Explicit and implicit motor sequence learning in children and adults: The role of age and visual working memory

Journal article

Jongbloed-Pereboom, M., Nijhuis-Van Der Sanden, M. W. G. and Steenbergen, B.. (2019). Explicit and implicit motor sequence learning in children and adults: The role of age and visual working memory. Human Movement Science. 64, pp. 1 - 11. https://doi.org/10.1016/j.humov.2018.12.007
AuthorsJongbloed-Pereboom, M., Nijhuis-Van Der Sanden, M. W. G. and Steenbergen, B.
Abstract

This study investigated explicit and implicit motor learning, and the influence of visual working memory (VWM) and age. Sixty children and 28 adults learned a nine-button sequence task explicitly and implicitly. Performance in explicit and implicit learning improved with age. Learning curves were similar across ages for implicit learning. In explicit learning, learning curves differed across ages: younger children started slower, but their learning rate was higher compared to older children. Learning curves were similar across VWM scores, but performance in explicit learning was positively influenced by VWM scores. Further research and implications for education and rehabilitation are discussed.

Keywordsmotor learning; implicit; explicit; child; working memory
Year2019
JournalHuman Movement Science
Journal citation64, pp. 1 - 11
PublisherElsevier B.V.
ISSN0167-9457
Digital Object Identifier (DOI)https://doi.org/10.1016/j.humov.2018.12.007
Scopus EID2-s2.0-85059701978
Page range1 - 11
Publisher's version
File Access Level
Controlled
Place of publicationNetherlands
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Rahimi-Golkhandan, S., Steenbergen, B., Piek, J. P., Caeyenberghs, K. and Wilson, Peter Henry. (2016). Revealing hot cognition in children with motor coordination problems: What's the go? Research in Developmental Disabilities. 106, pp. 55 - 64. https://doi.org/10.1016/j.bandc.2016.04.010
Participation : Both a means and an end. A conceptual analysis of processes and outcomes in childhood disability
Imms, Christine, Granlund, Mats, Wilson, Peter, Steenbergen, Bert, Rosenbaum, Peter and Gordon, Andrew M.. (2016). Participation : Both a means and an end. A conceptual analysis of processes and outcomes in childhood disability. Developmental Medicine and Child Neurology. 59(1), pp. 16 - 25. https://doi.org/10.1111/dmcn.13237
Motor imagery difficulties in children with Cerebral Palsy: A specific or general deficit?
Lust, Jessica M., Wilson, Peter Henry and Steenbergen, Bert. (2016). Motor imagery difficulties in children with Cerebral Palsy: A specific or general deficit? Research in Developmental Disabilities. 57, pp. 102 - 111. https://doi.org/10.1016/j.ridd.2016.06.010
Coupling of online control and inhibitory systems in children with atypical motor development: A growth curve modelling study
Ruddock, Scott, Caeyenberghs, Karen, Piek, Jan, Sugden, David, Hyde, Christian, Morris, Sue, Rigoli, Daniela, Steenbergen, Bert and Wilson, Peter. (2016). Coupling of online control and inhibitory systems in children with atypical motor development: A growth curve modelling study. Brain and Cognition. 109, pp. 84 - 95. https://doi.org/10.1016/j.bandc.2016.08.001
Learning of writing letter-like sequences in children with physical and multiple disabilities
Jongbloed-Pereboom, Marjolein, Peeters, Angele, Overvelde, Anneloes, Nijhuis-van der Sanden, Maria W. G. and Steenbergen, Bert. (2015). Learning of writing letter-like sequences in children with physical and multiple disabilities. Research in Developmental Disabilities. 36, pp. 150 - 161. https://doi.org/10.1016/j.ridd.2014.10.005
Reliability of the modified Paediatric Evaluation of Disability Inventory, Dutch version (PEDI-NL) for children with cerebral palsy and cerebral visual impairment
Salavati, M., Waninge, A., Rameckers, E. A. A., de Blécourt, A. C. E., Krijnen, W. P., Steenbergen, B. and van der Schans, C. P.. (2015). Reliability of the modified Paediatric Evaluation of Disability Inventory, Dutch version (PEDI-NL) for children with cerebral palsy and cerebral visual impairment. Research in Developmental Disabilities. 37, pp. 189 - 201. https://doi.org/10.1016/j.ridd.2014.11.018
From numeracy to arithmetic: Precursors of arithmetic performance in children with cerebral palsy from 6 till 8 years of age
Van Rooijen, M., Verhoeven, L. and Steenbergen, Bert. (2015). From numeracy to arithmetic: Precursors of arithmetic performance in children with cerebral palsy from 6 till 8 years of age. Research in Developmental Disabilities. 45-46, pp. 49 - 57. https://doi.org/10.1016/j.ridd.2015.07.001
Second generation system development and multi-centre studies of the Elements VR-rehab system
Mumford, Nick, Shum, David, Thomas, Patrick, Steenbergen, Bert, Duckworth, Jonathan, Eldridge, Ross, Williams, Gavin, Green, Dido, Rogers, Jeff, Caeyenberghs, Karen and Wilson, Peter H.. (2015). Second generation system development and multi-centre studies of the Elements VR-rehab system. 2015 International Conference on Virtual Rehabilitation. Spain: IEEE Computer Society. pp. 164 - 165 https://doi.org/10.1109/ICVR.2015.7358601
Predictive models to determine imagery strategies employed by children to judge hand laterality
Spruijt, Steffie, Jongsma, Marijtje L. A., van der Kamp, John and Steenbergen, Bert. (2015). Predictive models to determine imagery strategies employed by children to judge hand laterality. PLoS ONE. 10(5), pp. 1 - 14. https://doi.org/10.1371/journal.pone.0126568
Motor imagery for walking: A comparison between cerebral palsy adolescents with hemiplegia and diplegia
Molina, Michele, Kudlinski, Cyril, Guilbert, Jessica, Spruijt, Steffie, Steenbergen, Bert and Jouen, François. (2015). Motor imagery for walking: A comparison between cerebral palsy adolescents with hemiplegia and diplegia. Research in Developmental Disabilities. 37, pp. 95 - 101. https://doi.org/10.1016/j.ridd.2014.10.053
Assessing motor imagery using the hand rotation task: Does performance change across childhood?
Butson, Michael Lloyd, Hyde, Christian, Steenbergen, Bert and Williams, Jacqueline Louise. (2014). Assessing motor imagery using the hand rotation task: Does performance change across childhood? Human Movement Science. 35, pp. 50 - 65. https://doi.org/10.1016/j.humov.2014.03.013
Mild impairments of motor imagery skills in children with DCD
Noten, Malou, Wilson, Peter, Ruddock, Scott and Steenbergen, Bert. (2014). Mild impairments of motor imagery skills in children with DCD. Research in Developmental Disabilities. 35(5), pp. 1152 - 1159. https://doi.org/10.1016/j.ridd.2014.01.026
Hot executive function in children with Developmental Coordination Disorder: Evidence for heightened sensitivity to immediate reward
Rahimi-Golkhandan, Shahin, Piek, Jan, Steenbergen, Bert and Wilson, Peter. (2014). Hot executive function in children with Developmental Coordination Disorder: Evidence for heightened sensitivity to immediate reward. Cognitive Development. 32, pp. 23 - 37. https://doi.org/10.1016/j.cogdev.2014.06.002
Unravelling developmental disregard in children with unilateral cerebral palsy by measuring event-related potentials during a simple and complex task
Zielinski, Ingar, Jongsma, Marijtje, Baas, C, Aarts, Pauline and Steenbergen, Bert. (2014). Unravelling developmental disregard in children with unilateral cerebral palsy by measuring event-related potentials during a simple and complex task. BMC Neurology. 14(6), pp. 1 - 9. https://doi.org/10.1186/1471-2377-14-6
Assessment of upper limb capacity in children with unilateral cerebral palsy: Construct validity of a Rasch-reduced Modified House Classification
Geerdink, Yvonne A., Lindeboom, Robert, de Wolf, Sander, Steenbergen, Bert, Geurts, Alexander C. and Aarts, Pauline B.. (2014). Assessment of upper limb capacity in children with unilateral cerebral palsy: Construct validity of a Rasch-reduced Modified House Classification. Developmental Medicine and Child Neurology. 56(6), pp. 580 - 586. https://doi.org/10.1111/dmcn.12395
Neglect-like characteristics of developmental disregard in children with cerebral palsy revealed by event related potentials
Zielinski, Ingar M., Steenbergen, Bert, Baas, C. M., Aarts, P. B. and Jongsma, M. L.. (2014). Neglect-like characteristics of developmental disregard in children with cerebral palsy revealed by event related potentials. BMC Neurology. 14(221), pp. 1 - 10. https://doi.org/10.1186/s12883-014-0221-0
Compromised motor control in children with DCD: A deficit in the internal model? - A systematic review
Adams, Imke, Lust, Jessica, Wilson, Peter H. and Steenbergen, Bert. (2014). Compromised motor control in children with DCD: A deficit in the internal model? - A systematic review. Neuroscience and Biobehavioral Reviews. 47, pp. 225 - 244. https://doi.org/10.1016/j.neubiorev.2014.08.011
Deficits of hot executive function in developmental coordination disorder: Sensitivity to positive social cues
Rahimi-Golkhandan, Shahin, Steenbergen, Bert, Piek, Jan and Wilson, Peter H.. (2014). Deficits of hot executive function in developmental coordination disorder: Sensitivity to positive social cues. Human Movement Science. 38, pp. 209 - 224. https://doi.org/10.1016/j.humov.2014.09.008
Gross motor function, functional skills and caregiver assistance in children with spastic cerebral palsy (CP) with and without cerebral visual impairment (CVI)
Salavati, Masoud, Rameckers, Eugene, Steenbergen, Bert and Van Der Schans, Cess. (2014). Gross motor function, functional skills and caregiver assistance in children with spastic cerebral palsy (CP) with and without cerebral visual impairment (CVI). European Journal of Physiotherapy. 16(3), pp. 159 - 167. https://doi.org/10.3109/21679169.2014.899392
Cognitive precursors of arithmetic development in primary school children with cerebral palsy
Van Rooijen, M., Verhoeven, L., Smits, D. W., Dallmeijer, A. J., Becher, J. G. and Steenbergen, Bert. (2014). Cognitive precursors of arithmetic development in primary school children with cerebral palsy. Research in Developmental Disabilities. 35(4), pp. 826 - 832. https://doi.org/10.1016/j.ridd.2014.01.016
Anticipatory action planning increases from 3 to 10 years of age in typically developing children
Jongbloed-Pereboom, Marjolein, Nijhuis-Van Der Sanden, Maria, Saraber-Schiphorst, Nicole, Craje, Celine and Steenbergen, Bert. (2013). Anticipatory action planning increases from 3 to 10 years of age in typically developing children. Journal of Experimental Child Psychology. https://doi.org/10.1016/j.jecp.2012.08.008
Mental rotation strategies reflected in event-related (de)synchronization of alpha and mu power
Ter Horst, Arjan, Van Lier, Rob and Steenbergen, Bert. (2013). Mental rotation strategies reflected in event-related (de)synchronization of alpha and mu power. Psychophysiology. https://doi.org/10.1111/psyp.12076
Effects of Hand Orientation on Motor imagery : Event Related Potentials Suggest Kinesthetic Motor imagery to Solve the Hand Laterality Judgment Task
Jongsma, Marijtje, Meulenbroek, Ruud, Okely, Judith, Baas, C, van der Lubbe, Rob and Steenbergen, Bert. (2013). Effects of Hand Orientation on Motor imagery : Event Related Potentials Suggest Kinesthetic Motor imagery to Solve the Hand Laterality Judgment Task. PLoS ONE. https://doi.org/10.1371/journal.pone.0076515
The learning-oddball paradigm : Data of 24 separate individuals illustrate its potential usefulness as a new clinical tool
Jongsma, Mariltje, van Rijn, Clementina, Gerrits, Niels, Eichele, Tom, Steenbergen, Bert, Maes, Joseph and Quian, Rodrigo. (2013). The learning-oddball paradigm : Data of 24 separate individuals illustrate its potential usefulness as a new clinical tool. Clinical Neurophysiology. https://doi.org/10.1016/j.clinph.2012.09.009
Norm scores of the box and block test for children ages 3-10 years
Jongbloed-Pereboom, Marjolein, Nijhuis-van der Sanden, Maria and Steenbergen, Bert. (2013). Norm scores of the box and block test for children ages 3-10 years. American Journal of Occupational Therapy.
Impaired motor planning and motor imagery in children with unilateral spastic cerebral palsy : Challenges for the future of pediatric rehabilitation
Steenbergen, Bert, Jongbloed-Pereboom, Marjolein, Spruijt, Steffie and Gordon, Andrew. (2013). Impaired motor planning and motor imagery in children with unilateral spastic cerebral palsy : Challenges for the future of pediatric rehabilitation. Developmental Medicine and Child Neurology. https://doi.org/10.1111/dmcn.12306
Heart rate and physical activity patterns in persons with profound intellectual and multiple disabilities
Waninge, Aly, Van Der Putten, Annette, Stewart, Roy, Steenbergen, Bert, Van Wijck, Rudd and Van Der Schans, Cees. (2013). Heart rate and physical activity patterns in persons with profound intellectual and multiple disabilities. Journal of Strength and Conditioning Research. https://doi.org/10.1519/JSC.0b013e31828bf1aa
Assessment of motor imagery in cerebral palsy via mental chronometry : The case of walking
Spruijt, Steffie, Jouen, Francois, Molina, Michele, Kudlinski, Cyril, Guilbert, Jessica and Steenbergen, Bert. (2013). Assessment of motor imagery in cerebral palsy via mental chronometry : The case of walking. Research in Developmental Disabilities. https://doi.org/10.1016/j.ridd.2013.08.044
Pathophysiology of impaired hand function in children with unilateral cerebral palsy
Gordon, Andrew, Bleyenheuft, Yannick and Steenbergen, Bert. (2013). Pathophysiology of impaired hand function in children with unilateral cerebral palsy. Developmental Medicine and Child Neurology. https://doi.org/10.1111/dmcn.12304
Assessment of upper-limb capacity, performance, and developmental disregard in children with cerebral palsy : Validity and reliability of the revised Video-Observation Aarts and Aarts module: Determine Developmental Disregard (VOAA-DDD-R)
Houwink, Annemieke, Geerdink, Yvonne, Steenbergen, Bert, Geurts, Alexander and Aarts, Pauline. (2013). Assessment of upper-limb capacity, performance, and developmental disregard in children with cerebral palsy : Validity and reliability of the revised Video-Observation Aarts and Aarts module: Determine Developmental Disregard (VOAA-DDD-R). Developmental Medicine and Child Neurology. https://doi.org/10.1111/j.1469-8749.2012.04442.x
Upper-limb motor control in patients after stroke : Attentional demands and the potential beneficial effects of arm support
Houwink, Annemieke, Steenbergen, Bert and Geurts, Alexander. (2013). Upper-limb motor control in patients after stroke : Attentional demands and the potential beneficial effects of arm support. Human Movement Science. https://doi.org/10.1016/j.humov.2012.01.007
Anticipatory planning reveals segmentation of cortical motor output during action observation
Janssen, Loes, Steenbergen, Bert and Carson, Richard. (2013). Anticipatory planning reveals segmentation of cortical motor output during action observation. Cerebral Cortex. https://doi.org/10.1093/cercor/bht220
Pragmatic abilities in children with congenital visual impairment: An exploration of non-literal language and advanced theory of mind understanding
Pijnacker, J, Vervloed, M and Steenbergen, Bert. (2012). Pragmatic abilities in children with congenital visual impairment: An exploration of non-literal language and advanced theory of mind understanding. Journal of Autism and Developmental Disorders. 42(11), pp. 2440 - 2449. https://doi.org/10.1007/s10803-012-1500-5
Effectieve leestrainingen voor ouderen met maculadegeneratie
Pijnacker, J., Steenbergen, Bert, Verstraten, P., Vandermeulen, J. and van Damme, W.. (2012). Effectieve leestrainingen voor ouderen met maculadegeneratie. Neuropraxis. 16(3), pp. 1 - 2.
Arithmetic performance of children with cerebral palsy : The influence of cognitive and motor factors
Van Rooijen, Maaike, Verhoeven, Ludo, Smits, Dirk, Ketelaar, Marjolijn, Becher, Jules and Steenbergen, Bert. (2012). Arithmetic performance of children with cerebral palsy : The influence of cognitive and motor factors. Research in Developmental Disabilities. 33(2), pp. 530 - 537. https://doi.org/10.1016/j.ridd.2011.10.020
Different mental rotation strategies reflected in the rotation related negativity
ter Horst, Arjan, Jongsma, Marijtje, Janssen, Lieneke, Van Lier, Rob and Steenbergen, Bert. (2012). Different mental rotation strategies reflected in the rotation related negativity. Psychophysiology. 49(4), pp. 566 - 573. https://doi.org/10.1111/j.1469-8986.2011.01322.x
The effect of chronic deafferentation on mental imagery : A case study
ter Horst, A, Cole, Jonathan, van Lier, R and Steenbergen, Bert. (2012). The effect of chronic deafferentation on mental imagery : A case study. PLoS ONE. 7(8), pp. 1 - 8. https://doi.org/10.1371/journal.pone.0042742
Feasibility and reliability of the modified Berg Balance Scale in persons with severe intellectual and visual disabilities
Waninge, Aly, Van Wijck, Rudd, Steenbergen, Bert and Van Der Schans, Cees. (2011). Feasibility and reliability of the modified Berg Balance Scale in persons with severe intellectual and visual disabilities. Journal of Intellectual Disability Research. 55(3), pp. 292 - 301. https://doi.org/10.1111/j.1365-2788.2010.01358.x
Spatial dependency of action simulation
ter Horst, Arjan, Van Lier, Rob and Steenbergen, Bert. (2011). Spatial dependency of action simulation. Experimental Brain Research. 212(4), pp. 635 - 644. https://doi.org/10.1007/s00221-011-2748-2
Typical and atypical (cerebral palsy) development of unimanual and bimanual grasp planning
Janssen, Loes and Steenbergen, Bert. (2011). Typical and atypical (cerebral palsy) development of unimanual and bimanual grasp planning. Research in Developmental Disabilities. 32(3), pp. 963 - 971. https://doi.org/10.1016/j.ridd.2011.02.002
Behavioral evidence for left-hemisphere specialization of motor planning
Janssen, Loes, Meulenbroek, Rudd and Steenbergen, Bert. (2011). Behavioral evidence for left-hemisphere specialization of motor planning. Experimental Brain Research. 209(1), pp. 65 - 72. https://doi.org/10.1007/s00221-010-2519-5
Action planning in typically and atypically developing children (unilateral cerebral palsy)
Craje, Celine, Aarts, Pauline, Nijhuis-van-der Sanden, Maria and Steenbergen, Bert. (2010). Action planning in typically and atypically developing children (unilateral cerebral palsy). Research in Developmental Disabilities. 31(5), pp. 1039 - 1046. https://doi.org/10.1016/j.ridd.2010.04.007
Determining specificity of motor imagery training for upper limb improvement in chronic stroke patients : A training protocol and pilot results
Craje, Celine, Van Der Graaf, Chantal, Lem, Frits, Geurts, Alexander and Steenbergen, Bert. (2010). Determining specificity of motor imagery training for upper limb improvement in chronic stroke patients : A training protocol and pilot results. International Journal of Rehabilitation Research. 33(4), pp. 359 - 362. https://doi.org/10.1097/MRR.0b013e32833abe8e
Neural evidence for impaired action selection in right hemiparetic cerebral palsy
van Elk, Michiel, Craje, Celine, Beeren, Manuela, Steenbergen, Bert, van Schie, Hein and Bekkering, Harold. (2010). Neural evidence for impaired action selection in right hemiparetic cerebral palsy. Brain Research. 1349(19), pp. 56 - 67. https://doi.org/10.1016/j.brainres.2010.06.055
Motor planning in bimanual object manipulation : Two plans for two hands?
Janssen, Loes, Craje, Celine, Weigelt, Matthias and Steenbergen, Bert. (2010). Motor planning in bimanual object manipulation : Two plans for two hands? Motor Control. 14(2), pp. 240 - 254. https://doi.org/10.1123/mcj.14.2.240
implicit and explicit learning : Applications from basic research to sports for individuals with impaired movement dynamics
Steenbergen, Bert, Van Der Kamp, John, Verneau, Marion, Jongbloed-Pereboom, Marjolein and Masters, Rich. (2010). implicit and explicit learning : Applications from basic research to sports for individuals with impaired movement dynamics. Disability and Rehabilitation. 32(18), pp. 1509 - 1516. https://doi.org/10.3109/09638288.2010.497035
Compromised motor planning and Motor imagery in right Hemiparetic Cerebral Palsy
Craje, Celine, van Elk, Michael, Beeren, Manuela, van Schie, Hein, Bekkering, Harold and Steenbergen, Bert. (2010). Compromised motor planning and Motor imagery in right Hemiparetic Cerebral Palsy. Research in Developmental Disabilities. 31(6), pp. 1313 - 1322. https://doi.org/10.1016/j.ridd.2010.07.010
Neural evidence for compromised motor imagery in right hemiparetic cerebral palsy
van Elk, Michael, Craje, Celine, Beeren, Manuela, Steenbergen, Bert, van Schie, Hein and Bekkering, Harold. (2010). Neural evidence for compromised motor imagery in right hemiparetic cerebral palsy. Frontiers in Neurology. 1, pp. 1 - 6. https://doi.org/10.3389/fneur.2010.00150
Mental rotation task of hands : Differential influence number of rotational axes
ter Horst, Arjan, Van Lier, Rob and Steenbergen, Bert. (2010). Mental rotation task of hands : Differential influence number of rotational axes. Experimental Brain Research. 203(2), pp. 347 - 354. https://doi.org/10.1007/s00221-010-2235-1
Combined effects of planning and execution constraints on bimanual task performance
Janssen, Loes K., Beuting, Marieke, Meulenbroek, Rudd B. and Steenbergen, Bert. (2009). Combined effects of planning and execution constraints on bimanual task performance. Experimental Brain Research. 192(1), pp. 61 - 73. https://doi.org/10.1007/s00221-008-1554-y
Motor imagery training in hemiplegic cerebral palsy: A potentially useful therapeutic tool for rehabilitation
Steenbergen, Bert, Craje, Celine, Nilsen, Dawn M. and Gordon, Andrew M.. (2009). Motor imagery training in hemiplegic cerebral palsy: A potentially useful therapeutic tool for rehabilitation. Developmental Medicine and Child Neurology. 51(9), pp. 690 - 696. https://doi.org/10.1111/j.1469-8749.2009.03371.x
Visual information for action planning in left and right congenital hemiparesis
Craje, Celine, van der Kamp, John and Steenbergen, Bert. (2009). Visual information for action planning in left and right congenital hemiparesis. Brain Research. 1261(19), pp. 54 - 64. https://doi.org/10.1016/j.brainres.2008.12.074
The effect of the "rod-and-frame" illusion on grip planning in a sequential object manipulation task
Craje, Celine, Van Der Kamp, John and Steenbergen, Bert. (2008). The effect of the "rod-and-frame" illusion on grip planning in a sequential object manipulation task. Experimental Brain Research. 185(1), pp. 53 - 62. https://doi.org/10.1007/s00221-007-1130-x
Fingertip force control during bimanual object lifting in hemiplegic cerebral palsy
Steenbergen, Bert, Charles, Jeanne and Gordon, Andrew M.. (2008). Fingertip force control during bimanual object lifting in hemiplegic cerebral palsy. Experimental Brain Research. 186(2), pp. 191 - 201. https://doi.org/10.1007/s00221-007-1223-6
Eye-hand coordination during manual object transport with the affected and less affected hand in adolescents with hemiparetic cerebral palsy
Verrel, Julius, Bekkering, Harold and Steenbergen, Bert. (2008). Eye-hand coordination during manual object transport with the affected and less affected hand in adolescents with hemiparetic cerebral palsy. Experimental Brain Research. 187(1), pp. 107 - 116. https://doi.org/10.1007/s00221-008-1287-y
Attentional processes of high-skilled soccer players with congenital hemiparesis: Differences related to the side of the hemispheric lesion
Steenbergen, Bert and van der Kamp, John. (2008). Attentional processes of high-skilled soccer players with congenital hemiparesis: Differences related to the side of the hemispheric lesion. Motor Control. 12(1), pp. 55 - 66. https://doi.org/10.1123/mcj.12.1.55
Bimanual coordination in children with hemiplegic cerebral palsy
Gordon, Andrew M. and Steenbergen, Bert. (2008). Bimanual coordination in children with hemiplegic cerebral palsy. In In A.C. Eliasson and P.A. Burtner (Ed.). Improving hand function in children with cerebral palsy: Theory, evidence and intervention pp. 160 - 175 Mac Keith Press.