Matching Items (14)
Filtering by
- All Subjects: Educational technology
- All Subjects: Categorization
- Creators: Glenberg, Arthur
- Creators: Buss, Ray R
- Resource Type: Text
Description
Most people are experts in some area of information; however, they may not be knowledgeable about other closely related areas. How knowledge is generalized to hierarchically related categories was explored. Past work has found little to no generalization to categories closely related to learned categories. These results do not fit well with other work focusing on attention during and after category learning. The current work attempted to merge these two areas of by creating a category structure with the best chance to detect generalization. Participants learned order level bird categories and family level wading bird categories. Then participants completed multiple measures to test generalization to old wading bird categories, new wading bird categories, owl and raptor categories, and lizard categories. As expected, the generalization measures converged on a single overall pattern of generalization. No generalization was found, except for already learned categories. This pattern fits well with past work on generalization within a hierarchy, but do not fit well with theories of dimensional attention. Reasons why these findings do not match are discussed, as well as directions for future research.
ContributorsLancaster, Matthew E (Author) / Homa, Donald (Thesis advisor) / Glenberg, Arthur (Committee member) / Chi, Michelene (Committee member) / Brewer, Gene (Committee member) / Arizona State University (Publisher)
Created2013
Description
Categories are often defined by rules regarding their features. These rules may be intensely complex yet, despite the complexity of these rules, we are often able to learn them with sufficient practice. A possible explanation for how we arrive at consistent category judgments despite these difficulties would be that we may define these complex categories such as chairs, tables, or stairs by understanding the simpler rules defined by potential interactions with these objects. This concept, called grounding, allows for the learning and transfer of complex categorization rules if said rules are capable of being expressed in a more simple fashion by virtue of meaningful physical interactions. The present experiment tested this hypothesis by having participants engage in either a Rule Based (RB) or Information Integration (II) categorization task with instructions to engage with the stimuli in either a non-interactive or interactive fashion. If participants were capable of grounding the categories, which were defined in the II task with a complex visual rule, to a simpler interactive rule, then participants with interactive instructions should outperform participants with non-interactive instructions. Results indicated that physical interaction with stimuli had a marginally beneficial effect on category learning, but this effect seemed most prevalent in participants were engaged in an II task.
ContributorsCrawford, Thomas (Author) / Homa, Donald (Thesis advisor) / Glenberg, Arthur (Committee member) / McBeath, Michael (Committee member) / Brewer, Gene (Committee member) / Arizona State University (Publisher)
Created2014
Description
For this master's thesis, a unique set of cognitive prompts, designed to be delivered through a teachable robotic agent, were developed for students using Tangible Activities for Geometry (TAG), a tangible learning environment developed at Arizona State University. The purpose of these prompts is to enhance the affordances of the tangible learning environment and help researchers to better understand how we can design tangible learning environments to best support student learning. Specifically, the prompts explicitly encourage users to make use of their physical environment by asking students to perform a number of gestures and behaviors while prompting students about domain-specific knowledge. To test the effectiveness of these prompts that combine elements of cognition and physical movements, the performance and behavior of students who encounter these prompts while using TAG will be compared against the performance and behavior of students who encounter a more traditional set of cognitive prompts that would typically be used within a virtual learning environment. Following this study, data was analyzed using a novel modeling and analysis tool that combines enhanced log annotation using video and user model generation functionalities to highlight trends amongst students.
ContributorsThomas, Elissa (Author) / Burleson, Winslow (Thesis advisor) / Muldner, Katarzyna (Committee member) / Walker, Erin (Committee member) / Glenberg, Arthur (Committee member) / Arizona State University (Publisher)
Created2014
Description
Mary Lou Fulton Teachers College at Arizona State University recently adopted a "technology infusion" approach to prepare teacher candidates (TC) to integrate technology into their instruction and meet the International Society for Technology in Education Standards for Teachers (ISTE Standards*T) by infusing technology integration approaches into methods courses. At the onset of the technology infusion approach, one important ISTE Standard-T was neglected in the curriculum--that is, digital citizenship (DC), i.e., the responsible, legal, and ethical use of technology. To address this problem of practice, a suite of teaching materials and support services was created, the Technology Infusion Support System (TISS), to help instructors effectively teach DC. The suite consisted of four online modules on essential DC topics including copyright/fair use, digital footprint/social media, acceptable use policies, and responsible student behavior. The support component consisted of ongoing just-in-time support from a technology integration specialist, an instructor's guide, and a resource folder.
This mixed methods action research study was conducted to examine: DC instruction by those who used the TISS and the influence of DC instruction on TC's intention to promote and model DC in their future classrooms. With respect to the second objective, the Theory of Planned Behavior (TPB) guided study efforts.
Participants included teacher education faculty members who taught DC in technology-infused methods courses, their students, and the technology infusion specialists who provided ongoing support to instructors throughout the duration of the study. Data gathered included survey data, observations, focus group interviews, instructor interviews, and researcher journal entries. Results suggested the TISS was a useful intervention in a college using a technology infusion approach. Course instructors provided consistent instruction on a topic outside of their area of expertise. Further, there was a significant increase in the students' intention to promote and model DC in their future classrooms. The discussion focuses on explaining: the effectiveness of DC instruction; how instruction in DC changes students' intentions to promote and model DC; and the usefulness of the TPB model in understanding how attitudes toward DC, and perceived behavioral control, i.e., efficacy, influence intention to promote and model DC.
This mixed methods action research study was conducted to examine: DC instruction by those who used the TISS and the influence of DC instruction on TC's intention to promote and model DC in their future classrooms. With respect to the second objective, the Theory of Planned Behavior (TPB) guided study efforts.
Participants included teacher education faculty members who taught DC in technology-infused methods courses, their students, and the technology infusion specialists who provided ongoing support to instructors throughout the duration of the study. Data gathered included survey data, observations, focus group interviews, instructor interviews, and researcher journal entries. Results suggested the TISS was a useful intervention in a college using a technology infusion approach. Course instructors provided consistent instruction on a topic outside of their area of expertise. Further, there was a significant increase in the students' intention to promote and model DC in their future classrooms. The discussion focuses on explaining: the effectiveness of DC instruction; how instruction in DC changes students' intentions to promote and model DC; and the usefulness of the TPB model in understanding how attitudes toward DC, and perceived behavioral control, i.e., efficacy, influence intention to promote and model DC.
ContributorsLindsey, LeeAnn (Author) / Buss, Ray R (Thesis advisor) / Zucker, Stanley (Committee member) / Fritschi, Jennifer (Committee member) / Arizona State University (Publisher)
Created2015
Description
Learning and transfer were investigated for a categorical structure in which relevant stimulus information could be mapped without loss from one modality to another. The category space was composed of three non-overlapping, linearly-separable categories. Each stimulus was composed of a sequence of on-off events that varied in duration and number of sub-events (complexity). Categories were learned visually, haptically, or auditorily, and transferred to the same or an alternate modality. The transfer set contained old, new, and prototype stimuli, and subjects made both classification and recognition judgments. The results showed an early learning advantage in the visual modality, with transfer performance varying among the conditions in both classification and recognition. In general, classification accuracy was highest for the category prototype, with false recognition of the category prototype higher in the cross-modality conditions. The results are discussed in terms of current theories in modality transfer, and shed preliminary light on categorical transfer of temporal stimuli.
ContributorsFerguson, Ryan (Author) / Homa, Donald (Thesis advisor) / Goldinger, Stephen (Committee member) / Glenberg, Arthur (Committee member) / Arizona State University (Publisher)
Created2011
Description
The purpose of this study was to investigate the effect of partial exemplar experience on category formation and use. Participants had either complete or limited access to the three dimensions that defined categories by dimensions within different modalities. The concept of "crucial dimension" was introduced and the role it plays in category definition was explained. It was hypothesized that the effects of partial experience are not explained by a shifting of attention between dimensions (Taylor & Ross, 2009) but rather by an increased reliance on prototypical values used to fill in missing information during incomplete experiences. Results indicated that participants (1) do not fill in missing information with prototypical values, (2) integrate information less efficiently between different modalities than within a single modality, and (3) have difficulty learning only when partial experience prevents access to diagnostic information.
ContributorsCrawford, Thomas (Author) / Homa, Donald (Thesis advisor) / Mcbeath, Micheal (Committee member) / Glenberg, Arthur (Committee member) / Arizona State University (Publisher)
Created2011
Description
Online teacherpreneurs are current and former PreK-12 teachers who share their original classroom resources in online marketplaces where teachers download them for a small fee. Online teacherpreneurs’ resources are becoming prolific in classrooms today. Meanwhile, online teacherpreneurs stand to gain financially and professionally. This exploratory study drew on conceptual frameworks from entrepreneurship and teacher leadership to describe the practice of online teacherpreneurship in terms of the characteristics of the people who participate, the school environments in which they work, and the possible impacts they experience. An exploratory sequential mixed methods design was used. In phase one, 10 semi-structured interviews were conducted with online teacherpreneurs who ranked in the top 1% of sellers on TeachersPayTeachers.com for profits earned. In phase two, the results of the interviews were used to develop a quantitative survey, which was distributed to an international sample of 412 TeachersPayTeachers.com sellers with various levels of experience and sales success. Results from both phases were analyzed separately and together, indicating that online teacherpreneurs viewed themselves as helpful, hard-working, creative, and organized. While some online teacherpreneurs worked in supportive school environments, others worked in unsupportive or ambivalent schools. Most online teacherpreneurs kept their online business and classroom teaching separate. They reported that online teacherpreneurship involved a variety of practices including creating educational resources, collaborating with teachers, collaborating with fellow teacherpreneurs, and engaging in entrepreneurial endeavors such as marketing. They also believed they experienced impacts including improvements to teaching practice, teacher leadership opportunities, and some professional stressors. Implications for online teacherpreneurs and other stakeholders including teachers, school and district leaders, and teacher educators are considered.
ContributorsCrane, Catharyn Carisa (Author) / Archambault, Leanna M (Thesis advisor) / Buss, Ray R (Committee member) / Savenye, Wilhelmina (Committee member) / Arizona State University (Publisher)
Created2018
Description
Sport is a widespread phenomenon across human cultures and history. Unfortunately, positive emotions in sport have been long vaguely characterized as happy or pleasant, or ignored altogether. Recent emotion research has taken a differentiated approach, however, suggesting there are distinct positive emotions with diverse implications for behavior. The present study applied this evolutionarily informed approach in the context of sport to examine which positive emotions are associated with play. It was hypothesized that pride, amusement, and enthusiasm, but not contentment or awe, would increase in Ultimate Frisbee players during a practice scrimmage. Further, it was hypothesized that increases in pride and amusement during practice would be differentially associated with sport outcomes, including performance (scores, assists, and defenses), subjective social connectedness, attributions of success, and attitudes toward the importance of practice. It was found that all positive emotions decreased during practice. It was also found that increases in pride were associated with more scores and greater social connectedness, whereas increases in amusement were associated with more assists. The present study was one of the first to examine change in positive emotions during play and to relate them to specific performance outcomes. Future studies should expand to determine which came first: emotion or performance.
ContributorsKuna, Jacob Anthony (Author) / Shiota, Michelle (Thesis director) / Glenberg, Arthur (Committee member) / Danvers, Alexander (Committee member) / Barrett, The Honors College (Contributor) / Department of Psychology (Contributor)
Created2014-05
Description
Emergent processes can roughly be defined as processes that self-arise from interactions without a centralized control. People have many robust misconceptions in explaining emergent process concepts such as natural selection and diffusion. This is because they lack a proper categorical representation of emergent processes and often misclassify these processes into the sequential processes category that they are more familiar with. The two kinds of processes can be distinguished by their second-order features that describe how one interaction relates to another interaction. This study investigated if teaching emergent second-order features can help people more correctly categorize new processes, it also compared different instructional methods in teaching emergent second-order features. The prediction was that learning emergent features should help more than learning sequential features because what most people lack is the representation of emergent processes. Results confirmed this by showing participants who generated emergent features and got correct features as feedback were better at distinguishing two kinds of processes compared to participants who rewrote second-order sequential features. Another finding was that participants who generated emergent features followed by reading correct features as feedback did better in distinguishing the processes than participants who only attempted to generate the emergent features without feedback. Finally, switching the order of instruction by teaching emergent features and then asking participants to explain the difference between emergent and sequential features resulted in equivalent learning gain as the experimental group that received feedback. These results proved teaching emergent second-order features helps people categorize processes and demonstrated the most efficient way to teach them.
ContributorsXu, Dongchen (Author) / Chi, Michelene (Thesis advisor) / Homa, Donald (Committee member) / Glenberg, Arthur (Committee member) / Arizona State University (Publisher)
Created2015
Description
This study was conducted to assess the performance of 176 students who received algebra instruction through an online platform presented in one of two experimental conditions to explore the effect of personalized learning paths by comparing it with linearly flowing instruction. The study was designed around eight research questions investigating the effect of personalized learning paths on students’ learning, intrinsic motivation and satisfaction with their experience. Quantitative results were analyzed using Analysis of Variance (ANOVA), Analysis of Covariance (ANCOVA) and split-plot ANOVA methods. Additionally, qualitative feedback data were gathered from students and teachers on their experience to better explain the quantitative findings as well as improve understanding of how to effectively design an adaptive personalized learning platform. Quantitative results of the study showed no statistical difference between students assigned to treatments that compared linear and adaptive personalized instructional flows.
The lack of significant differences was explained by two main factors: (a) low usage and (b) platform and content related issues. Low usage may have prevented students from being exposed to the platforms long enough to create a potential for differences between the groups. Additionally, the reasons for low usage may in part be explained by the qualitative findings, which indicated that unmotivated and tired teachers and students were not very enthusiastic about the study because it occurred near the end of school year. Further, computer access was a challenging issue at the school throughout the study. On the other hand, platform and content related issues worked to inhibit the potential beneficial effects of the platforms. The three prominent issues were: (a) the majority of the students found the content boring or difficult, (b) repeated recommendations from the adaptive platform created frustration, and (c) a barely moving progress bar caused disappointment among participants.
The lack of significant differences was explained by two main factors: (a) low usage and (b) platform and content related issues. Low usage may have prevented students from being exposed to the platforms long enough to create a potential for differences between the groups. Additionally, the reasons for low usage may in part be explained by the qualitative findings, which indicated that unmotivated and tired teachers and students were not very enthusiastic about the study because it occurred near the end of school year. Further, computer access was a challenging issue at the school throughout the study. On the other hand, platform and content related issues worked to inhibit the potential beneficial effects of the platforms. The three prominent issues were: (a) the majority of the students found the content boring or difficult, (b) repeated recommendations from the adaptive platform created frustration, and (c) a barely moving progress bar caused disappointment among participants.
ContributorsBicer, Alpay (Author) / Bitter, Gary G. (Thesis advisor) / Buss, Ray R (Committee member) / Legacy, Jane M. (Committee member) / Arizona State University (Publisher)
Created2015