Promoting Conceptual Change for Complex Systems Understanding: Outcomes of an Agent-Based Participatory Simulation

Components of complex systems apply across multiple subject areas, and teaching these components may help students build unifying conceptual links. Students, however, often have difficulty learning these components, and limited research exists to understand what types of interventions may best help improve understanding. We investigated 32 high school students’ understandings of complex systems components and whether an agent-based simulation could improve their understandings. Pretest and posttest essays were coded for changes in six components to determine whether students showed more expert thinking about the complex system of the Chesapeake Bay watershed. Results showed significant improvement for the components Emergence (r = .26, p = .03), Order (r = .37, p = .002), and Tradeoffs (r = .44, p = .001). Implications include that the experiential nature of the simulation has the potential to support conceptual change for some complex systems components, presenting a promising option for complex systems instruction.     

The Effectiveness of Interventions Aimed at Reducing Teacher Burnout: a Meta-Analysis

We conducted a meta-analysis to investigate the effectiveness of interventions aimed at reducing teacher burnout. Online and reference list searches yielded 513 unique results, and the final sample contains 23 controlled trials (19 journal articles and 4 unpublished dissertations). More than two thirds of the studies had optimal quality, and the risk of bias was not related to the overall effectiveness of the interventions. The overall effects were small, but statistically significant (d = 0.18, SE = 0.05, Z = 3.26, p < 0.001, k = 23). Separate analyses on each burnout component showed similar intervention effects on emotional exhaustion and personal accomplishment, but almost null effects on depersonalization (d = 0.03, SE = 0.06, Z = 0.53, p > 0.05, k = 11). Additional moderator analyses suggested that mindfulness interventions had significant effects on exhaustion and personal accomplishment. Interventions on primary and middle school teachers reported effect sizes below the average effect. Similar to previous findings, interventions that lasted less than 1 month had the smallest levels of efficacy.     

Millennials,Technology and Perceived Relevance of Community Service Organizations: Is Social Media Replacing Community Service Activities?

This mixed-methods qualitative study examined the relationship between perceptions of the importance of social media (i.e., Facebook, Twitter) with community service projects and volunteerism. Participants (n = 80) were interviewed and surveyed regarding their experiences in participating in a variety of community service work (CSW) projects (i.e., urban forestry, community gardening) with their perceptions of the importance of social media. Results supported the hypothesis that a significant correlation exists (r = .286, p < .05) between perceptions of technology as an important part of my life and reduced importance of CSW activities. A significant correlation (r = 287, p < .001) also developed between perceptions of “connectedness” to one’s community, increased technology use and reduced perceptions of the importance of CSW activities. Additionally, a significant positive correlation (r = .454, p < .001) was found between reports of improved perceptions among ethnically diverse populations and the overall importance of CSW activities within the community. Results and suggestions for further research are offered regarding the application of theory to “real world” perspectives and problems involving education and environmental issues.     

Teacher Professional Development and Student Literacy Growth: a Systematic Review and Meta-analysis

This systematic review explores the impact of teacher professional development (PD) on student reading achievement. The first part of the literature evaluates all available existing systematic reviews and meta-analyses of PD intervention studies. No quality reviews of PD and reading specifically (distinct from ‘attainment’) were found. There was a little overlap of studies in existing reviews. The second part of the systematic review focuses on the most recent intervention studies exploring PD and student reading achievement. The results of a meta-analysis of all high-quality studies are presented in the third part of the paper. This analysis showed no strong evidence of publication bias and an effect size for PD on student literacy of g = 0.225. This effect was moderated by the number of hours of PD whereby studies with fewer than 30 h of PD was significant for student reading outcomes (g = 0.367, p < 0.001) but more than 30 PD hours was not significant (g = 0.143, p > .05). Following a Weight of Evidence assessment, analysis showed that nearly all high-quality articles involved shorter PD. Weight of Evidence was a significant moderator, (g = 0.408, p < 0.001 for high-quality studies, g = 0.077, p > 0.5, n.s., for medium quality studies). Our review suggests that only high-quality studies of short teacher PD currently provide evidence of impact on student’s reading achievement.     

Problem-Centered Supplemental Instruction in Biology: Influence on Content Recall,Content Understanding,and Problem Solving Ability

To address the need for effective, efficient ways to apply active learning in undergraduate biology courses, in this paper, we propose a problem-centered approach that utilizes supplemental web-based instructional materials based on principles of active learning. We compared two supplementary web-based modules using active learning strategies: the first used Merrill’s First Principles of Instruction as a framework for organizing multiple active learning strategies; the second used a traditional web-based approach. Results indicated that (a) the First Principles group gained significantly from pretest to posttest at the Remember level (t(40) = ?1.432, p = 0.08, ES = 0.4) and at the Problem Solving level (U = 142.5, N1 = 21, N2 = 21, p = .02, ES = 0.7) and (b) the Traditional group gained significantly from pretest to posttest at the Remember level (t(36) = 1.762, p = 0.043, ES = 0.6). Those in the First Principles group were significantly more likely than the traditional group to be confident in their ability to solve problems in the future (χ² (2, N = 40) = 3.585, p = 0.09).     

Not playing the game: student assessment resistance as a form of agency

Within self-regulated learning, learners exercise agency by setting targets, formatively monitoring progress, and evaluating results in ways which inform their own goal attainment. However, in real-world classroom situations, assessment processes can elicit behaviours that are more ego-protective than growth-oriented. Resistance to teacher expectations in assessment can arise from the individual’s need to protect his or her own identity or ego within the psychosocial context of the classroom. In addition, resistance can arise from strategic choices learners make to cope with competing demands on their time and resources. Thus, students may exercise their agency by not following assessment expectations or protocols (e.g. lying, cheating, or failing to give their best effort). These choices seem to undermine assessment validity. This paper shares student voice data from the Measuring Teachers’ Assessment Practices (MTAP) project (n = 46 students in seven focus groups) in New Zealand and the Supporting Student-assessment Success (SSAS) Project (n = 108 first-year university students) in Australia. Both highlight the different ways students resist, subvert, or act in contention with assessment. These data show that students in both sectors do not always act in the growth-oriented ways that educators envision. Students reported exercising potentially maladaptive assessment agency via Assessment dishonesty, Purposeful underperformance, and Doing it alone. These categories were underpinned by three differing rationales: Protection, Strategic prioritisation, and Mini-max. Educators must be mindful of these potential student actions and motives, working to establish psychological safety within the learning environment, and making sure links between learning and assessment are clear.     

Conditional cooperators: student prosocial dispositions and their perceptions of the classroom social environment

A common problem in education is getting students to cooperate effectively in groups during learning. Because interdisciplinary research has established that cooperation is sensitive to specific contextual factors such as reciprocity, friendship and benefit, similar factors could be shaping student interactions in contemporary classroom environments. The present article reports an initial investigation of this idea by examining how student perceptions of their classroom environment relate to their willingness to expend energy and resources on classmates (through helping). This was accomplished through the structural equation modeling of survey data collected from 845 undergraduate life sciences students from 41 laboratory classrooms at a research-intensive university. Characteristics of the classroom social environment previously associated with benefits in other contexts also predicted (reciprocity β = 0.576; friendship β = 0.156) the educational benefit that students perceive as coming from their classmates. This perceived benefit in turn was highly associated (β = 0.605) with student willingness to expend resources on classmates (i.e. their prosocial disposition). Also both reciprocity (β = 0.298) and perceived benefit (β = 0.403) concurrently predict a student’s support for enforcing cooperation in the classroom. Potential insights into the contribution of classroom social environment to student dispositions towards cooperation are discussed.     

Parental Behaviours Predicting Early Childhood Executive Functions: a Meta-Analysis

Recent research indicates that parental behaviours may influence the development of executive functions (EFs) during early childhood, which are proposed to serve as domain-general building blocks for later classroom behaviour and academic achievement. However, questions remain about the strength of the association between parenting and child EFs, more specifically which parental behaviours are most strongly associated with child EFs, and whether there is a critical period in early childhood during which parental behaviour is more influential. A meta-analysis was therefore conducted to determine the strength of the relation between various parental behaviours and EFs in children aged 0 to 8 years. We identified 42 studies published between 2000 and 2016, with an average of 12.77 months elapsing in the measurement of parent and child variables. Parental behaviours were categorised as positive (e.g. warmth, responsiveness, sensitivity), negative (e.g. control, intrusiveness, detachment) and cognitive (e.g. autonomy support, scaffolding, cognitive stimulation). Results revealed significant associations (ps < .001) between composite EF and positive (r = .25), negative (r = ?.22) and cognitive (r = .20) parental behaviours. Associations between cognitive parental behaviours and EFs were significantly moderated by child age, with younger children showing a stronger effect size, whereas positive and negative parental behaviours showed a stable association with EFs across ages. We conclude that modest, naturally occurring associations exist between parental behaviours and future EFs and that early childhood may be a critical period during which cognitive parental behaviour is especially influential.     

Studying and Constructing Concept Maps: a Meta-Analysis

A concept map is a node-link diagram in which each node represents a concept and each link identifies the relationship between the two concepts it connects. We investigated how using concept maps influences learning by synthesizing the results of 142 independent effect sizes (n = 11,814). A random-effects model meta-analysis revealed that learning with concept and knowledge maps produced a moderate, statistically significant effect (g = 0.58, p < 0.001). A moderator analysis revealed that creating concept maps (g = 0.72, p < 0.001) was associated with greater benefit relative to respective comparison conditions than studying concept maps (g = 0.43, p < 0.001). Additional moderator analyses indicated learning with concept maps was superior to other instructional comparison conditions, and was effective across science, technology, engineering, and math (STEM) and non-STEM knowledge domains. Further moderator analyses, as well as implications for theory and practice, are provided.     

A comparative examination of Canadian and American pre-service teachers’ self-efficacy beliefs for literacy instruction

This study explored Canadian and American pre-service elementary teachers’ self-efficacy beliefs for literacy instruction, as well as the contextual factors (i.e., course and field experiences) that contribute to these self-efficacy beliefs. Survey data were collected over a two-year period at the beginning and end of a required elementary literacy methods course that assessed pre-service teachers’ self-efficacy for literacy instruction. A content analysis of the American and Canadian literacy methods course syllabi was also conducted. Paired t test results showed no significant difference in pre-service teachers’ literacy teaching self-efficacy scores from pre-test to post-test; however, there was a significant difference in the pre-service teachers’ literacy efficacy beliefs related to oral reading from the beginning to the end of the course. A weak negative correlation was found between the Canadian pre-service teachers’ total Teachers’ Sense of Efficacy for Literacy Instruction (TSELI; Tschannen-Moran & Hoy, 2011) scores and their teaching experience specific to literacy instruction, r = ? .1, p = .04. There was a positive correlation between Canadian pre-service teachers’ self-efficacy scores related to engagement and differentiated instruction and their volunteer and work experiences. A positive correlation existed between Canadian and American pre-service teachers’ self-efficacy for reading/writing connections and university coursework related to literacy instruction. Implications for literacy teacher educators and recommendations for literacy instruction are discussed.     

The influence of narrative and expository lesson text structures on knowledge structures: alternate measures of knowledge structure

This investigation applies two approaches for representing and comparing text structures as undirected network graphs to describe the influence of narrative and expository lesson texts on readers’ knowledge structure elicited as free recall. Narrative and expository lesson texts and undergraduate participants’ free recall essays (n = 90) from a study by Wolfe and Mienko (Br J Educ Psychol 77, 541–564, 2007) were reanalyzed for lexical proximity as sequential occurrence of selected important terms in the text and as actual minimum distances between these terms. The proximity data were then rendered as Pathfinder networks for analysis. Compared to human-rater benchmark measures, the convergent validity of the sequential approach (range of r = .53 to .83, median r = .70) was a little better than that of the minimum distance approach (.51 to .80, median r = .67). Further, we anticipated that the lesson text structure would be reflected in the text structure of the free recall essays, but this was not observed. On average, the essays in all three lesson conditions tended to converge on a sequential expository structure. Further, compared to the expository lesson texts, the narrative lesson text had a distinctly different influence on posttest recall essay text structures. Overall then, the sequential occurrence approach appears to provide a reasonably good, automatically derived method for representing and comparing lesson texts and participants’ essays as network graphs. If further confirmed and fully automated, there is a wide range of application of such measurement approaches for learning and research.     

Übereinstimmung,Variabilität und Reliabilität von Schülerurteilen zur Unterrichtsqualität auf Schulebene

Using student ratings to assess instructional quality of schools should fulfill three requirements: (1) an appropriate level of inter-rater agreement within schools, (2) systematic variance of student ratings between schools, (3) an adequate reliability level of aggregated student ratings. Using international PISA-data (2000–2012; 81 countries, over 55,300 schools, over 1.3 million 15-year olds) this study investigated how these requirements were met regarding indicators of instructional quality (classroom management, cognitive activation, individual learning support). We computed the interrater agreement index r_WG(J), as well as the intraclass correlations ICC(1) and ICC(2). Our results showed that (1) student ratings demonstrated a moderate or strong level of agreement for most indicators of instructional quality and (2) instructional quality assessed by students varied systematically between schools. Yet, (3) reliability of aggregated student ratings was not sufficient in many countries. We discuss these results regarding conventions to evaluate agreement, variability, and reliability of student ratings at the school level.     

Gender Difference in Teachers’ Mathematical Knowledge for Teaching in the Context of Single-Sex Classrooms

This study examines gender differences of teachers on their mathematical knowledge for teaching in the context of single-sex classrooms in Saudi Arabia. A translated version of the Mathematical Knowledge for Teaching (MKT) instrument (Learning Mathematics for Teaching [LMT], 2008) in Number and Operation Content Knowledge (CK) and Knowledge of Content and Student (KCS) scales were administered to 197 teachers (146 male and 51 female). Two-sample t test and multiple regression were conducted to compare the two groups and test the effect of teacher background variables. Female teachers significantly scored better than their male counterpart. Gender, years of teaching experience, and specialization significantly predicted teachers’ content knowledge, F(3, 187) = 13.180, explaining 41.8 % of the variance. Only gender and specialization significantly predicted teachers’ knowledge of content and student, F(2, 191) = 6.335, explaining 24.9 % of the variance. Further comparing items in the MKT instrument where female teachers outperformed male teachers confirmed that female teachers were better in attending to the content knowledge in the context of student’s learning.     

Mentoring teachers in systematic phonics instruction: effectiveness of an intensive year-long program for kindergarten through 3rd grade teachers and their students

Teaching systematic phonics effectively to beginning readers requires specialized knowledge and training which many primary grade teachers lack. The current study examined effects of a year-long mentoring program to improve teachers’ knowledge and effectiveness in teaching phonics and the extent that it improved students’ achievement in reading and spelling. Teachers in urban, lower SES schools completed a 45 h course followed by 90 h of in-school training. Mentors (N = 29) worked with kindergarten, 1st, 2nd, and 3rd grade teachers (N = 69) twice a week for 30 weeks during the year. Each visit included a 45 min prep period plus 45 min of modeling and feedback in the classroom. Mentors taught teachers how to provide systematic phonics instruction to their students (N = 1,336). Monthly ratings by mentors revealed that teachers improved their phonics teaching skills with many reaching the highest ratings by May. Teachers who were non-native speakers of English took a bit longer to learn the English sound system for letters, mainly because they lacked sufficient knowledge of English sounds and had to learn them. Given the increasing diversity of the teacher work force, future research is needed to study this difficulty, its solution, and impact on students. Teachers’ agreement with principles of phonics instruction remained strong or increased from fall to spring. Students’ reading and spelling skills showed large gains during the year and far exceeded effect sizes from comparable data sources. Students met grade-level expectations at the end of kindergarten and first grade but fell short in second and third grades. General education students outperformed bilingual/ELL and special needs students although all subgroups made large gains. Findings reveal the effectiveness of an intensive mentoring model of professional development applied to a subject that is difficult to teach and to a student population known for lower reading achievement. Findings point to the need for better pre-service teacher preparation coupled with appropriate curricula and PD from districts in order to improve students’ reading achievement.     

Effects of computer-aided and blended teaching strategies on students’ achievement in civic education concepts in mountain learning ecologies

The need to enhance students’ learning outcomes has become integral in secondary schools in developing countries due to increased students enrollment. Research has shown that the strategies utilized in teaching secondary school students have significant influence on their learning outcomes. At present in Nigeria, public secondary schools have not been deploying learning technologies to teach students despite the surge in enrollment. This study, therefore, determined the effects of computer-aided and blended teaching strategies on students’ achievement in civic education concepts in mountain learning ecologies. The study adopted the pretest-posttest, control group, quasi-experimental design using 3 × 2 × 3 factorial matrix. Seventy-eight students from six intact classes in secondary schools in Ondo State were selected for the study and randomly assigned to experimental and control groups. Five instruments used were: Students’ Knowledge of Civic Education Test (r = 0.78), Academic Ability Test (r = 0.72), Online and Blended Teaching Instructional Guides for experimental groups, Conventional Lecture Method Guide for the control group and Teaching Strategies Evaluation Sheet. One hypothesis was tested at 0.05 level of significance. Data was subjected to Analysis of Covariance, Estimated Marginal Means, and Scheffe’s Pairwise Comparison. There was a significant effect of treatment on students’ achievement in Civic Education concepts (F _{(2; 61)} = 4.93, p < 0.05; η ²  = .14). The students exposed to Computer-aided teaching programme had higher adjusted achievement mean score (\( \overline{x} \)= 27.86), than the blended instructional strategy group (\( \overline{x} \)= 23.06), and the control group (\( \overline{x} \)= 18.69). It was, therefore, recommended that teachers in secondary schools in mountainous locations should explore the benefits of teaching with Information and Communication Technology based strategies in civic education classrooms.     

Do 2nd and 3rd grade teachers’ linguistic knowledge and instructional practices predict spelling gains in weaker spellers?

The relationship between 2nd and 3rd grade teachers’ linguistic knowledge and spelling instructional practices and their students’ spelling gains from fall to spring was examined. Second grade (N = 16) and 3rd grade (N = 16) teachers were administered an instructional practices survey and a linguistic knowledge test. Total scores on the two instruments were not significantly related (r = 0.20), indicating two different constructs. Students (N = 331 2nd graders, N = 305 3rd graders) completed a 40 item spelling dictation test in the fall and spring. HLM analyses were conducted on subsamples of weaker spellers (Ns = 226 2nd graders and 50 3rd graders) who spelled fewer than 20 words correctly on the pretest. Limiting the sample to weaker spellers eliminated ceiling effects on pre- to posttest gains. Results revealed that 2nd grade teachers’ linguistic knowledge of phonemic units in words, their teaching of spelling strategies, the time they spent in weekly spelling instruction, and the greater the number of weaker spellers in their classrooms, were significant predictors of weaker spellers’ improvement in spelling. For 3rd grade teachers, HLM analyses were not significant perhaps due to lack of power. However, 3rd grade teachers’ phonemic knowledge was significantly correlated with weaker spellers’ gain scores. Results while correlational provide tentative support for the conclusion that teachers who are more knowledgeable about phonemes in words and who utilize more effective, research based spelling instruction are more successful in teaching spelling to weaker spellers.     

Interleukin-18, matrix metalloproteinase-22 and -29 are independent risk factors of human coronary heart disease

Background

Coronary heart disease (CHD) is characterized by arterial wall inflammation and matrix degradation. Matrix metalloproteinase (MMP)-22 and -29 and pro-inflammatory cytokine interleukin-18 (IL18) are present in human hearts. IL18 may regulate MMP-22 and -29 expression, which may correlate with CHD progression.

Methods and results

Immunoblot analysis showed that IL18 induced MMP-22 expression in human aortic smooth muscle cells. The Mann Whitney test from a prospective study of 194 CHD patients and 68 non-CHD controls demonstrated higher plasma levels of IL18, MMP-22 and -29 in CHD patients than in the controls. A logistic regression test suggested that plasma IL18 (odds ratio (OR)=1.131, P=0.007), MMP-22 (OR=1.213, P=0.040), and MMP-29 (OR=1.198, P=0.033) were independent risk factors of CHD. Pearson’s correlation test showed that IL18 (coefficient (r)=0.214, P=0.045; r=0.246, P=0.031) and MMP-22 (r=0.273, P=0.006; r=0.286, P=0.012) were associated with the Gensini score before and after adjusting for potential confounding factors. The multivariate Pearson’s correlation test showed that plasma MMP-22 levels correlated positively with high-sensitive-C-reactive protein (hs-CRP) (r=0.167, P=0.023), and MMP-29 levels correlated negatively with triglyceride (r=?0.169, P=0.018). Spearman’s correlation test indicated that plasma IL18 levels associated positively with plasma MMP-22 (r=0.845, P<0.001) and MMP-29 (r=0.548, P<0.001).

Conclusions

Our observations suggest that IL18, MMP-22 and -29 serve as biomarkers and independent risk factors of CHD. Increased systemic IL18 in CHD patients may contribute to elevated plasma MMP-22 and -29 levels in these patients.

     

The Effects of Inflated Seating Cushions on Engagement in Preschool Circle Time

Inflatable balls and cushions made of non-latex rubber can provide alternatives to sitting on the floor/ground or classroom chairs. This study tested the effect of inflatable cushions (wiggle cushions) placed on the floor for seating during circle time in typical preschool classrooms. The effect on attention was tested using alternating periods of usual seating and wiggle cushions. Four preschool classrooms (n = 25) were utilized, with two randomly assigned to the intervention condition (n = 15) and two as control (n = 10). Circle time was led by classroom teachers. Preschoolers’ engagement was rated using five subscales of the Child Behavior Rating Scale (Mahoney and Wheeden 1999), a five-point Likert-type scale, from video recordings of a uniformly structured seven-minute period at the beginning of circle time. With use of wiggle cushions, there were statistically significant improvements in Attention and Persistence subscales (p = .002, .026 respectively). Teachers provided positive feedback for the intervention, indicating social validity. Results provide support for the use of wiggle cushions to enhance engagement during preschool circle time.