Randall W. Engle’s research while affiliated with Georgia Institute of Technology and other places

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Publications (15)


“No apology necessary”: Cognitive determinants of unaided automation trust decline and recovery
  • Preprint

July 2024

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1 Read

Connie Ku

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Richard Pak

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Randall W Engle

Objective: This study examined how cognitive abilities – working memory (WM), attention control (AC), fluid intelligence (Gf) – were related to the dynamics of trust. Background: Prior research has highlighted the potential importance of individual difference factors such as working memory capacity on trust in automation (e.g., Rovira, Pak, McLaughlin, 2017). However, the specific dynamics of trust change and how it is influenced by cognitive abilities are unknown. Method: Participants completed a series of cognitive ability tests and a computer-based automation task. Trust was measured at three different time points. Results: WM and Gf significantly predicted trust recovery. Trust decline was unrelated to any ability. Conclusion: These findings further support the notion that trust in automation is related to cognitive abilities, and suggest that each cognitive ability influences the dynamics of trust differently. Application: Future automation designs should support cognitive abilities that are linked to the dynamics of trust, such as initial trust formation and trust recovery. Enhancing these specific cognitive processes related to trust enables users to calibrate their trust more accurately.


Modality matters: Three auditory conflict tasks to measure individual differences in attention control
  • Article
  • Full-text available

February 2024

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139 Reads

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3 Citations

Behavior Research Methods

Early work on selective attention used auditory-based tasks, such as dichotic listening, to shed light on capacity limitations and individual differences in these limitations. Today, there is great interest in individual differences in attentional abilities, but the field has shifted towards visual-modality tasks. Furthermore, most conflict-based tests of attention control lack reliability due to low signal-to-noise ratios and the use of difference scores. Critically, it is unclear to what extent attention control generalizes across sensory modalities, and without reliable auditory-based tests, an answer to this question will remain elusive. To this end, we developed three auditory-based tests of attention control that use an adaptive response deadline (DL) to account for speed–accuracy trade-offs: Auditory Simon DL, Auditory Flanker DL, and Auditory Stroop DL. In a large sample (N = 316), we investigated the psychometric properties of the three auditory conflict tasks, tested whether attention control is better modeled as a unitary factor or modality-specific factors, and estimated the extent to which unique variance in modality-specific factors contributed incrementally to the prediction of dichotic listening and multitasking performance. Our analyses indicated that the auditory conflict tasks have strong psychometric properties and demonstrate convergent validity with visual tests of attention control. Auditory and visual attention control factors were highly correlated (r = .81)—even after controlling for perceptual processing speed (r = .75). Modality-specific attention control factors accounted for unique variance in modality-matched criterion measures, but the majority of the explained variance was modality-general. The results suggest an interplay between modality-general attention control and modality-specific processing.

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Copyright Page

April 2023

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6 Reads

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Susan E. Gathercole

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[...]

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Randall W. Engle

Memory is essential for everyday life. The understanding and study of memory has continued to grow over the years, thanks to well controlled laboratory studies and theory development. However, major challenges arise when attempting to apply theories of memory function to practical problems in society. A theory might be robust in explaining experimental data but fail to capture all that is important when taken out of the lab. The good news is that the application of memory in science to challenges in society is rapidly expanding. In Memory in Science for Society leading international researchers share their passion for combining memory in science with applications of that science to a wide range of challenges in society. Chapters demonstrate how that scientific passion has addressed challenges in education, life attainment, second language learning, remembering life events and faces of strangers, future planning and decision making, lifespan cognitive development and age-related cognitive decline, following instructions, and assessment and rehabilitation of cognitive impairment following brain damage. Written and edited by the leading researchers in the field, this book offers an important and influential addition to the memory literature, providing a new and comprehensive focus on the connection between theory and practice in memory and society.


Memory in Science for Society: There is nothing as practical as a good theory

April 2023

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305 Reads

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5 Citations

Memory is essential for everyday life. The understanding and study of memory has continued to grow over the years, thanks to well controlled laboratory studies and theory development. However, major challenges arise when attempting to apply theories of memory function to practical problems in society. A theory might be robust in explaining experimental data but fail to capture all that is important when taken out of the lab. The good news is that the application of memory in science to challenges in society is rapidly expanding. In Memory in Science for Society leading international researchers share their passion for combining memory in science with applications of that science to a wide range of challenges in society. Chapters demonstrate how that scientific passion has addressed challenges in education, life attainment, second language learning, remembering life events and faces of strangers, future planning and decision making, lifespan cognitive development and age-related cognitive decline, following instructions, and assessment and rehabilitation of cognitive impairment following brain damage. Written and edited by the leading researchers in the field, this book offers an important and influential addition to the memory literature, providing a new and comprehensive focus on the connection between theory and practice in memory and society.


Introduction: When applying memory theory does, and does not work

April 2023

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62 Reads

Memory is essential for everyday life. The understanding and study of memory has continued to grow over the years, thanks to well controlled laboratory studies and theory development. However, major challenges arise when attempting to apply theories of memory function to practical problems in society. A theory might be robust in explaining experimental data but fail to capture all that is important when taken out of the lab. The good news is that the application of memory in science to challenges in society is rapidly expanding. In Memory in Science for Society leading international researchers share their passion for combining memory in science with applications of that science to a wide range of challenges in society. Chapters demonstrate how that scientific passion has addressed challenges in education, life attainment, second language learning, remembering life events and faces of strangers, future planning and decision making, lifespan cognitive development and age-related cognitive decline, following instructions, and assessment and rehabilitation of cognitive impairment following brain damage. Written and edited by the leading researchers in the field, this book offers an important and influential addition to the memory literature, providing a new and comprehensive focus on the connection between theory and practice in memory and society.


Dedication

April 2023

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12 Reads

Memory is essential for everyday life. The understanding and study of memory has continued to grow over the years, thanks to well controlled laboratory studies and theory development. However, major challenges arise when attempting to apply theories of memory function to practical problems in society. A theory might be robust in explaining experimental data but fail to capture all that is important when taken out of the lab. The good news is that the application of memory in science to challenges in society is rapidly expanding. In Memory in Science for Society leading international researchers share their passion for combining memory in science with applications of that science to a wide range of challenges in society. Chapters demonstrate how that scientific passion has addressed challenges in education, life attainment, second language learning, remembering life events and faces of strangers, future planning and decision making, lifespan cognitive development and age-related cognitive decline, following instructions, and assessment and rehabilitation of cognitive impairment following brain damage. Written and edited by the leading researchers in the field, this book offers an important and influential addition to the memory literature, providing a new and comprehensive focus on the connection between theory and practice in memory and society.


Memory in Science for Society: There is nothing as practical as a good theory

April 2023

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600 Reads

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6 Citations

Memory is essential for every day life. The understanding and study of memory has continued to grow over the years, thanks to well controlled laboratory studies and theory development. However, major challenges arise when attempting to apply theories of memory function to practical problems in society. A theory might be robust in explaining experimental data but fail to capture all that is important when taken out of the lab. The good news is that the application of memory in science to challenges in society is rapidly expanding, and Memory in Science for Society bridges that gap. Inspired by the synergy between theory and application in memory research, leading international researchers share their passion for combining memory in science with applications of that science to a wide range of challenges in society. Chapters demonstrate how that scientific passion has addressed challenges in education, life attainment, second language learning, remembering life events and faces of strangers, future planning and decision making, lifespan cognitive development and age-related cognitive decline, following instructions, and assessment and rehabilitation of cognitive impairment following brain damage. Written and edited by the leading researchers in the field, the book will be an important and influential addition to the memory literature, providing a new and comprehensive focus on the connection between theory and practice in memory and society. https://global.oup.com/academic/product/memory-in-science-for-society-9780192849069?q=robert%20logie&lang=en&cc=gb



Nature and Measurement of Attention Control

August 2022

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1,020 Reads

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3 Citations

Individual differences in the ability to control attention are correlated with a wide range of important outcomes, from academic achievement and job performance to health behaviors and emotion regulation. Nevertheless, the theoretical nature of attention control as a cognitive construct has been the subject of heated debate, spurred on by psychometric issues that have stymied efforts to reliably measure differences in the ability to control attention. For theory to advance, our measures must improve. We introduce three efficient, reliable, and valid tests of attention control that each take less than three minutes to administer: Stroop Squared, Flanker Squared, and Simon Squared. Two studies (online and in-lab) comprising more than 600 participants demonstrate that the three “Squared” tasks have great internal consistency (avg. = .95) and test-retest reliability across sessions (avg. r = .67). Latent variable analyses revealed that the Squared tasks loaded highly on a common factor, which was strongly correlated with an attention control factor based on established measures (avg. r = .81). Moreover, attention control correlated strongly with fluid intelligence, working memory capacity, and processing speed, and helped explain their covariation. We found that the Squared attention control tasks accounted for 75% of the variance in multitasking ability at the latent level, and that fluid intelligence, attention control, and processing speed fully accounted for individual differences in multitasking ability. Our results suggest that Stroop Squared, Flanker Squared, and Simon Squared are reliable and valid indicators of attention control. The tasks are freely available online (https://osf.io/7q598/).


Attention Control: A Cornerstone of Higher-Order Cognition - Burgoyne & Engle

September 2020

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36 Reads

For years, psychologists have wondered why people who are highly skilled in one cognitive domain tend to be skilled in other cognitive domains, too. In this article, we explain how attention control provides a common thread between higher-order cognitive abilities, including fluid intelligence, working memory capacity, and sensory discrimination. Attention control allows us to pursue our goals in spite of distractions and temptations, to deviate from the habitual, and to keep information in mind amidst a maelstrom of divergent thought. Highlighting results from our lab, we describe the role of attention control in information maintenance and disengagement, and how these functions contribute to performance in a variety of complex cognitive tasks. We also describe a recent undertaking in which we developed new and improved attention control tasks, which had higher reliabilities, stronger inter-correlations, and higher loadings on a common factor than traditional measures. From an applied perspective, these new attention control tasks show great promise for use in personnel selection assessments. We close by outlining exciting avenues for future research.


Citations (6)


... We attempted to accomplish this in three ways. First, we included both visual (Draheim et al., , 2023 and auditory (Burgoyne et al., 2024) tasks to measure attention control, ensuring a broad, modality-general factor (Engle, 2018). Second, we measured and statistically controlled for other constructs that might account for some of the variation in attention control and inspection time, specifically noninspection time measures of processing speed. ...

Reference:

Faster, Smarter, and More Attentive: The Control of Attention Is About More Than Just Conflict Resolution
Modality matters: Three auditory conflict tasks to measure individual differences in attention control

Behavior Research Methods

... This would be in keeping with how our understanding of working memory has benefited by drawing on convergent evidence from mul7ple popula7ons. For example, Hitch and Halliday (1983; see also Hitch, 2002) discussed the value of developmental evidence for informing working memory (see also Cowan, 2023), while the mul7component working memory model has omen been linked to evidence from healthy ageing and neuropsychological popula7ons (e.g., Baddeley et al., 1991Baddeley et al., , 2010. ...

Memory in Science for Society: There is nothing as practical as a good theory

... In addition, this latent factor correlated with WMC and intelligence and these correlations could not be explained by task-general processing speed. Further research reported additional evidence for the validity of this battery of novel executive function tasks by finding a common factor of executive processes independent of task-general processing speed (Burgoyne et al., 2022;Draheim et al., 2023). These modified tasks were highly reliable (all estimates ≥ 0.86) and fast to administer (see: Burgoyne et al., 2022). ...

Nature and Measurement of Attention Control

... I thank the editors and commenters for thoughtful critiques and questions regarding the proposal that mitochondrial functioning is the most fundamental biological process contributing to human cognition and links cognition to health and aging (Geary 2018(Geary , 2019a(Geary , 2019b. I cannot address all of the critiques and questions in detail and will focus on the most central of them: specifically, the relative contributions of mitochondria to individual differences in g (Debatin 2020;Matzel et al. 2020;Savi et al. 2020;Stankov 2020;Ujma and Kovacs 2020); empirical approaches to testing the hypothesis (Burgoyne and Engle 2020;Matzel et al. 2020;Sternberg 2020); and, the adaptive function of intelligence from an evolutionary perspective (De Boeck and Kovacs 2020;Sternberg 2020). Many of the more specific critiques and questions are addressed in the context of these broader issues and summary responses to them are provided in Table 1. ...

Mitochondrial Functioning and Its Relation to Higher-Order Cognitive Processes

... To achieve a more reliable systematic literature review, the authors adopted the PRISMA 2020 Checklist (Aczel et al. (2020) to check the inclusion of the criteria of articles. When applying this checklist, some of the Eighty-four related articles were removed, after the content verification process illustrated in Table 1. ...

A consensus-based transparency checklist

Nature Human Behaviour

... according to Robinson's cognition hypothesis, 2015), their organization of contents (e.g., structured vs. unstructured; Foster & Skehan, 1996) in tandem with their possible demands of WM resources or their cognitive load. In a similar vein, whether or when to provide strategic support or interventions, during task preparation or task completion stages, should it be before (pre-task), during (within-task), or after (post-task) etcetera can be manipulated strategically to improve task performance (e.g., Skehan, 2015). That is to say, future research can be effectively extended to explore how carefully designed and manipulated task characteristics, task preparations, and task implementation conditions can circumvent or overcome WM limitations in mediating task performance (R. Skehan, 2015;Wen, 2016). ...

Working memory in interpreting: A commentary on theoretical models