Experimental Validation and Reliability Study of the N-Back Working Memory Task

Authors

  • Ather Mujitaba Lecturer, Department of Psychology, GIFT University, Gujranwala, Punjab, Pakistan.
  • Hamza Majeed Department of Psychology, GIFT University, Gujranwala, Punjab, Pakistan.
  • Ayesha Asif Department of Psychology, GIFT University, Gujranwala, Punjab, Pakistan.
  • Kanza Shamas Department of Psychology, GIFT University, Gujranwala, Punjab, Pakistan.
  • Sawera Mehmood Department of Psychology, GIFT University, Gujranwala, Punjab, Pakistan.

DOI:

https://doi.org/10.55737/qjss.vi-i.25272

Keywords:

N-Back, Alphabet and Shapes Task, Working Memory, Young Adults

Abstract

The n-back is a well-known working memory task that has not been experimentally validated among the Pakistani population. Therefore, in light of this gap, this study aimed to experimentally validate and assess the reliability of working memory tasks (alphabet and shapes tasks) in young adults. We employed repeated-measures true experimental design for evaluating the study's main objective, which included 40 participants between the age ranges of 18-25 years, recruited through a purposive sampling technique. The selected participants were randomly allocated into two groups using the fishbowl method to avoid selection bias. Both groups performed alphabet and shape n-back tasks designed on PsychoPy software package 24.4. The study's finding revealed no meaningful difference between both groups' performance in the alphabet and shapes tasks, as both groups' correct and incorrect scores did not vary statistically. In contrast, within-group performance suggested that both groups' performance was distinctively better on the alphabet task than on the shapes task. Thus, we have concluded that the newly developed n-back task is a valid and reliable task for the assessment of working memory.

Author Biography

References

Agbangla, N., Audiffren, M., Pylouster, J., & Albinet, C. (2022). Load-dependent prefrontal cortex activation was assessed by continuous-wave near-infrared spectroscopy during two executive tasks with three cognitive loads in young adults. Brain Sciences, 12(11), 1462. https://doi.org/10.3390/brainsci12111462

Almodóvar-Payá, C., Guardiola-Ripoll, M., Giralt-López, M., Gallego, C., Salgado‐Pineda, P., Miret, S., … & Fatjó‐Vilas, M. (2022). Nrn1 gene as a potential marker of early-onset schizophrenia: evidence from genetic and neuroimaging approaches. International Journal of Molecular Sciences, 23(13), 7456. https://doi.org/10.3390/ijms23137456

Baddeley, A. D. (1986). Working Memory. Oxford University Press

Baddeley, A. D., Hitch, G. J., & Bower, G. A. (1974). Recent advances in learning and motivation. Working Memory, 8, 647-667. https://doi.org/10.1016/s0079-7421(08)60452-1

Blacker, K. J., Negoita, S., Ewen, J. B., and Courtney, S. M. (2017). N-back versus complex span working memory training. J. Cogn. Enhanc. 1, 434–454. https://doi.org/10.1007/s41465-017-0044-1

Brouwer, A.-M., Hogervorst, M. A., van Erp, J. B. F., Heffelaar, T., Zimmerman, P. H., & Oostenveld, R. (2012). Estimating workload using EEG spectral power and ERPs in the n-back task. Journal of Neural Engineering, 9(4), 045008. https://doi.org/10.1088/1741-2560/9/4/045008

Carretti, B., Borella, E., & Cornoldi, C. (2009). The role of verbal working memory in the comprehension of text: A study with young adults and elderly individuals. Memory & Cognition, 37(1), 80–86. https://doi.org/10.1016/j.lindif.2008.10.002

Carter, C. S., Perlstein, W., Ganguli, R., Brar, J., Mintun, M., & Cohen, J. D. (1998). Functional hypofrontality and working memory dysfunction in schizophrenia. The American Journal of Psychiatry, 155(9), 1285–1287. https://doi.org/10.1176/ajp.155.9.1285

Chen, Y.-N., Mitra, S., & Schlaghecken, F. (2008). Sub-processes of working memory in the N-back task: an investigation using ERPs. Clinical Neurophysiology: Official Journal of the International Federation of Clinical Neurophysiology, 119(7), 1546–1559. https://doi.org/10.1016/j.clinph.2008.03.003

Diamond, A. (2013). Executive functions. Annu. Rev. Psychol. 64, 135–168. https://doi.org/10.1146/annurev-psych-113011-143750

Dong, S., Reder, L. M., Yao, Y., Liu, Y., & Chen, F. (2015). Individual differences in working memory capacity are reflected in different ERP and EEG patterns for task difficulty. Brain Research, 1616, 146–156. https://doi.org/10.1016/j.brainres.2015.05.003

Fahey, S., Charette, L., Francis, C., & Zheng, Z. (2018). Multisensory integration of signals for bodily self-awareness requires minimal cognitive effort. Canadian Journal of Experimental Psychology/Revue Canadienne De Psychologie Expérimentale, 72(4), 244-252. https://doi.org/10.1037/cep0000152

Gathercole, S. E., & Baddeley, A. D. (1993). Working memory test battery for children. Psychological Corporation.

Gathercole, S. E., Logie, R. H., Alloway, T. P., & Willis, C. (2004). Working memory in children: A working memory test battery for children (WMTB-C). The British Journal of Educational Psychology, 74(2), 245-266.

Gevins, A. S., Bressler, S. L., Cutillo, B. A., Illes, J., Miller, J. C., Stern, J., & Jex, H. R. (1990). Effects of prolonged mental work on functional brain topography. Electroencephalography and Clinical Neurophysiology, 76(4), 339–350. https://doi.org/10.1016/0013-4694(90)90035-i

Jaeggi, S. M., Buschkuehl, M., Jonides, J., & Perrig, W. J. (2008). Improving fluid intelligence with training on working memory. Proceedings of the National Academy of Sciences of the United States of America, 105(19), 6829–6833. https://doi.org/10.1073/pnas.0801268105

Jaeggi, S. M., Buschkuehl, M., Shah, P., & Jonides, J. (2014). The role of individual differences in cognitive training and transfer. Memory & Cognition, 42(3), 464–480. https://doi.org/10.3758/s13421-013-0364-z

Kane, M. J., Conway, A. R. A., Miura, T. K., & Colflesh, G. J. H. (2007). Working memory, attention control, and the N-back task: a question of construct validity. Journal of Experimental Psychology. Learning, Memory, and Cognition, 33(3), 615–622. https://doi.org/10.1037/0278-7393.33.3.615

Ke, Y., Wang, N., Du, J., Kong, L., Liu, S., Xu, M., ... & Ming, D. (2019). The Effects of Transcranial Direct Current Stimulation (tDCS) on Working Memory Training in Healthy Young Adults. Frontiers in Human Neuroscience, 13, 19. https://doi.org/10.3389/fnhum.2019.00019

Kirchner, W. K. (1958). Age differences in short-term retention of rapidly changing information. Journal of Experimental Psychology, 55(4), 352–358. https://doi.org/10.1037/h0043688

Loschky, L., Ringer, R., Johnson, A., Larson, A., Neider, M., & Kramer, A. (2014). Blur detection is unaffected by cognitive load. Visual Cognition, 22(3-4), 522-547. https://doi.org/10.1080/13506285.2014.884203

Mackworth, J. F. (1959). Paced memorizing in a continuous task. Journal of Experimental Psychology, 58(3), 206–211. https://doi.org/10.1037/h0049090

Miller, K. M., Price, C. C., Okun, M. S., Montijo, H., & Bowers, D. (2009). Is the n-back task a valid neuropsychological measure for assessing working memory? Archives of Clinical Neuropsychology: The Official Journal of the National Academy of Neuropsychologists, 24(7), 711–717. https://doi.org/10.1093/arclin/acp063

Miyake, A., Friedman, N. P., Rettinger, D. A., Raymundo, L., & Duran, R. (2000). How are working memory, executive functioning, and fluid intelligence related? Frontiers in Psychology, 6, 1–15.

Oberauer, K. (2005). Binding and inhibition in working memory: individual and age differences in short-term recognition. Journal of Experimental Psychology. General, 134(3), 368–387. https://doi.org/10.1037/0096-3445.134.3.368

Owen, A. M., McMillan, K. M., Laird, A. R., & Bullmore, E. (2005). N-back working memory paradigm: a meta-analysis of normative functional neuroimaging studies. Human Brain Mapping, 25(1), 46–59. https://doi.org/10.1002/hbm.20131

Owen, A. M., McMillan, K. M., Laird, A. R., and Bullmore, E. (2005). N-back working memory paradigm: a meta-analysis of normative functional neuroimaging. Human Brain Mapping, 25, 46–59. https://doi.org/10.1002/hbm.20131

Parker, T., Huang, Y., Raghu, A., FitzGerald, J., Green, A., & Aziz, T. (2020). Dorsal root ganglion stimulation modulates cortical gamma activity in the cognitive dimension of chronic pain. Brain Sciences, 10(2), 95. https://doi.org/10.3390/brainsci10020095

Pergher, V., Wittevrongel, B., Tournoy, J., Schoenmakers, B., & Van Hulle, M. M. (2018). N-back training and transfer effects revealed by behavioural responses and EEG. Brain and Behavior, 8(11), e01136. https://doi.org/10.1002/brb3.1136

Scharinger, C., Soutschek, A., Schubert, T., & Gerjets, P. (2017). Comparison of the working memory load in N-back and working memory span tasks using EEG frequency band power and P300 amplitude. Frontiers in Human Neuroscience, 11, 6. https://doi.org/10.3389/fnhum.2017.00006

Schmidt, H., Jogia, J., Fast, K., Christodoulou, T., Haldane, M., Kumari, V., & Frangou, S. (2009). No gender differences in brain activation during the N-back task: an fMRI study in healthy individuals. Human Brain Mapping, 30(11), 3609–3615. https://doi.org/10.1002/hbm.20783

Snyder, H. R., & Barr, D. J. (2014). The role of working memory in visual enumeration. Cognitive Psychology, 70, 101-126.

Swanson, H. L., & Sachse-Lee, C. (2001). A selective review of interventions to improve working memory in children with learning difficulties. Educational Psychology Review, 13(2), 207-228.

Tang, H., Wu, Q., Li, S., Fang, Y., Yang, Z., Wang, B., … & Liu, P. (2021). Visuospatial but not verbal working memory deficits in adult patients with neurofibromatosis type 1. Frontiers in Psychology, 12. https://doi.org/10.3389/fpsyg.2021.751384

Vogel, E. K., Woodman, G. F., & Luck, S. J. (2001). Storage of features, conjunctions, and objects in visual working memory. Journal of Experimental Psychology: Human Perception and Performance, 27(1), 92–114. https://doi.org/10.1037/0096-1523.27.1.92

Wager, T. D., & Smith, E. E. (2003). Neuroimaging studies of working memory: a meta-analysis. Cognitive, Affective & Behavioral Neuroscience, 3(4), 255–274. https://doi.org/10.3758/cabn.3.4.255

Downloads

Published

2025-01-25

Issue

Section

Articles

How to Cite

Mujitaba, A., Majeed, H., Asif, A., Shamas, K., & Mehmood, S. (2025). Experimental Validation and Reliability Study of the N-Back Working Memory Task. Qlantic Journal of Social Sciences , 6(1), 22-31. https://doi.org/10.55737/qjss.vi-i.25272