TRACK-a new algorithm and open-source tool for the analysis of pursuit-tracking sensorimotor integration processes.

Journal article

Böttcher, A., Adelhöfer, N., Wilken, S., Raab, M., Hoffmann, S. and Beste, C. (2023). TRACK-a new algorithm and open-source tool for the analysis of pursuit-tracking sensorimotor integration processes. Behavior research methods. https://doi.org/10.3758/s13428-023-02065-w
AuthorsBöttcher, A., Adelhöfer, N., Wilken, S., Raab, M., Hoffmann, S. and Beste, C.
AbstractIn daily life, sensorimotor integration processes are fundamental for many cognitive operations. The pursuit-tracking paradigm is an ecological and valid paradigm to examine sensorimotor integration processes in a more complex environment than many established tasks that assess simple motor responses. However, the analysis of pursuit-tracking performance is complicated, and parameters quantified to examine performance are sometimes ambiguous regarding their interpretation. We introduce an open-source algorithm (TRACK) to calculate a new tracking error metric, the spatial error, based on the identification of the intended target position for the respective cursor position. The identification is based on assigning cursor and target direction changes to each other as key events, based on the assumptions of similarity and proximity. By applying our algorithm to pursuit-tracking data, beyond replication of known effects such as learning or practice effects, we show a higher precision of the spatial tracking error, i.e., it fits our behavioral data better than the temporal tracking error and thus provides new insights and parameters for the investigation of pursuit-tracking behavior. Our work provides an important step towards fully utilizing the potential of pursuit-tracking tasks for research on sensorimotor integration processes. [Abstract copyright: © 2023. The Author(s).]
KeywordsTracking task; Algorithm; Sensorimotor integration
Year2023
JournalBehavior research methods
PublisherSpringer
ISSN1554-3528
Digital Object Identifier (DOI)https://doi.org/10.3758/s13428-023-02065-w
Publication dates
Online25 Jan 2023
Publication process dates
Accepted11 Jan 2023
Deposited08 Feb 2023
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Open
Page range10.3758/s13428-023-02065-w
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Implicit and explicit knowledge both improve dual task performance in a continuous pursuit tracking task
Ewolds, H, Broeker, L, de Oliveira, RF, Raab, M and Künzell, S (2017). Implicit and explicit knowledge both improve dual task performance in a continuous pursuit tracking task. Frontiers in Psychology. 8, pp. 1-11. https://doi.org/10.3389/fpsyg.2017.02241
From confidence crises and action norms to self-reflection and individual actions
Raab, M, Hoffmann, S, Laborde, S and Lobinger, B (2017). From confidence crises and action norms to self-reflection and individual actions. Zeitschrift fur Sportpsychologie. 24 (3), pp. 111-119. https://doi.org/10.1026/1612-5010/a000199
Individual differences in athletes' perception of expressive body movements
Sevdalis, V and Raab, M (2016). Individual differences in athletes' perception of expressive body movements. Psychology of Sport and Exercise. 24, pp. 111 - 117. https://doi.org/10.1016/j.psychsport.2016.02.001
A Lifespan Perspective on Embodied Cognition
Raab, M, Loeffler, J and Cañal-Bruland, R (2016). A Lifespan Perspective on Embodied Cognition. Frontiers in Psychology. 1 (June), pp. 1 - 6. https://doi.org/10.3389/fpsyg.2016.00845
How Effective Is a Video Review System in Soccer?
Pizzera, A, Marrable, J and Raab, M (2016). How Effective Is a Video Review System in Soccer? 6th International Teaching Games for Understanding Conference (TGfU). Cologne, Germany 25 - 27 Jul 2016 Taylor & Francis. https://doi.org/10.1080/02701367.2016.1213610
Attentional distraction by negative sports words in athletes under low- and high-pressure conditions: Evidence from the sport emotional stroop task
Lautenbach, F, Putman, P, Angelidis, A, Laborde, S and Raab, M (2016). Attentional distraction by negative sports words in athletes under low- and high-pressure conditions: Evidence from the sport emotional stroop task. Sport, Exercise, and Performance Psychology. 5 (4), pp. 296 - 307. https://doi.org/10.1037/spy0000073
Auditory reafferences: The influence of real-time feedback on movement control
Kennel, C, Streese, L, Pizzera, A, Justen, C, Hohmann, T and Raab, M (2015). Auditory reafferences: The influence of real-time feedback on movement control. Frontiers in Psychology. 6 (JAN), pp. 69-. https://doi.org/10.3389/fpsyg.2015.00069
How should "hot" players in basketball be defended? The use of fast-and-frugal heuristics by basketball coaches and players in response to streakiness.
Csapo, P, Avugos, S, Raab, M and Bar-Eli, M (2015). How should "hot" players in basketball be defended? The use of fast-and-frugal heuristics by basketball coaches and players in response to streakiness. Journal of Sports Sciences. 33 (15), pp. 1580-1588. https://doi.org/10.1080/02640414.2014.999251
The power of simplicity: a fast-and-frugal heuristics approach to performance science.
Raab, M and Gigerenzer, G (2015). The power of simplicity: a fast-and-frugal heuristics approach to performance science. Frontiers in Psychology. 6, pp. 1672-1678. https://doi.org/10.3389/fpsyg.2015.01672
"Hand down, man down." Analysis of defensive adjustments in response to the hot hand in basketball using novel defense metrics
Csapo, P and Raab, M (2014). "Hand down, man down." Analysis of defensive adjustments in response to the hot hand in basketball using novel defense metrics. PLoS ONE. 9 (12), pp. e114184-e114184. https://doi.org/10.1371/journal.pone.0114184
An adaptive toolbox approach to the route to expertise in sport.
de Oliveira, RF, Lobinger, B and Raab, M (2014). An adaptive toolbox approach to the route to expertise in sport. Frontiers in Psychology. 5, p. 709. https://doi.org/10.3389/fpsyg.2014.00709
Reinvestment - The cause of the yips?
Klämpfl, MK, Lobinger, BH and Raab, M (2013). Reinvestment - The cause of the yips? PLoS ONE. 8 (12), pp. e82470-e82470. https://doi.org/10.1371/journal.pone.0082470