Rapid, reliable mobile assessment of affect-related motor processing

被引:1
|
作者
Howlett, Jonathon R. R. [1 ,2 ]
Larkin, Florence [3 ]
Touthang, James [4 ]
Kuplicki, Rayus T. T. [4 ]
Lim, Kelvin O. O. [3 ,5 ]
Paulus, Martin P. P. [4 ]
机构
[1] VA San Diego Healthcare Syst, 3350 Jolla Village Dr, San Diego, CA 92161 USA
[2] Univ Calif San Diego, Dept Psychiat, La Jolla, CA 92093 USA
[3] Minneapolis VA Hlth Care Syst, Minneapolis, MN USA
[4] Laureate Inst Brain Res, Tulsa, OK USA
[5] Univ Minnesota, Dept Psychiat & Behav Sci, Minneapolis, MN USA
关键词
Computational psychiatry; Mobile assessment; Motor control; Anxiety; Affect; Inhibitory control;
D O I
10.3758/s13428-022-02015-y
中图分类号
B841 [心理学研究方法];
学科分类号
040201 ;
摘要
Mobile technologies can be used for behavioral assessments to associate changes in behavior with environmental context and its influence on mental health and disease. Research on real-time motor control with a joystick, analyzed using a computational proportion-derivative (PD) modeling approach, has shown that model parameters can be estimated with high reliability and are related both to self-reported fear and to brain structures important for affective regulation, such as the anterior cingulate cortex. Here we introduce a mobile version of this paradigm, the rapid assessment of motor processing (RAMP) paradigm, and show that it provides robust, reliable, and accessible behavioral measurements relevant to mental health. A smartphone version of a previous joystick sensorimotor task was developed in which participants control a virtual car to a stop sign and stop. A sample of 89 adults performed the task, with 66 completing a second retest session. A PD modeling approach was applied to compute K-p (drive) and K-d (damping) parameters. Both K-p and K-d exhibited high test-retest reli-abilities (ICC .81 and .78, respectively). Replicating a previous finding from a different sample with the joystick version of the task, both K-p and K-d were negatively associated with self-reported fear. The RAMP paradigm, a mobile sensorimotor assessment, can be used to assess drive and damping during motor control, which is robustly associated with subjective affect. This paradigm could be useful for examining dynamic contextual modulation of affect-related processing, which could improve assessment of the effects of interventions for psychiatric disorders in a real-world context.
引用
收藏
页码:4260 / 4268
页数:9
相关论文
共 50 条
  • [1] Rapid, reliable mobile assessment of affect-related motor processing
    Jonathon R. Howlett
    Florence Larkin
    James Touthang
    Rayus T. Kuplicki
    Kelvin O. Lim
    Martin P. Paulus
    [J]. Behavior Research Methods, 2023, 55 : 4260 - 4268
  • [2] Guidelines for assessment of affect-related constructs
    Williams, David M.
    Rhodes, Ryan E.
    [J]. FRONTIERS IN PSYCHOLOGY, 2023, 14
  • [3] Affect-related information processing and psychogenic amnesias
    Markowitsch, HJ
    [J]. MEMORY AND EMOTION, 2002, 12 : 491 - 500
  • [4] Affect-related personality traits and contextual interference processing during perception of facial affect
    Fruehholz, Sascha
    Prinz, Maren
    Herrmann, Manfred
    [J]. NEUROSCIENCE LETTERS, 2010, 469 (02) : 260 - 264
  • [5] Resting anterior EEG asymmetry predicts affect-related information processing
    Sutton, SK
    Davidson, RJ
    Rogers, GM
    [J]. PSYCHOPHYSIOLOGY, 1996, 33 : S81 - S81
  • [6] The evolution of affect-related displays, recognition and related strategies
    Lowe, R
    Cañamero, L
    Nehaniv, CL
    Polani, D
    [J]. ARTIFICIAL LIFE IX, 2004, : 176 - 181
  • [7] A standardized list of affect-related life events
    Cohen, Dale J.
    Barker, Katherine A.
    White, Madeline R.
    [J]. BEHAVIOR RESEARCH METHODS, 2018, 50 (05) : 1806 - 1815
  • [8] A standardized list of affect-related life events
    Dale J. Cohen
    Katherine A. Barker
    Madeline R. White
    [J]. Behavior Research Methods, 2018, 50 : 1806 - 1815
  • [9] AFFECT-RELATED UNIT-ACTIVITY IN FOREBRAIN
    KEENE, JJ
    [J]. FEDERATION PROCEEDINGS, 1978, 37 (09) : 2246 - 2250
  • [10] LITHIUM TREATMENT OF 4 AFFECT-RELATED DISORDERS
    FREINHAR, JP
    ALVAREZ, WA
    [J]. PSYCHOSOMATICS, 1985, 26 (04) : 332 - +