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Branson IS, Speelman CP, Rogers SL. Intrinsic motivation in a virtual reality mock crime affects participants' willingness to invest more effort in deceptive interviews. Sci Rep 2024; 14:33. [PMID: 38167933 PMCID: PMC10762196 DOI: 10.1038/s41598-023-50515-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/19/2023] [Accepted: 12/20/2023] [Indexed: 01/05/2024] Open
Abstract
In studies of investigative interviewing, it is not well understood how participant experience of mock-crime activities might affect participants' desire to perform (well) in subsequent interviews. In this study, we utilized two immersive virtual reality mock-crimes to examine if participants' intrinsic motivation (i.e., competence, autonomy, relatedness) while committing the virtual mock-crime affects their desire to perform well in interviews. We also examined if the self-reported feeling of presence during the virtual reality mock-crime is associated with participants' intrinsic motivation. We found significant positive associations between presence and all intrinsic motivation variables in both truth and lie conditions. We also found that competence and relatedness significantly predicted the self-reported effort to perform well in interviews. We discuss these results in the context of prior literature and provide recommendations for researchers on the design of mock-crime experiences.
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Affiliation(s)
- Isabella S Branson
- Experimental Psychology Unit, Edith Cowan University, Perth, WA, Australia
| | - Craig P Speelman
- Experimental Psychology Unit, Edith Cowan University, Perth, WA, Australia
| | - Shane L Rogers
- Experimental Psychology Unit, Edith Cowan University, Perth, WA, Australia.
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2
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Guidetti OA, Speelman CP, Bouhlas P. The WACDT, a modern vigilance task for network defense. Front Neurogenom 2023; 4:1215497. [PMID: 38234483 PMCID: PMC10790921 DOI: 10.3389/fnrgo.2023.1215497] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 05/02/2023] [Accepted: 10/23/2023] [Indexed: 01/19/2024]
Abstract
Vigilance decrement refers to a psychophysiological decline in the capacity to sustain attention to monotonous tasks after prolonged periods. A plethora of experimental tasks exist for researchers to study vigilance decrement in classic domains such as driving and air traffic control and baggage security; however, the only cyber vigilance tasks reported in the research literature exist in the possession of the United States Air Force (USAF). Moreover, existent cyber vigilance tasks have not kept up with advances in real-world cyber security and consequently no longer accurately reflect the cognitive load associated with modern network defense. The Western Australian Cyber Defense Task (WACDT) was designed, engineered, and validated. Elements of network defense command-and-control consoles that influence the trajectory of vigilance can be adjusted within the WACDT. These elements included cognitive load, event rate, signal salience and workload transitions. Two forms of the WACDT were tested. In static trials, each element was adjusted to its maximum level of processing difficulty. In dynamic trials, these elements were set to increase from their minimum to their maximum values. Vigilance performance in static trials was shown to improve over time. In contrast, dynamic WACDT trials were characterized by vigilance performance declines. The WACDT provides the civilian human factors research community with an up-to-date and validated vigilance task for network defense accessible to civilian researchers.
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Affiliation(s)
- Oliver A. Guidetti
- Edith Cowan University, Joondalup, WA, Australia
- Western Australian Department of the Premier and Cabinet, Perth, WA, Australia
- The Cyber Security Research Cooperative, Joondalup, WA, Australia
| | | | - Peter Bouhlas
- Western Australian Department of the Premier and Cabinet, Perth, WA, Australia
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Guidetti OA, Speelman CP, Bouhlas P. Mapping between cognitive theories and psycho-physiological models of attention system performance. Cereb Cortex 2023; 33:10122-10138. [PMID: 37492014 PMCID: PMC10502801 DOI: 10.1093/cercor/bhad271] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/02/2023] [Revised: 06/27/2023] [Accepted: 06/28/2023] [Indexed: 07/27/2023] Open
Abstract
Declines in the capacity to sustain attention to repetitive, monotonous tasks is a phenomenon known as vigilance decrement (Endsley M, Kiris E. The out-of-the-loop performance problem and level of control in automation. 1995. Hum Factors. 37:32-64). This review compares cognitive theories with psycho-physiological models of vigilance decrement, and a gap is identified in mapping between the 2. That is, theories of vigilance decrement refer to "cognitive" resources; by contrast, psychophysiological models of the cerebral systems associated with attention explain performance functions according to neurochemical resources. A map does not currently exist in the literature that bridges the gap between cognitive theories of vigilance decrement and psychophysiological models of the human attention system. The link between "cognitive resource" theories of vigilance decrement and the psychophysiological models of attention performance is a gap in the literature that this review fills. This comprehensive review provides an expanded psychophysiological understanding of vigilance decrement that could help inform the management of declines in sustained attention capacity in operational settings. In addition, elucidating the link between cognitive theories of vigilance decrement and psychophysiological models of the human attention system might be used to treat and better understand pathologies such as attention-deficit hyperactivity disorder.
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Affiliation(s)
- Oliver A Guidetti
- Western Australian Department of the Premier and Cabinet, The Cyber Security Research Cooperative, Edith Cowan University, Building 30, 270 Joondalup Dr, Joondalup, Western Australia 6027, Australia
| | - Craig P Speelman
- Department of Psychology, Edith Cowan University, Building 30, 270 Joondalup Dr, Joondalup, Western Australia 6027, Australia
| | - Peter Bouhlas
- Western Australian Department of the Premier and Cabinet, Dumas House, 2 Havelock St, West Perth, Western Australia 6005, Australia
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Croy G, Gerrans P, Speelman CP. A mediating role for anticipated regret in predicting retirement savings intention between groups with (without) past behaviour. Australian Journal of Psychology 2020. [DOI: 10.1111/ajpy.12070] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Affiliation(s)
- Gerry Croy
- School of Accounting and Finance, Edith Cowan University, Joondalup, Western Australia, Australia,
| | - Paul Gerrans
- Business School, The University of Western Australia, Crawley, Western Australia, Australia,
| | - Craig P. Speelman
- School of Psychology and Social Science, Edith Cowan University, Joondalup, Western Australia, Australia,
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Speelman CP, McGann M. Statements About the Pervasiveness of Behavior Require Data About the Pervasiveness of Behavior. Front Psychol 2020; 11:594675. [PMID: 33329258 PMCID: PMC7711086 DOI: 10.3389/fpsyg.2020.594675] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/14/2020] [Accepted: 10/20/2020] [Indexed: 11/17/2022] Open
Abstract
Despite recent close attention to issues related to the reliability of psychological research (e.g., the replication crisis), issues of the validity of this research have not been considered to the same extent. This paper highlights an issue that calls into question the validity of the common research practice of studying samples of individuals, and using sample-based statistics to infer generalizations that are applied not only to the parent population, but to individuals. The lack of ergodicity in human data means that such generalizations are not justified. This problem is illustrated with respect to two common scenarios in psychological research that raise questions for the sorts of theories that are typically proposed to explain human behavior and cognition. The paper presents a method of data analysis that requires closer attention to the range of behaviors exhibited by individuals in our research to determine the pervasiveness of effects observed in sample data. Such an approach to data analysis will produce results that are more in tune with the types of generalizations typical in reports of psychological research than mainstream analysis methods.
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Affiliation(s)
- Craig P. Speelman
- School of Arts and Humanities, Edith Cowan University, Joondalup, WA, Australia
| | - Marek McGann
- Mary Immaculate College, University of Limerick, Limerick, Ireland
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Cresswell C, Speelman CP. Does mathematics training lead to better logical thinking and reasoning? A cross-sectional assessment from students to professors. PLoS One 2020; 15:e0236153. [PMID: 32726352 PMCID: PMC7390332 DOI: 10.1371/journal.pone.0236153] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/13/2020] [Accepted: 06/30/2020] [Indexed: 11/18/2022] Open
Abstract
Mathematics is often promoted as endowing those who study it with transferable skills such as an ability to think logically and critically or to have improved investigative skills, resourcefulness and creativity in problem solving. However, there is scant evidence to back up such claims. This project tested participants with increasing levels of mathematics training on 11 well-studied rational and logical reasoning tasks aggregated from various psychological studies. These tasks, that included the Cognitive Reflection Test and the Wason Selection Task, are of particular interest as they have typically and reliably eluded participants in all studies, and results have been uncorrelated with general intelligence, education levels and other demographic information. The results in this study revealed that in general the greater the mathematics training of the participant, the more tasks were completed correctly, and that performance on some tasks was also associated with performance on others not traditionally associated. A ceiling effect also emerged. The work is deconstructed from the viewpoint of adding to the platform from which to approach the greater, and more scientifically elusive, question: are any skills associated with mathematics training innate or do they arise from skills transfer?
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Affiliation(s)
- Clio Cresswell
- School of Mathematics and Statistics, The University of Sydney, Sydney, Australia
| | - Craig P. Speelman
- School of Arts and Humanities, Edith Cowan University, Joondalup, Australia
- * E-mail:
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Abstract
A century ago, Einstein distinguished between two kinds of theory—theories of principle and constructive theories. These have separate but complementary roles to play in the advancement of knowledge, in the manner in which they relate to data and in how they are developed. The different kinds of theory carry implications for what kinds of data we produce and for how they are put to use. We outline Einstein’s distinction and the model of theory formation that it involves. We then use the distinction to look at some of the discussion of scientific practice in psychology, particularly recent work on the need for more theoretical, rather than purely methodological, sophistication. We argue in agreement with Einstein that the distinction is a useful one and that adopting it as a tenet of theoretical development requires a renewed commitment to a natural history of psychology.
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Abstract
In a simple experiment, we demonstrate that you don't need to mindfully look at the eyes of your audience to be perceived as making eye contact during face-to-face conversation. Simply gazing somewhere around the face/head area will suffice. Or to borrow a term from Mareschal and colleagues, direct gaze will suffice. For those readers who experience anxiety when gazing specifically at another person's eyes, or when being gazed at, we expect this is welcome news.
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Affiliation(s)
- Shane L Rogers
- Psychology Department, Edith Cowan University, Perth, Australia
| | - Oliver Guidetti
- Psychology Department, Edith Cowan University, Perth, Australia
| | | | | | - Ruben Phillips
- Medical and Health Sciences, Edith Cowan University, Perth, Australia
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Speelman CP, Shadbolt E. The role of awareness of repetition during the development of automaticity in a dot-counting task. PeerJ 2018; 6:e4329. [PMID: 29404220 PMCID: PMC5797452 DOI: 10.7717/peerj.4329] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/21/2017] [Accepted: 01/16/2018] [Indexed: 12/02/2022] Open
Abstract
This study examined whether being aware of the repetition of stimuli in a simple numerosity task could aid the development of automaticity. The numerosity task used in this study was a simple counting task. Thirty-four participants were divided into two groups. One group was instructed that the stimuli would repeat many times throughout the experiment. The results showed no significant differences in the way automatic processing developed between the groups. Similarly, there was no correlation between the point at which automatic processing developed and the point at which participants felt they benefitted from the repetition of stimuli. These results suggest that extra-trial features of a task may have no effect on the development of automaticity, a finding consistent with the instance theory of automatisation.
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Affiliation(s)
- Craig P Speelman
- School of Arts and Humanities, Edith Cowan University, Joondalup, Western Australia, Australia
| | - Emma Shadbolt
- School of Arts and Humanities, Edith Cowan University, Joondalup, Western Australia, Australia
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Speelman CP, McGann M. Editorial: Challenges to Mean-Based Analysis in Psychology: The Contrast Between Individual People and General Science. Front Psychol 2016; 7:1234. [PMID: 27594845 PMCID: PMC4990536 DOI: 10.3389/fpsyg.2016.01234] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/18/2016] [Accepted: 08/03/2016] [Indexed: 12/03/2022] Open
Affiliation(s)
- Craig P Speelman
- School of Psychology and Social Science, Edith Cowan University Joondalup, WA, Australia
| | - Marek McGann
- Department of Psychology, Mary Immaculate College, University of Limerick Limerick, Ireland
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Tan BWZ, Pooley JA, Speelman CP. A Meta-Analytic Review of the Efficacy of Physical Exercise Interventions on Cognition in Individuals with Autism Spectrum Disorder and ADHD. J Autism Dev Disord 2016; 46:3126-43. [DOI: 10.1007/s10803-016-2854-x] [Citation(s) in RCA: 47] [Impact Index Per Article: 5.9] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/21/2022]
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Merema MR, Speelman CP. The Interdependence of Long- and Short-Term Components in Unmasked Repetition Priming: An Indication of Shared Resources. PLoS One 2015; 10:e0144747. [PMID: 26660083 PMCID: PMC4684243 DOI: 10.1371/journal.pone.0144747] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/12/2015] [Accepted: 11/23/2015] [Indexed: 11/19/2022] Open
Abstract
It has been suggested that unmasked repetition priming is composed of distinct long-and short-term priming components. The current study sought to clarify the relationship between these components by examining the relationship between them. A total of 60 people (45 females, 15 males) participated in a computer-based lexical decision task designed to measure levels of short-term priming across different levels of long-term priming. The results revealed an interdependent relationship between the two components, whereby an increase in long-term priming prompted a decrease in short-term priming. Both long-term and short-term priming were accurately captured by a single power function over seven minutes post repetition, suggesting the two components may draw on the same resources. This interdependence between long- and short-term priming may serve to improve fluency in reading.
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Affiliation(s)
- Matt R. Merema
- School of Psychology and Social Science, Edith Cowan University, Joondalup, Western Australia, Australia
| | - Craig P. Speelman
- School of Psychology and Social Science, Edith Cowan University, Joondalup, Western Australia, Australia
- * E-mail:
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13
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Abstract
This experiment is a replication of experiments reported by Lassaline and Logan (1993) using the visual numerosity task. The aim was to replicate the transition from controlled to automatic processing reported by Lassaline and Logan (1993), and to examine the extent to which this result, reported with average group results, can be observed in the results of individuals within a group. The group results in this experiment did replicate those reported by Lassaline and Logan (1993); however, one half of the sample did not attain automaticity with the task, and one-third did not exhibit a transition from controlled to automatic processing. These results raise questions about the pervasiveness of automaticity, and the interpretation of group means when examining cognitive processes.
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Affiliation(s)
- Craig P Speelman
- School of Psychology and Social Science, Edith Cowan University, Joondalup WA, Australia
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Speelman CP. The acquisition of expertise in the classroom: are current models of education appropriate? Front Psychol 2014; 5:580. [PMID: 24971070 PMCID: PMC4053782 DOI: 10.3389/fpsyg.2014.00580] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/15/2014] [Accepted: 05/25/2014] [Indexed: 11/13/2022] Open
Affiliation(s)
- Craig P Speelman
- School of Psychology and Social Science, Cognition Research Group, Edith Cowan University Joondalup, Australia
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Merema MR, Speelman CP, Foster JK, Kaczmarek EA. Neuroticism (not depressive symptoms) predicts memory complaints in some community-dwelling older adults. Am J Geriatr Psychiatry 2013; 21:729-36. [PMID: 23834858 DOI: 10.1016/j.jagp.2013.01.059] [Citation(s) in RCA: 33] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/26/2012] [Revised: 05/10/2012] [Accepted: 06/19/2012] [Indexed: 11/18/2022]
Abstract
OBJECTIVES To examine whether depressive symptoms are useful predictors of subjective memory complaints in community-dwelling older adults, beyond the predictive utility already provided by memory performance and characteristics of personality. DESIGN Using hierarchical regression, we examined the relationship between depressive symptoms and subjective memory complaints, controlling for age, gender, education, memory performance, conscientiousness, and neuroticism. PARTICIPANTS Community-dwelling older adults aged 66 to 90 years (N = 177) who responded to a newspaper advertisement for a memory study in Perth, Western Australia. MEASUREMENTS The General Frequency of Forgetting scale (for memory complaints), Depression Anxiety Stress Scales (for depressive symptoms), NEO-Five Factor Inventory (for conscientiousness and neuroticism), and the Visual Reproduction and Logical Memory subtests from the Wechsler Memory Scale-4th Edition (for visual and verbal memory). RESULTS The hierarchical regression analysis indicated that while depressive symptoms significantly predicted memory complaints after variance associated with age, gender, education, memory performance, and conscientiousness was partialled out, they accounted for almost none of the variance in complaints when neuroticism was partialled out. CONCLUSIONS The well-established relationship between depression and memory complaints may exist in some community-dwelling older adult populations only on account of the manner in which both are associated with neuroticism.
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Affiliation(s)
- Matt R Merema
- School of Psychology & Social Science, Edith Cowan University, Joondalup, Australia.
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Abstract
In this paper we voice concerns about the uncritical manner in which the mean is often used as a summary statistic in psychological research. We identify a number of implicit assumptions underlying the use of the mean and argue that the fragility of these assumptions should be more carefully considered. We examine some of the ways in which the potential violation of these assumptions can lead us into significant theoretical and methodological error. Illustrations of alternative models of research already extant within Psychology are used to explore methods of research less mean-dependent and suggest that a critical assessment of the assumptions underlying its use in research play a more explicit role in the process of study design and review.
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Affiliation(s)
- Craig P Speelman
- School of Psychology and Social Science, Edith Cowan University, Joondalup WA, Australia
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Speelman CP, Forbes JD, Giesen K. Performing New Tasks with Old Skills: Is Prediction Possible? BIO Web of Conferences 2011. [DOI: 10.1051/bioconf/20110100085] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022] Open
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Abstract
Previous research has suggested that the use of song can facilitate recall of text. This study examined the effect of repetition of a melody across verses, familiarity with the melody, rhythm, and other structural processing hypotheses to explain this phenomenon. Two experiments were conducted, each with 100 participants recruited from undergraduate Psychology programs (44 men, 156 women, M age = 28.5 yr., SD = 9.4). In Exp. 1, participants learned a four-verse ballad in one of five encoding conditions (familiar melody, unfamiliar melody, unknown rhythm, known rhythm, and spoken). Exp. 2 assessed the effect of familiarity in rhythm-only conditions and of pre-exposure with a previously unfamiliar melody. Measures taken were number of verbatim words recalled and number of lines produced with correct syllabic structure. Analysis indicated that rhythm, with or without musical accompaniment, can facilitate recall of text, suggesting that rhythm may provide a schematic frame to which text can be attached. Similarly, familiarity with the rhythm or melody facilitated recall. Findings are discussed in terms of integration and dual-processing theories.
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Abstract
Repetition priming from text to isolated words has been difficult to observe. One explanation for this difficulty is that previous attempts to observe this type of priming have utilised conditions that normally reduce priming. Two experiments were conducted to evaluate this hypothesis. Experiment 1 involved participants being presented with words in isolation and in text passages. The words were then presented again in a lexical decision test. Results indicated that priming occurred as a result of exposure to both isolated words and words in text, although priming was greater in the word-word condition. Experiment 2 investigated whether priming occurred in a lexical decision test on words that had been read prior to the test in Milan Kundera's novel "The Unbearable Lightness of Being." There was some evidence that participants who had read the book recently were faster at lexical decision to words from the book than participants who had not read the book. The two experiments therefore indicate that priming can occur from text to isolated words, although it is smaller in magnitude to that observed from word to word. Reasons for this difference, as suggested by Kirsner and Speelman (J. Exp. Psychol.: Learn. Mem. Cogn. 22 (1996) 563) model of repetition priming, are discussed.
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Affiliation(s)
- Craig P Speelman
- School of Psychology, Edith Cowan University, Joondalup, Western Australia, Australia.
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Abstract
The research in this paper was designed to examine the extent to which improvement on a training task can be used to predict performance on a transfer task. This aim involved evaluating the proposition that when old skills are executed in the context of new tasks, they continue to improve as if stimulus conditions have not changed. That is, power functions that describe improvement on old skills during their initial acquisition should predict further improvement on these skills during their execution in new tasks. Three experiments were performed to achieve the aim of testing this proposition. Experiment 1 revealed that old skills were executed slower in the context of a new task than was predicted on the basis of training performance. Hence improvement in the old skills appeared to be disrupted by performance of the new task. Experiment 2 was designed to examine whether this disruption was due to an increase in complexity in the task from training to transfer, or simply due to any change in task. The results suggested that any change may cause some disruption, but this disruption was greatest with an increase in task complexity. Experiment 3 was designed to examine two variables that may affect the magnitude of this effect: the relative change in task complexity from training to transfer, and the amount of practice on a task prior to a change in task. The results indicated that only the former variable had any effect. In all three experiments no effects on performance accuracy were noted, and response times in the transfer tasks eventually returned to levels predicted by training learning functions. These results were interpreted as indicating that old skills do continue to improve in new tasks as if conditions are not altered, but that disruptions caused by transfer are related to performance overheads associated with reconceptualising the task.
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Affiliation(s)
- C P Speelman
- School of Psychology, Edith Cowan University, Australia.
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