The Role of Working Memory on Dual-Task Cost During Walking Performance in Childhood

Emanuela Rabaglietti, Aurelia De Lorenzo, Paolo Riccardo Brustio, Emanuela Rabaglietti, Aurelia De Lorenzo, Paolo Riccardo Brustio

Abstract

This study examined the effect of a secondary motor task on walking ability, whether performance differed according to age and the possible relationship between cognitive abilities, specifically working memory, and dual-task costs in children with typical development. Fifty-three female children (mean age M = 10 ± 2 years), were divided into two different age groups: a young (7-9 years; n = 17) and an older group (10-13 years; n = 36). First, participants performed a Walking Test (WT) without additional tasks; afterward, they performed the same walking test while performing each of the following tasks: carrying (1) a glass of water, (2) a ball on a round tray and (3) the combination of both tasks (1) and (2). The Test of Memory and Learning were used to assess working memory. WTs under a dual-task condition generally produced worse results compared to a single-task condition [F(3,135) = 32.480, p < 0.001]. No age-related difference was observed [F(1,45) = 0.497, p = 0.485]. Age, digit forward and backward, facial memory, and paired recall accounted altogether for 28.6% of variance in dual-task ability during WT while carrying a glass of water and a ball on a round tray. Specifically, facial memory significantly accounted for the variance of DTC in WTWT (β = -0.381, p = 0.016). Moreover, a trend toward a statistical significance was observed for digit forward (β = -0.275, p = 0.085). Results underlined that regardless of the age, a dual-task performance might affect walking performance depending on the required secondary task. Moreover, our results showed the association between working memory skills and dual-task cost in walking ability.

Keywords: cognitive abilities; dual-task activity; motor development; school age; walking.

Figures

Figure 1
Figure 1
Mean and standard deviation of Walking Test (WT), Walking Test while carrying a glass of water (WTW), Walking Test while carrying a ball on a round tray; Walking Test while carrying a glass of water and a ball on a round tray (WTWT) considering the whole sample (A) and the young (7–9 years) and older children group (10–13 years) (B). ***p < 0.001.

References

    1. Abbruzzese L. D., Rao A. K., Bellows R., Figueroa K., Levy J., Lim E., et al. . (2014). Effects of manual task complexity on gait parameters in school-aged children and adults. Gait Posture 40, 658–663. 10.1016/j.gaitpost.2014.07.017, PMID:
    1. Anderson V., Jacobs R., Anderson P. J. (2010). Executive functions and the frontal lobes: A lifespan perspective. New York: Psychology Press Taylor & Francis Group.
    1. Baddeley A. D. (1996). Exploring the central executive. Q. J. Exp. Psychol. 49, 5–28. 10.1080/713755608
    1. Baddeley A. D. (2000). The episodic buffer: a new component of working memory? Trends Cogn. Sci. 4, 417–423. 10.1016/S1364-6613(00)01538-2, PMID:
    1. Baddeley A. (2012). Working memory: theories, models, and controversies. Annu. Rev. Psychol. 63, 1–29. 10.1146/annurev-psych-120710-100422, PMID:
    1. Baddeley A. D., Hitch G. (1974). “Working memory” in The psychology of learning and motivation: Advances in research and theory. Vol. 8, ed. Bower G. H. (New York: Academic Press; ), 47–89.
    1. Baddeley A. D., Lieberman K. (1980). “Spatial working memory” in Attention and performance, VIII. ed. Nickerson R. (Hillsdale, NJ: Lawrence Erlbaum Associates; ), 521–540.
    1. Bathelt J., Gathercole S. E., Johnson A., Astle D. E. (2017). Differences in brain morphology and working memory capacity across childhood. Dev. Sci. 21:e12579. 10.1111/desc.12579
    1. Belmonti V., Cioni G., Berthoz A. (2013). Development of anticipatory orienting strategies and trajectory formation in goal-oriented locomotion. Exp. Brain Res. 227, 131–147. 10.1007/s00221-013-3495-3, PMID:
    1. Beurskens R., Bock O. (2012). Age-related deficits of dual-task walking: a review. Neural Plast. 2012:131608. 10.1155/2012/131608, PMID:
    1. Boonyong S., Siu K. C., van Donkelaar P., Chou L. S., Woollacott M. H. (2012). Development of postural control during gait in typically developing children: the effects of dual-task conditions. Gait Posture 35, 428–434. 10.1016/j.gaitpost.2011.11.002, PMID:
    1. Brustio P. R., Liubicich M. E., Chiabrero M., Rabaglietti E. (2018a). Dancing in the golden age: a study on physical function, quality of life, and social engagement. Geriatr. Nurs. 39, 635–639. 10.1016/j.gerinurse.2018.04.013
    1. Brustio P. R., Magistro D., Rabaglietti E., Liubicich M. E. (2017a). Age-related differences in dual task performance: a cross-sectional study on women. Geriatr Gerontol Int 17, 315–321. 10.1111/ggi.12700
    1. Brustio P. R., Magistro D., Zecca M., Liubicich M. E., Rabaglietti E. (2018b). Fear of falling and activities of daily living function: mediation effect of dual-task ability. Aging Ment. Health, 22, 856–861. 10.1080/13607863.2017.1318257
    1. Brustio P. R., Magistro D., Zecca M., Rabaglietti E., Liubicich M. E. (2017b). Age-related decrements in dual-task performance: comparison of different mobility and cognitive tasks. A cross sectional study. PLoS One 12:e0181698. 10.1371/journal.pone.0181698
    1. Brustio P. R., Rabaglietti E., Formica S., Liubicich M. E. (2018c). Dual-task training in older adults: the effect of additional motor tasks on mobility performance. Arch. Gerontol. Geriatr. 75, 119–124. 10.1016/j.archger.2017.12.003
    1. Chauvel G., Palluel E., Brandao A., Barbieri G., Nougier V., Olivier I. (2017). Attentional load of walking in children aged 7–12 and in adults. Gait Posture 56, 95–99. 10.1016/j.gaitpost.2017.04.034, PMID:
    1. Cherng R.-J., Liang L.-Y., Hwang S., Chen J.-Y. (2007). The effect of a concurrent task on the walking performance of preschool children. Gait Posture 26, 231–237. 10.1016/j.gaitpost.2006.09.004, PMID:
    1. Conway A. R., Kane M. J., Bunting M. F., Hambrick D. Z., Wilhelm O., Engle R. W. (2005). Working memory span tasks: a methodological review and user’s guide. Psychon. Bull. Rev. 12, 769–786. 10.3758/BF03196772, PMID:
    1. Cowan N. (2017). The many faces of working memory and short-term storage. Psychon. Bull. Rev. 24, 1158–1170. 10.3758/s13423-016-1191-6, PMID:
    1. Daneman M., Carpenter P. A. (1980). Individual differences in working memory and reading. J. Mem. Lang. 19, 450–466. 10.1093/acprof:oso/9780198528012.003.0010
    1. Doherty J. M., Belletier C., Rhodes S., Jaroslawska A., Barrouillet P., Camos V., et al. . (2018). Dual-task costs in working memory: an adversarial collaboration. J. Exp. Psychol. Learn. Mem. Cogn. 10.1037/xlm0000668, PMID:
    1. Emerson M. J., Miyake A. (2003). The role of inner speech in task switching: a dual-task investigation. J. Mem. Lang. 48, 148–168. 10.1016/S0749-596X(02)00511-9
    1. Gathercole S. E. (1998). The development of memory. J. Child Psychol. Psychiatry 39, 3–27.
    1. Gathercole S. E., Pickering S. J., Ambridge B., Wearing H. (2004). The structure of working memory from 4 to 15 years of age. Dev. Psychol. 40, 177–190. 10.1037/0012-1649.40.2.177, PMID:
    1. Granacher U., Muehlbauer T., Gollhofer A., Kressig R. W., Zahner L. (2011). An intergenerational approach in the promotion of balance and strength for fall prevention – a mini-review. Gerontology 57, 304–315. 10.1159/000320250, PMID:
    1. Hagmann-von Arx P., Manicolo O., Lemola S., Grob A. (2016). Walking in school-aged children in a dual-task paradigm is related to age but not to cognition, motor behavior, injuries, or psychosocial functioning. Front. Psychol. 7:352. 10.3389/fpsyg.2016.00352, PMID:
    1. Hamilton C., Coates R., Heffernan T. (2003). What develops in visuo-spatial working memory development? Eur. J. Cogn. Psychol. 15, 43–69. 10.1080/09541440303597
    1. Huang H. J., Mercer V. S., Thorpe D. E. (2003). Effects of different concurrent cognitive tasks on temporal-distance gait variables in children. Pediatr. Phys. Ther. 15, 105–113. 10.1097/01.PEP.0000067886.96352.6B, PMID:
    1. Hung Y. C., Meredith G. S., Gill S. V. (2013). Influence of dual task constraints during walking for children. Gait Posture 38, 450–454. 10.1016/j.gaitpost.2013.01.009, PMID:
    1. Jaroslawska A. J., Gathercole S. E., Holmes J. (2018). Following instructions in a dual-task paradigm: evidence for a temporary motor store in working memory. Q. J. Exp. Psychol. 71: 2439–2449. 10.1177/1747021817743492, PMID:
    1. Kahneman D. (1973). Attention and effort. Englewood Cliffs, NJ: Prentice Hall.
    1. Kraan C. M., Tan A. H. J., Cornish K. M. (2017). The developmental dynamics of gait maturation with a focus on spatiotemporal measures. Gait Posture 51, 208–217. 10.1016/j.gaitpost.2016.10.021, PMID:
    1. Leisman G., Moustafa A. A., Shafir T. (2016). Thinking, walking, talking: integratory motor and cognitive brain function. Front. Public Health 4:94. 10.3389/fpubh.2016.00094, PMID:
    1. Luria A. R. (1961). The role of speech in the regulation of normal and abnormal behavior. Oxford, England: Liveright.
    1. Mammarella I. C., Pazzaglia F., Cornoldi C. (2008). Evidence for different components in children’s visuospatial working memory. Br. J. Dev. Psychol. 26, 337–355. 10.1348/026151007X236061
    1. Manicolo O., Grob A., Lemola S., Hagmann-von Arx P. (2016). Age-related decline of gait variability in children with attention-deficit/hyperactivity disorder: support for the maturational delay hypothesis in gait. Gait Posture 44, 245–249. 10.1016/j.gaitpost.2015.12.012, PMID:
    1. Navon D., Gopher D. (1979). On the economy of the human-processing system. Psychol. Rev. 86, 214–255. 10.1037/0033-295X.86.3.214
    1. Nijboer M., Borst J., van Rijn H., Taatgen N. (2016). Contrasting single and multi-component working-memory systems in dual tasking. Cogn. Psychol. 86, 1–26. 10.1016/j.cogpsych.2016.01.003, PMID:
    1. Patel P., Lamar M., Bhatt T. (2014). Effect of type of cognitive task and walking speed on cognitive-motor interference during dual-task walking. Neuroscience 260, 140–148. 10.1016/j.neuroscience.2013.12.016, PMID:
    1. Reynolds C. R., Bigler E. D. (1994). Test of memory and learning (TOMAL). Austin, TX: Pro-Ed.
    1. Reynolds C. R., Bigler E. D., Ianes D. (1995). Test TEMA. Test di memoria e apprendimento. Trento: Erickson.
    1. Ruffieux J., Keller M., Lauber B., Taube W. (2015). Changes in standing and walking performance under dual-task conditions across the lifespan. Sports Med. 45, 1739–1758. 10.1007/s40279-015-0369-9, PMID:
    1. Saxena S., Cinar E., Majnemer A., Gagnon I. (2017). Does dual tasking ability change with age across childhood and adolescence? A systematic scoping review. Int. J. Dev. Neurosci. 58, 35–49. 10.1016/j.ijdevneu.2017.01.012, PMID:
    1. Schaefer S., Jagenow D., Verrel J., Lindenberger U. (2015). The influence of cognitive load and walking speed on gait regularity in children and young adults. Gait Posture 41, 258–262. 10.1016/j.gaitpost.2014.10.013, PMID:
    1. Schott N., Klotzbier T. J. (2018). Profiles of cognitive-motor interference during walking in children: does the motor or the cognitive task matter? Front. Psychol. 9:947. 10.3389/fpsyg.2018.00947, PMID:
    1. Shumway-Cook A., Woollacott M. (2012). Motor control: Translating research into clinical practice. 4th Edn. Baltimore, MD: Wolters Kluwer Health/Lippincott Williams & Wilkins.
    1. Sutherland D. (1997). The development of mature gait. Gait Posture 6, 163–170. 10.1016/S0966-6362(97)00029-5
    1. Swanson H. L. (1999). What develops in working memory? A life span perspective. Dev. Psychol. 35, 986–1000. 10.1037/0012-1649.35.4.986, PMID:
    1. Thomason M. E., Race E., Burrows B., Whitfield-Gabrieli S., Glover G. H., Gabrieli J. D. (2009). Development of spatial and verbal working memory capacity in the human brain. J. Cogn. Neurosci. 21, 316–332. 10.1162/jocn.2008.21028, PMID:
    1. Vygotsky L. S. (1934). Thought and language. Cambridge, MA: MIT Press.
    1. Wickens C. D. (1991). “Processing resources and attention” in Multiple-task performance. ed. Damos D. (London: Taylor & Francis; ), 3–34.
    1. Willis C. S., Gathercole S. E. (2001). Phonological short-term memory contributions to sentence processing in young children. Memory 9, 349–363. 10.1080/09658210143000155
    1. Yogev-Seligmann G., Hausdorff J. M., Giladi N. (2008). The role of executive function and attention in gait. Mov. Disord. 23, 329–342. 10.1002/mds.21720, PMID:

Source: PubMed

3
Abonneren