies and navigation skills mediate the relationship between online reading activities and printed reading assessment PRA and electronic reading assessment ERA across 19 countries using the PISAProgramme for International Student Assessment 2009 database. Participants were 34104 fifteen-year-old students female: 50.1%. The results showed that information-seeking activity, knowledge of metacognitive strategies and navigations skills positively predicted ERA and PRA. Social reading activities negatively predicted knowledge of metacognitive strategies and PRA but had no effect on ERA and the navigation skills in most countries. Increased information-seeking reading resulted in higher ERA and PRA as demonstrated by navigation skills and knowledge of metacognitive strategies. Gender differences in online reading engagement were not statistically significant in most countries. However, girls performed better in knowledge of metacognitive strategies, navigation skills and PRA but were not significantly better on ERA. Multiple group comparisons of gender indicated that the hypothesized model held for both boys and girls. Besides the infrastructure of information and communications technology as a tool to access the cyber informational space, students should be empowered to use appropriate strategies and navigation skills to achieve their goals. Implications for teaching and learning practices are discussed.

[1]  Oscar Valiente,et al.  PISA 2009 Results: Students On Line Digital Technologies and Performance (Volume VI) , 2011 .

[2]  Susan M. Land,et al.  Scaffolding Peer-questioning Strategies to Facilitate Metacognition During Online Small Group Discussion , 2005 .

[3]  W. Kintsch The role of knowledge in discourse comprehension : a construction-integration model , 1991 .

[4]  Oi-Man Kwok,et al.  Using SEM to Analyze Complex Survey Data: A Comparison between Design-Based Single-Level and Model-Based Multilevel Approaches , 2012 .

[5]  A. Raftery Bayesian Model Selection in Social Research , 1995 .

[6]  Rainer Bromme,et al.  Dealing with multiple documents on the WWW: The role of metacognition in the formation of documents models , 2007, Int. J. Comput. Support. Collab. Learn..

[7]  Geoff Ring,et al.  Student reactions to courseware: gender differences , 1991, Br. J. Educ. Technol..

[8]  Petra Lietz,et al.  A META-ANALYSIS OF GENDER DIFFERENCES IN READING ACHIEVEMENT AT THE SECONDARY SCHOOL LEVEL , 2006 .

[9]  Michael F. Graves,et al.  Scaffolding Students' Comprehension of Text , 2005 .

[10]  Yuan‐Hsuan Lee,et al.  The effect of individual differences in the inner and outer states of ICT on engagement in online reading activities and PISA 2009 reading literacy: Exploring the relationship between the old and new reading literacy , 2012 .

[11]  Philip H. Winne,et al.  Self-regulation is ubiquitous but its forms vary with knowledge , 1995 .

[12]  Jean-Marc Labat,et al.  Learners’ navigation behavior identification based on trace analysis , 2010, User Modeling and User-Adapted Interaction.

[13]  M. Chi,et al.  Gender Differences in Patterns of Searching the Web , 2003 .

[14]  M. Sobel Asymptotic Confidence Intervals for Indirect Effects in Structural Equation Models , 1982 .

[15]  Ladislao Salmerón,et al.  Reading skills and children's navigation strategies in hypertext , 2011, Comput. Hum. Behav..

[16]  Julia M. Carroll,et al.  Sex differences in developmental reading disability: new findings from 4 epidemiological studies. , 2004, JAMA.

[17]  Andreas Schleicher,et al.  PISA 2006: Science Competencies for Tomorrow's World , 2007 .

[18]  Ioanna Vekiri,et al.  Gender issues in technology use: Perceived social support, computer self-efficacy and value beliefs, and computer use beyond school , 2008, Comput. Educ..

[19]  Karen K. Wixson,et al.  Becoming a strategic reader , 1983 .

[20]  M. Chiu,et al.  Gender, Context, and Reading: A Comparison of Students in 43 Countries , 2006 .

[21]  Ulrich Schiefele,et al.  Predictors of reading literacy , 2001 .

[22]  D P MacKinnon,et al.  Multilevel Mediation Modeling in Group-Based Intervention Studies , 1999, Evaluation review.

[23]  John Mark Froiland,et al.  Intrinsic motivation, perceived competence and classroom engagement as longitudinal predictors of adolescent reading achievement , 2014 .

[24]  Svjetlana Kolić-Vehovec,et al.  Metacognitive strategies and reading comprehension in elementary-school students , 2019 .

[25]  D. Mackinnon Introduction to Statistical Mediation Analysis , 2008 .

[26]  E. Hargittai,et al.  Differences in Actual and Perceived Online Skills: The Role of Gender* , 2006 .

[27]  Sunny Chen,et al.  Internet use and academic achievement: gender differences in early adolescence. , 2009, Adolescence.

[28]  David W. Chan,et al.  Reading strategy use and motivation among Chinese good and poor readers in Hong Kong , 2003 .

[29]  Muhammad Kamarul Kabilan,et al.  Facebook: An online environment for learning of English in institutions of higher education? , 2010, Internet High. Educ..

[30]  Andreas Schleicher,et al.  PISA 2009 Assessment Framework: Key Competencies in Reading, Mathematics and Science. , 2009 .

[31]  Julie Coiro,et al.  Exploring the Online Reading Comprehension Strategies Used by Sixth-Grade Skilled Readers to Search for and Locate Information on the Internet. , 2007 .

[32]  A. Bandura Perceived Self-Efficacy in Cognitive Development and Functioning , 1993, Educational Psychologist.

[33]  Sasha A. Barab,et al.  Hypermedia navigation: Profiles of hypermedia users , 1997 .

[34]  K. White The relation between socioeconomic status and academic achievement. , 1982 .

[35]  Alan Durndell,et al.  Computer self efficacy, computer anxiety, attitudes towards the Internet and reported experience with the Internet, by gender, in an East European sample , 2002, Comput. Hum. Behav..

[36]  Jiun-Yu Wu,et al.  The indirect effects of online social entertainment and information seeking activities on reading literacy , 2013, Comput. Educ..

[37]  J. Flavell Metacognition and Cognitive Monitoring: A New Area of Cognitive-Developmental Inquiry. , 1979 .

[38]  Walter Kintsch,et al.  Coherence or interest as basis for improving hypertext comprehension , 2006 .

[39]  D. Tabatabai,et al.  How experts and novices search the Web , 2005 .

[40]  Kenneth A. Kiewra,et al.  Helping students soar to success on computers: An investigation of the SOAR study method for computer-based learning. , 2010 .

[41]  F. Chen Sensitivity of Goodness of Fit Indexes to Lack of Measurement Invariance , 2007 .

[42]  J. Beishuizen,et al.  Intellectual and metacognitive skills of novices while studying texts under conditions of text difficulty and time constraint , 2004 .

[43]  Anne Mangen,et al.  Hypertext fiction reading: haptics and immersion , 2008 .

[44]  Yao-Ting Sung,et al.  Improving children's reading comprehension and use of strategies through computer-based strategy training , 2008, Comput. Hum. Behav..

[45]  Grace Lin,et al.  Revisit the Effect of Teaching and Learning with Technology , 2013, J. Educ. Technol. Soc..

[46]  Hayley J. Mayall,et al.  Knowledge, Interest, Recall and Navigation: A Look at Hypertext Processing , 1998 .

[47]  W. Schneider,et al.  Reading, metacognition and motivation: A follow-up study of German students in Grades 7 and 8 , 2003 .

[48]  Marina Papastergiou,et al.  Gender issues in Internet access and favourite Internet activities among Greek high school pupils inside and outside school , 2005, Comput. Educ..

[49]  Jeffrey D. Wilhelm,et al.  Improving comprehension with think-aloud strategies , 2001 .

[50]  W. Kintsch,et al.  Reading strategies and prior knowledge in learning from hypertext , 2006, Memory & cognition.

[51]  Regina Boulware-Gooden,et al.  Instruction of Metacognitive Strategies Enhances Reading Comprehension and Vocabulary Achievement of Third-Grade Students. , 2007 .

[52]  D. Mackinnon,et al.  Multilevel Modeling of Individual and Group Level Mediated Effects , 2001, Multivariate behavioral research.

[53]  James H. Steiger,et al.  A note on multiple sample extensions of the RMSEA fit index , 1998 .

[54]  Kouider Mokhtari,et al.  Differences in the metacognitive awareness of reading strategies among native and non-native readers , 2001 .

[55]  Shelia R. Cotten,et al.  Perceived academic effects of instant messaging use , 2011, Comput. Educ..

[56]  Ziming Liu,et al.  Reading behavior in the digital environment: Changes in reading behavior over the past ten years , 2005, J. Documentation.

[57]  J. Cooper,et al.  The digital divide: the special case of gender , 2006, J. Comput. Assist. Learn..

[58]  Chris Quintana,et al.  Scaffolding strategies for supporting middle school students' online inquiry processes , 2012, Comput. Educ..

[59]  Chin-Chung Tsai,et al.  Junior high school students' Internet usage and self-efficacy: A re-examination of the gender gap , 2010, Comput. Educ..

[60]  P. Pintrich,et al.  Motivational and self-regulated learning components of classroom academic performance. , 1990 .

[61]  Jonathan Rosen,et al.  Distractions, Distractions: Does Instant Messaging Affect College Students' Performance on a Concurrent Reading Comprehension Task? , 2009, Cyberpsychology Behav. Soc. Netw..

[62]  Mei Lin,et al.  Developing a Pedagogy of Metacognition and Transfer: Some signposts for the generation and use of knowledge and the creation of research partnerships , 2003 .

[63]  Gülcan Erçetin,et al.  Hypermedia reading strategies employed by advanced learners of English , 2009 .

[64]  Nance S. Wilson,et al.  The relationships and impact of teachers’ metacognitive knowledge and pedagogical understandings of metacognition , 2010 .

[65]  Meng-Jung Tsai,et al.  Online Information Searching Strategy Inventory (OISSI): A quick version and a complete version , 2009, Comput. Educ..

[66]  Michael S. Gendron,et al.  Can students really multitask? An experimental study of instant messaging while reading , 2010, Comput. Educ..

[67]  Johannes Naumann,et al.  Working memory capacity and reading skill moderate the effectiveness of strategy training in learning from hypertext , 2008 .

[68]  Kit‐ling Lau Reading Strategy Use between Chinese Good and Poor Readers: A Think-Aloud Study. , 2006 .

[69]  Sven Birkerts,et al.  The Gutenberg Elegies: The Fate of Reading in an Electronic Age , 1994 .

[70]  B. Zimmerman Becoming a Self-Regulated Learner: An Overview , 2002 .

[71]  P. Bentler,et al.  Cutoff criteria for fit indexes in covariance structure analysis : Conventional criteria versus new alternatives , 1999 .

[72]  Eduardo Vidal-Abarca,et al.  Individual Differences for Self-Regulating Task-Oriented Reading Activities. , 2010 .