Advertisement
ORIGINAL RESEARCH| Volume 104, ISSUE 3, P390-402, March 2023

Essential Role of Social Context and Self-Efficacy in Daily Paretic Arm/Hand Use After Stroke: An Ecological Momentary Assessment Study With Accelerometry

  • Author Footnotes
    1 Current affiliation for Yi-An Chen is Department of Occupational Therapy, Byrdine F. Lewis College of Nursing and Health Professions, Georgia State University, Atlanta, GA.
    Yi-An Chen
    Correspondence
    Corresponding author Yi-An Chen, Urban Life Building, Suite 1242, 140 Decatur St, Atlanta, GA 30303.
    Footnotes
    1 Current affiliation for Yi-An Chen is Department of Occupational Therapy, Byrdine F. Lewis College of Nursing and Health Professions, Georgia State University, Atlanta, GA.
    Affiliations
    Division of Biokinesiology and Physical Therapy, Herman Ostrow School of Dentistry, University of Southern California, Los Angeles, CA
    Search for articles by this author
  • Rebecca Lewthwaite
    Affiliations
    Division of Biokinesiology and Physical Therapy, Herman Ostrow School of Dentistry, University of Southern California, Los Angeles, CA

    Rancho Los Amigos National Rehabilitation Center, Downey, CA
    Search for articles by this author
  • Nicolas Schweighofer
    Affiliations
    Division of Biokinesiology and Physical Therapy, Herman Ostrow School of Dentistry, University of Southern California, Los Angeles, CA
    Search for articles by this author
  • John R. Monterosso
    Affiliations
    Department of Psychology, Dana and David Dornsife College of Letters, Arts and Sciences, University of Southern California, Los Angeles, CA
    Search for articles by this author
  • Beth E. Fisher
    Affiliations
    Division of Biokinesiology and Physical Therapy, Herman Ostrow School of Dentistry, University of Southern California, Los Angeles, CA

    Department of Neurology, Keck School of Medicine, University of Southern California, Los Angeles, CA
    Search for articles by this author
  • Carolee Winstein
    Affiliations
    Division of Biokinesiology and Physical Therapy, Herman Ostrow School of Dentistry, University of Southern California, Los Angeles, CA

    Department of Neurology, Keck School of Medicine, University of Southern California, Los Angeles, CA
    Search for articles by this author
  • Author Footnotes
    1 Current affiliation for Yi-An Chen is Department of Occupational Therapy, Byrdine F. Lewis College of Nursing and Health Professions, Georgia State University, Atlanta, GA.
Published:September 23, 2022DOI:https://doi.org/10.1016/j.apmr.2022.09.003

      Abstract

      Objective

      To determine the momentary effect of social-cognitive factors, in addition to motor capability, on post-stroke paretic arm/hand use in the natural environment.

      Design

      A 5-day observational study in which participants were sent 6 Ecological Momentary Assessment (EMA) prompts/day.

      Setting

      Participants’ daily environment.

      Participants

      Community-dwelling, chronic stroke survivors with right-dominant, mild-moderate upper extremity paresis (N=30).

      Interventions

      Not applicable.

      Main Outcome Measures

      Time duration of bimanual and unimanual paretic arm/hand use indexed by accelerometry; social-cognitive factors (social context, self-efficacy, mood) captured by EMA; motor capability of the paretic limb measured by Fugl-Meyer Upper Extremity Motor Assessment (FM).

      Results

      After accounting for participants’ motor capability, we found that momentary social context (alone or not) and self-efficacy significantly predicted post-stroke paretic arm/hand use behavior in the natural environment. When participants were not alone, paretic arm/hand movement increased both with and without the less-paretic limb (bimanual and unimanual movements, P=.018 and P<.001, respectively). Importantly, participants were more likely to use their paretic arm/hand (unimanually) if they had greater self-efficacy for limb use (P=.042). EMA repeated-measures provide a real-time approach that captures the natural dynamic ebb and flow of social-cognitive factors and their effect on daily arm/hand use. We also observed that people with greater motor impairments (FM<50.6) increase unimanual paretic arm/hand movements when they are not alone, regardless of motor capability.

      Conclusions

      In addition to motor capability, stroke survivors’ momentary social context and self-efficacy play a role in paretic arm/hand use behavior. Our findings suggest the development of personalized rehabilitative interventions which target these factors to promote daily paretic arm/hand use. This study highlights the benefits of EMA to provide real-time information to unravel the complexities of the biopsychosocial (ie, motor capability and social-cognitive factors) interface in post-stroke upper extremity recovery.

      Keywords

      List of abbreviations:

      CAHM (Confidence in Arm and Hand Movements Scale), EMA (Ecological Momentary Assessment), FM (Fugl-Meyer Upper Extremity Motor Assessment), HLM (hierarchical linear regression model), PANAS (positive and negative affect schedule), TimeB (bimanual arms/hands movement measured by the accelerometry), TimeR (unimanual paretic right arm/hand movement measured by the accelerometry)
      To read this article in full you will need to make a payment

      Purchase one-time access:

      Academic & Personal: 24 hour online accessCorporate R&D Professionals: 24 hour online access
      One-time access price info
      • For academic or personal research use, select 'Academic and Personal'
      • For corporate R&D use, select 'Corporate R&D Professionals'

      Subscribe:

      Subscribe to Archives of Physical Medicine and Rehabilitation
      Already a print subscriber? Claim online access
      Already an online subscriber? Sign in
      Institutional Access: Sign in to ScienceDirect

      References

        • Nudo RJ
        • Milliken GW
        • Jenkins WM
        • Merzenich MM.
        Use-dependent alterations of movement representations in primary motor cortex of adult squirrel monkeys.
        J Neurosci. 1996; 16: 785-807
        • Kleim JA
        • Jones TA.
        Principles of experience-dependent neural plasticity: implications for rehabilitation after brain damage.
        J Speech Lang Hear Res. 2008; 51: S225-S239
        • Maier M
        • Ballester BR
        • Verschure P.
        Principles of neurorehabilitation after stroke based on motor learning and brain plasticity mechanisms.
        Front Syst Neurosci. 2019; 13: 74
        • Hidaka Y
        • Han CE
        • Wolf SL
        • Winstein CJ
        • Schweighofer N.
        Use it and improve it or lose it: Interactions between arm function and use in humans post-stroke.
        PLoS Comput Biol. 2012; 8e1002343
        • Ballester BR
        • Winstein C
        • Schweighofer N.
        Virtuous and vicious cycles of arm use and function post-stroke.
        Front Neurol. 2022; 13
        • Hirsch T
        • Barthel M
        • Aarts P
        • et al.
        A first step toward the operationalization of the learned non-use phenomenon: a Delphi study.
        Neurorehabil Neural Repair. 2021; 35: 383-392
        • Andrews K
        • Stewart J.
        Stroke recovery: he can but does he?.
        Rheumatol Rehabil. 1979; 18: 43-48
        • Stewart JC
        • Cramer SC.
        Patient-reported measures provide unique insights into motor function after stroke.
        Stroke. 2013; 44: 1111-1116
        • Han CE
        • Kim S
        • Chen S
        • et al.
        Quantifying arm nonuse in individuals poststroke.
        Neurorehab Neural Repair. 2013; 27: 439-447
        • Villain M
        • Sibon I
        • Renou P
        • Poli M
        • Swendsen J.
        Very early social support following mild stroke is associated with emotional and behavioral outcomes three months later.
        Clin Rehabil. 2016; 31: 135-141
        • Jellema S
        • van Hees S
        • Zajec J
        • van der Sande R
        • Nijhuis-van der Sanden MW
        • Steultjens EM.
        What environmental factors influence resumption of valued activities post stroke: a systematic review of qualitative and quantitative findings.
        Clin Rehabil. 2017; 31: 936-947
        • Venna VR
        • McCullough LD.
        Role of social factors on cell death, cerebral plasticity and recovery after stroke.
        Metab Brain Dis. 2015; 30: 497-506
        • Barker RN
        • Brauer SG.
        Upper limb recovery after stroke: the stroke survivors' perspective.
        Disabil Rehabil. 2005; 27: 1213-1223
        • Korpershoek C
        • van der Bijl J
        • Hafsteinsdóttir TB.
        Self-efficacy and its influence on recovery of patients with stroke: a systematic review.
        J Adv Nurs. 2011; 67: 1876-1894
        • Jones F
        • Riazi A.
        Self-efficacy and self-management after stroke: a systematic review.
        Disabil Rehabil. 2011; 33: 797-810
        • Thilarajah S
        • Mentiplay BF
        • Bower KJ
        • et al.
        Factors associated with post-stroke physical activity: a systematic review and meta-analysis.
        Arch Phys Med Rehabil. 2018; 99: 1876-1889
        • Chin LF
        • Hayward KS
        • Brauer SG.
        Factors influencing paretic upper limb use during first 4 weeks after stroke: a cross-sectional accelerometry study.
        Am J Phys Med Rehabil. 2021; 100: 153-160
        • Yoo IG.
        Benefits of emotion-based training for the rehabilitation of stroke patients: a scoping review.
        NeuroRehabil. 2020; 47: 99-108
        • Zou L
        • Yeung A
        • Zeng N
        • et al.
        Effects of mind-body exercises for mood and functional capabilities in patients with stroke: an analytical review of randomized controlled trials.
        Int J Environ Res Public Health. 2018; 15
        • Bragstad LK
        • Hjelle EG
        • Zucknick M
        • et al.
        The effects of a dialogue-based intervention to promote psychosocial well-being after stroke: a randomized controlled trial.
        Clin Rehabil. 2020; 34: 1056-1071
        • Chen CH
        • Hung KS
        • Chung YC
        • Yeh ML.
        Mind-body interactive qigong improves physical and mental aspects of quality of life in inpatients with stroke: a randomized control study.
        Eur J Cardiovasc Nurs. 2019; 18: 658-666
        • Love MF
        • Sharrief A
        • Chaoul A
        • Savitz S
        • Beauchamp JES.
        Mind-body interventions, psychological stressors, and quality of life in stroke survivors.
        Stroke. 2019; 50: 434-440
        • Molle Da Costa RD
        • Luvizutto GJ
        • Martins LG
        • et al.
        Clinical factors associated with the development of nonuse learned after stroke: a prospective study.
        Top Stroke Rehabil. 2019; 26: 511-517
        • Chen YA
        • Demers M
        • Lewthwaite R
        • et al.
        A novel combination of accelerometry and ecological momentary assessment for post-stroke paretic arm/hand use: feasibility and validity.
        J Clin Med. 2021; 10: 1328
        • Bailey RR
        • Klaesner JW
        • Lang CE.
        An accelerometry-based methodology for assessment of real-world bilateral upper extremity activity.
        PLOS One. 2014; 9e103135
        • Bailey RR
        • Klaesner JW
        • Lang CE.
        Quantifying real-world upper-limb activity in nondisabled adults and adults with chronic stroke.
        Neurorehabil Neural Repair. 2015; 29: 969-978
        • Lemmens RJM
        • Janssen-Potten YJM
        • Timmermans AAA
        • Smeets RJEM
        • Seelen HAM.
        Recognizing complex upper extremity activities using body worn sensors.
        PloS One. 2015; 10e0118642
        • Uswatte G
        • Foo WL
        • Olmstead H
        • et al.
        Ambulatory monitoring of arm movement using accelerometry: an objective measure of upper-extremity rehabilitation in persons with chronic stroke.
        Arch Phys Med Rehabil. 2005; 86: 1498-1501
        • Uswatte G
        • Giuliani C
        • Winstein C
        • et al.
        Validity of accelerometry for monitoring real-world arm activity in patients with subacute stroke: evidence from the extremity constraint-induced therapy evaluation trial.
        Arch Phys Med Rehabil. 2006; 87: 1340-1345
        • Dunton GF
        • Liao Y
        • Kawabata K
        • Intille S.
        Momentary assessment of adults' physical activity and sedentary behavior: feasibility and validity.
        Front Psychol. 2012; 3: 260
        • Johnson EI
        • Sibon I
        • Renou P
        • Rouanet F
        • Allard M
        • Swendsen J.
        Feasibility and validity of computerized ambulatory monitoring in stroke patients.
        Neurology. 2009; 73: 1579-1583
        • Stone AA.
        The science of real-time data capture: self-reports in health research.
        J Epidemiol Commun Health. 2008; 62: 471
        • Jean FA
        • Swendsen JD
        • Sibon I
        • Feher K
        • Husky M.
        Daily life behaviors and depression risk following stroke: a preliminary study using ecological momentary assessment.
        J Geriatr Psychiatry Neurol. 2013; 26: 138-143
        • Liao Y
        • Intille SS
        • Dunton GF.
        Using ecological momentary assessment to understand where and with whom adults' physical and sedentary activity occur.
        Int J Behav Med. 2015; 22: 51-61
        • Harris J
        • Eng J.
        Individuals with the dominant hand affected following stroke demonstrate less impairement than those with the nondominant hand affected.
        Neurorehabil Neural Repair. 2006; 20: 380-389
        • McCombe Waller S
        • Whitall J
        Hand dominance and side of stroke affect rehabilitation in chronic stroke.
        Clin Rehabil. 2005; 19: 544-551
        • Rinehart JK
        • Singleton RD
        • Adair JC
        • Sadek JR
        • Haaland KY.
        Arm use after left or right hemiparesis is influenced by hand preference.
        Stroke. 2009; 40: 545-550
        • Fugl-Meyer AR
        • Jääskö L
        • Leyman I
        • Olsson S
        • Steglind S.
        The post-stroke hemiplegic patient. 1. A method for evaluation of physical performance.
        Scand J Rehabil Med. 1975; 7: 13-31
        • Lewthwaite R
        • Winstein CJ
        • Lane CJ
        • et al.
        Accelerating stroke recovery: body structures and functions, activities, participation, and quality of life outcomes from a large rehabilitation trial.
        Neurorehabil Neural Repair. 2018; 32: 150-165
        • Watson D
        • Clark LA
        • Tellegen A.
        Development and validation of brief measures of positive and negative affect: the PANAS scales.
        J Pers Soc Psychol. 1988; 54: 1063-1070
        • Bandura A.
        Self-efficacy: Toward a unifying theory of behavioral change.
        Psychol Rev. 1977; 84: 191-215
        • Sheeran P
        • Maki A
        • Montanaro E
        • et al.
        The impact of changing attitudes, norms, and self-efficacy on health-related intentions and behavior: a meta-analysis.
        Health Psychol. 2016; 35: 1178-1188
        • Wulf G
        • Lewthwaite R.
        Optimizing performance through intrinsic motivation and attention for learning: the OPTIMAL theory of motor learning.
        Psychon Bull Rev. 2016; 23: 1382-1414
        • Hevel DJ
        • Dunton GF
        • Maher JP.
        Acute bidirectional relations between affect, physical feeling states, and activity-related behaviors among older adults: an ecological momentary assessment study.
        Ann Behav Med. 2021; 55: 41-54
        • Demers M
        • Winstein CJ.
        A perspective on the use of ecological momentary assessment and intervention to promote stroke recovery and rehabilitation.
        Top Stroke Rehabil. 2021; 28: 594-605
        • Reblin M
        • Uchino BN.
        Social and emotional support and its implication for health.
        Curr Opin Psychiatry. 2008; 21: 201-205
        • Kiely B
        • Connolly D
        • Clyne B
        • et al.
        Primary care-based link workers providing social prescribing to improve health and social care outcomes for people with multimorbidity in socially deprived areas (the LinkMM trial): pilot study for a pragmatic randomised controlled trial.
        J Multimorb Comorb. 2021; 1126335565211017781
        • Coll-Planas L
        • Nyqvist F
        • Puig T
        • Urrútia G
        • Solà I
        • Monteserín R.
        Social capital interventions targeting older people and their impact on health: a systematic review.
        J Epidemiol Community Health. 2017; 71: 663-672
        • Matarić MJ
        • Eriksson J
        • Feil-Seifer DJ
        • Winstein CJ.
        Socially assistive robotics for post-stroke rehabilitation.
        J Neuroeng Rehabil. 2007; 4: 5
        • Matarić M
        • Tapus A
        • Winstein C
        • Eriksson J.
        Socially assistive robotics for stroke and mild tbi rehabilitation.
        Stud Health Technol Inform. 2009; 145: 249-262
        • Cavallo DN
        • Brown JD
        • Tate DF
        • DeVellis RF
        • Zimmer C
        • Ammerman AS.
        The role of companionship, esteem, and informational support in explaining physical activity among young women in an online social network intervention.
        J Behav Med. 2014; 37: 955-966
        • Wulf G
        • Chiviacowsky S
        • Lewthwaite R.
        Altering mindset can enhance motor learning in older adults.
        Psychol Aging. 2012; 27: 14-21
        • Drews R
        • Pacheco MM
        • Bastos FH
        • Tani G.
        Effects of normative feedback on motor learning are dependent on the frequency of knowledge of results.
        Psychol Sport Exerc. 2021; 55101950
        • Coelho CJ
        • Studenka BE
        • Rosenbaum DA.
        End-state comfort trumps handedness in object manipulation.
        J Exp Psychol Hum Percept Perform. 2014; 40: 718-730
        • Bryden PJ
        • Huszczynski J.
        Under what conditions will right-handers use their left hand? The effects of object orientation, object location, arm position, and task complexity in preferential reaching.
        Laterality. 2011; 16: 722-736
        • Rosenbaum DA.
        Reaching while walking: reaching distance costs more than walking distance.
        Psychon Bull Rev. 2008; 15: 1100-1104
        • Kim S
        • Han CE
        • Kim B
        • Winstein CJ
        • Schweighofer N.
        Effort, success, and side of lesion determine arm choice in individuals with chronic stroke.
        J Neurophysiol. 2022; 127: 255-266
        • Schweighofer N
        • Han CE
        • Wolf SL
        • Arbib MA
        • Winstein CJ.
        A functional threshold for long-term use of hand and arm function can be determined: predictions from a computational model and supporting data from the extremity constraint-induced therapy evaluation (EXCITE) trial.
        Phys Ther. 2009; 89: 1327-1336
        • Franck JA
        • Smeets R
        • Seelen HAM.
        Changes in actual arm-hand use in stroke patients during and after clinical rehabilitation involving a well-defined arm-hand rehabilitation program: a prospective cohort study.
        PLoS One. 2019; 14e0214651
        • Woytowicz EJ
        • Rietschel JC
        • Goodman RN
        • et al.
        Determining levels of upper extremity movement impairment by applying a cluster analysis to the Fugl-Meyer assessment of the upper extremity in chronic stroke.
        Arch Phys Med Rehabil. 2017; 98: 456-462
        • Kim J-S
        • Lee K-B
        • Roh H
        • Ahn M-Y
        • Hwang H-W.
        Gender differences in the functional recovery after acute stroke.
        J Clin Neurol. 2010; 6: 183-188
        • Martinez C
        • Bacon H
        • Rowe V
        • et al.
        A reaching performance scale for 2 Wolf motor function test items.
        Arch Phys Med Rehabil. 2020; 101: 2015-2026