Paul Ayres’s research while affiliated with UNSW Sydney and other places

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Publications (92)


Figure 1. Performance mean scores (out of 100) across conditions for gender.
Figure 2. Efficiency mean scores across conditions for gender.
Mean performance scores and standard deviations for different practice conditions and clips.
Mean of cognitive load (max = 9) and standard deviations for all clips.
Mean efficiency scores and standard errors across all clips.

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Comparing Real and Imitative Practice with No Practice during Observational Learning of Hand Motor Skills from Animations
  • Article
  • Full-text available

August 2024

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14 Reads

Education Sciences

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Hannah Beder

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Paul Ayres

In two experiments, we compared the effects of practice (real and imitative) with no practice on the observational learning of hand motor skills from animated videos. Experiment 1 investigated learning to play a series of piano clips of varying complexity. Results demonstrated improved learning efficiency with imitative practice compared to no practice. Experiment 2 featured a paper-folding task, and results indicated that real practice led to significantly greater learning than no practice. Furthermore, a significant interaction was found with gender and practice, where females learned best with both real and imitative practice, but males did not benefit from these interventions. However, males outperformed females in the no practice condition. Overall, we found benefits of practice versus no practice for both tasks. However, the most effective type of practice was dependent upon the task: imitative practice for piano playing, and real practice for paper folding. Task complexity and gender were also found to be moderating factors.

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Research Avenues Supporting Embodied Cognition in Learning and Instruction

January 2024

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267 Reads

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6 Citations

Educational Psychology Review

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Paul Ayres

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Research on embodied cognition acknowledges that cognitive processing is tightly coupled with bodily activities and the environment. An important implication for education is that learning can be enhanced when the brain, body, and environment mutually influence each other, such as when making or observing human actions, especially those involving hand gestures and manipulation of objects. In this narrative review article, we describe the evidence from six research avenues that can help explain why embodied cognition can enhance learning and instruction. Through the exploration of these six interconnected research pathways, we aim to make a significant contribution by proposing innovative directions for learning and instruction research, all rooted in the principles of embodied cognition. We establish a direct link between the six research pathways and embodied phenomena, both in the contexts of making and observing human movements. When making human movements, the research avenues explaining the learning benefits due to these movements are physical activity, generative learning, and offloaded cognition. When observing human movements, the avenues researching these phenomena are specialized processor and signaling. Lastly, the research avenue social cognition is integral to both making and observing human movements. With originality in focus, we also include research that has not been traditionally associated with embodied cognition or embodiment. This article offers comprehensive discussions, substantiated with evidence and influencing features, for each of these research avenues. We conclude by outlining the implications of these findings for instruction and charting potential directions for future investigation.


PRISMA visual diagram
Improving Computer-Assisted Language Learning Through the Lens of Cognitive Load language learning

May 2023

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409 Reads

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19 Citations

Educational Psychology Review

A contemporary review (over a 10-year period) was conducted into studies that used computer-assisted language learning (CALL) strategies to learn a second language (L2) by considering the impact of cognitive load. Twelve affordances were identified that led to enhanced learning, namely, online annotations and glosses, captioning, digital game-based language learning, videoconferencing and video feedback, visualization-based learning approaches, online instructional content and features, online machine translation tools, online interactive collaborative learning, (meta) cognitive learning strategies argument mapping, computer-mediated dictionary assisted learning, and multiple display screens. Associated with these affordances were a number of conditions and learner characteristics that modified the effectiveness of the affordances such as L2 proficiency. Most learning strategies were used to reduce cognitive load, although a limited number fostered germane cognitive load through generative learning practices. A number of issues associated with measuring cognitive load, multimedia learning, and research designs are also discussed.


Investigating the role of hand perspective in learning from procedural animations

September 2022

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77 Reads

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7 Citations

British Journal of Educational Psychology

Background: Research indicates that animations presenting procedural instructions lead to better learning if the animation displays the procedural task from a first-person perspective (over-the-shoulder) compared to a third-person perspective (face-to-face). Aims: This study extends view-perspective research by investigating whether the observation of human hands completing manipulative tasks in an animation are necessary or not. Sample: Sixty university students participated in the study. Method: Participants studied two knot-tying animations from a first-person perspective showing hands, or a third-person perspective showing hands, or a first-person perspective without showing hands. Results: Results showed that studying first-person perspective animations resulted in higher performance on a knot-tying task and recognition task (but not transfer task) than studying the third-person perspective animations. The strongest effects were gained from the first-person perspective animations showing hands, although comparable learning outcomes were often found with the no-hands perspective animations. In addition, spatial ability was found to influence knot-tying and recognition performance, while gender minimally interacted with performance in the different viewing perspective conditions. Conclusions: Hand-manipulative task are learned most optimally from animations when presented from a first-person perspective, while it is not necessary to show the hands.


Figure 1. Paper folding task used in the study.
Investigating the impact of gender-differences and spatial ability on learning from instructional animations

July 2022

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14 Reads

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3 Citations

L?Année psychologique

Cette étude est consacrée à deux facteurs (genre ; habileté spatiale), dont la prise en compte pourrait expliquer les résultats mitigés souvent obtenus dans les recherches sur les animations pédagogiques. L’étude a comparé l’efficacité des animations pédagogiques sur les apprentissages en comparant trois conditions (animation ; animation + explication orale ; animation + gestuelle). 72 étudiants ont été assignés de manière aléatoire à l’une des trois conditions. L’animation montrait comment réaliser un pliage sur papier. Dans l’ensemble, la condition avec explication orale s’est avérée supérieure à la condition de gestuelle, qui était à elle-même supérieure à la condition d’animation toute seule. Cependant, ce résultat a été obtenu uniquement avec des femmes. Chez les hommes, aucune différence significative n’a été constatée entre les conditions. En outre, les femmes ont obtenu des scores plus élevés que les hommes, même s’il n’y avait pas de différences d’habileté spatiale. Une mesure appropriée de l’habileté spatiale, en tant que covariable, s’est avérée nécessaire pour identifier tous les effets. Si les données relatives au genre et à l’aptitude spatiale avaient été exclues des analyses, les résultats auraient été trompeurs et incomplets.


The Validity of Physiological Measures to Identify Differences in Intrinsic Cognitive Load

September 2021

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423 Reads

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105 Citations

A sample of 33 experiments was extracted from the Web-of-Science database over a 5-year period (2016–2020) that used physiological measures to measure intrinsic cognitive load. Only studies that required participants to solve tasks of varying complexities using a within-subjects design were included. The sample identified a number of different physiological measures obtained by recording signals from four main body categories (heart and lungs, eyes, skin, and brain), as well as subjective measures. The overall validity of the measures was assessed by examining construct validity and sensitivity. It was found that the vast majority of physiological measures had some level of validity, but varied considerably in sensitivity to detect subtle changes in intrinsic cognitive load. Validity was also influenced by the type of task. Eye-measures were found to be the most sensitive followed by the heart and lungs, skin, and brain. However, subjective measures had the highest levels of validity. It is concluded that a combination of physiological and subjective measures is most effective in detecting changes in intrinsic cognitive load.


Something Old, Something New from Cognitive Load Theory

July 2020

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161 Reads

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31 Citations

Computers in Human Behavior

This article discusses the findings from a collection of six studies linked together by the common theme of cognitive load theory and published in Computers in Human Behavior. A number of familiar cognitive load conditions and effects are investigated in computer-based environments, namely worked examples, split-attention, and the expertise reversal effect; but in many cases cognitive load considerations are combined with other learning strategies such as pre-training, thinking aloud, self-explanations, embodied cognition, and presentation pausing. A number of key findings are identified including the use of contemporary physiological instruments to measure cognitive load. There is also a focus on real-world tasks and medical education, as well as the self-management of cognitive load.


The Effects of Transient Information and Element Interactivity on Learning from Instructional Animations

January 2020

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675 Reads

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12 Citations

One potential advantage and special feature of animations is the capability of depicting change. However, from a learning perspective this advantage is often lost due to the negative effects of transient information. This chapter discusses some of the issues associated with learning from animations, but also explores how problem complexity (element interactivity) impacts on learning from animations. We conclude that both transient information and problem complexity need to be addressed when designing instructional animations. However, there are some significant interactions between these two factors, which are seldom examined together, that require further research.


Factors that Impact on the Effectiveness of Instructional Animations

January 2020

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1,549 Reads

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10 Citations

This chapter outlines a number of factors that have impacted the research into instructional animations. It describes how the findings from comparisons between animations and statics, the major research paradigm, has found mixed results showing that animations are not always more effective than equivalent static pictures. We also describe some mounting evidence that animations seem to be particularly more suited to learning human motor skills rather than other types of knowledge and skills. However, we conclude that it is difficult to have total confidence in the research because many studies have inbuilt design biases that have not been controlled for. In addition, three learner characteristics (spatial ability, gender, and prior knowledge), which have been shown to influence the effectiveness animations, are also often ignored in the research. We discuss the transient nature of information present in animations that increases cognitive load and is a major impediment to learning. We also outline a number of compensatory strategies, such as learner interactivity and segmentation, that can support learning from animations, and describe how more general learning strategies, such as gesturing and collaboration, can be used in tandem with animations to facilitate greater learning.


Visuospatial Tests and Multimedia Learning: The Importance of Employing Relevant Instruments

January 2020

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937 Reads

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15 Citations

The visuospatial processor of working memory is used for manipulations of visual and spatial information, such as mental rotation and mental folding, and consequently plays an essential role in learning from static and dynamic visualisations in multimedia materials. Learners showing low scores in tests of visuospatial abilities (e.g., mental rotation tests) tend to show low scores in tests of multimedia content, especially if these multimedia include a high total cognitive load. However, since there are several visuospatial processing abilities, the specific relationship between a certain ability and learning a certain multimedia task is not always clear. In this review chapter we provide examples of studies where the visuospatial ability investigated was not directly related to the multimedia learning task, as well as studies in which there was a more direct relationship. We argue that future research should explore more direct links between different visuospatial abilities and particular multimedia learning tasks.


Citations (86)


... However, whether the visibility of the lecturer's hand increases actual learning has not been investigated before. Seeing the lecturer's hand could also inspire students to take notes by hand (on paper), which is expected to translate into increased learning (Castro-Alonso et al., 2024). Understanding the impact of ☆ Ethical clearance was obtained from the Research Ethical Committee of Stellenbosch University (Project number: ACC-2022-26857) prior to conducting the experiment. ...

Reference:

The impact of observing lecturer hand motor actions on the learning of cognitive skills in higher education
Research Avenues Supporting Embodied Cognition in Learning and Instruction

Educational Psychology Review

... The introduction of artificial intelligence (AI) technologies has ushered in a new era of possibilities for enhancing the writing abilities of language learners and writers (Liu et al., 2023). These technological advancements have fundamentally reshaped the landscape of language acquisition and writing assistance, offering innovative tools and solutions to address the challenges faced by individuals mastering a new language (Bahari et al., 2023). The integration of AI into language learning and writing domains has enriched learning experiences and elevated writing proficiency, marking a significant departure from traditional approaches to language instruction and writing support (Har & Ma, 2023). ...

Improving Computer-Assisted Language Learning Through the Lens of Cognitive Load language learning

Educational Psychology Review

... Learning how to complete a movement-based task with the incorporation of practice may involve a variety of mechanisms that contribute to gender differences [69]. In particular, females have been found to be significantly disadvantaged when it comes to visuospatial memory [70]. ...

Investigating the impact of gender-differences and spatial ability on learning from instructional animations

L?Année psychologique

... The worked example effect occurs when greater learning is achieved through studying worked-out solutions to problems rather than through problem-solving methods. The effect has been extensively researched within the field of cognitive load theory (CLT; see [1,2]), finding substantial evidence that for novice learners in particular, explicit instruction based on studying expert solutions to problems is more effective for acquiring new knowledge than unguided problem-solving methods (see [3,4]). Evidence supporting the worked example effect has been found in a wide spectrum of learning domains and under various conditions (for summaries, see [4,5]). ...

Worked Examples
  • Citing Article
  • April 2018

... In educational research, there is a need to design online learning content that is effective for learning across all students and that is relevant to multiple disciplines. Learning using instructional animations [1][2][3] and incorporating practice [4,5] while learning are both areas that have been studied by many researchers, but mostly independently of each other. The present study addresses this gap by combining both domains to explore when and how it is best to use practice to support learning from instructional animations. ...

Investigating the role of hand perspective in learning from procedural animations

British Journal of Educational Psychology

... Given its effectiveness, eye tracking has been used to capture behavior in several domains, such as user interface design [37], neurologic disorders [38], and human behavior [39]. Within the context of cognitive load measurement, pupillometry (i.e., the measure of pupil diameter) is a widely used eye-tracking metric [40,41]. ...

The Validity of Physiological Measures to Identify Differences in Intrinsic Cognitive Load

... Cognitive load theory, which is widely recognized in psychology, focuses on mental effort during tasks (Sweller, 1988). This warns that too much information can overwhelm consumer, leading to negative attitudes toward products and less willingness to engage (Ayres, 2020;Semin and Smith, 2013). This theory impacts education (Sweller, 1988), health science (Ghanbari et al., 2020), and marketing (Kao and Wu, 2019) emphasizing the need to present information to optimize learning, user experience, and consumer behavior. ...

Something Old, Something New from Cognitive Load Theory
  • Citing Article
  • July 2020

Computers in Human Behavior

... Instructional animations have been used across many domains and have been highly successful in teaching hand motor tasks [1][2][3]6]. We use the term animations to refer to instructional animations, including both video-based animations and animated graphics, which is consistent with how many researchers have used this term (e.g., [1,2,[6][7][8]). A meta-analysis conducted by Hoffler and Leutner [9] suggests that animations lead to better learning compared to equivalent statics for movement-based tasks. ...

Using mimicking gestures to improve observational learning from instructional videos

... Mathematics, specifically algebra, was chosen as the learning topic, as it was expected to generate a worked-example effect, based on previous research (see [17,18,47]), and importantly has high element interactivity [11], with an expected medium level effect size (see the meta-analysis of Bichler et al. [28]). ...

Investigating how errors should be flagged and worked examples structured when providing feedback to novice learners of mathematics
  • Citing Article
  • August 2019

... Our use of primary visualization and working memory theory-based modeling in the second module is a step toward incorporating cognitive principles. Indeed, literature on cognitive theory often employs visualization or video as illustrative examples [6,11,51] and studies in infovis [5,47] have integrated cognitive theory to examine the efficacy and complexity of individual visualizations. Extending such approaches to animated visualization sequences and videos could prove beneficial. ...

Instructional Visualizations, Cognitive Load Theory, and Visuospatial Processing