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Zhu, Gaoxia
- PublicationMetadata onlyBeyond the cognitive dimension: Emotion patterns in productive and improvable knowledge building discourse(2023)
;Hou, Chenyu; Yang YuqinKnowledge Building is a pedagogical approach emphasizing students' collective responsibility to continuously improve their community knowledge. Various emotions may arise during Knowledge Building activities because of students’ diverse ideas, theory-building and cognitive disequilibrium and equilibrium. These emotions may differ in inquiry threads at different discourse development levels. An inquiry thread is a sequence of notes addressing the same problem or topic. This study examines the frequency and sequential patterns between undergraduate students’ productive and improvable Knowledge Building inquiry threads recorded in Knowledge Forum. We found that emotions reflected in inquiry threads tend to be self-repeated. A series of positive and negative activating emotions were reflected in productive collaborative inquiry threads, suggesting students engaged in the discussion despite conflicting ideas and various emotions. On the other hand, improvable collaborative inquiry threads displayed activating to deactivating emotion transitions, such as joy to boredom, which shows that students might disengage from the discussion.
29 - PublicationOpen AccessIntegrating infrared technologies in science learning: An evidence-based reasoning perspectiveInfrared (IR) technologies have been universally acknowledged as a valuable pedagogical tool for exploring novel and abstract scientific subjects in science education. This study explores the roles of IR images played in middle school students’ Evidence-based Reasoning (EBR) process in support of the understanding of the heat radiation process. Specifically, we implement image processing algorithms explicitly for the visual artifacts mentioned in students’ descriptions of the radiation phenomenon to obtain the numeric representations of their corresponding features. Meanwhile, the quality of those descriptions is further coded with the guidance of the EBR framework for indicating students’ understanding levels of the phenomenon. Finally, the associations between the numerical image features and the quality of descriptions are analyzed to examine the effectiveness of the IR visual artifacts in helping students understand the heat radiation process. The analytical results found that the image features are further positively correlated with the quality of the descriptions generated by students for the heat radiation. The results further suggest the IR images have the potential of driving students to think proactively and explore detailed procedural changes in learning the heat radiation process. Finally, our study calls for the integration of interdisciplinary instructional approaches in science education to reduce students’ cognitive load and guide learning attention, for example, incorporating visualization and relevant processing approaches to present and analyze the otherwise invisible abstract process to help students make sense related knowledge more easily.
WOS© Citations 2Scopus© Citations 1 48 44 - PublicationEmbargoInteracting with supportive adults predicts greater same‒day psychosocial functioning among adolescents in a self‒driven learning program
Introduction Supportive adults are a critical component of effective out-of-school time (OST) youth programs, yet the short-term dynamics that underlie their role are poorly understood. Within GripTape, a US-wide self-driven learning program, we examined if interactions with program-assigned adults (i.e., Champions) correspond with youths' daily psychosocial functioning (i.e., sense of purpose, self-concept clarity, and self-esteem).
Method Participants were 204 North American adolescents (M [SD] = 16.42 [1.18] years; female = 70.1%, male = 25.0%) enrolled in GripTape, a remote OST program that empowers under-resourced teens to pursue their passions for ~10 weeks. During enrollment, youth are given autonomy to structure their learning goals and methods to best match their needs; a stipend of up to 500 USD; and an adult Champion to act as a touchpoint. Data collection consisted of a baseline survey before the program launch and a 5-min survey on each day of enrollment.
Results Across ~70 days, we found that youth reported greater psychosocial functioning on days they reported interacting with their Champion. After controlling for same-day psychosocial functioning, we failed to find evidence that Champion interactions predicted youths' next-day psychosocial functioning.
Conclusion In addition to being among the first studies to investigate the daily benefits of youth-adult interactions within OST programming, this study documents the short-term incremental change that may underlie previous work on OST program outcomes.
WOS© Citations 1Scopus© Citations 1 81 2 - PublicationOpen AccessEvolution of the academic emotions of academically low-achieving students in knowledge buildingKnowledge Building is a pedagogical approach that emphasizes students’ collective responsibility to continuously improve their community knowledge. Advancing the frontiers of community knowledge is an exciting but challenging process, especially for low-achieving students, because it involves a continuous experience of cognitive disequilibrium and equilibrium. This knowledge generation process triggers various emotions (e.g., curiosity, surprise, and confusion) that may promote or hinder Knowledge Building. This study investigated the types and evolution of emotions experienced by academically low-achieving students in the Knowledge Building process supported by Knowledge Forum. The participants were 120 students from two Grade 9 classes and two Grade 11 classes in a Band 3 secondary school in Hong Kong. This school enrolls students performing at the 10th percentile on a pre-admission government examination at the end of elementary school. The participants built knowledge around Visual Arts. The emotions reflected in the digital Knowledge Forum notes and the evolution patterns of emotions in inquiry threads were both analyzed using content analysis and sequential pattern analysis. The participants demonstrated a high percentage of joy and relatively low percentages of frustration and boredom. Emotions were likely to maintain consistency (e.g., joy to joy) or transition between similar emotions (e.g., boredom to frustration) in the inquiry threads. By synthesizing the emotion transitions and subsequences manifested in the inquiry threads of different classes, we constructed a model of the evolution of emotions of academically low-achieving students during Knowledge Building. This model has implications for designing scaffolding or interventions to facilitate low-achieving students' learning and promote favorable emotions.
WOS© Citations 3Scopus© Citations 7 55 42 - PublicationEmbargoPurpose and goal pursuit as a self‐sustaining system: Evidence of daily within‐person reciprocity among adolescents in self‐driven learning(Wiley, 2024)
;Ratner, Kaylin ;Gladstone, Jessica R.; ;Li, Qingyi ;Estevez, MelodyBurrow, Anthony L.Objective Despite long-standing assumptions that a sense of purpose in life and goal pursuit are mutually supportive, empirical evidence of their reciprocity remains deficient. In the context of a unique out-of-school time program that empowers youth to pursue passions through self-driven learning, we examined whether purpose and one aspect of goal pursuit—perceptions of goal progress—work together to sustain themselves and each other over time.
Method
Adolescents (N = 321) completed daily surveys throughout program enrollment (Menrollment = 69.09 days). Through dynamic structural equation modeling, we derived within-person patterns of day-to-day prediction as well as individual differences in these patterns.
Results
We found purpose and perceived goal progress exhibited significant daily inertia (i.e., autoregressive prediction) and reciprocity (i.e., cross-lagged prediction) at the within-person level. We also found initial evidence suggesting (a) tighter reciprocity was related to greater perceived goal progress overall and (b) people with greater purpose inertia may rely less on making goal progress to sustain momentum.
Conclusions
With evidence of daily purpose-progress reciprocity, the field can look forward to replicating this work in other contexts, diving deeper into interesting patterns of within-person dynamics, and developing interventions to support youth striving.Scopus© Citations 1 31 25 - PublicationOpen AccessGains in youth resilience during self-driven learning may be moderated by their pathways to purposeResearch suggests a sense of purpose begins developing in earnest during adolescence, which may shape youth’s interests and resilience. Here, we explored the types of purpose orientations reflected in youth’s applications to a self-driven learning program, and how distinct pathways by which youth pursued these purposes moderated their resilience throughout the program. A content analysis of 356 youth’s (Mage = 16.53, 57.02% female) descriptions of and rationales for choosing their learning topics found that career, creative, and prosocial purposes were the most prevalent; and about 70% of participants indicated following proactive pathways toward purposes. Moreover, youth’s resilience significantly increased throughout the program, a pattern amplified among youth whose applications revealed a proactive purpose pathway (gradually developing and pursuing an interest) relative to reactive or social-learning pathways. Findings underscore important links between purpose pathways and resilience and have implications for designing learning opportunities that facilitate positive youth development.
WOS© Citations 1Scopus© Citations 1 109 77 - PublicationOpen AccessDerailment in adolescence: Factor analytic structure and correlates
Derailment is the sense of being “off-course” in life. But what could this mean for adolescents, who are often establishing identity and self-direction for the first time? We examined the structure and correlates of the Derailment Scale and its short form, the Derailment Scale-6 (DS-6), among middle-to-late adolescents (N = 452). Both scales exhibited unidimensionality, but the DS-6 demonstrated superior fit and correlated with cross-sectional distress markers (e.g., greater depression, lower life satisfaction, strained sense of purpose). Breaking from adult-based research, we failed to find evidence that derailment related to adolescent identity exploration and commitment. In extending assessment of derailment to adolescence, this study invites exploration of this experience during a time characterized by substantial transition and the emergence of stable self-views.
53 221 - PublicationMetadata onlyExamining university instructors’ conceptions and perceived changes in knowledge building professional development(International Society of the Learning Sciences, Inc., 2023)
;Lin, Feng ;Low, Wei Yan; This is a work-in-process research project aiming at examining the design of Knowledge Building professional development (KBPD) to foster university instructors’ conceptions of teaching and learning and teaching practices. 10 instructors from the same university joined this study. Multiple sources of data were collected, including surveys, classroom and online artefacts, and interviews. Analysis of pre- and post-surveys showed that the participants hold more constructivist conceptions about teaching and learning after attending KBPD. The classroom reflection artefacts showed that they were more inclined to apply the KB principles in their own classes, and that they regarded the epistemological role of their students have shifted more towards knowledge constructors/creators in their classrooms after attending the KBPD. Interview analysis further showed in what ways they have changed their conceptions and perceived practices. Implications for future design of KBPD were discussed.22 - PublicationEmbargoWhat distinguishes students’ engineering design performance: Design behaviors, design iterations, and application of science conceptsEngineering design that requires mathematical analysis, scientific understanding, and technology is critical for preparing students for solving engineering problems. In simulated design environments, students are expected to learn about science and engineering through their design. However, there is a lack of understanding concerning linking science concepts with design problems to design artifacts. This study investigated how 99 high school students applied science concepts to solarize their school using a computer-aided engineering design software, aiming to explore the interaction between students’ science concepts and engineering design behaviors. Students were assigned to three groups based on their design performance: the achieving group, proficient group, and emerging group. By mining log activities, we explored the interactions among students’ application of science concepts, engineering design behaviors, design iterations, and their design performance. We found that the achieving group has a statistically higher number of design iterations than the other two performance groups. We also identified distinctive transition patterns in students’ applying science concepts and exercising design behaviors among three groups. The implications of this study are then discussed.
19 55 - PublicationOpen AccessShare and embrace demographic and location diversity: Creating an Instagram-based inclusive online learning communityIt is critical to create an inclusive online learning environment for students with diverse demographic information studying in different environments, especially during the COVID-19 pandemic when they are disconnected from peers. Guided to create an inclusive online learning community by situated learning theory and community of practice, both of which advocate learning in context and community, we invited 115 undergraduate students to post photos related to environmental psychology concepts and their surrounding environments and discussed their postings on Instagram over eight weeks. To understand the inclusiveness of the community and students' perception, we collected their posts by searching designated hashtags and interviewed representatives of participants using a stratified sampling strategy. Through network analysis of 272 posts and qualitative analysis of 22 in-depth interviews, we found that when participants shared and discussed their surroundings and environmental psychology concepts on Instagram, their learning community was inclusive regarding gender, ethnicity, and program. Student participants' centrality and influence were more relevant to whether and how they expressed their identities in the community through posts. We further discuss how our findings could inform to create inclusive and active communities in the future.
WOS© Citations 4Scopus© Citations 7 65 146
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