Commentary: Advances in research on sourcing—source credibility and reliable processes for producing knowledge claims

In our commentary on this excellent set of articles on Sourcing in the Reading Process, we endeavor to synthesize the findings from the seven articles and discuss future research. We discuss significant contributions related to source memory, source evaluation, use of sources in action and belief, integration of information from multiple sources, and instruction in sourcing. Next we discuss several issues for future research raised by these articles, including expert sourcing, embedded sources, epistemic justice, and explanations of disagreement. Finally, we argue that the credibility of sources and their claims is determined by the reliability of the processes used by the sources to produce their claims. Our focus on the reliability of processes used by sources has implications for understanding sourcing processes, for evaluating normative claims about which sources are most reliable, for explaining how people evaluate sources, and for developing instruction on sourcing.     

High School Students' Critical Evaluation of Scientific Resources on the World Wide Web

This research explores a new web-based curriculum idea, that of having students write and publish critical web reviews of scientific resources as a means of both practicing critical evaluation of web resources, and of making an authentic value-added contribution to the web. This paper presents content analyses of selected sections of 63 web reviews published by eleventh grade students in a project-based science class. Two aspects of critical evaluation are focused upon: summarization of content and evaluation of credibility. Content analyses show that student summaries were usually accurate, but had room for improvement especially in areas of comprehensiveness and level of detail. An ideal model of a content review is developed from analysis of a second set of reviews. When asked to evaluate credibility, students struggled to identify scientific evidence of claims in web resources, but analysis of web documents shows that this is often because such evidence is missing. Students could accurately determine the publishing source of web documents, but challenges arose in identifying potential biases. Recommendations for future iterations of this curriculum idea are presented throughout. A companion paper that will appear in this journal will examine how student reviews serve the function of social filtering on the web.     

How source information shapes lay interpretations of science conflicts: interplay between sourcing,conflict explanation,source evaluation,and claim evaluation

When laypeople read controversial scientific information in order to make a personally relevant decision, information on the source is a valuable resource with which to evaluate multiple, competing claims. Due to their bounded understanding, laypeople rely on the expertise of others and need to identify whether sources are credible. The present study examined under which conditions readers acknowledge and consider available source information. University students read two conflicting scientific claims put forward by sources whose credibility was varied in terms of either expertise or benevolence. They then rated their subjective explanations for the conflicting claims, perceived source credibility, and personal claim agreement. Results showed that when evaluating and explaining the conflict, participants became vigilant to source information specifically when source credibility was questioned. Conflict explanation through differences in sources’ competencies mediated the impact of sourcing on source credibility. Information about a source’s benevolence revealed a strong direct effect on credibility judgments. However, motivation explanations did not clarify the relationship. Overall, findings show that readers consider source information and apply it adaptively when handling conflicting scientific information.     

Exploring fourth graders’ sourcing skills / Un análisis de la capacidad de escrutinio sobre las fuentes de información de los estudiantes de cuarto grado

Acquiring information from the Web creates new educational demands even in elementary school. Children need to scrutinize source information (‘sourcing’) to choose trustworthy information. So far, few studies have documented young readers’ abilities to identify and evaluate source information. With two studies, we seek to gather more evidence on elementary students’ sourcing skills and use. In study 1, we investigate to what extent fourth graders can identify source information and evaluate informants’ expertise and intentions in simplistic, age-appropriate reading tasks. In study 2, we explore whether fourth graders spontaneously apply their sourcing skills when reading simplified multiple documents. Results suggest that fourth graders can successfully identify source information and evaluate informants’ expertise and intentions in simple and direct tasks but fail to apply this ability to more complex and implicit tasks. Implications for information literacy education are discussed.     

The Co-construction of Credibility in Online Product Reviews

Reviews of products on Web sites like Epinions.com make explicit the ways in which credible identities are co-constructed. Product reviews reveal not only how reviewers construct credibility for themselves but also how readers of reviews, through their comments about reviews, ratify and contribute to reviewer credibility. I present a framework and analyze examples of reviews of digital cameras to examine how reviewers of a technical product convey credibility and how review readers coconstruct reviewers' credibility. The framework and analysis can help identify those reviewers who are likely to influence review Web site users.     

Are frequent users of social network sites good information evaluators? An investigation of adolescents’ sourcing abilities (¿Son los usuarios frecuentes de las redes sociales evaluadores competentes? Un estudio de las habilidades de los adolescentes para identificar,evaluar y hacer uso de las fuentes)

ABSTRACT

This study investigates the relationship between teenagers’ use of social networking sites (SNS) and their sourcing abilities. Sourcing is defined as students’ ability (1) to discriminate reliable and unreliable links based on source characteristics, (2) to value source criteria as means to select information resources and (3) to select reliable texts based on source characteristics. One hundred and forty-six students (M age = 14.7 years old) completed three sourcing tasks, a questionnaire on SNS use, as well as language and memory skills tests. We found that SNS frequency of use negatively predicted both participants’ ability to select the most reliable source among two conflicting sources on the same topic and their ability to cite source features when justifying their choice. SNS frequency of use was unrelated to students’ assessment of source criteria, but vocabulary level was positively related to performance in this task. We discuss various explanations for the observed relationship between teenagers’ SNS communication and their critical appraisal of information sources, and we propose avenues for instructional interventions aimed at fostering information skills.     

Formative assessment and intrinsic motivation: The mediating role of perceived competence

Formative Assessment (FA) refers to eliciting evidence about students’ understanding and using the information to support learning, e.?g. via individual feedback. There is evidence that FA fosters students’ motivation, but less is known about the underlying processes. The present study investigates direct effects of FA on intrinsic motivation as well as the mediating role of students’ perceived competence, drawing on Deci and Ryan’s self-determination theory. In a randomized, controlled trial, primary school teachers were either assigned to an FA training (n?=?17) or to a control group (CG; n?=?11). All teachers then taught two science units in their classrooms (FA: n?=?319 students, CG: n?=?232). Multilevel regression analyses showed a higher perceived competence and a marginally higher intrinsic motivation for FA students after unit 1. After unit 2, both intrinsic motivation and perceived competence were higher in the FA condition, and the impact on intrinsic motivation was significantly mediated by students’ perceived competence after the first unit. These results confirm and extend previous findings on the effectiveness of formative assessment on motivational outcomes.     

Identifying the Factors Leading to Success: How an Innovative Science Curriculum Cultivates Student Motivation

PlantingScience is an award-winning program recognized for its innovation and use of computer-supported scientist mentoring. Science learners work on inquiry-based experiments in their classrooms and communicate asynchronously with practicing plant scientist-mentors about the projects. The purpose of this study was to identify specific factors contributing to the program’s effectiveness in engaging students. Using multiple data sources, grounded theory (Strauss and Corbin in Basics of qualitative research. Sage, Newbury Park, 1990) was used to develop a conceptual model identifying the central phenomenon, causal conditions, intervening conditions, strategies, contexts, and student outcomes of the project. Student motivation was determined to be the central phenomenon explaining the success of the program, with student empowerment, online mentor interaction, and authenticity of the scientific experiences serving as causal conditions. Teachers contributed to student motivation by giving students more freedom, challenging students to take projects deeper, encouraging, and scaffolding. Scientists contributed to student motivation by providing explanations, asking questions, encouraging, and offering themselves as partners in the inquiry process. Several positive student outcomes of the program were uncovered and included increased positivity, greater willingness to take projects deeper, better understanding of scientific concepts, and greater commitments to collaboration. The findings of this study provide relevant information on how to develop curriculum, use technology, and train practitioners and mentors to utilize strategies and actions that improve learners’ motivation to engage in authentic science in the classroom.     

Impressions of disadvantage: II-Monitoring and assisting the student at risk

Two studies on monitoring and assisting students at risk are presented against a contemporary perspective in higher education: that of monitoring and developing the quality of student learning. A basis for risk categorisation at an individual level is outlined, and the effects of an intervention aimed at students at risk are evaluated in two contrasting settings. At risk in the present study represents, in conceptual terms, a relatively extreme set of learning behaviours.The first study approximates an ideal set of circumstances in which an individual-level intervention for students conceptually at risk is described. The second study reflects the uncompromising reality of a large first-year service course, in which a reduced form of the same intervention was pragmatically attempted. In both interventions the emphasis was on assisting students to engage manifestations of their own self-reported, contextualised study behaviour. This was the starting point of a developmental and reflective programme in which students were not taught study skills, but were rather assisted to develop deeper contextual perceptions, metalearning awareness, and internal locus.The targeted students in these studies, and the basic nature of the intervention employed, differ considerably from those used in other intervention studies. The first study produced positive results, while the second study did not. An overall conclusion is that, while interventions of the type described can assist students to develop their learning potential, they can only do so in carefully managed circumstances that are sensitive to individual students' learning problems and the discipline-specific context in which these occur.     

A Framework for Teaching Epistemic Insight in Schools

This paper gives the rationale and a draft outline for a framework for education to teach epistemic insight into schools in England. The motivation to research and propose a strategy to teach and assess epistemic insight followed research that investigated how students and teachers in primary and secondary schools respond to big questions about the nature of reality and human personhood. The research revealed that there are pressures in schools that dampen students’ expressed curiosity in these types of questions and limit their developing epistemic insight into how science, religion and the wider humanities relate. These findings prompted the construction of a framework for education for students aged 5–16 designed to encourage students’ expressed interest in big questions and develop their understanding of the ways that science interacts with other ways of knowing. The centrepiece of the framework is a sequence of learning objectives for epistemic insight, organised into three categories. The categories are, firstly, the nature of science in real world contexts and multidisciplinary arenas; secondly, ways of knowing and how they interact; and thirdly, the relationships between science and religion. Our current version of the Framework is constructed to respond to the way that teaching is organised in England. The key principles and many of the activities could be adopted and tailored to work in many other countries.     

Teachers’ Mastery Goals: Using a Self-Report Survey to Study the Relations between Teaching Practices and Students’ Motivation for Science Learning

Employing achievement goal theory (Ames Journal of Educational psychology, 84(3), 261–271, 1992), we explored science teachers’ instruction and its relation to students’ motivation for science learning and school culture. Based on the TARGETS framework (Patrick et al. The Elementary School Journal, 102(1), 35–58, 2001) and using data from 95 teachers, we developed a self-report survey assessing science teachers’ usage of practices that emphasize mastery goals. We then used this survey and hierarchical linear modeling (HLM) analyses to study the relations between 35 science teachers’ mastery goals in each of the TARGETS dimensions, the decline in their grade-level 5–8 students’ (N = 1.356) classroom and continuing motivation for science learning, and their schools’ mastery goal structure. The findings suggest that adolescents’ declining motivation for science learning results in part from a decreasing emphasis on mastery goals by schools and science teachers. Practices that relate to the nature of tasks and to student autonomy emerged as most strongly associated with adolescents’ motivation and its decline with age.     

Community College Developmental Writing Programs Most Promising Practices: What the Research Tells Educators

ABSTRACT

Students at community colleges are being placed into developmental writing classes at significantly high rates, as high as 80% at some colleges. Many of these students are students of color, and the need to help them persist and succeed is of increasing importance. The purpose of this study was to investigate the most promising practices by community college developmental writing programs. This article presents a review of more than 245 publications from over 450 authors, synthesized down to 36 validated studies with the goal of informing scholars and practitioners of the current state of the field. Themes emerging from these studies and a conceptual model through which findings can be viewed are presented. The analysis, with a focus on the structural, curricular, andragogical, and relational domains, documents only validated studies about the most promising practices. This article supports, challenges, and recommends how to better serve students in the developmental writing context. This author hopes to change how colleges implement developmental writing practices so that practitioners will be given the best tools to help all students succeed.     

Reading Recovery: Exploring the Effects on First-Graders' Reading Motivation and Achievement

ABSTRACT

This study examined the effects of Reading Recovery on children's motivational levels, and how motivation may contribute to the effect of the intervention on literacy achievement. Prior studies concluded that Reading Recovery was positively associated with increased student motivation levels, but most of those studies were limited methodologically. The achievement and motivation levels before and after the intervention of Reading Recovery students and similarly low-performing first-grade students were compared using structural equation modeling. It was found that Reading Recovery had a .31 treatment effect on achievement after controlling for baseline achievement and motivational differences among the treatment and comparison students. Reading Recovery also was associated with greater average levels of posttest motivation, and motivation was found to mediate the treatment-achievement relationship. This study highlights how important it is for early reading interventions to consider the role motivation plays in literacy acquisition.     

Choosing and using multiple information sources: Some new findings and emergent issues

This commentary highlights important contributions of four empirical investigations of how people sort through the masses of information that are now available to them and find what they need to solve some problem or make some decision. These studies demonstrate the impact of differences among information sources and the role that these differences play in people's evaluations of sources and use of the information to make decisions. Future research needs to examine changes in judgments of source credibility and information relevance as people acquire more knowledge of a topic and learn more sophisticated strategies for using multiple sources. Future studies of instructional effects on searching, sourcing and integrating multiple sources will be most informative if they collect multiple measures of processing and use of information in decision making and problem solving.     

Components of fostering self-regulated learning among students. A meta-analysis on intervention studies at primary and secondary school level

Due to new standards in fostering life-long learning at school, research has increasingly dealt with the promotion of self-regulated learning, resulting in a large number of intervention studies conducted at primary and secondary school. The current study aimed at investigating the impact of various training characteristics on the training outcomes, regarding academic performance, strategy use and motivation of students. Two meta-analyses were conducted separately, one for primary and one for secondary school level to allow for comparisons between both school levels. The meta-analyses included 49 studies conducted with primary school students and 35 studies conducted with secondary school students; analyzing 357 effect sizes altogether. The potential effects of training characteristics were investigated by means of meta-analytic multiple regression analyses. The average effect size was 0.69. For both school levels, effect sizes were higher when the training was conducted by researchers instead of regular teachers. Moreover, interventions attained higher effects when conducted in the scope of mathematics than in reading/writing or other subjects. Self-regulated learning can be fostered effectively at both primary and secondary school level. However, the theoretical background on which the training programme is based, as well as the type of instructed strategy led to differential effects at both school levels.

How Do Transfers Survive after “Transfer Shock”? A Longitudinal Study of Transfer Student Departure at a Four-Year Institution

Prompted by the notion of “Transfer Shock”, numerous studies examined academic performance of transfer students at senior institutions. However, few studies are found that examine how the varying nature of semester GPAs impact subsequent persistence behavior of transfer students after the initial drop in their college GPAs. Using an institutional data set, this study longitudinally investigated departure behavior of transfer students at a senior institution. Particular attention was given to how entry at different times and semester GPAs affected transfer student departure. Results indicate that during their first semester, sophomore and junior transfer students were 73% less likely to depart than freshman transfer students. After controlling for explanatory variables, higher semester GPAs were positively associated with higher persistence rates throughout the observation period.

Experimental university classes and “the best that has been thought”

In the latest in a series of articles on experimental courses at Kent State University, the authors study how students perceive such classes in terms of a liberal arts cultural education versus a values oriented education. The results determine that subject matter interest was the prime motivation for students to enroll in experimental classes. The results also suggest an openness and variety of student interest that seems unaware of a liberal arts core of the best that has been thought.     

Asians as stereotypes and students: Misperceptions that persist

Although Asian Americans today are lauded as a model minority and Asian students are praised as whiz kids, racial prejudice toward Asians is as true today as it was in the past. American stereotypes of Asians appear characterized by persistent perceptual homogeneity and attitude-behavior inconsistencies. This review aims to: (a) display and analyze the basic stereotype toward Asians, (b) hypothesize an explanation for the basic Asian stereotype, (c) examine the Asian student stereotype by analyzing three factors commonly used to account for the achievement of Asian students, and (d) provide suggestions for research. Arguments for Asians' inherited advantages in IQ and cognitive abilities appear to be questionable. However, the factor of family encouragement and support as well as the work ethic and drive for education factor are found to be advantageous and disadvantageous to achievement, depending on how they are applied. The article discusses homogeneity-heterogeneity of perceptions, attitude-behavior consistency, achievement motivation, parent-child social interaction, mental health, and counseling needs relative to Asian students.     

Re-conceptualizing Emotion and Motivation to Learn in Classroom Contexts

To better inform and improve classroom teaching and learning, now more than ever before, educational researchers need to effectively and efficiently describe essential components of positive learning environments. In this article, we discuss how our research findings about motivation in classrooms have led to a closer examination of emotions. We describe how motivation theories such as Academic Risk Taking, Flow Theory, and Goal Theory have helped us better understand emotions in our classroom research. Our findings suggest that engaging students in learning requires consistently positive emotional experiences, which contribute to a classroom climate that forms the foundation for teacher–student relationships and interactions necessary for motivation to learn. We conclude that we need to integrate emotion, motivation, and cognition theoretically and methodologically to move our research forward. New theories and methods, even new forms of intellectual discourse, are required. Therefore, we end this article by beginning a discussion of new directions for conceptualizing and researching classrooms in ways that will involve examining the emotions of students and teachers.