Robotic Upper Limb
Cochrane: no superiority over dose-matched conventional OT for upper limb stroke. High repetition capacity. FDA-cleared devices (InMotion ARM, Amadeo).
Each lens uses its own dimensions and default weights. Scores answer different questions across paths — they aren’t apples-to-apples. How scoring works →
High-repetition training enabled; not superior to matched conventional OT in Cochrane review.
Limited by expensive robotic equipment access; applicable only at select research or specialty centers.
Very limited insurance coverage; mostly research or cash-pay; some commercial payers beginning to consider coverage.
Device-specific manufacturer training; requires institutional access to robotic upper limb system.
Limited employer demand; primarily academic stroke centers and research hospitals.
Novel technology appeals; some prefer conventional hands-on OT.
Intensive neuro-recovery and stroke programs successfully sell robotic UE training as cash-pay packages.
Tech novelty and visible equipment support premium pricing in neuro-recovery clinics.
Few clinics own UE robotics, creating clear visual and marketing differentiation.
Once equipment is in place, mid-level clinicians can deliver protocols — moderately scalable beyond the owner.
Stroke and SCI consumers searching for 'robotic therapy' is a growing but still small segment.
Capital cost of robots ($50k-$300k) is the big barrier; the training itself is brief.
Useful signal of tech-forward neuro expertise but not a recognized credential for promotion.
Robotic rehab is an active research area with NIH funding and many publications.
Increasingly relevant in neuro curricula as students expect exposure to rehab technology.
Multiple RCTs and meta-analyses exist; effect sizes are modest but the literature is solid.
Not commonly required in faculty job ads outside research-intensive programs.
Vendor training is short and cheap relative to traditional credentialing pathways.
Bionik (InMotion), Tyromotion, and Kinarm hire clinical specialists.
Small vendor ecosystem with steady clinical-specialist demand.
Modest premium aligned with rehab robotics roles.
Direct work with sensor-instrumented robotic devices builds device literacy.
Defined pathway into upper-limb robotics vendor roles.
Costly training; narrow market.
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- 02Combined robot-assisted therapy and neuromuscular electrical stimulation in upper limb rehabilitation in patients with stroke: A systematic review of randomized controlled trialsA. R. Alashram · J Hand Ther2025Systematic reviewdoi:10.1016/j.jht.2025.04.002
- 03Effects of Combining Robotic Assisted Therapy for Upper Limb With Other Therapeutic Approaches After Stroke: A Systematic Review and Meta‐Analysis of Randomized Control TrialsN. Anmoto; S. Watanabe; T. Kaneko; M. Maeda; Y. Okita; T. Takebayashi · Physiotherapy Research International2025Systematic reviewdoi:10.1002/pri.70091
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- 08A Holistic Approach Towards Evaluating Upper Limb Function in Children with Unilateral Cerebral Palsy: A Narrative Review of Clinical Tools and Promising Technologies for Comprehensive AssessmentG. De Luca; A. Kalkantzi; L. Mailleux; R. Palomo-Carrión; H. Feys; R. N. Boyd; E. Beani; M. Cianchetti; S. Filogna; G. Prencipe; G. Sgandurra; M. Maselli · J Clin Med2025Narrative reviewdoi:10.3390/jcm14186539
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- 83Robot-assisted therapy for upper limb paresis after stroke: Use of robotic algorithms in advanced practiceA.-G. Grosmaire; O. Pila; P. Breuckmann; C. Duret · NeuroRehabilitation2022Otherdoi:10.3233/NRE-220025
- 84A Tenodesis-Induced-Grip exoskeleton robot (TIGER) for assisting upper extremity functions in stroke patients: a randomized control studyH. Y. Hsu; K. C. Yang; C. H. Yeh; Y. C. Lin; K. R. Lin; F. C. Su; L. C. Kuo · Disabil Rehabil2022RCTdoi:10.1080/09638288.2021.1980915
- 85A scoping review of design requirements for a home-based upper limb rehabilitation robot for strokeL. Li; Q. Fu; S. Tyson; N. Preston; A. Weightman · Topics in Stroke Rehabilitation2022Systematic reviewdoi:10.1080/10749357.2021.1943797
- 86Comparative Effectiveness of Robot-Assisted Training Versus Enhanced Upper Extremity Therapy on Upper and Lower Extremity for Stroke Survivors: A Multicentre Randomized Controlled TrialY. Lin; Q. Y. Li; Q. Qu; L. Ding; Z. Chen; F. Huang; S. Hu; W. Deng; F. Guo; C. Wang; P. Deng; L. Li; H. Jin; C. Gao; B. Shu; J. Jia · J Rehabil Med2022RCTdoi:10.2340/jrm.v54.882
- 87The Impact of Robotic Therapy on the Self-Perception of Upper Limb Function in Cervical Spinal Cord Injury: A Pilot Randomized Controlled TrialV. Lozano-Berrio; M. Alcobendas-Maestro; B. Polonio-López; A. Gil-Agudo; A. de la Peña-González; A. de Los Reyes-Guzmán · Int J Environ Res Public Health2022RCTdoi:10.3390/ijerph19106321
- 88Exoskeleton versus end-effector robot-assisted therapy for finger-hand motor recovery in stroke survivors: systematic review and meta-analysisL. Moggio; A. de Sire; N. Marotta; A. Demeco; A. Ammendolia · Topics in Stroke Rehabilitation2022Meta-analysisdoi:10.1080/10749357.2021.1967657
- 89Improving Upper Limb and Gait Rehabilitation Outcomes in Post-Stroke Patients: A Scoping Review on the Additional Effects of Non-Invasive Brain Stimulation When Combined with Robot-Aided RehabilitationA. Naro; R. S. Calabrò · Brain Sci2022Systematic reviewdoi:10.3390/brainsci12111511
- 90The effect of mirror therapy can be improved by simultaneous robotic assistanceM. Schrader; A. Sterr; R. Kettlitz; A. Wohlmeiner; R. Buschfort; C. Dohle; S. Bamborschke · Restor Neurol Neurosci2022Otherdoi:10.3233/rnn-221263
- 91Effectiveness of robot-assisted arm therapy in stroke rehabilitation: An overview of systematic reviewsS. Straudi; L. Baluardo; C. Arienti; M. Bozzolan; S. G. Lazzarini; M. Agostini; I. Aprile; M. Paci; E. Casanova; D. Marino; G. La Rosa; F. Bressi; S. Sterzi; D. Giansanti; L. Perrero; A. Battistini; S. Miccinilli; S. Filoni; M. Sicari; S. Petrozzino · NeuroRehabilitation2022Narrative reviewdoi:10.3233/NRE-220027
- 92Robot-Assisted Training as Self-Training for Upper-Limb Hemiplegia in Chronic Stroke: A Randomized Controlled TrialT. Takebayashi; K. Takahashi; S. Amano; M. Gosho; M. Sakai; K. Hashimoto; K. Hachisuka; Y. Uchiyama; K. Domen · Stroke2022RCTdoi:10.1161/strokeaha.121.037260
- 93Impact of the robotic-assistance level on upper extremity function in stroke patients receiving adjunct robotic rehabilitation: sub-analysis of a randomized clinical trialT. Takebayashi; K. Takahashi; Y. Okita; H. Kubo; K. Hachisuka; K. Domen · J Neuroeng Rehabil2022RCTdoi:10.1186/s12984-022-00986-9
- 94Evaluation of an upper limb robotic rehabilitation program on motor functions, quality of life, cognition, and emotional status in patients with stroke: a randomized controlled studyS. Taravati; K. Capaci; H. Uzumcugil; G. Tanigor · Neurol Sci2022RCTdoi:10.1007/s10072-021-05431-8
- 95Effectiveness of robot-assisted virtual reality mirror therapy for upper limb motor dysfunction after stroke: study protocol for a single-center randomized controlled clinical trialD. Wei; X. Y. Hua; M. X. Zheng; J. J. Wu; J. G. Xu · BMC Neurol2022RCTdoi:10.1186/s12883-022-02836-6
- 96Short and long-term effects of robot-assisted therapy on upper limb motor function and activity of daily living in patients post-stroke: a meta-analysis of randomized controlled trialsL. Zhang; G. Jia; J. Ma; S. Wang; L. Cheng · J Neuroeng Rehabil2022Meta-analysisdoi:10.1186/s12984-022-01058-8
- 97A Robotic System with EMG-Triggered Functional Eletrical Stimulation for Restoring Arm Functions in Stroke SurvivorsE. Ambrosini; G. Gasperini; J. Zajc; N. Immick; A. Augsten; M. Rossini; R. Ballarati; M. Russold; S. Ferrante; G. Ferrigno; M. Bulgheroni; W. Baccinelli; T. Schauer; C. Wiesener; M. Gfoehler; M. Puchinger; M. Weber; S. Weber; A. Pedrocchi; F. Molteni; K. Krakow · Neurorehabil Neural Repair2021Otherdoi:10.1177/1545968321997769
- 98Robot-assisted rehabilitation of hand function after stroke: Development of prediction models for reference to therapyF. Baldan; A. Turolla; D. Rimini; G. Pregnolato; L. Maistrello; M. Agostini; I. Jakob · J Electromyogr Kinesiol2021Otherdoi:10.1016/j.jelekin.2021.102534
- 99Evaluation of the enhanced upper limb therapy programme within the Robot-Assisted Training for the Upper Limb after Stroke trial: descriptive analysis of intervention fidelity, goal selection and goal achievementH. Bosomworth; H. Rodgers; L. Shaw; L. Smith; L. Aird; D. Howel; N. Wilson; N. Alvarado; S. Andole; D. L. Cohen; J. Dawson; C. Fernandez-Garcia; T. Finch; G. A. Ford; R. Francis; S. Hogg; N. Hughes; C. I. Price; L. Ternent; D. L. Turner; L. Vale; S. Wilkes; H. I. Krebs; F. van Wijck · Clin Rehabil2021Otherdoi:10.1177/0269215520953833
- 100Age is negatively associated with upper limb recovery after conventional but not robotic rehabilitation in patients with stroke: a secondary analysis of a randomized-controlled trialF. Cecchi; M. Germanotta; C. Macchi; A. Montesano; S. Galeri; M. Diverio; C. Falsini; M. Martini; R. Mosca; E. Langone; D. Papadopoulou; M. C. Carrozza; I. Aprile · J Neurol2021RCTdoi:10.1007/s00415-020-10143-8
- 101Exoskeleton-Assisted Anthropomorphic Movement Training (EAMT) for Poststroke Upper Limb Rehabilitation: A Pilot Randomized Controlled TrialZ. J. Chen; C. He; F. Guo; C. H. Xiong; X. L. Huang · Arch Phys Med Rehabil2021RCTdoi:10.1016/j.apmr.2021.06.001
- 102The fourier M2 robotic machine combined with occupational therapy on post-stroke upper limb function and independence-related quality of life: A randomized clinical trialB. Chinembiri; Z. Ming; S. Kai; Z. Xiu Fang; C. Wei · Top Stroke Rehabil2021RCTdoi:10.1080/10749357.2020.1755815
- 103Effects of two different robot-assisted arm training on upper limb motor function and kinematics in chronic stroke survivors: A randomized controlled trialK. H. Cho; W. K. Song · Top Stroke Rehabil2021RCTdoi:10.1080/10749357.2020.1804699
- 104Transcranial direct current stimulation combined with robotic therapy for upper and lower limb function after stroke: a systematic review and meta-analysis of randomized control trialsN. Comino-Suárez; J. C. Moreno; J. Gómez-Soriano; Á. Megía-García; D. Serrano-Muñoz; J. Taylor; M. Alcobendas-Maestro; Á. Gil-Agudo; A. J. Del-Ama; J. Avendaño-Coy · J Neuroeng Rehabil2021Meta-analysisdoi:10.1186/s12984-021-00941-0
- 105Review on Patient-Cooperative Control Strategies for Upper-Limb Rehabilitation ExoskeletonsS. Dalla Gasperina; L. Roveda; A. Pedrocchi; F. Braghin; M. Gandolla · Front Robot AI2021Otherdoi:10.3389/frobt.2021.745018
- 106Vagus nerve stimulation paired with rehabilitation for upper limb motor function after ischaemic stroke (VNS-REHAB): a randomised, blinded, pivotal, device trialJ. Dawson; C. Y. Liu; G. E. Francisco; S. C. Cramer; S. L. Wolf; A. Dixit; J. Alexander; R. Ali; B. L. Brown; W. Feng; L. DeMark; L. R. Hochberg; S. A. Kautz; A. Majid; M. W. O'Dell; D. Pierce; C. N. Prudente; J. Redgrave; D. L. Turner; N. D. Engineer; T. J. Kimberley · Lancet2021RCTdoi:10.1016/s0140-6736(21)00475-x
- 107Economic evaluation of robot-assisted training versus an enhanced upper limb therapy programme or usual care for patients with moderate or severe upper limb functional limitation due to stroke: results from the RATULS randomised controlled trialC. Fernandez-Garcia; L. Ternent; T. M. Homer; H. Rodgers; H. Bosomworth; L. Shaw; L. Aird; S. Andole; D. Cohen; J. Dawson; T. Finch; G. Ford; R. Francis; S. Hogg; N. Hughes; H. I. Krebs; C. Price; D. Turner; F. Van Wijck; S. Wilkes; N. Wilson; L. Vale · BMJ Open2021RCTdoi:10.1136/bmjopen-2020-042081
- 108Effect of Robot-Assisted Therapy on Participation of People with Limited Upper Limb Functioning: A Systematic Review with GRADE RecommendationsF. Ferreira; M. E. A. Chaves; V. C. Oliveira; J. S. R. Martins; C. B. S. Vimieiro; A. Van Petten · Occup Ther Int2021Systematic reviewdoi:10.1155/2021/6649549
- 109Highlighting gaps in spinal cord injury research in activity-based interventions for the upper extremity: A scoping reviewN. Grampurohit; A. Bell; S. V. Duff; M. J. Mulcahey; C. C. Thielen; G. Kaplan; R. J. Marino · NeuroRehabilitation2021Systematic reviewdoi:10.3233/NRE-210042
- 110Early post-stroke rehabilitation for upper limb motor function using virtual reality and exoskeleton: equally efficient in older patientsT. Gueye; M. Dedkova; V. Rogalewicz; M. Grunerova-Lippertova; Y. Angerova · Neurol Neurochir Pol2021Otherdoi:10.5603/PJNNS.a2020.0096
- 111A usability study in patients with stroke using MERLIN, a robotic system based on serious games for upper limb rehabilitation in the home settingS. Guillén-Climent; A. Garzo; M. N. Muñoz-Alcaraz; P. Casado-Adam; J. Arcas-Ruiz-Ruano; M. Mejías-Ruiz; F. J. Mayordomo-Riera · J Neuroeng Rehabil2021Otherdoi:10.1186/s12984-021-00837-z
- 112A randomized controlled trial on the effects induced by robot-assisted and usual-care rehabilitation on upper limb muscle synergies in post-stroke subjectsT. Lencioni; L. Fornia; T. Bowman; A. Marzegan; A. Caronni; A. Turolla; J. Jonsdottir; I. Carpinella; M. Ferrarin · Sci Rep2021RCTdoi:10.1038/s41598-021-84536-8
- 113Upper Limb Home-Based Robotic Rehabilitation During COVID-19 OutbreakH. Manjunatha; S. Pareek; S. S. Jujjavarapu; M. Ghobadi; T. Kesavadas; E. T. Esfahani · Front Robot AI2021Otherdoi:10.3389/frobt.2021.612834
- 114Upper Limb Robotic Rehabilitation for Patients with Cervical Spinal Cord Injury: A Comprehensive ReviewG. Morone; A. de Sire; A. Martino Cinnera; M. Paci; L. Perrero; M. Invernizzi; L. Lippi; M. Agostini; I. Aprile; E. Casanova; D. Marino; G. La Rosa; F. Bressi; S. Sterzi; D. Giansanti; A. Battistini; S. Miccinilli; S. Filoni; M. Sicari; S. Petrozzino; C. M. Solaro; S. Gargano; P. Benanti; P. Boldrini; D. Bonaiuti; E. Castelli; F. Draicchio; V. Falabella; S. Galeri; F. Gimigliano; M. Grigioni; S. Mazzoleni; S. Mazzon; F. Molteni; M. Petrarca; A. Picelli; M. Gandolfi; F. Posteraro; M. Senatore; G. Turchetti; S. Straudi · Brain Sci2021Otherdoi:10.3390/brainsci11121630
- 115Systematic review of guidelines to identify recommendations for upper limb robotic rehabilitation after strokeG. Morone; A. Palomba; A. Martino Cinnera; M. Agostini; I. Aprile; C. Arienti; M. Paci; E. Casanova; D. Marino; L. A. R. G; F. Bressi; S. Sterzi; M. Gandolfi; D. Giansanti; L. Perrero; A. Battistini; S. Miccinilli; S. Filoni; M. Sicari; S. Petrozzino; C. M. Solaro; S. Gargano; P. Benanti; P. Boldrini; D. Bonaiuti; E. Castelli; F. Draicchio; V. Falabella; S. Galeri; F. Gimigliano; M. Grigioni; S. Mazzoleni; S. Mazzon; F. Molteni; M. Petrarca; A. Picelli; F. Posteraro; M. Senatore; G. Turchetti; S. Straudi · Eur J Phys Rehabil Med2021Systematic reviewdoi:10.23736/s1973-9087.21.06625-9
- 116Feasibility and preliminary efficacy of a combined virtual reality, robotics and electrical stimulation intervention in upper extremity stroke rehabilitationN. Norouzi-Gheidari; P. S. Archambault; K. Monte-Silva; D. Kairy; H. Sveistrup; M. Trivino; M. F. Levin; M. H. Milot · J Neuroeng Rehabil2021Pilot/feasibilitydoi:10.1186/s12984-021-00851-1
- 117Effects of Robotic Therapy Associated With Noninvasive Brain Stimulation on Upper-Limb Rehabilitation After Stroke: Systematic Review and Meta-analysis of Randomized Clinical TrialsS. B. Reis; W. M. Bernardo; C. A. Oshiro; H. I. Krebs; A. B. Conforto · Neurorehabilitation & Neural Repair2021Meta-analysisdoi:10.1177/1545968321989353
- 118Additional, Mechanized Upper Limb Self-Rehabilitation in Patients With Subacute Stroke: The REM-AVC Randomized TrialO. Rémy-Néris; A. Le Jeannic; A. Dion; B. Médée; E. Nowak; É. Poiroux; I. Durand-Zaleski · Stroke2021RCTdoi:10.1161/strokeaha.120.032545
- 119Evidence of neuroplasticity with robotic hand exoskeleton for post-stroke rehabilitation: a randomized controlled trialN. Singh; M. Saini; N. Kumar; M. V. P. Srivastava; A. Mehndiratta · J Neuroeng Rehabil2021RCTdoi:10.1186/s12984-021-00867-7
- 120Upper limb rehabilitation interventions using virtual reality for people with multiple sclerosis: A systematic reviewA. Webster; M. Poyade; S. Rooney; L. Paul · Mult Scler Relat Disord2021Systematic reviewdoi:10.1016/j.msard.2020.102610
- 121Robot-Assisted Therapy for Upper Extremity Motor Impairment After Stroke: A Systematic Review and Meta-AnalysisJ. Wu; H. Cheng; J. Zhang; S. Yang; S. Cai · PTJ: Physical Therapy & Rehabilitation Journal2021Meta-analysisdoi:10.1093/ptj/pzab010
- 122Tools and Techniques Used With Robotic Devices to Quantify Upper-Limb Function in Typically Developing Children: A Systematic ReviewS. C. D. Dobri; H. M. Ready; T. C. Davies · Rehabilitation Process & Outcome2020Systematic reviewdoi:10.1177/1179572720979013
- 123Occupational Employment and Wages: Commercial and Industrial Machinery Mechanics and Robotics Technicians (49-9041)U.S. Bureau of Labor Statistics · BLS Occupational Employment and Wage Statistics (OEWS)2024BLS wage and employment data documenting growth in robotics-adjacent technical occupations that hire clinicians with hands-on rehab-robotics experience for clinical specialist and field-application roles.Othergovernment
- 124Affordable Robotics for Upper Limb Stroke Rehabilitation in Developing Countries: A Systematic ReviewDemofonti A, Carpino G, Zollo L, Johnson MJ · IEEE Transactions on Medical Robotics and Bionics2021Maps the commercial upper-limb rehab-robotics device landscape (Hocoma, Tyromotion, Bioness, Myomo, Kinova), establishing the industry sectors where a clinician with this credential is employable as a clinical specialist, applications engineer, or KOL.Otherdoi:10.1109/TBME.2021.3104008
- 125510(k) Premarket Notification Database — Powered Exoskeleton and Upper-Limb Rehabilitation Devices (Product Codes PHL, IPF)U.S. Food and Drug Administration · FDA Device Clearance Database2023FDA clearance records for upper-limb rehab robots (ReWalk, Myomo MyoPro, Harmonic Bionics Harmony, Kinova Jaco) confirm an active regulated medtech sector that staffs clinical-evidence, training, and reimbursement roles requiring credentialed therapists.Othergovernment
- 126Physical Therapist Industry Compensation Report: Medical Device and Health-Tech EmployersPayscale / APTA Workforce Analysis · APTA Workforce Data Reports2023Documents salary premium and role categories (clinical specialist, clinical education manager, medical science liaison) for PTs/OTs employed by rehab-device manufacturers — the direct industry transition pathway this credential supports.Otherprofessional society
- 127Rehabilitation robots for the treatment of sensorimotor deficits: a neurophysiological perspectiveGassert R, Dietz V · Journal of NeuroEngineering and Rehabilitation2018Frames rehab robotics as a maturing industry-academic translational field, identifying the clinician-engineer hybrid role (device validation, protocol design, commercial deployment) that this credential positions a therapist to fill.Otherdoi:10.1186/s12984-018-0383-x