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Monte A, Benamati A, Pavan A, d'Avella A, Bertucco M. Muscle synergies for multidirectional isometric force generation during maintenance of upright standing posture. Exp Brain Res 2024:10.1007/s00221-024-06866-z. [PMID: 38874594 DOI: 10.1007/s00221-024-06866-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/26/2023] [Accepted: 05/27/2024] [Indexed: 06/15/2024]
Abstract
Muscle synergies are defined as coordinated recruitment of groups of muscles with specific activation balances and time profiles aimed at generating task-specific motor commands. While muscle synergies in postural control have been investigated primarily in reactive balance conditions, the neuromechanical contribution of muscle synergies during voluntary control of upright standing is still unclear. In this study, muscle synergies were investigated during the generation of isometric force at the trunk during the maintenance of standing posture. Participants were asked to maintain the steady-state upright standing posture while pulling forces of different magnitudes were applied at the level at the waist in eight horizontal directions. Muscle synergies were extracted by nonnegative matrix factorization from sixteen lower limb and trunk muscles. An average of 5-6 muscle synergies were sufficient to account for a wide variety of EMG waveforms associated with changes in the magnitude and direction of pulling forces. A cluster analysis partitioned the muscle synergies of the participants into a large group of clusters according to their similarity, indicating the use of a subjective combination of muscles to generate a multidirectional force vector in standing. Furthermore, we found a participant-specific distribution in the values of cosine directional tuning parameters of synergy amplitude coefficients, suggesting the existence of individual neuromechanical strategies to stabilize the whole-body posture. Our findings provide a starting point for the development of novel diagnostic tools to assess muscle coordination in postural control and lay the foundation for potential applications of muscle synergies in rehabilitation.
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Affiliation(s)
- Andrea Monte
- Department of Neurosciences, Biomedicine and Movement Sciences, University of Verona, Via Felice Casorati 43, 37131, Verona, Italy
| | - Anna Benamati
- Department of Neurosciences, Biomedicine and Movement Sciences, University of Verona, Via Felice Casorati 43, 37131, Verona, Italy
| | - Agnese Pavan
- Department of Neurosciences, Biomedicine and Movement Sciences, University of Verona, Via Felice Casorati 43, 37131, Verona, Italy
| | - Andrea d'Avella
- Laboratory of Neuromotor Physiology, IRCCS Fondazione Santa Lucia, Rome, Italy
- Department of Biology, University of Rome Tor Vergata, Rome, Italy
| | - Matteo Bertucco
- Department of Neurosciences, Biomedicine and Movement Sciences, University of Verona, Via Felice Casorati 43, 37131, Verona, Italy.
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Jia B, Lv C, Li D, Lv W. Cerebral cortex activation and functional connectivity during low-load resistance training with blood flow restriction: An fNIRS study. PLoS One 2024; 19:e0303983. [PMID: 38781264 PMCID: PMC11115316 DOI: 10.1371/journal.pone.0303983] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/19/2023] [Accepted: 05/03/2024] [Indexed: 05/25/2024] Open
Abstract
Despite accumulating evidence that blood flow restriction (BFR) training promotes muscle hypertrophy and strength gain, the underlying neurophysiological mechanisms have rarely been explored. The primary goal of this study is to investigate characteristics of cerebral cortex activity during BFR training under different pressure intensities. 24 males participated in 30% 1RM squat exercise, changes in oxygenated hemoglobin concentration (HbO) in the primary motor cortex (M1), pre-motor cortex (PMC), supplementary motor area (SMA), and dorsolateral prefrontal cortex (DLPFC), were measured by fNIRS. The results showed that HbO increased from 0 mmHg (non-BFR) to 250 mmHg but dropped sharply under 350 mmHg pressure intensity. In addition, HbO and functional connectivity were higher in M1 and PMC-SMA than in DLPFC. Moreover, the significant interaction effect between pressure intensity and ROI for HbO revealed that the regulation of cerebral cortex during BFR training was more pronounced in M1 and PMC-SMA than in DLPFC. In conclusion, low-load resistance training with BFR triggers acute responses in the cerebral cortex, and moderate pressure intensity achieves optimal neural benefits in enhancing cortical activation. M1 and PMC-SMA play crucial roles during BFR training through activation and functional connectivity regulation.
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Affiliation(s)
- Binbin Jia
- School of Sports Training, Wuhan Sports University, Wuhan, China
- School of Physical Education, Wuhan Sports University, Wuhan, China
| | - Chennan Lv
- Center of Strength and Conditioning, Wuhan Sports University, Wuhan, China
| | - Danyang Li
- School of Sports Training, Wuhan Sports University, Wuhan, China
- School of Physical Education, Wuhan Sports University, Wuhan, China
| | - Wangang Lv
- Center of Strength and Conditioning, Wuhan Sports University, Wuhan, China
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Banca P, Herrojo Ruiz M, Gonzalez-Zalba MF, Biria M, Marzuki AA, Piercy T, Sule A, Fineberg NA, Robbins TW. Action sequence learning, habits, and automaticity in obsessive-compulsive disorder. eLife 2024; 12:RP87346. [PMID: 38722306 PMCID: PMC11081634 DOI: 10.7554/elife.87346] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 05/12/2024] Open
Abstract
This study investigates the goal/habit imbalance theory of compulsion in obsessive-compulsive disorder (OCD), which postulates enhanced habit formation, increased automaticity, and impaired goal/habit arbitration. It directly tests these hypotheses using newly developed behavioral tasks. First, OCD patients and healthy participants were trained daily for a month using a smartphone app to perform chunked action sequences. Despite similar procedural learning and attainment of habitual performance (measured by an objective automaticity criterion) by both groups, OCD patients self-reported higher subjective habitual tendencies via a recently developed questionnaire. Subsequently, in a re-evaluation task assessing choices between established automatic and novel goal-directed actions, both groups were sensitive to re-evaluation based on monetary feedback. However, OCD patients, especially those with higher compulsive symptoms and habitual tendencies, showed a clear preference for trained/habitual sequences when choices were based on physical effort, possibly due to their higher attributed intrinsic value. These patients also used the habit-training app more extensively and reported symptom relief post-study. The tendency to attribute higher intrinsic value to familiar actions may be a potential mechanism leading to compulsions and an important addition to the goal/habit imbalance hypothesis in OCD. We also highlight the potential of smartphone app training as a habit reversal therapeutic tool.
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Affiliation(s)
- Paula Banca
- Department of Psychology, University of CambridgeCambridgeUnited Kingdom
- Behavioural and Clinical Neuroscience Institute, University of CambridgeCambridgeUnited Kingdom
| | - Maria Herrojo Ruiz
- Department of Psychology, Goldsmiths University of LondonLondonUnited Kingdom
| | | | - Marjan Biria
- Department of Psychology, University of CambridgeCambridgeUnited Kingdom
- Behavioural and Clinical Neuroscience Institute, University of CambridgeCambridgeUnited Kingdom
| | - Aleya A Marzuki
- Department of Psychology, University of CambridgeCambridgeUnited Kingdom
- Behavioural and Clinical Neuroscience Institute, University of CambridgeCambridgeUnited Kingdom
| | - Thomas Piercy
- Department of Psychiatry, School of Clinical Medicine, University of CambridgeCambridgeUnited Kingdom
| | - Akeem Sule
- Department of Psychiatry, School of Clinical Medicine, University of CambridgeCambridgeUnited Kingdom
| | - Naomi A Fineberg
- Hertfordshire Partnership University NHS Foundation TrustWelwyn Garden CityUnited Kingdom
- University of HertfordshireHatfieldUnited Kingdom
| | - Trevor W Robbins
- Department of Psychology, University of CambridgeCambridgeUnited Kingdom
- Behavioural and Clinical Neuroscience Institute, University of CambridgeCambridgeUnited Kingdom
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Lemke SM, Celotto M, Maffulli R, Ganguly K, Panzeri S. Information flow between motor cortex and striatum reverses during skill learning. Curr Biol 2024; 34:1831-1843.e7. [PMID: 38604168 PMCID: PMC11078609 DOI: 10.1016/j.cub.2024.03.023] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/13/2023] [Revised: 02/22/2024] [Accepted: 03/14/2024] [Indexed: 04/13/2024]
Abstract
The coordination of neural activity across brain areas during a specific behavior is often interpreted as neural communication involved in controlling the behavior. However, whether information relevant to the behavior is actually transferred between areas is often untested. Here, we used information-theoretic tools to quantify how motor cortex and striatum encode and exchange behaviorally relevant information about specific reach-to-grasp movement features during skill learning in rats. We found a temporal shift in the encoding of behaviorally relevant information during skill learning, as well as a reversal in the primary direction of behaviorally relevant information flow, from cortex-to-striatum during naive movements to striatum-to-cortex during skilled movements. Standard analytical methods that quantify the evolution of overall neural activity during learning-such as changes in neural signal amplitude or the overall exchange of information between areas-failed to capture these behaviorally relevant information dynamics. Using these standard methods, we instead found a consistent coactivation of overall neural signals during movement production and a bidirectional increase in overall information propagation between areas during learning. Our results show that skill learning is achieved through a transformation in how behaviorally relevant information is routed across cortical and subcortical brain areas and that isolating the components of neural activity relevant to and informative about behavior is critical to uncover directional interactions within a coactive and coordinated network.
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Affiliation(s)
- Stefan M Lemke
- Center for Neuroscience and Cognitive Systems, Istituto Italiano di Tecnologia, Corso Bettini 31, 38068 Rovereto, Italy; Neurology Service, San Francisco Veterans Affairs Medical Center, 4150 Clement Street, San Francisco, CA 94121, USA; Department of Neurology, University of California, San Francisco, 1700 Owens Street, San Francisco, CA 94158, USA; Neuroscience Center, University of North Carolina, Chapel Hill, 116 Manning Drive, Chapel Hill, NC 27599, USA.
| | - Marco Celotto
- Center for Neuroscience and Cognitive Systems, Istituto Italiano di Tecnologia, Corso Bettini 31, 38068 Rovereto, Italy; Department of Pharmacy and Biotechnology, University of Bologna, Via Irnerio 48, 40126 Bologna, Italy; Institute of Neural Information Processing, Center for Molecular Neurobiology (ZMNH), University Medical Center Hamburg-Eppendorf (UKE), Falkenried 94, 20251 Hamburg, Germany
| | - Roberto Maffulli
- Center for Neuroscience and Cognitive Systems, Istituto Italiano di Tecnologia, Corso Bettini 31, 38068 Rovereto, Italy
| | - Karunesh Ganguly
- Neurology Service, San Francisco Veterans Affairs Medical Center, 4150 Clement Street, San Francisco, CA 94121, USA; Department of Neurology, University of California, San Francisco, 1700 Owens Street, San Francisco, CA 94158, USA
| | - Stefano Panzeri
- Institute of Neural Information Processing, Center for Molecular Neurobiology (ZMNH), University Medical Center Hamburg-Eppendorf (UKE), Falkenried 94, 20251 Hamburg, Germany.
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Hui Z, Qi W, Zhang Y, Wang M, Zhang J, Li D, Zhu D. Efficacy of a Soft Robotic Exoskeleton to Improve Lower Limb Motor Function in Children with Spastic Cerebral Palsy: A Single-Blinded Randomized Controlled Trial. Brain Sci 2024; 14:425. [PMID: 38790405 PMCID: PMC11118818 DOI: 10.3390/brainsci14050425] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/02/2024] [Revised: 03/31/2024] [Accepted: 04/13/2024] [Indexed: 05/26/2024] Open
Abstract
PURPOSE Soft robotic exoskeletons (SREs) are portable, lightweight assistive technology with therapeutic potential for improving lower limb motor function in children with cerebral palsy. To understand the effects of long-term SRE-assisted walking training on children with spastic cerebral palsy (SCP), we designed a study aiming to elucidate the effects of SRE-assisted walking training on lower limb motor function in this population. METHODS In this randomized, single-blinded (outcome assessor) controlled trial, forty children diagnosed with SCP were randomized into the routine rehabilitation (RR) group (N = 20) and the SRE group (N = 20) for comparison. The RR group received routine rehabilitation training, and the SRE group received routine rehabilitation training combined with SRE-assisted overground walking training. Assessments (without SRE) were conducted pre- and post-intervention (8 weeks after the intervention). The primary outcome measures included the 10 m walk test (10MWT) and the 6 min walk test (6MWT). Secondary outcome measures comprised the gross motor function measure-88, pediatric balance scale modified Ashworth scale, and physiological cost index. RESULTS Both groups showed significant improvements (p < 0.01) across all outcome measures after the 8-week intervention. Between-group comparisons using ANCOVA revealed that the SRE group demonstrated greater improvement in walking speed from the 10MWT (+6.78 m/min, 95% CI [5.74-7.83]; p < 0.001) and walking distance during the 6MWT (+34.42 m, 95% CI [28.84-39.99]; p < 0.001). The SRE group showed greater improvement in all secondary outcome measures (p < 0.001). CONCLUSIONS The study findings suggested that the integration of SRE-assisted overground walking training with routine rehabilitation more effectively enhances lower limb motor function in children with SCP compared to routine rehabilitation alone.
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Affiliation(s)
- Zhichong Hui
- Department of Rehabilitation Medicine, The Third Affiliated Hospital of Zhengzhou University, Zhengzhou 450052, China; (Z.H.); (W.Q.); (Y.Z.); (M.W.); (J.Z.); (D.L.)
| | - Weihang Qi
- Department of Rehabilitation Medicine, The Third Affiliated Hospital of Zhengzhou University, Zhengzhou 450052, China; (Z.H.); (W.Q.); (Y.Z.); (M.W.); (J.Z.); (D.L.)
| | - Yi Zhang
- Department of Rehabilitation Medicine, The Third Affiliated Hospital of Zhengzhou University, Zhengzhou 450052, China; (Z.H.); (W.Q.); (Y.Z.); (M.W.); (J.Z.); (D.L.)
| | - Mingmei Wang
- Department of Rehabilitation Medicine, The Third Affiliated Hospital of Zhengzhou University, Zhengzhou 450052, China; (Z.H.); (W.Q.); (Y.Z.); (M.W.); (J.Z.); (D.L.)
| | - Jiamei Zhang
- Department of Rehabilitation Medicine, The Third Affiliated Hospital of Zhengzhou University, Zhengzhou 450052, China; (Z.H.); (W.Q.); (Y.Z.); (M.W.); (J.Z.); (D.L.)
| | - Dong Li
- Department of Rehabilitation Medicine, The Third Affiliated Hospital of Zhengzhou University, Zhengzhou 450052, China; (Z.H.); (W.Q.); (Y.Z.); (M.W.); (J.Z.); (D.L.)
| | - Dengna Zhu
- Department of Rehabilitation Medicine, The Third Affiliated Hospital of Zhengzhou University, Zhengzhou 450052, China; (Z.H.); (W.Q.); (Y.Z.); (M.W.); (J.Z.); (D.L.)
- Zhengzhou Key Laboratory of the Prevention and Cure of Cerebral Palsy Children, Zhengzhou 450052, China
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Grießbach E, Raßbach P, Herbort O, Cañal-Bruland R. Dual-tasking modulates movement speed but not value-based choices during walking. Sci Rep 2024; 14:6342. [PMID: 38491146 PMCID: PMC10943095 DOI: 10.1038/s41598-024-56937-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/22/2023] [Accepted: 03/12/2024] [Indexed: 03/18/2024] Open
Abstract
Value-based decision-making often occurs in multitasking scenarios relying on both cognitive and motor processes. Yet, laboratory experiments often isolate these processes, thereby neglecting potential interactions. This isolated approach reveals a dichotomy: the cognitive process by which reward influences decision-making is capacity-limited, whereas the influence of motor cost is free of such constraints. If true, dual-tasking should predominantly impair reward processing but not affect the impact of motor costs. To test this hypothesis, we designed a decision-making task in which participants made choices to walk toward targets for rewards while navigating past an obstacle. The motor cost to reach these rewards varied in real-time. Participants either solely performed the decision-making task, or additionally performed a secondary pitch-recall task. Results revealed that while both reward and motor costs influenced decision-making, the secondary task did not affect these factors. Instead, dual-tasking slowed down participants' walking, thereby reducing the overall reward rate. Hence, contrary to the prediction that the added cognitive demand would affect the weighing of reward or motor cost differentially, these processes seem to be maintained at the expense of slowing down the motor system. This slowdown may be indicative of interference at the locomotor level, thereby underpinning motor-cognitive interactions during decision-making.
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Affiliation(s)
- Eric Grießbach
- Department for Neurology, Johns Hopkins University, Baltimore, MD, USA.
- Department for the Psychology of Human Movement and Sport, Friedrich Schiller University, Jena, Germany.
| | - Philipp Raßbach
- Department of Psychology, Julius-Maximilians-Universität Würzburg, Würzburg, Germany
| | - Oliver Herbort
- Department of Psychology, Julius-Maximilians-Universität Würzburg, Würzburg, Germany
| | - Rouwen Cañal-Bruland
- Department for the Psychology of Human Movement and Sport, Friedrich Schiller University, Jena, Germany.
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Liao YC, Yang CJ, Yu HY, Huang CJ, Hong TY, Li WC, Chen LF, Hsieh JC. Inner sense of rhythm: percussionist brain activity during rhythmic encoding and synchronization. Front Neurosci 2024; 18:1342326. [PMID: 38419665 PMCID: PMC10899486 DOI: 10.3389/fnins.2024.1342326] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/21/2023] [Accepted: 01/24/2024] [Indexed: 03/02/2024] Open
Abstract
Introduction The main objective of this research is to explore the core cognitive mechanisms utilized by exceptionally skilled percussionists as they navigate complex rhythms. Our specific focus is on understanding the dynamic interactions among brain regions, respectively, related to externally directed cognition (EDC), internally directed cognition (IDC), and rhythm processing, defined as the neural correlates of rhythm processing (NCRP). Methods The research involved 26 participants each in the percussionist group (PG) and control group (CG), who underwent task-functional magnetic resonance imaging (fMRI) sessions focusing on rhythm encoding and synchronization. Comparative analyses were performed between the two groups under each of these conditions. Results Rhythmic encoding showed decreased activity in EDC areas, specifically in the right calcarine cortex, left middle occipital gyrus, right fusiform gyrus, and left inferior parietal lobule, along with reduced NCRP activity in the left dorsal premotor, right sensorimotor cortex, and left superior parietal lobule. During rhythmic synchronization, there was increased activity in IDC areas, particularly in the default mode network, and in NCRP areas including the left inferior frontal gyrus and bilateral putamen. Conversely, EDC areas like the right dorsolateral prefrontal gyrus, right superior temporal gyrus, right middle occipital gyrus, and bilateral inferior parietal lobule showed decreased activity, as did NCRP areas including the bilateral dorsal premotor cortex, bilateral ventral insula, bilateral inferior frontal gyrus, and left superior parietal lobule. Discussion PG's rhythm encoding is characterized by reduced cognitive effort compared to CG, as evidenced by decreased activity in brain regions associated with EDC and the NCRP. Rhythmic synchronization reveals up-regulated IDC, down-regulated EDC involvement, and dynamic interplay among regions with the NCRP, suggesting that PG engages in both automatic and spontaneous processing simultaneously. These findings provide valuable insights into expert performance and present opportunities for improving music education.
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Affiliation(s)
- Yin-Chun Liao
- Institute of Brain Science, National Yang Ming Chiao Tung University, Taipei, Taiwan
- Integrated Brain Research Unit, Department of Medical Research, Taipei Veterans General Hospital, Taipei, Taiwan
| | - Ching-Ju Yang
- Institute of Brain Science, National Yang Ming Chiao Tung University, Taipei, Taiwan
- Integrated Brain Research Unit, Department of Medical Research, Taipei Veterans General Hospital, Taipei, Taiwan
| | - Hsin-Yen Yu
- Graduate Institute of Arts and Humanities Education, Taipei National University of the Arts, Taipei, Taiwan
| | - Chiu-Jung Huang
- Institute of Brain Science, National Yang Ming Chiao Tung University, Taipei, Taiwan
| | - Tzu-Yi Hong
- Institute of Brain Science, National Yang Ming Chiao Tung University, Taipei, Taiwan
- Integrated Brain Research Unit, Department of Medical Research, Taipei Veterans General Hospital, Taipei, Taiwan
- Center for Intelligent Drug Systems and Smart Bio-devices, National Yang Ming Chiao Tung University, Hsinchu, Taiwan
| | - Wei-Chi Li
- Institute of Brain Science, National Yang Ming Chiao Tung University, Taipei, Taiwan
- Integrated Brain Research Unit, Department of Medical Research, Taipei Veterans General Hospital, Taipei, Taiwan
- Department of Biological Science and Technology, College of Biological Science and Technology, National Yang Ming Chiao Tung University, Hsinchu, Taiwan
| | - Li-Fen Chen
- Institute of Brain Science, National Yang Ming Chiao Tung University, Taipei, Taiwan
- Integrated Brain Research Unit, Department of Medical Research, Taipei Veterans General Hospital, Taipei, Taiwan
- Brain Research Center, National Yang Ming Chiao Tung University, Taipei, Taiwan
| | - Jen-Chuen Hsieh
- Integrated Brain Research Unit, Department of Medical Research, Taipei Veterans General Hospital, Taipei, Taiwan
- Graduate Institute of Arts and Humanities Education, Taipei National University of the Arts, Taipei, Taiwan
- Department of Biological Science and Technology, College of Biological Science and Technology, National Yang Ming Chiao Tung University, Hsinchu, Taiwan
- Brain Research Center, National Yang Ming Chiao Tung University, Taipei, Taiwan
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Wang Y, Huynh AT, Bao S, Buchanan JJ, Wright DL, Lei Y. Memory consolidation of sequence learning and dynamic adaptation during wakefulness. Cereb Cortex 2024; 34:bhad507. [PMID: 38185987 DOI: 10.1093/cercor/bhad507] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/20/2023] [Revised: 12/04/2023] [Accepted: 12/15/2023] [Indexed: 01/09/2024] Open
Abstract
Motor learning involves acquiring new movement sequences and adapting motor commands to novel conditions. Labile motor memories, acquired through sequence learning and dynamic adaptation, undergo a consolidation process during wakefulness after initial training. This process stabilizes the new memories, leading to long-term memory formation. However, it remains unclear if the consolidation processes underlying sequence learning and dynamic adaptation are independent and if distinct neural regions underpin memory consolidation associated with sequence learning and dynamic adaptation. Here, we first demonstrated that the initially labile memories formed during sequence learning and dynamic adaptation were stabilized against interference through time-dependent consolidation processes occurring during wakefulness. Furthermore, we found that sequence learning memory was not disrupted when immediately followed by dynamic adaptation and vice versa, indicating distinct mechanisms for sequence learning and dynamic adaptation consolidation. Finally, by applying patterned transcranial magnetic stimulation to selectively disrupt the activity in the primary motor (M1) or sensory (S1) cortices immediately after sequence learning or dynamic adaptation, we found that sequence learning consolidation depended on M1 but not S1, while dynamic adaptation consolidation relied on S1 but not M1. For the first time in a single experimental framework, this study revealed distinct neural underpinnings for sequence learning and dynamic adaptation consolidation during wakefulness, with significant implications for motor skill enhancement and rehabilitation.
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Affiliation(s)
- Yiyu Wang
- Program of Motor Neuroscience, Department of Kinesiology & Sport Management, Texas A&M University, College Station, TX 77843, United States
| | - Angelina T Huynh
- Program of Motor Neuroscience, Department of Kinesiology & Sport Management, Texas A&M University, College Station, TX 77843, United States
| | - Shancheng Bao
- Program of Motor Neuroscience, Department of Kinesiology & Sport Management, Texas A&M University, College Station, TX 77843, United States
| | - John J Buchanan
- Program of Motor Neuroscience, Department of Kinesiology & Sport Management, Texas A&M University, College Station, TX 77843, United States
| | - David L Wright
- Program of Motor Neuroscience, Department of Kinesiology & Sport Management, Texas A&M University, College Station, TX 77843, United States
| | - Yuming Lei
- Program of Motor Neuroscience, Department of Kinesiology & Sport Management, Texas A&M University, College Station, TX 77843, United States
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Handel SN, Smith RJ. Making and breaking habits: Revisiting the definitions and behavioral factors that influence habits in animals. J Exp Anal Behav 2024; 121:8-26. [PMID: 38010353 PMCID: PMC10842199 DOI: 10.1002/jeab.889] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/22/2023] [Accepted: 10/26/2023] [Indexed: 11/29/2023]
Abstract
Habits have garnered significant interest in studies of associative learning and maladaptive behavior. However, habit research has faced scrutiny and challenges related to the definitions and methods. Differences in the conceptualizations of habits between animal and human studies create difficulties for translational research. Here, we review the definitions and commonly used methods for studying habits in animals and humans and discuss potential alternative ways to assess habits, such as automaticity. To better understand habits, we then focus on the behavioral factors that have been shown to make or break habits in animals, as well as potential mechanisms underlying the influence of these factors. We discuss the evidence that habitual and goal-directed systems learn in parallel and that they seem to interact in competitive and cooperative manners. Finally, we draw parallels between habitual responding and compulsive drug seeking in animals to delineate the similarities and differences in these behaviors.
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Affiliation(s)
- Sophia N Handel
- Department of Psychological and Brain Sciences, Texas A&M University, College Station, Texas, USA
| | - Rachel J Smith
- Department of Psychological and Brain Sciences, Texas A&M University, College Station, Texas, USA
- Institute for Neuroscience, Texas A&M University, College Station, Texas, USA
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10
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Sherman BE, Turk-Browne NB, Goldfarb EV. Multiple Memory Subsystems: Reconsidering Memory in the Mind and Brain. PERSPECTIVES ON PSYCHOLOGICAL SCIENCE 2024; 19:103-125. [PMID: 37390333 PMCID: PMC10756937 DOI: 10.1177/17456916231179146] [Citation(s) in RCA: 5] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 07/02/2023]
Abstract
The multiple-memory-systems framework-that distinct types of memory are supported by distinct brain systems-has guided learning and memory research for decades. However, recent work challenges the one-to-one mapping between brain structures and memory types central to this taxonomy, with key memory-related structures supporting multiple functions across substructures. Here we integrate cross-species findings in the hippocampus, striatum, and amygdala to propose an updated framework of multiple memory subsystems (MMSS). We provide evidence for two organizational principles of the MMSS theory: First, opposing memory representations are colocated in the same brain structures; second, parallel memory representations are supported by distinct structures. We discuss why this burgeoning framework has the potential to provide a useful revision of classic theories of long-term memory, what evidence is needed to further validate the framework, and how this novel perspective on memory organization may guide future research.
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Affiliation(s)
| | | | - Elizabeth V Goldfarb
- Department of Psychology, Yale University
- Wu Tsai Institute, Yale University
- Department of Psychiatry, Yale University
- National Center for PTSD, West Haven, USA
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11
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Daneshgar S, Tvrdy T, Enoka RM. Practice-Induced Changes in Manual Dexterity of Older Adults Depend on Initial Pegboard Time. Med Sci Sports Exerc 2023; 55:2045-2052. [PMID: 37379250 DOI: 10.1249/mss.0000000000003245] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 06/30/2023]
Abstract
INTRODUCTION The purpose of our study was to determine the influence of practice on the pegboard times and peg-manipulation phases of older adults who were classified as having either slow or fast initial pegboard times. METHODS Participants ( n = 26, 70 ± 6.6 yr) completed two evaluation sessions and six practice sessions in which they performed 25 trials (5 blocks of 5 trials) of the grooved pegboard test. All practice sessions were supervised, and the time to complete each trial was recorded. In each evaluation session, the pegboard was mounted on a force transducer so that the downward force applied to the board could be measured. RESULTS Participants were stratified into two groups based on the initial time to complete the grooved pegboard test: a fast group (68.1 ± 6.0 s) and a slow group (89.6 ± 9.2 s). Both groups exhibited the classic two-phase profile (acquisition + consolidation) for learning a de novo motor skill. Despite the similar learning profile for the two groups, there were differences between groups in the phases of the peg-manipulation cycle that became faster with practice. The fast group seemed to reduce trajectory variability when transporting the peg, whereas the slow group seemed to exhibit both a decrease in trajectory variability and greater precision when inserting pegs into the holes. CONCLUSIONS The changes underlying practice-induced decreases in grooved pegboard time differed for older adults who initially had either a fast or a slow pegboard time.
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Affiliation(s)
- Sajjad Daneshgar
- Department of Integrative Physiology, University of Colorado Boulder, Boulder, CO
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12
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Feldhacker DR, Ikiugu MN, Fritz H, Schweinle WE, Wang H. Habit Formation Intervention to Improve Type 2 Diabetes Self-Management Behaviors: A Feasibility Study. Am J Occup Ther 2023; 77:7706205100. [PMID: 37994806 DOI: 10.5014/ajot.2023.050351] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/24/2023] Open
Abstract
IMPORTANCE Self-management of lifestyle behaviors is the recommended focus for interventions to address Type 2 diabetes. Habit formation is an effective approach to changing personal behaviors, but evidence of success for Type 2 diabetes is limited. OBJECTIVE To examine the feasibility and preliminary effectiveness of occupation-based habit formation interventions for improving diabetes self-management behaviors. DESIGN Single-subject design with multiple participants providing 4 wk of baseline data followed by 10 wk of intervention data. SETTING Individual telehealth sessions. PARTICIPANTS Eight adults (ages 29-75 yr) with Type 2 diabetes, who had access to a telephone and who were not involved in other diabetes-related education or interventions voluntarily, enrolled into the study. INTERVENTION Participants engaged in 10 wk of habit formation intervention focused on four diabetes self-management domains: nutrition, blood glucose monitoring, medication management, and physical activity. OUTCOMES AND MEASURES Data gathered included findings on measures of diabetes self-care behaviors and habit formation. RESULTS There was a significant change in self-care behaviors for 6 of the 8 participants (p < .05 for 1 participant, and p < .01 for 5 participants). Group changes were statistically significant (p < .001). Habit strength significantly improved for all areas of diabetes self-management (p < .001 for nutrition, blood glucose monitoring, and medication management and p = .001 for physical activity). CONCLUSIONS AND RELEVANCE Findings suggest that the occupation-based intervention was feasible and showed promise for developing self-management behaviors. What This Article Adds: Habits are considered foundational to occupations, yet application of the science of habit formation is often not well understood by occupational therapists. This study considered the theoretical components of habit formation that have been neglected by prior studies and demonstrates the feasibility and preliminary effect estimates of a habit formation intervention when used with people with Type 2 diabetes.
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Affiliation(s)
- Diana R Feldhacker
- Diana R. Feldhacker, PhD, OTD, OTR/L, BCPR, is Founding Program Director and Chair, Department of Occupational Therapy, Des Moines University, Des Moines, IA;
| | - Moses N Ikiugu
- Moses N. Ikiugu, PhD, OTR/L, FAOTA, is Professor, Department of Occupational Therapy, University of South Dakota, Vermillion
| | - Heather Fritz
- Heather Fritz, PhD, OTR/L, CHC, is Founding Program Director, School of Occupational Therapy, Pacific Northwest University, Yakima, WA
| | - William E Schweinle
- William E. Schweinle, PhD, is Professor, Department of Physician Assistant Studies, University of South Dakota, Vermillion
| | - Hongmei Wang
- Hongmei Wang, PhD, is Associate Professor, Department of Health Services Research and Administration, University of Nebraska Medical Center, Omaha
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13
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Mizes KGC, Lindsey J, Escola GS, Ölveczky BP. Dissociating the contributions of sensorimotor striatum to automatic and visually guided motor sequences. Nat Neurosci 2023; 26:1791-1804. [PMID: 37667040 PMCID: PMC11187818 DOI: 10.1038/s41593-023-01431-3] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/13/2022] [Accepted: 08/14/2023] [Indexed: 09/06/2023]
Abstract
The ability to sequence movements in response to new task demands enables rich and adaptive behavior. However, such flexibility is computationally costly and can result in halting performances. Practicing the same motor sequence repeatedly can render its execution precise, fast and effortless, that is, 'automatic'. The basal ganglia are thought to underlie both types of sequence execution, yet whether and how their contributions differ is unclear. We parse this in rats trained to perform the same motor sequence instructed by cues and in a self-initiated overtrained, or 'automatic,' condition. Neural recordings in the sensorimotor striatum revealed a kinematic code independent of the execution mode. Although lesions reduced the movement speed and affected detailed kinematics similarly, they disrupted high-level sequence structure for automatic, but not visually guided, behaviors. These results suggest that the basal ganglia are essential for 'automatic' motor skills that are defined in terms of continuous kinematics, but can be dispensable for discrete motor sequences guided by sensory cues.
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Affiliation(s)
- Kevin G C Mizes
- Program in Biophysics, Harvard University, Cambridge, MA, USA
- Department of Organismic and Evolutionary Biology and Center for Brain Science, Harvard University, Cambridge, MA, USA
| | - Jack Lindsey
- Zuckerman Mind Brain and Behavior Institute, Columbia University, New York City, NY, USA
| | - G Sean Escola
- Zuckerman Mind Brain and Behavior Institute, Columbia University, New York City, NY, USA
- Department of Psychiatry, Columbia University, New York City, NY, USA
| | - Bence P Ölveczky
- Department of Organismic and Evolutionary Biology and Center for Brain Science, Harvard University, Cambridge, MA, USA.
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14
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Palma GCS, Freitas TB, Bonuzzi GMG, Torriani-Pasin C. Does Cognitive Impairment Impact Motor Learning? A Scoping Review of Elderly Individuals With Alzheimer's Disease and Mild Cognitive Impairment. Percept Mot Skills 2023; 130:1924-1951. [PMID: 37337358 DOI: 10.1177/00315125231182732] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 06/21/2023]
Abstract
Individuals with cognitive impairment may have motor learning deficits due to the high engagement of cognitive mechanisms during motor skill acquisition. We conducted a scoping review to address the quality of current research on the relationship between cognitive impairments (i.e., deficits in attention, memory, planning and executive functions) and motor learning among older adults with Alzheimer's Disease or Mild Cognitive Impairment. After screening thousands of articles, we selected 15 studies describing cognitive assessment tools, experimental designs, and the severity of cognitive impairment. Although seven studies reported that cognitive impairment impaired motor learning, most studies included a high risk of bias. We identified multiple assessment tools across these studies that make comparisons among findings difficult. Future research in this area should focus on the influence of increased practice days during motor learning acquisition and incorporate both retention and transfer tests. Cognitive assessments should target the specific cognitive skills or deficits most closely related to the motor learning process.
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Affiliation(s)
- Gisele C S Palma
- Motor Behavior Research in Neurorehabilitation (GEPENEURO), Laboratory of Motor Behavior (LACOM), University of São Paulo, São Paulo, Brazil
| | - Tatiana B Freitas
- Motor Behavior Research in Neurorehabilitation (GEPENEURO), Laboratory of Motor Behavior (LACOM), University of São Paulo, São Paulo, Brazil
| | - Giordano Márcio G Bonuzzi
- Department of Physical Education, State University of Piauí, Picos, Piauí, Brazil
- Department of Physical Education, Federal University of Vale do São Francisco, Petrolina, Pernambuco, Brazil
| | - Camila Torriani-Pasin
- Motor Behavior Research in Neurorehabilitation (GEPENEURO), Laboratory of Motor Behavior (LACOM), University of São Paulo, São Paulo, Brazil
- Neurorehabilitation, Exercise Science and Learning (NEUROEXCEL), Department of Physical Therapy and Movement Sciences, The University of Texas at El Paso, El Paso, Texas, USA
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15
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Mizes KGC, Lindsey J, Escola GS, Ölveczky BP. Motor cortex is required for flexible but not automatic motor sequences. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2023:2023.09.05.556348. [PMID: 37732225 PMCID: PMC10508748 DOI: 10.1101/2023.09.05.556348] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 09/22/2023]
Abstract
How motor cortex contributes to motor sequence execution is much debated, with studies supporting disparate views. Here we probe the degree to which motor cortex's engagement depends on task demands, specifically whether its role differs for highly practiced, or 'automatic', sequences versus flexible sequences informed by external events. To test this, we trained rats to generate three-element motor sequences either by overtraining them on a single sequence or by having them follow instructive visual cues. Lesioning motor cortex revealed that it is necessary for flexible cue-driven motor sequences but dispensable for single automatic behaviors trained in isolation. However, when an automatic motor sequence was practiced alongside the flexible task, it became motor cortex-dependent, suggesting that subcortical consolidation of an automatic motor sequence is delayed or prevented when the same sequence is produced also in a flexible context. A simple neural network model recapitulated these results and explained the underlying circuit mechanisms. Our results critically delineate the role of motor cortex in motor sequence execution, describing the condition under which it is engaged and the functions it fulfills, thus reconciling seemingly conflicting views about motor cortex's role in motor sequence generation.
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Affiliation(s)
- Kevin G. C. Mizes
- Program in Biophysics, Harvard University, Cambridge, MA 02138,
USA
- Department of Organismic and Evolutionary Biology and Center for
Brain Science, Harvard University, Cambridge, MA, USA
| | - Jack Lindsey
- Zuckerman Mind Brain and Behavior Institute, Columbia
University, New York, NY, 10027, USA
| | - G. Sean Escola
- Zuckerman Mind Brain and Behavior Institute, Columbia
University, New York, NY, 10027, USA
- Department of Psychiatry, Columbia University, New York, NY,
10032, USA
| | - Bence P. Ölveczky
- Department of Organismic and Evolutionary Biology and Center for
Brain Science, Harvard University, Cambridge, MA, USA
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16
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Zou X, Ji Z, Zhang T, Huang T, Wu S. Visual information processing through the interplay between fine and coarse signal pathways. Neural Netw 2023; 166:692-703. [PMID: 37604078 DOI: 10.1016/j.neunet.2023.07.048] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/23/2022] [Revised: 07/19/2023] [Accepted: 07/30/2023] [Indexed: 08/23/2023]
Abstract
Object recognition is often viewed as a feedforward, bottom-up process in machine learning, but in real neural systems, object recognition is a complicated process which involves the interplay between two signal pathways. One is the parvocellular pathway (P-pathway), which is slow and extracts fine features of objects; the other is the magnocellular pathway (M-pathway), which is fast and extracts coarse features of objects. It has been suggested that the interplay between the two pathways endows the neural system with the capacity of processing visual information rapidly, adaptively, and robustly. However, the underlying computational mechanism remains largely unknown. In this study, we build a two-pathway model to elucidate the computational properties associated with the interactions between two visual pathways. Specifically, we model two visual pathways using two convolution neural networks: one mimics the P-pathway, referred to as FineNet, which is deep, has small-size kernels, and receives detailed visual inputs; the other mimics the M-pathway, referred to as CoarseNet, which is shallow, has large-size kernels, and receives blurred visual inputs. We show that CoarseNet can learn from FineNet through imitation to improve its performance, FineNet can benefit from the feedback of CoarseNet to improve its robustness to noise; and the two pathways interact with each other to achieve rough-to-fine information processing. Using visual backward masking as an example, we further demonstrate that our model can explain visual cognitive behaviors that involve the interplay between two pathways. We hope that this study gives us insight into understanding the interaction principles between two visual pathways.
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Affiliation(s)
- Xiaolong Zou
- School of Psychological and Cognitive Sciences, IDG/McGovern Institute for Brain Research, Peking-Tsinghua Center for Life Sciences, Center of Quantitative Biology, Academy for Advanced Interdisciplinary Studies, Peking University, Beijing, China; Institute of Artificial Intelligence, Hefei Comprehensive National Science Center, Hefei, China; Beijing Academy of Artificial Intelligence, Beijing, China.
| | - Zilong Ji
- School of Psychological and Cognitive Sciences, IDG/McGovern Institute for Brain Research, Peking-Tsinghua Center for Life Sciences, Center of Quantitative Biology, Academy for Advanced Interdisciplinary Studies, Peking University, Beijing, China; Institue of Cognitive Neuroscience, University College London, London, UK.
| | - Tianqiu Zhang
- School of Psychological and Cognitive Sciences, IDG/McGovern Institute for Brain Research, Peking-Tsinghua Center for Life Sciences, Center of Quantitative Biology, Academy for Advanced Interdisciplinary Studies, Peking University, Beijing, China.
| | - Tiejun Huang
- Beijing Academy of Artificial Intelligence, Beijing, China; School of Computer Science, Peking University, Beijing, China.
| | - Si Wu
- School of Psychological and Cognitive Sciences, IDG/McGovern Institute for Brain Research, Peking-Tsinghua Center for Life Sciences, Center of Quantitative Biology, Academy for Advanced Interdisciplinary Studies, Peking University, Beijing, China; Institute of Artificial Intelligence, Hefei Comprehensive National Science Center, Hefei, China; Beijing Academy of Artificial Intelligence, Beijing, China.
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17
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Li WC, Zhang J, Braithwaite G, Kearney P. Quick coherence technique facilitating commercial pilots' psychophysiological resilience to the impact of COVID-19. ERGONOMICS 2023; 66:1176-1189. [PMID: 36305276 DOI: 10.1080/00140139.2022.2139416] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/27/2022] [Accepted: 10/18/2022] [Indexed: 06/16/2023]
Abstract
This study investigates the effect of quick coherence technique (QCT) on commercial pilots' resilience to the unprecedented impact of a pandemic. Eighteen commercial pilots voluntarily participated in a 2-day training course on QCT followed by 2 months of self-regulated QCT practicing during controlled rest in the flight deck and day-to day life. There are subjective and objective assessments to evaluate the effects of QCT on commercial pilots' psychophysiological resilience. Results demonstrated that QCT training can significantly increase pilots' psychophysiological resilience thereby improving their mental/physical health, cognitive functions, emotional stability and wellness on both subjective (PSS & AWSA) and objective measures (coherence scores). Moreover, pilots who continued practicing self-regulated QCT gained the maximum benefits. Current research has identified great potential to enhance pilots' mental/physical health via QCT training. Operators can develop peer support programs for pilots to increase resilience and maintain mental and physical health using the QCT technique. Practitioner summary: QCT breathing has been proven to increase commercial pilots' resilience by moderating psychophysiological coherence, strengthening mental/physical capacity and sustaining positive emotions to deal with the challenges both on the flight deck and in everyday life.HIGHLIGHTSPilots have suffered from the impact of the Covid-19 pandemic across many factors including social, economic, mental, physical, emotional, and operational issuesBiofeedback training can increase commercial pilots' resilience by moderating psychophysiological coherence, strengthening mental and physical capacitySelf-regulated practicing QCT to form a habitual behaviour is required to sustain the maximum benefits either in the flight or day-to-day lifeQCT is an effective intervention for aviation authorities and airline operators to develop peer support programs to increase pilots' fatigue resilience.
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Affiliation(s)
- Wen-Chin Li
- Safety and Accident Investigation Centre, Cranfield University, Bedfordshire, UK
| | - Jingyi Zhang
- Safety and Accident Investigation Centre, Cranfield University, Bedfordshire, UK
| | - Graham Braithwaite
- Safety and Accident Investigation Centre, Cranfield University, Bedfordshire, UK
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18
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Visser RM, Arntz A. A faulty compass: Why do some people choose situations that are not good for them? J Behav Ther Exp Psychiatry 2023; 78:101793. [PMID: 36435553 DOI: 10.1016/j.jbtep.2022.101793] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/19/2022] [Revised: 09/12/2022] [Accepted: 10/08/2022] [Indexed: 11/24/2022]
Abstract
Why do some people seem to be drawn to situations that are not good for them? While we all regularly end up in situations that we would have preferred to avoid, we tend to not choose situations or other people that are not good for us, and with time most of us get better at recognizing and avoiding these situations. However, it is a well-known clinical phenomenon that some people have a faulty compass when it comes to these situations, increasing the likelihood of repeated exposure to negative experiences and even trauma. In this paper, we reflect on the relationship between adverse experiences early in development and dysfunctional choices in adulthood, with the aim to reinvigorate interest in this clinically important phenomenon, which is in need of rigorous empirical study. Based on the literature and clinical observations, we distill four categories of hypotheses: people make dysfunctional choices 1) to process or master previous trauma, 2) out of habit and because of preferences for what is familiar, 3) to maintain a coherent view of themselves and the world, and 4) to avoid difficult emotions. We end with concrete questions that can help narrow down the heterogenous set of observations and explanations, providing a first step towards a better conceptualisation and systematic documentation of (factors contributing to) maladaptive situation selection. We dedicate this essay to Jack Rachman, who was a great inspirator for the field of experimental psychopathology with his essays highlighting phenomena that were overlooked and drawing attention to fresh ideas.
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Affiliation(s)
- Renée M Visser
- Department of Clinical Psychology, University of Amsterdam, Amsterdam, the Netherlands.
| | - Arnoud Arntz
- Department of Clinical Psychology, University of Amsterdam, Amsterdam, the Netherlands.
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19
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Bridges AD, MaBouDi H, Procenko O, Lockwood C, Mohammed Y, Kowalewska A, Romero González JE, Woodgate JL, Chittka L. Bumblebees acquire alternative puzzle-box solutions via social learning. PLoS Biol 2023; 21:e3002019. [PMID: 36881588 PMCID: PMC9990933 DOI: 10.1371/journal.pbio.3002019] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/10/2022] [Accepted: 02/02/2023] [Indexed: 03/08/2023] Open
Abstract
The astonishing behavioural repertoires of social insects have been thought largely innate, but these insects have repeatedly demonstrated remarkable capacities for both individual and social learning. Using the bumblebee Bombus terrestris as a model, we developed a two-option puzzle box task and used open diffusion paradigms to observe the transmission of novel, nonnatural foraging behaviours through populations. Box-opening behaviour spread through colonies seeded with a demonstrator trained to perform 1 of the 2 possible behavioural variants, and the observers acquired the demonstrated variant. This preference persisted among observers even when the alternative technique was discovered. In control diffusion experiments that lacked a demonstrator, some bees spontaneously opened the puzzle boxes but were significantly less proficient than those that learned in the presence of a demonstrator. This suggested that social learning was crucial to proper acquisition of box opening. Additional open diffusion experiments where 2 behavioural variants were initially present in similar proportions ended with a single variant becoming dominant, due to stochastic processes. We discuss whether these results, which replicate those found in primates and birds, might indicate a capacity for culture in bumblebees.
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Affiliation(s)
- Alice D. Bridges
- School of Biological and Behavioural Sciences, Queen Mary University of London, London, United Kingdom
- * E-mail: (ADB); (LC)
| | - HaDi MaBouDi
- School of Biological and Behavioural Sciences, Queen Mary University of London, London, United Kingdom
| | - Olga Procenko
- School of Biological and Behavioural Sciences, Queen Mary University of London, London, United Kingdom
| | - Charlotte Lockwood
- School of Biological and Behavioural Sciences, Queen Mary University of London, London, United Kingdom
| | - Yaseen Mohammed
- School of Biological and Behavioural Sciences, Queen Mary University of London, London, United Kingdom
| | - Amelia Kowalewska
- School of Biological and Behavioural Sciences, Queen Mary University of London, London, United Kingdom
| | - José Eric Romero González
- School of Biological and Behavioural Sciences, Queen Mary University of London, London, United Kingdom
| | - Joseph L. Woodgate
- School of Biological and Behavioural Sciences, Queen Mary University of London, London, United Kingdom
| | - Lars Chittka
- School of Biological and Behavioural Sciences, Queen Mary University of London, London, United Kingdom
- * E-mail: (ADB); (LC)
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20
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Lack of action monitoring as a prerequisite for habitual and chunked behavior: Behavioral and neural correlates. iScience 2022; 26:105818. [PMID: 36636348 PMCID: PMC9830217 DOI: 10.1016/j.isci.2022.105818] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/14/2022] [Revised: 11/01/2022] [Accepted: 12/13/2022] [Indexed: 12/23/2022] Open
Abstract
We previously reported the rapid development of habitual behavior in a discrete-trials instrumental task in which lever insertion and retraction act as reward-predictive cues delineating sequence execution. Here we asked whether lever cues or performance variables reflective of skill and automaticity might account for habitual behavior in male rats. Behavior in the discrete-trials habit-promoting task was compared with two task variants lacking the sequence-delineating cues of lever extension and retraction. We find that behavior is under goal-directed control in absence of sequence-delineating cues but not in their presence, and that skilled performance does not predict goal-directed vs. habitual behavior. Neural activity recordings revealed an engagement of dorsolateral striatum and a disengagement of dorsomedial striatum during the sequence execution of the habit-promoting task, specifically. Together, these results indicate that sequence delineation cues promote habit and differential engagement of striatal subregions during instrumental responding, a pattern that may reflect cue-elicited behavioral chunking.
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21
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Desmet DM, Cusumano JP, Dingwell JB. Adaptive multi-objective control explains how humans make lateral maneuvers while walking. PLoS Comput Biol 2022; 18:e1010035. [PMID: 36374914 PMCID: PMC9704766 DOI: 10.1371/journal.pcbi.1010035] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/18/2022] [Revised: 11/28/2022] [Accepted: 10/26/2022] [Indexed: 11/15/2022] Open
Abstract
To successfully traverse their environment, humans often perform maneuvers to achieve desired task goals while simultaneously maintaining balance. Humans accomplish these tasks primarily by modulating their foot placements. As humans are more unstable laterally, we must better understand how humans modulate lateral foot placement. We previously developed a theoretical framework and corresponding computational models to describe how humans regulate lateral stepping during straight-ahead continuous walking. We identified goal functions for step width and lateral body position that define the walking task and determine the set of all possible task solutions as Goal Equivalent Manifolds (GEMs). Here, we used this framework to determine if humans can regulate lateral stepping during non-steady-state lateral maneuvers by minimizing errors consistent with these goal functions. Twenty young healthy adults each performed four lateral lane-change maneuvers in a virtual reality environment. Extending our general lateral stepping regulation framework, we first re-examined the requirements of such transient walking tasks. Doing so yielded new theoretical predictions regarding how steps during any such maneuver should be regulated to minimize error costs, consistent with the goals required at each step and with how these costs are adapted at each step during the maneuver. Humans performed the experimental lateral maneuvers in a manner consistent with our theoretical predictions. Furthermore, their stepping behavior was well modeled by allowing the parameters of our previous lateral stepping models to adapt from step to step. To our knowledge, our results are the first to demonstrate humans might use evolving cost landscapes in real time to perform such an adaptive motor task and, furthermore, that such adaptation can occur quickly-over only one step. Thus, the predictive capabilities of our general stepping regulation framework extend to a much greater range of walking tasks beyond just normal, straight-ahead walking.
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Affiliation(s)
- David M. Desmet
- Department of Kinesiology, Pennsylvania State University, University Park, Pennsylvania, United States of America
| | - Joseph P. Cusumano
- Department of Engineering Science & Mechanics, Pennsylvania State University, University Park, Pennsylvania, United States of America
| | - Jonathan B. Dingwell
- Department of Kinesiology, Pennsylvania State University, University Park, Pennsylvania, United States of America
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22
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How can caching explain automaticity? Psychon Bull Rev 2022; 30:407-420. [PMID: 36224462 DOI: 10.3758/s13423-022-02191-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 09/15/2022] [Indexed: 11/08/2022]
Abstract
Automaticity is still ill-understood, and its relation to habit formation and skill acquisition is highly debated. Recently, the principle of caching has been advanced as a potentially promising avenue for studying automaticity. It is roughly understood as a means of storing direct input-output associations in a manner that supports instant lookup. We raise various concerns that should be addressed before the theoretical progress afforded by this principle can be evaluated. Is caching merely a metaphor for computer caching or is it a computational model that can be used to derive testable predictions? How do the short-term and long-term effects of automaticity relate to the distinction between working memory and long-term memory? Does caching apply to stimulus-response associations - as already suggested by Logan's instance theory - or to algorithms, too? How much practice is required for caching and how does caching depend on the task's type? What is the relation between control processes and caching as these pertain to the possible suppression of automatic processes? Dealing with these questions will arguably also advance our understanding of automaticity.
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23
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Seidel M, King JA, Fürtjes S, Labitzke N, Wronski ML, Boehm I, Hennig J, Gramatke K, Roessner V, Ehrlich S. Increased Habit Frequency in the Daily Lives of Patients with Acute Anorexia Nervosa. Nutrients 2022; 14:nu14193905. [PMID: 36235556 PMCID: PMC9573582 DOI: 10.3390/nu14193905] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/08/2022] [Revised: 09/10/2022] [Accepted: 09/16/2022] [Indexed: 11/16/2022] Open
Abstract
Strict eating routines and frequent rigid behavior patterns are commonly observed in patients with anorexia nervosa (AN). A recent theory proposes that while these behaviors may have been reinforced initially, they later become habitual. To date, however, research has been overly focused on eating-disorder (ED)-related habits. Over the course of seven days, we applied an ecological momentary assessment (EMA) to investigate the habit frequency and strength of ED-specific (food intake) and ED-unspecific (hygiene) habits in the daily lives of a sample of n = 57 AN and n = 57 healthy controls (HC). The results of the hierarchical models revealed that habits were significantly more likely in patients compared with HC for both categories, independently. Furthermore, a lower body mass index (BMI) was associated with increased habit frequency in AN. Our study strengthens the habit theory of AN by showing the relevance of habits beyond ED-specific behavioral domains. This also supports the development of innovative therapeutic interventions targeting habitual behavior in EDs.
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Affiliation(s)
- Maria Seidel
- Translational Developmental Neuroscience Section, Division of Psychological and Social Medicine and Developmental Neurosciences, Faculty of Medicine, Technische Universität Dresden, 01307 Dresden, Germany
- Correspondence: ; Tel.: +49-(0)351-458-2244
| | - Joseph A. King
- Translational Developmental Neuroscience Section, Division of Psychological and Social Medicine and Developmental Neurosciences, Faculty of Medicine, Technische Universität Dresden, 01307 Dresden, Germany
| | - Sophia Fürtjes
- Translational Developmental Neuroscience Section, Division of Psychological and Social Medicine and Developmental Neurosciences, Faculty of Medicine, Technische Universität Dresden, 01307 Dresden, Germany
| | - Natalie Labitzke
- Translational Developmental Neuroscience Section, Division of Psychological and Social Medicine and Developmental Neurosciences, Faculty of Medicine, Technische Universität Dresden, 01307 Dresden, Germany
| | - Marie-Louis Wronski
- Translational Developmental Neuroscience Section, Division of Psychological and Social Medicine and Developmental Neurosciences, Faculty of Medicine, Technische Universität Dresden, 01307 Dresden, Germany
| | - Ilka Boehm
- Translational Developmental Neuroscience Section, Division of Psychological and Social Medicine and Developmental Neurosciences, Faculty of Medicine, Technische Universität Dresden, 01307 Dresden, Germany
| | - Julius Hennig
- Translational Developmental Neuroscience Section, Division of Psychological and Social Medicine and Developmental Neurosciences, Faculty of Medicine, Technische Universität Dresden, 01307 Dresden, Germany
| | - Katrin Gramatke
- Eating Disorder Treatment and Research Center, Department of Child and Adolescent Psychiatry, Faculty of Medicine, Technische Universität Dresden, 01307 Dresden, Germany
| | - Veit Roessner
- Department of Child and Adolescent Psychiatry and Psychotherapy, Carl Gustav Carus University Hospital Dresden, 01307 Dresden, Germany
| | - Stefan Ehrlich
- Translational Developmental Neuroscience Section, Division of Psychological and Social Medicine and Developmental Neurosciences, Faculty of Medicine, Technische Universität Dresden, 01307 Dresden, Germany
- Eating Disorder Treatment and Research Center, Department of Child and Adolescent Psychiatry, Faculty of Medicine, Technische Universität Dresden, 01307 Dresden, Germany
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24
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Making habits measurable beyond what they are not: A focus on associative dual-process models. Neurosci Biobehav Rev 2022; 142:104869. [PMID: 36108980 DOI: 10.1016/j.neubiorev.2022.104869] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/21/2022] [Revised: 09/09/2022] [Accepted: 09/10/2022] [Indexed: 11/21/2022]
Abstract
Habits are the subject of intense international research. Under the associative dual-process model the outcome devaluation paradigm has been used extensively to classify behaviours as being either goal-directed (sensitive to shifts in the value of associated outcomes) or habitual (triggered by stimuli without anticipation of consequences). This has proven to be a useful framework for studying the neurobiology of habit and relevance of habits in clinical psychopathology. However, in recent years issues have been raised about this rather narrow definition of habits in comparison to habitual behaviour experienced in the real world. Specifically, defining habits as the absence of goal-directed control, the very specific set-ups required to demonstrate habit experimentally and the lack of direct evidence for habits as stimulus-response behaviours are viewed as problematic. In this review paper we address key critiques that have been raised about habit research within the framework of the associative dual-process model. We then highlight novel research approaches studying different features of habits with methods that expand beyond traditional paradigms.
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Investigating Students’ Answering Behaviors in a Computer-Based Mathematics Algebra Test: A Cognitive-Load Perspective. Behav Sci (Basel) 2022; 12:bs12080293. [PMID: 36004864 PMCID: PMC9404730 DOI: 10.3390/bs12080293] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/20/2022] [Revised: 07/27/2022] [Accepted: 08/02/2022] [Indexed: 11/24/2022] Open
Abstract
Computer-based testing is an emerging method to evaluate students’ mathematics learning outcomes. However, algebra problems impose a high cognitive load due to requiring multiple calculation steps, which might reduce students’ performance in computer-based testing. In order to understand students’ cognitive load when answering algebra questions in a computer-based testing environment, three perspectives, element interactivity, practice effect, and individual differences, were investigated in this study. Seven levels of algebra exam questions were created using unary and simultaneous linear equations, and the inverse efficiency scores were employed as a measure of cognitive load in the study. Forty undergraduate and graduate students were tested. There were four findings: (1) As the element interactivity of test materials increased, the cognitive load increased rapidly. (2) The high-efficiency group had a lower cognitive load than the low-efficiency group, suggesting that the high-efficiency group had an advantage in a computer-based testing environment. (3) “Practice” has a considerable effect on reducing cognitive load, particularly in level 6 and 7 test items. (4) The low-efficiency group can reduce but not eliminate the gap with the high-efficiency group; they may require additional experience in a computer-based testing environment in order to improve reducing their cognitive load.
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Guida P, Michiels M, Redgrave P, Luque D, Obeso I. An fMRI meta-analysis of the role of the striatum in everyday-life vs laboratory-developed habits. Neurosci Biobehav Rev 2022; 141:104826. [PMID: 35963543 DOI: 10.1016/j.neubiorev.2022.104826] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/24/2022] [Revised: 07/17/2022] [Accepted: 08/09/2022] [Indexed: 11/30/2022]
Abstract
The dorsolateral striatum plays a critical role in the acquisition and expression of stimulus-response habits that are learned in experimental laboratories. Here, we use meta-analytic procedures to contrast the neural circuits activated by laboratory-acquired habits with those activated by stimulus-response behaviours acquired in everyday-life. We confirmed that newly learned habits rely more on the anterior putamen with activation extending into caudate and nucleus accumbens. Motor and associative components of everyday-life habits were identified. We found that motor-dominant stimulus-response associations developed outside the laboratory primarily engaged posterior dorsal putamen, supplementary motor area (SMA) and cerebellum. Importantly, associative components were also represented in the posterior putamen. Thus, common neural representations for both naturalistic and laboratory-based habits were found in the left posterior and right anterior putamen. These findings suggest a partial common striatal substrate for habitual actions that are performed predominantly by stimulus-response associations represented in the posterior striatum. The overlapping neural substrates for laboratory and everyday-life habits supports the use of both methods for the analysis of habitual behaviour.
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Affiliation(s)
- Pasqualina Guida
- HM CINAC, Centro Integral de Neurociencias AC. Hospital Universitario HM Puerta del Sur, HM Hospitales, Madrid, Spain; CIBERNED, Instituto de Salud Carlos III, Madrid, Spain; Ph.D. Program in Neuroscience, Universidad Autónoma de Madrid Cajal Institute, Madrid 28029, Spain
| | - Mario Michiels
- HM CINAC, Centro Integral de Neurociencias AC. Hospital Universitario HM Puerta del Sur, HM Hospitales, Madrid, Spain; CIBERNED, Instituto de Salud Carlos III, Madrid, Spain; Ph.D. Program in Neuroscience, Universidad Autónoma de Madrid Cajal Institute, Madrid 28029, Spain
| | - Peter Redgrave
- Department of Psychology, University of Sheffield, Sheffield S10 2TN, UK
| | - David Luque
- Departamento de Psicología Básica, Universidad Autónoma de Madrid, Madrid, Spain; Departamento de Psicología Básica, Universidad de Málaga, Madrid, Spain
| | - Ignacio Obeso
- HM CINAC, Centro Integral de Neurociencias AC. Hospital Universitario HM Puerta del Sur, HM Hospitales, Madrid, Spain; CIBERNED, Instituto de Salud Carlos III, Madrid, Spain; Psychobiology department, Complutense University of Madrid, Madrid, Spain.
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Draaisma L, Wessel M, Moyne M, Morishita T, Hummel F. Targeting the frontoparietal network using bifocal transcranial alternating current stimulation during a motor sequence learning task in healthy older adults. Brain Stimul 2022; 15:968-979. [DOI: 10.1016/j.brs.2022.06.012] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/08/2022] [Revised: 06/13/2022] [Accepted: 06/29/2022] [Indexed: 11/17/2022] Open
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Oakley-Girvan I, Docherty J. A New Approach to Enhancing Engagement in eHealth Applications (Preprint). Interact J Med Res 2022; 11:e38886. [DOI: 10.2196/38886] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/20/2022] [Revised: 08/26/2022] [Accepted: 10/24/2022] [Indexed: 11/07/2022] Open
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Sozzi S, Schieppati M. Balance Adaptation While Standing on a Compliant Base Depends on the Current Sensory Condition in Healthy Young Adults. Front Hum Neurosci 2022; 16:839799. [PMID: 35399363 PMCID: PMC8989851 DOI: 10.3389/fnhum.2022.839799] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/20/2021] [Accepted: 02/03/2022] [Indexed: 01/06/2023] Open
Abstract
Background Several investigations have addressed the process of balance adaptation to external perturbations. The adaptation during unperturbed stance has received little attention. Further, whether the current sensory conditions affect the adaptation rate has not been established. We have addressed the role of vision and haptic feedback on adaptation while standing on foam. Methods In 22 young subjects, the analysis of geometric (path length and sway area) and spectral variables (median frequency and mean level of both total spectrum and selected frequency windows) of the oscillation of the centre of feet pressure (CoP) identified the effects of vision, light-touch (LT) or both in the anteroposterior (AP) and mediolateral (ML) direction over 8 consecutive 90 s standing trials. Results Adaptation was obvious without vision (eyes closed; EC) and tenuous with vision (eyes open; EO). With trial repetition, path length and median frequency diminished with EC (p < 0.001) while sway area and mean level of the spectrum increased (p < 0.001). The low- and high-frequency range of the spectrum increased and decreased in AP and ML directions, respectively. Touch compared to no-touch enhanced the rate of increase of the low-frequency power (p < 0.05). Spectral differences in distinct sensory conditions persisted after adaptation. Conclusion Balance adaptation occurs during standing on foam. Adaptation leads to a progressive increase in the amplitude of the lowest frequencies of the spectrum and a concurrent decrease in the high-frequency range. Within this common behaviour, touch adds to its stabilising action a modest effect on the adaptation rate. Stabilisation is improved by favouring slow oscillations at the expense of sway minimisation. These findings are preliminary to investigations of balance problems in persons with sensory deficits, ageing, and peripheral or central nervous lesion.
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Affiliation(s)
- Stefania Sozzi
- Centro Studi Attività Motorie (CSAM), Istituti Clinici Scientifici Maugeri SB (IRCCS), Pavia, Italy
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Vandevoorde K, Vollenkemper L, Schwan C, Kohlhase M, Schenck W. Using Artificial Intelligence for Assistance Systems to Bring Motor Learning Principles into Real World Motor Tasks. SENSORS 2022; 22:s22072481. [PMID: 35408094 PMCID: PMC9002555 DOI: 10.3390/s22072481] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 02/18/2022] [Revised: 03/18/2022] [Accepted: 03/20/2022] [Indexed: 11/03/2022]
Abstract
Humans learn movements naturally, but it takes a lot of time and training to achieve expert performance in motor skills. In this review, we show how modern technologies can support people in learning new motor skills. First, we introduce important concepts in motor control, motor learning and motor skill learning. We also give an overview about the rapid expansion of machine learning algorithms and sensor technologies for human motion analysis. The integration between motor learning principles, machine learning algorithms and recent sensor technologies has the potential to develop AI-guided assistance systems for motor skill training. We give our perspective on this integration of different fields to transition from motor learning research in laboratory settings to real world environments and real world motor tasks and propose a stepwise approach to facilitate this transition.
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Du Y, Krakauer JW, Haith AM. The relationship between habits and motor skills in humans. Trends Cogn Sci 2022; 26:371-387. [DOI: 10.1016/j.tics.2022.02.002] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/02/2021] [Revised: 02/01/2022] [Accepted: 02/06/2022] [Indexed: 12/18/2022]
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Ekelund M, Fernsund H, Karlsson S, Mac Giolla E. Does Expertise Reduce Rates of Inattentional Blindness? A Meta-Analysis. Perception 2022; 51:131-147. [PMID: 35060780 PMCID: PMC8813586 DOI: 10.1177/03010066211072466] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022]
Abstract
Inattentional blindness occurs when one fails to notice a fully visible stimulus because
one's attention is on another task. Researchers have suggested that expertise at this
other task should reduce rates of inattentional blindness. However, research on the topic
has produced mixed findings. To gain clarity on the issue, we meta-analyzed the extant
studies (K = 14; N = 1153). On average, experts showed
only a slight reduction in rates of inattentional blindness: 62% of novices experienced
inattentional blindness compared to 56% of experts, weighted odds ratio = 1.33, 95% CI
[0.78, 2.28]. The relevance of the stimuli to the experts’ domain of expertise showed no
notable moderating effects. The low number of the included studies, and the small sample
sizes of the original studies, weaken our conclusions. Nonetheless, when taken together,
the available evidence provides little support for any reliable influence of expertise on
rates of inattentional blindness.
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Kim S, Han CE, Kim B, Winstein CJ, Schweighofer N. Effort, success, and side of lesion determine arm choice in individuals with chronic stroke. J Neurophysiol 2022; 127:255-266. [PMID: 34879206 PMCID: PMC8782657 DOI: 10.1152/jn.00532.2020] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/03/2023] Open
Abstract
In neurotypical individuals, arm choice in reaching movements depends on expected biomechanical effort, expected success, and a handedness bias. Following a stroke, does arm choice change to account for the decreased motor performance, or does it follow a preinjury habitual preference pattern? Participants with mild-to-moderate chronic stroke who were right-handed before stroke performed reaching movements in both spontaneous and forced-choice blocks, under no-time, medium-time, and fast-time constraint conditions designed to modulate reaching success. Mixed-effects logistic regression models of arm choice revealed that expected effort predicted choices. However, expected success only strongly predicted choice in left-hemiparetic individuals. In addition, reaction times decreased in left-hemiparetic individuals between the no-time and the fast-time constraint conditions but showed no changes in right-hemiparetic individuals. Finally, arm choice in the no-time constraint condition correlated with a clinical measure of spontaneous arm use for right-, but not for left-hemiparetic individuals. Our results are consistent with the view that right-hemiparetic individuals show a habitual pattern of arm choice for reaching movements relatively independent of failures. In contrast, left-hemiparetic individuals appear to choose their paretic left arm more optimally: that is, if a movement with the paretic arm is predicted to be not successful in the upcoming movement, the nonparetic right arm is chosen instead.NEW & NOTEWORTHY Although we are seldom aware of it, we constantly make decisions to use one arm or the other in daily activities. Here, we studied whether these decisions change following stroke. Our results show that effort, success, and side of lesion determine arm choice in a reaching task: whereas left-paretic individuals modified their arm choice in response to failures in reaching the target, right-paretic individuals showed a pattern of choice independent of failures.
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Affiliation(s)
- Sujin Kim
- 1Division of Biokinesiology and Physical Therapy, University of Southern California, Los Angeles, California,2Department of Physical Therapy, Jeonju University, Jeonju, Republic of Korea
| | - Cheol E. Han
- 3Department of Electronics and Information Engineering, Korea University, Sejong, Republic of Korea
| | - Bokkyu Kim
- 1Division of Biokinesiology and Physical Therapy, University of Southern California, Los Angeles, California,4Department of Physical Therapy Education, SUNY Upstate Medical University, Syracuse, New York
| | - Carolee J. Winstein
- 1Division of Biokinesiology and Physical Therapy, University of Southern California, Los Angeles, California
| | - Nicolas Schweighofer
- 1Division of Biokinesiology and Physical Therapy, University of Southern California, Los Angeles, California
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Vincent-Edinboro RL, Onuoha P. Beliefs and self-reported practice of footcare among persons with type II diabetes mellitus attending selected health centres in east Trinidad. THE EGYPTIAN JOURNAL OF INTERNAL MEDICINE 2022; 34:92. [PMID: 36570676 PMCID: PMC9758455 DOI: 10.1186/s43162-022-00180-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/31/2022] [Accepted: 12/01/2022] [Indexed: 12/23/2022] Open
Abstract
Background It has been documented that nearly 600 million people worldwide are expected to have diabetes mellitus in 2035 and that approximately 140,000 persons aged 20-69 years living with diabetes mellitus in Trinidad and Tobago. It is also indicated that patients with type II diabetes mellitus face a higher risk of diabetic foot neuropathy and foot ulcers which increase the risk of below the knee amputation in persons living with diabetes. Purpose The aim of this research project was to explore the beliefs related to footcare and the self-reported footcare practice of persons with type II diabetes mellitus attending selected health centres in East Trinidad. Method A survey was used to explore the footcare beliefs and the self-reported footcare practice of persons with type II diabetes mellitus attending selected health centres in East Trinidad (n = 87). Results Participants had strong belief regarding susceptibility to foot injury, strong belief regarding the seriousness of complications of foot injury, reported good footcare practice and excellent practice of overcoming barriers to performing footcare. There is a correlation between the belief regarding susceptibility to a foot injury and age (p ≤ 0.05). Also, there is a significant correlation between belief regarding susceptibility to a foot injury, seriousness of complications and self-reported footcare practices (p ≤ 0.05). Conclusion This study explores and describes the beliefs and self-reported practices of footcare among individuals with type II diabetes mellitus at selected health centres in East Trinidad. It supports the Health Belief Model as an effective framework for the promotion of appropriate footcare among persons with type II diabetes mellitus.
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Affiliation(s)
- Rachel Leah Vincent-Edinboro
- grid.430529.9The UWI School of Nursing, Faculty of Medical Sciences, University of the West Indies, St. Augustine, Trinidad, Trinidad and Tobago
| | - Philip Onuoha
- grid.430529.9The UWI School of Nursing, Faculty of Medical Sciences, University of the West Indies, St. Augustine, Trinidad, Trinidad and Tobago
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Gardner B. Habit and behavioural complexity: habitual instigation and execution as predictors of simple and complex behaviours. CURRENT RESEARCH IN BEHAVIORAL SCIENCES 2022. [DOI: 10.1016/j.crbeha.2022.100081] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/02/2023] Open
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de Brouwer AJ, Areshenkoff CN, Rashid MR, Flanagan JR, Poppenk J, Gallivan JP. Human Variation in Error-Based and Reinforcement Motor Learning Is Associated With Entorhinal Volume. Cereb Cortex 2021; 32:3423-3440. [PMID: 34963128 PMCID: PMC9376876 DOI: 10.1093/cercor/bhab424] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/08/2021] [Revised: 11/01/2021] [Accepted: 11/03/2021] [Indexed: 12/31/2022] Open
Abstract
Error-based and reward-based processes are critical for motor learning and are thought to be mediated via distinct neural pathways. However, recent behavioral work in humans suggests that both learning processes can be bolstered by the use of cognitive strategies, which may mediate individual differences in motor learning ability. It has been speculated that medial temporal lobe regions, which have been shown to support motor sequence learning, also support the use of cognitive strategies in error-based and reinforcement motor learning. However, direct evidence in support of this idea remains sparse. Here we first show that better overall learning during error-based visuomotor adaptation is associated with better overall learning during the reward-based shaping of reaching movements. Given the cognitive contribution to learning in both of these tasks, these results support the notion that strategic processes, associated with better performance, drive intersubject variation in both error-based and reinforcement motor learning. Furthermore, we show that entorhinal cortex volume is larger in better learning individuals-characterized across both motor learning tasks-compared with their poorer learning counterparts. These results suggest that individual differences in learning performance during error and reinforcement learning are related to neuroanatomical differences in entorhinal cortex.
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Affiliation(s)
- Anouk J de Brouwer
- Centre for Neuroscience Studies, Queen’s University, Kingston, ON K7L 3N6, Canada
| | - Corson N Areshenkoff
- Centre for Neuroscience Studies, Queen’s University, Kingston, ON K7L 3N6, Canada,Department of Psychology, Queen’s University, Kingston, ON K7L 3N6, Canada
| | - Mohammad R Rashid
- School of Computing, Queen’s University, Kingston, ON K7L 3N6, Canada
| | - J Randall Flanagan
- Centre for Neuroscience Studies, Queen’s University, Kingston, ON K7L 3N6, Canada,Department of Psychology, Queen’s University, Kingston, ON K7L 3N6, Canada
| | - Jordan Poppenk
- Centre for Neuroscience Studies, Queen’s University, Kingston, ON K7L 3N6, Canada,Department of Psychology, Queen’s University, Kingston, ON K7L 3N6, Canada,School of Computing, Queen’s University, Kingston, ON K7L 3N6, Canada
| | - Jason P Gallivan
- Address correspondence to Jason P. Gallivan, Queen’s University, Kingston, Ontario K7L 3N6, Canada.
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McDougle SD, Wilterson SA, Turk-Browne NB, Taylor JA. Revisiting the Role of the Medial Temporal Lobe in Motor Learning. J Cogn Neurosci 2021; 34:532-549. [PMID: 34942649 DOI: 10.1162/jocn_a_01809] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/04/2022]
Abstract
Classic taxonomies of memory distinguish explicit and implicit memory systems, placing motor skills squarely in the latter branch. This assertion is in part a consequence of foundational discoveries showing significant motor learning in amnesics. Those findings suggest that declarative memory processes in the medial temporal lobe (MTL) do not contribute to motor learning. Here, we revisit this issue, testing an individual (L. S. J.) with severe MTL damage on four motor learning tasks and comparing her performance to age-matched controls. Consistent with previous findings in amnesics, we observed that L. S. J. could improve motor performance despite having significantly impaired declarative memory. However, she tended to perform poorly relative to age-matched controls, with deficits apparently related to flexible action selection. Further supporting an action selection deficit, L. S. J. fully failed to learn a task that required the acquisition of arbitrary action-outcome associations. We thus propose a modest revision to the classic taxonomic model: Although MTL-dependent memory processes are not necessary for some motor learning to occur, they play a significant role in the acquisition, implementation, and retrieval of action selection strategies. These findings have implications for our understanding of the neural correlates of motor learning, the psychological mechanisms of skill, and the theory of multiple memory systems.
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Sheffler P, Rodriguez TM, Cheung CS, Wu R. Cognitive and metacognitive, motivational, and resource considerations for learning new skills across the lifespan. WILEY INTERDISCIPLINARY REVIEWS. COGNITIVE SCIENCE 2021; 13:e1585. [PMID: 34783458 DOI: 10.1002/wcs.1585] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/16/2021] [Revised: 09/09/2021] [Accepted: 10/15/2021] [Indexed: 01/09/2023]
Abstract
Across the lifespan, learners have to tackle the challenges of learning new skills. These skills can range from abilities needed for survival, such as learning languages, learning to walk during infancy, and learning new software for a job in adulthood, to abilities related to leisure and hobbies. As the learner progresses through novice to expert stages, there are cognitive and metacognitive, motivational, and resource considerations for learning new skills. In terms of cognitive considerations, fluid and crystallized abilities as well as executive functions interact to help the learner process and retain information related to the skills. In terms of metacognitive considerations, knowing what to learn and how to learn are important for novel skill learning. In terms of motivational considerations, changes in individuals' intrinsic and extrinsic motivation throughout the lifespan impact their pursuit of novel skill learning, and declines in motivation can be buffered through the cultivation of grit, growth mindset, self-efficacy, and other personal factors. In terms of resource considerations, there are many tools that learners can use to acquire new skills, but allocation and availability of these resources differ based on life stage and socioeconomic status. Taken together, these considerations may provide learners with the best chance at acquiring new skills across the lifespan. Further research investigating these three factors, particularly among older adult learners, and their interactive effects could help increase our understanding of their impacts on skill learning and inform future cognitive interventions that can be tailored to learners' unique needs. This article is categorized under: Cognitive Biology > Cognitive Development Psychology > Development and Aging Psychology > Learning.
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Affiliation(s)
- Pamela Sheffler
- Department of Psychology, University of California, Riverside, California, USA
| | - Tania M Rodriguez
- Department of Psychology, University of California, Riverside, California, USA
| | - Cecilia S Cheung
- Department of Psychology, University of California, Riverside, California, USA
| | - Rachel Wu
- Department of Psychology, University of California, Riverside, California, USA
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Lousada E, Boudreau M, Cohen-Adad J, Nait Oumesmar B, Burguière E, Schreiweis C. Reduced Axon Calibre in the Associative Striatum of the Sapap3 Knockout Mouse. Brain Sci 2021; 11:1353. [PMID: 34679417 PMCID: PMC8570333 DOI: 10.3390/brainsci11101353] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/08/2021] [Revised: 09/22/2021] [Accepted: 09/23/2021] [Indexed: 12/28/2022] Open
Abstract
Pathological repetitive behaviours are a common feature of various neuropsychiatric disorders, including compulsions in obsessive-compulsive disorder or tics in Gilles de la Tourette syndrome. Clinical research suggests that compulsive-like symptoms are related to associative cortico-striatal dysfunctions, and tic-like symptoms to sensorimotor cortico-striatal dysfunctions. The Sapap3 knockout mouse (Sapap3-KO), the current reference model to study such repetitive behaviours, presents both associative as well as sensorimotor cortico-striatal dysfunctions. Previous findings point to deficits in both macro-, as well as micro-circuitry, both of which can be affected by neuronal structural changes. However, to date, structural connectivity has not been analysed. Hence, in the present study, we conducted a comprehensive structural characterisation of both associative and sensorimotor striatum as well as major cortical areas connecting onto these regions. Besides a thorough immunofluorescence study on oligodendrocytes, we applied AxonDeepSeg, an open source software, to automatically segment and characterise myelin thickness and axon area. We found that axon calibre, the main contributor to changes in conduction speed, is specifically reduced in the associative striatum of the Sapap3-KO mouse; myelination per se seems unaffected in associative and sensorimotor cortico-striatal circuits.
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Affiliation(s)
- Eliana Lousada
- Team ‘Neurophysiology of Repetitive Behaviours’ (NERB), Institut du Cerveau, Inserm U1127, Centre National de la Recherche Scientifique (CNRS) U7225, Sorbonne Universités, Hôpital de la Pitié-Salpêtrière, 75013 Paris, France; (E.L.); (E.B.)
| | - Mathieu Boudreau
- Montreal Heart Institute, Montréal, QC H1T 1C8, Canada;
- NeuroPoly Lab, Institute of Biomedical Engineering, Polytechnique Montréal, Montréal, QC H3T 1J4, Canada;
| | - Julien Cohen-Adad
- NeuroPoly Lab, Institute of Biomedical Engineering, Polytechnique Montréal, Montréal, QC H3T 1J4, Canada;
- Functional Neuroimaging Unit, Centre de Recherche de l’Institut Universitaire de Gériatrie de Montréal (CRIUGM), Université de Montréal, Montréal, QC H3W 1W5, Canada
- Mila—Quebec AI Institute, Montréal, QC H2S 3H1, Canada
| | - Brahim Nait Oumesmar
- Team ‘Myelin Plasticity and Regeneration’, Institut du Cerveau, Inserm U1127, Centre National de la Recherche Scientifique (CNRS) U7225, Sorbonne Universités, Hôpital de la Pitié-Salpêtrière, 75013 Paris, France;
| | - Eric Burguière
- Team ‘Neurophysiology of Repetitive Behaviours’ (NERB), Institut du Cerveau, Inserm U1127, Centre National de la Recherche Scientifique (CNRS) U7225, Sorbonne Universités, Hôpital de la Pitié-Salpêtrière, 75013 Paris, France; (E.L.); (E.B.)
| | - Christiane Schreiweis
- Team ‘Neurophysiology of Repetitive Behaviours’ (NERB), Institut du Cerveau, Inserm U1127, Centre National de la Recherche Scientifique (CNRS) U7225, Sorbonne Universités, Hôpital de la Pitié-Salpêtrière, 75013 Paris, France; (E.L.); (E.B.)
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Najenson J, Fresco N. The Role of Information in Knowledge-How. Front Psychol 2021; 12:634968. [PMID: 34589015 PMCID: PMC8473746 DOI: 10.3389/fpsyg.2021.634968] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/29/2020] [Accepted: 08/23/2021] [Indexed: 11/13/2022] Open
Abstract
Knowledge-how is the kind of knowledge implicated in skill employment and acquisition. Intellectualists claim that knowledge-how is a special type of propositional knowledge. Anti-intellectualists claim that knowledge-how is not propositional. We argue that both views face two open challenges. The first challenge pertains to the relationship between informational states and motor variability. The second pertains to the epistemic function of practice that leads to skill (and knowledge-how). The aim of this paper is to suggest a general conceptual framework based on functional information with both intellectualist and anti-intellectualist features. Our proposal, we argue, avoids the above challenges, and can further the debate on knowledge-how and skill.
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Affiliation(s)
- Jonathan Najenson
- Department of Philosophy, Hebrew University of Jerusalem, Jerusalem, Israel
| | - Nir Fresco
- Department of Brain & Cognitive Sciences and Philosophy, Ben-Gurion University of the Negev, Beersheba, Israel
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41
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Harvey AG, Callaway CA, Zieve GG, Gumport NB, Armstrong CC. Applying the Science of Habit Formation to Evidence-Based Psychological Treatments for Mental Illness. PERSPECTIVES ON PSYCHOLOGICAL SCIENCE 2021; 17:572-589. [PMID: 34495781 DOI: 10.1177/1745691621995752] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/08/2023]
Abstract
Habits affect nearly every aspect of our physical and mental health. Although the science of habit formation has long been of interest to psychological scientists across disciplines, we propose that applications to clinical psychological science have been insufficiently explored. In particular, evidence-based psychological treatments (EBPTs) are interventions targeting psychological processes that cause and/or maintain mental illness and that have been developed and evaluated scientifically. An implicit goal of EBPTs is to disrupt unwanted habits and develop desired habits. However, there has been insufficient attention given to habit-formation principles, theories, and measures in the development and delivery of EBTPs. Herein we consider whether outcomes following an EBPT would greatly improve if the basic science of habit formation were more fully leveraged. We distill six ingredients that are central to habit formation and demonstrate how these ingredients are relevant to EBPTs. We highlight practice points and an agenda for future research. We propose that there is an urgent need for research to guide the application of the science of habit formation and disruption to the complex "real-life" habits that are the essence of EBPTs.
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Affiliation(s)
| | | | - Garret G Zieve
- Department of Psychology, University of California, Berkeley
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42
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Souto D, Marsh O, Hutchinson C, Judge S, Paterson KB. Cognitive plasticity induced by gaze-control technology: Gaze-typing improves performance in the antisaccade task. COMPUTERS IN HUMAN BEHAVIOR 2021. [DOI: 10.1016/j.chb.2021.106831] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/21/2022]
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43
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Wood W, Mazar A, Neal DT. Habits and Goals in Human Behavior: Separate but Interacting Systems. PERSPECTIVES ON PSYCHOLOGICAL SCIENCE 2021; 17:590-605. [PMID: 34283681 DOI: 10.1177/1745691621994226] [Citation(s) in RCA: 27] [Impact Index Per Article: 9.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022]
Abstract
People automatically repeat behaviors that were frequently rewarded in the past in a given context. Such repetition is commonly attributed to habit, or associations in memory between a context and a response. Once habits form, contexts directly activate the response in mind. An opposing view is that habitual behaviors depend on goals. However, we show that this view is challenged by the goal independence of habits across the fields of social and health psychology, behavioral neuroscience, animal learning, and computational modeling. It also is challenged by direct tests revealing that habits do not depend on implicit goals. Furthermore, we show that two features of habit memory-rapid activation of specific responses and resistance to change-explain the different conditions under which people act on habit versus persuing goals. Finally, we tested these features with a novel secondary analysis of action-slip data. We found that habitual responses are activated regardless of goals, but they can be performed in concert with goal pursuit.
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Affiliation(s)
- Wendy Wood
- Department of Psychology, University of Southern California.,Marshall School of Business, University of Southern California
| | - Asaf Mazar
- Department of Psychology, University of Southern California
| | - David T Neal
- Catalyst Behavioral Sciences, Coral Gables, Florida.,Center for Advanced Hindsight, Duke University
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44
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Stoodley CJ, Tsai PT. Adaptive Prediction for Social Contexts: The Cerebellar Contribution to Typical and Atypical Social Behaviors. Annu Rev Neurosci 2021; 44:475-493. [PMID: 34236892 DOI: 10.1146/annurev-neuro-100120-092143] [Citation(s) in RCA: 16] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
Abstract
Social interactions involve processes ranging from face recognition to understanding others' intentions. To guide appropriate behavior in a given context, social interactions rely on accurately predicting the outcomes of one's actions and the thoughts of others. Because social interactions are inherently dynamic, these predictions must be continuously adapted. The neural correlates of social processing have largely focused on emotion, mentalizing, and reward networks, without integration of systems involved in prediction. The cerebellum forms predictive models to calibrate movements and adapt them to changing situations, and cerebellar predictive modeling is thought to extend to nonmotor behaviors. Primary cerebellar dysfunction can produce social deficits, and atypical cerebellar structure and function are reported in autism, which is characterized by social communication challenges and atypical predictive processing. We examine the evidence that cerebellar-mediated predictions and adaptation play important roles in social processes and argue that disruptions in these processes contribute to autism.
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Affiliation(s)
- Catherine J Stoodley
- Departments of Neuroscience and Psychology, American University, Washington, DC 20016, USA
| | - Peter T Tsai
- Departments of Neurology, Neuroscience, Psychiatry, and Pediatrics, University of Texas Southwestern Medical Center, Dallas, Texas 75390, USA;
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45
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Maresch J, Mudrik L, Donchin O. Measures of explicit and implicit in motor learning: what we know and what we don't. Neurosci Biobehav Rev 2021; 128:558-568. [PMID: 34214514 DOI: 10.1016/j.neubiorev.2021.06.037] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/24/2021] [Revised: 06/21/2021] [Accepted: 06/25/2021] [Indexed: 11/19/2022]
Abstract
Adaptation tasks are a key tool in characterizing the contribution of explicit and implicit processes to sensorimotor learning. However, different assumptions and ideas underlie methods used to measure these processes, leading to inconsistencies between studies. For instance, it is still unclear explicit and implicit combine additively. Cognitive studies of explicit and implicit processes show how non-additivity and bias in measurement can distort results. We argue that to understand explicit and implicit processes in visuomotor adaptation, we need a stronger characterization of the phenomenology and a richer set of models to test it on.
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Affiliation(s)
- Jana Maresch
- Department of Brain and Cognitive Sciences, Ben Gurion University of the Negev, Be'er Sheva, Israel.
| | - Liad Mudrik
- Sagol School of Neuroscience and School of Psychological Sciences, Tel Aviv University, PO Box 39040, Tel Aviv, 69978, Israel.
| | - Opher Donchin
- Department of Biomedical Engineering and Zlotowski Center for Neuroscience, Ben-Gurion University of the Negev, P.O.B. 653, Be'er Sheva, 8410501, Israel.
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46
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Verwey WB, Wright DL, Immink MA. A multi-representation approach to the contextual interference effect: effects of sequence length and practice. PSYCHOLOGICAL RESEARCH 2021; 86:1310-1331. [PMID: 34136942 PMCID: PMC9090686 DOI: 10.1007/s00426-021-01543-0] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/11/2020] [Accepted: 05/31/2021] [Indexed: 01/04/2023]
Abstract
The present study investigated the long-term benefit of Random-Practice (RP) over Blocked-Practice (BP) within the contextual interference (CI) effect for motor learning. We addressed the extent to which motor sequence length and practice amount factors moderate the CI effect given that previous reports, often in applied research, have reported no long-term advantage from RP. Based on predictions arising from the Cognitive framework of Sequential Motor Behavior (C-SMB) and using the Discrete Sequence Production (DSP) task, two experiments were conducted to compare limited and extended practice amounts of 4- and 7-key sequences under RP and BP schedules. Twenty-four-hour delayed retention performance confirmed the C-SMB prediction that the CI-effect occurs only with short sequences that receive little practice. The benefit of RP with limited practice was associated with overnight motor memory consolidation. Further testing with single-stimulus as well as novel and unstructured (i.e., random) sequences indicated that limited practice under RP schedules enhances both reaction and chunking modes of sequence execution with the latter mode benefitting from the development of implicit and explicit forms of sequence representation. In the case of 7-key sequences, extended practice with RP and BP schedules provided for equivalent development of sequence representations. Higher explicit awareness of sequence structures was associated with faster completion of practiced but also of novel and unstructured sequences.
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Affiliation(s)
- Willem B Verwey
- Department of Learning, Data-Analytics and Technology Cognition, Data and Education Section, Faculty of Behavioural, Management and Social Sciences, University of Twente, PO Box 217, 7500 AE, Enschede, The Netherlands. .,Department of Kinesiology, Texas A&M University, College Station, TX, USA.
| | - David L Wright
- Department of Kinesiology, Texas A&M University, College Station, TX, USA
| | - Maarten A Immink
- Sport, Health, Activity, Performance and Exercise Research Centre Flinders University, Adelaide, Australia
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47
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Cataldi S, Stanley AT, Miniaci MC, Sulzer D. Interpreting the role of the striatum during multiple phases of motor learning. FEBS J 2021; 289:2263-2281. [PMID: 33977645 DOI: 10.1111/febs.15908] [Citation(s) in RCA: 19] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/23/2021] [Revised: 03/28/2021] [Accepted: 04/30/2021] [Indexed: 01/11/2023]
Abstract
The synaptic pathways in the striatum are central to basal ganglia functions including motor control, learning and organization, action selection, acquisition of motor skills, cognitive function, and emotion. Here, we review the role of the striatum and its connections in motor learning and performance. The development of new techniques to record neuronal activity and animal models of motor disorders using neurotoxin, pharmacological, and genetic manipulations are revealing pathways that underlie motor performance and motor learning, as well as how they are altered by pathophysiological mechanisms. We discuss approaches that can be used to analyze complex motor skills, particularly in rodents, and identify specific questions central to understanding how striatal circuits mediate motor learning.
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Affiliation(s)
- Stefano Cataldi
- Departments of Psychiatry, Neurology, Pharmacology, Biology, Columbia University, New York, NY, USA.,Division of Molecular Therapeutics, New York State Psychiatric Institute, NY, USA
| | - Adrien T Stanley
- Departments of Psychiatry, Neurology, Pharmacology, Biology, Columbia University, New York, NY, USA.,Division of Molecular Therapeutics, New York State Psychiatric Institute, NY, USA
| | | | - David Sulzer
- Departments of Psychiatry, Neurology, Pharmacology, Biology, Columbia University, New York, NY, USA.,Division of Molecular Therapeutics, New York State Psychiatric Institute, NY, USA
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48
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Balkhoyor AM, Mir R, Mirghani I, Pike TW, Sheppard WEA, Biyani CS, Lodge JPA, Mon-Williams MA, Mushtaq F, Manogue M. Exploring the Presence of Core Skills for Surgical Practice Through Simulation. JOURNAL OF SURGICAL EDUCATION 2021; 78:980-986. [PMID: 33020038 DOI: 10.1016/j.jsurg.2020.08.036] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/20/2020] [Revised: 08/21/2020] [Accepted: 08/23/2020] [Indexed: 06/11/2023]
Abstract
OBJECTIVE The ability to simulate procedures in silico has transformed surgical training and practice. Today's simulators, designed for the training of a highly specialized set of procedures, also present a powerful scientific tool for understanding the neural control processes that underpin the learning and application of surgical skills. Here, we examined whether 2 simulators designed for training in 2 different surgical domains could be used to examine the extent to which fundamental sensorimotor skills transcend surgical specialty. DESIGN, SETTING & PARTICIPANTS We used a high-fidelity virtual reality dental simulator and a laparoscopic box simulator to record the performance of 3 different groups. The groups comprised dentists, laparoscopic surgeons, and psychologists (each group n = 19). RESULTS The results revealed a specialization of performance, with laparoscopic surgeons showing the highest performance on the laparoscopic box simulator, while dentists demonstrated the highest skill levels on the virtual reality dental simulator. Importantly, we also found that a transfer learning effect, with laparoscopic surgeons and dentists showing superior performance to the psychologists on both tasks. CONCLUSIONS There are core sensorimotor skills that cut across surgical specialty. We propose that the identification of such fundamental skills could lead to improved training provision prior to specialization.
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Affiliation(s)
- Ahmed Mohammed Balkhoyor
- Department of Preventive Dentistry, Faculty of Dentistry, Umm Al-Qura University, Makkah, Saudi Arabia; School of Dentistry and Psychology, Faculty of Medicine & Health, University of Leeds, Leeds, West Yorkshire, United Kingdom
| | - Rohana Mir
- School of Medicine, Faculty of Medicine & Health, University of Leeds, Leeds, West Yorkshire, United Kingdom
| | - Isra'a Mirghani
- School of Dentistry and Psychology, Faculty of Medicine & Health, University of Leeds, Leeds, West Yorkshire, United Kingdom
| | - Thomas W Pike
- Faculty of Medicine & Health, University of Leeds, St James's University Hospital, Leeds, West Yorkshire, United Kingdom
| | - William E A Sheppard
- School of Psychology, Faculty of Medicine & Health, University of Leeds, Leeds, West Yorkshire, United Kingdom
| | - Chandra Shekhar Biyani
- Leeds Teaching Hospitals NHS Trust, Department of Urology, Leeds, West Yorkshire, United Kingdom
| | - J P A Lodge
- HPB and Transplant Unit, St James's University Hospital, Leeds, West Yorkshire, United Kingdom
| | - Mark A Mon-Williams
- School of Psychology, Faculty of Medicine & Health, the Centre for Immersive Technologies, University of Leeds, Leeds, West Yorkshire, United Kingdom
| | - Faisal Mushtaq
- School of Psychology, Faculty of Medicine & Health, the Centre for Immersive Technologies, University of Leeds, Leeds, West Yorkshire, United Kingdom.
| | - Michael Manogue
- School of Dentistry, Faculty of Medicine & Health, University of Leeds, Leeds, West Yorkshire, United Kingdom
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49
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Shih HJS, Winstein CJ, Kulig K. Young adults with recurrent low back pain demonstrate altered trunk coordination during gait independent of pain status and attentional demands. Exp Brain Res 2021; 239:1937-1949. [PMID: 33871659 DOI: 10.1007/s00221-021-06106-8] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/01/2020] [Accepted: 04/02/2021] [Indexed: 11/25/2022]
Abstract
Pain influences both attention and motor behavior. We used a dual-task interference paradigm to investigate (1) alterations in attentional performance, (2) the ability to switch task prioritization, and (3) the effect of attentional demand on trunk coordination during narrow-based walking in and out of a painful episode in individuals with recurrent low back pain (LBP). We tested twenty young adults with LBP both in and out of a painful episode and compared them to twenty matched back-healthy individuals. Participants simultaneously performed a narrow step width matching task and an arithmetic task, with and without instructions to prioritize either task. A motion capture system was used to record kinematic data, and frontal plane trunk coordination was analyzed using vector coding on the thorax and pelvis angles. Single-task performance, dual-task effect, dual-task performance variability, task prioritization switch, and trunk coordination were analyzed using paired t tests or repeated measures two-way ANOVAs. Results indicated that active pain has a detrimental effect on attentional processes, indicated by poorer single-task performance and increased dual-task performance variability for individuals with recurrent LBP. Individuals with LBP, regardless of pain status, were able to switch task prioritization to a similar degree as their back-healthy counterparts. Compared to the control group, individuals with recurrent LBP exhibited a less in-phase, more pelvis-dominated trunk coordination during narrow-based walking, independent of pain status and regardless of attentional manipulations. Thus, altered trunk coordination in persons with LBP appears to be habitual, automatic, and persists beyond symptom duration.
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Affiliation(s)
- Hai-Jung Steffi Shih
- Division of Biokinesiology and Physical Therapy, University of Southern California, 1540 E. Alcazar St, CHP 155, Los Angeles, CA, 90033, USA.
| | - Carolee J Winstein
- Division of Biokinesiology and Physical Therapy, University of Southern California, 1540 E. Alcazar St, CHP 155, Los Angeles, CA, 90033, USA
| | - Kornelia Kulig
- Division of Biokinesiology and Physical Therapy, University of Southern California, 1540 E. Alcazar St, CHP 155, Los Angeles, CA, 90033, USA
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50
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It's a matter of (executive) load: Separation as a load-dependent resetting procedure. Behav Brain Sci 2021; 44:e17. [PMID: 33599602 DOI: 10.1017/s0140525x20000485] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/06/2022]
Abstract
Lee and Schwarz made considerable theoretical advances in the psychology of cleansing by proposing that cleaning actions might serve as separation procedures between two psychological entities. Here, we propose that the effectiveness of the separation process may be modulated by the available amount of executive resources, and that separation may operate as a load-dependent resetting procedure.
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