Jorge Lains

Prof. Jorge Lains

Centro Medicina Reabilitacao Regiao Centro - Rovisco Pais
+2
orcid

Research Focus & Metrics

Academic Career Length

9Years (2018-Present)

(Calculated once Scilit publication data is synced: current year − year of first publication + 1)

Representative Publications

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28 February 2019 in JMIR Rehabilitation and Assistive Technologies
Verified
Journal Article
Open access
FCFernando Dias Correia
Fernando Dias Correia
ANAndré Nogueira
André Nogueira
IMIvo Magalhães
Ivo Magalhães
JGJoana Guimarães
Joana Guimarães
MMMaria Moreira
Maria Moreira
VBVirgílio Bento
Virgílio Bento
Journal of Medical Internet Research - International Scientific Journal for Medical Research, Information and Communication on the Internet

21 June 2019 in JMIR Rehabilitation and Assistive Technologies
Verified
Journal Article
Open access
FCFernando Dias Correia
Fernando Dias Correia
ANAndré Nogueira
André Nogueira
IMIvo Magalhães
Ivo Magalhães
JGJoana Guimarães
Joana Guimarães
MMMaria Moreira
Maria Moreira
VBVirgílio Bento
Virgílio Bento
Journal of Medical Internet Research - International Scientific Journal for Medical Research, Information and Communication on the Internet #Preprint #PeerReviewMe: Warning: This is a unreviewed preprint. Readers are warned that the document has not been peer-reviewed by expert/patient reviewers or an academic editor, may contain misleading claims, and is likely to undergo changes before final publication, if accepted, or may have been rejected/withdrawn. Readers with interest and expertise are encouraged to sign up as peer-reviewer, if the paper is within an open peer-review period. Please cite this preprint only for review purposes or for grant applications and CVs (if you are the author). Background: The demand for total hip arthroplasty (THA) is rising. In the face of galloping healthcare costs, ensuring widespread cost-effective rehabilitation is a priority. Technologies allowing independent home-based rehabilitation may be the key to facilitate access, improve effectiveness and lower costs of care. Objective: To assess the feasibility of a novel AI-powered digital biofeedback system following THA and compare the clinical outcomes against supervised conventional rehabilitation. Methods: This was a single-center, parallel-group, pilot study, with an 8-week intervention program. Patients were assessed at baseline, during the program (4 and 8 weeks) and 3 and 6 months after surgery. The primary outcome was the Timed Up and Go (TUG) score and secondary outcomes were the Hip Osteoarthritis Outcome Scale (HOOS - a patient reported outcome) and hip range of motion (ROM). Results: Sixty-six patients were included (35 digital physiotherapy (PT) vs 31 conventional). There were no differences at baseline between groups except for lower HOOS - quality of life (QoL) scores in the digital PT group. Clinically relevant improvements were noted in both groups at all timepoints. The digital PT group showed a retention rate of 86%. Per protocol analysis revealed a superiority of the digital PT group for all outcome measures. Intention to treat analysis revealed the superiority of the digital PT group in all time-points for TUG (change between baseline and 4 and 8 weeks: P<.001; change between baseline and 3 and 6 months: P=.001 and P=.005, respectively), with a difference between median changes of 4.79 seconds (95% CI: -7.24;-1.71) at 6 months post-THA. Between baseline and month 6, results were also superior in the digital PT group for HOOS-Sports and HOOS-QoL and all ROM except for standing flexion. Conclusions: This study demonstrates this novel solution holds great promise in rehabilitation after THA, ensuring better clinical outcomes than conventional rehabilitation while reducing dependence on human resources. Clinical Trial: Clinicaltrials.gov NCT03045549

1 January 2022 in Journal of Pain Research
Verified
Journal Article
Open access
PDF file
DJDora Janela
Dora Janela
FCFabíola Costa
Fabíola Costa
MMMaria Molinos
Maria Molinos
RMRobert G Moulder
Robert G Moulder
JLJorge Lains
Jorge Lains
FCFernando Dias Correia
Fernando Dias Correia
Background: Chronic shoulder pain (SP) is responsible for significant morbidity, decreased quality of life and impaired work ability, resulting in high socioeconomic burden. Successful SP management is dependent on adherence and compliance with effective evidence-based interventions. Digital solutions may improve accessibility to such treatments, increasing convenience, while reducing healthcare-related costs. Purpose: Present the results of a fully remote digital care program (DCP) for chronic SP. Patients and Methods: Interventional, single-arm, cohort study of individuals with chronic SP applying for a digital care program. Primary outcome was the mean change between baseline and 12 weeks on the Quick Disabilities of the Arm, Shoulder and Hand (QuickDASH) questionnaire. Secondary outcomes were change in pain (NPRS), analgesic consumption, intention to undergo surgery, anxiety (GAD-7), depression (PHQ-9), fear-avoidance beliefs (FABQ-PA), work productivity (WPAI) and engagement. Results: From 296 patients at program start, 234 (79.1%) completed the intervention. Changes in QuickDASH between baseline and end-of-program were both statistically (p < 0.001) and clinically significant, with a mean reduction of 51.6% (mean − 13.45 points, 95% CI: 11.99; 14.92). Marked reductions were also observed in all secondary outcomes: 54.8% in NPRS, 44.1% ceased analgesics consumption, 55.5% in surgery intent, 37.7% in FABQ-PA, 50.3% in anxiety, 63.6% in depression and 66.5% in WPAI overall. Higher engagement was associated with higher improvements in disability. Mean patient satisfaction score was 8.7/10.0 (SD 1.6). Conclusion: This is the first real-world cohort study reporting the results of a multimodal remote digital approach for chronic SP rehabilitation. High completion and engagement rates were observed, which were associated with clinically significant improvement in all health-related outcomes, as well as marked productivity recovery. These promising results support the potential of digital modalities to address the global burden of chronic musculoskeletal pain.

31 October 2022 in Journal of Medical Internet Research
Verified
Journal Article
Open access
JSJustin Scheer
Justin Scheer
FCFabíola Costa
Fabíola Costa
MMMaria Molinos
Maria Molinos
AAAnabela C. Areias
Anabela C. Areias
DJDora Janela
Dora Janela
FCFernando Dias Correia
Fernando Dias Correia
Background: Musculoskeletal (MSK) pain disproportionately affects people from different ethnic backgrounds through higher burden and less access to care. Digital care programs (DCPs) can improve access and help reduce inequities. However, the outcomes of such programs based on race and ethnicity have yet to be studied. Objective: We aimed to assess the impact of race and ethnicity on engagement and outcomes in a multimodal DCP for MSK pain. Methods: This was an ad hoc analysis of an ongoing decentralized single-arm investigation into engagement and clinical-related outcomes after a multimodal DCP in patients with MSK conditions. Patients were stratified by self-reported racial and ethnic group, and their engagement and outcome changes between baseline and 12 weeks were compared using latent growth curve analysis. Outcomes included program engagement (number of sessions), self-reported pain scores, likelihood of surgery, Generalized Anxiety Disorder 7-item scale, Patient Health Questionnaire 9-item, and Work Productivity and Activity Impairment. A minimum clinically important difference (MCID) of 30% was calculated for pain, and multivariable logistic regression was performed to evaluate race as an independent predictor of meeting the MCID. Results: A total of 6949 patients completed the program: 65.5% (4554/6949) of them were non-Hispanic White, 10.8% (749/6949) were Black, 9.7% (673/6949) were Asian, 9.2% (636/6949) were Hispanic, and 4.8% (337/6949) were of other racial or ethnic backgrounds. The population studied was diverse and followed the proportions of the US population. All groups reported high engagement and satisfaction, with Hispanic and Black patients ranking first among satisfaction despite lower engagement. Black patients had a higher likelihood to drop out (odds ratio [OR] 1.19, 95% CI 1.01-1.40, P=.04) than non-Hispanic White patients. Hispanic and Black patients reported the highest level of pain, surgical intent, work productivity, and impairment in activities of daily living at baseline. All race groups showed a significant improvement in all outcomes, with Black and Hispanic patients reporting the greatest improvements in clinical outcomes. Hispanic patients also had the highest response rate for pain (75.8%) and a higher OR of meeting the pain MCID (OR 1.74, 95% CI 1.24-2.45, P=.001), when compared with non-Hispanic White patients, independent of age, BMI, sex, therapy type, education level, and employment status. No differences in mental health outcomes were found between race and ethnic groups. Conclusions: This study advocates for the utility of a DCP in improving access to MSK care and promoting health equity. Engagement and satisfaction rates were high in all the groups. Black and Hispanic patients had higher MSK burden at baseline and lower engagement but also reported higher improvements, with Hispanic patients presenting a higher likelihood of pain improvement.

16 March 2023 in JMIR mHealth and uHealth
Verified
Journal Article
Open access
JSJustin Scheer
Justin Scheer
AAAnabela C. Areias
Anabela C. Areias
MMMaria Molinos
Maria Molinos
DJDora Janela
Dora Janela
RMRobert Moulder
Robert Moulder
FCFabíola Costa
Fabíola Costa
Background: Musculoskeletal (MSK) conditions are the number one cause of disability worldwide. Digital care programs (DCPs) for MSK pain management have arisen as alternative care delivery models to circumvent challenges in accessibility of conventional therapy. Despite the potential of DCPs to reduce inequities in accessing care, the outcomes of such interventions in rural and urban populations have yet to be studied. Objective: The aim of this study was to assess the impact of urban or rural residency on engagement and clinical outcomes after a multimodal DCP for MSK pain. Methods: This study consists of an ad hoc analysis of a decentralized single-arm investigation into engagement and clinical-related outcomes after a multimodal DCP in patients with MSK conditions. Patients were coded according to their zip codes to a specific rural-urban commuting area code and grouped into rural and urban cohorts. Changes in their engagement and clinical outcomes from baseline to program end were assessed. Latent growth curve analysis was performed to estimate change trajectories adjusting for the following covariates: age, gender, BMI, employment status, and pain acuity. Outcomes included engagement, self-reported pain, and the results of the Generalized Anxiety Disorder 7-item, Patient Health Questionnaire 9-item, and Work Productivity and Activity Impairment scales. A minimum clinically important difference (MCID) of 30% was considered for pain. Results: Patients with urban and rural residency across the United States participated in the program (n=9992). A 73.8% (7378/9992) completion rate was observed. Both groups reported high satisfaction scores and similar engagement with exercise sessions, with rural residents showing higher engagement with educational content (P<.001) and higher program completion rates (P=.02). All groups showed a significant improvement in all clinical outcomes, including pain, mental health, and work productivity, without statistically significant intergroup differences. The percentage of patients meeting the MCID was similar in both groups (urban: 67.1%, rural: 68.3%; P=.30). Conclusions: This study advocates for the utility of a DCP in improving access to MSK care in urban and rural areas alike, showcasing its potential to promote health equity. High engagement, satisfaction, and completion rates were noted in both groups, as well as significant improvements in clinical outcomes. Trial Registration: ClinicalTrials.gov NCT04092946; https://clinicaltrials.gov/ct2/show/NCT04092946

18 August 2022 in Pain Reports
Verified
Journal Article
Open access
FCFabíola Costa
Fabíola Costa
DJDora Janela
Dora Janela
MMMaria Molinos
Maria Molinos
RMRobert G. Moulder
Robert G. Moulder
JLJorge Lains
Jorge Lains
FCFernando Dias Correia
Fernando Dias Correia
Introduction: Wrist and hand represent the third most common body part in work-related injuries, being associated with long-term absenteeism. Telerehabilitation can promote access to treatment, patient adherence, and engagement, while reducing health care-related costs. Objective: Report the results of a fully remote digital care program (DCP) for wrist and hand pain (WP). Methods: A single-arm interventional study was conducted on individuals with WP applying for a DCP. Primary outcome was the mean change in the Numerical Pain Rating Scale after 8 weeks (considering a minimum clinically important change of 30%). Secondary outcomes were: disability (Quick Disabilities of the Arm, Shoulder, and Hand questionnaire), analgesic intake, surgery intention, mental health (patient health questionnaire [PHQ-9] and generalized anxiety disorder [GAD-7]), fear-avoidance beliefs (FABQ-PA), work productivity and activity impairment, and engagement. Results: From 189 individuals starting the DCP, 149 (78.8%) completed the intervention. A significant pain improvement was observed (51.3% reduction (2.26, 95% CI 1.73; 2.78)) and 70.4% of participants surpassing minimum clinically important change. This change correlated with improvements in disability (52.1%), FABQ-PA (32.2%), and activities impairment recovery (65.4%). Improvements were also observed in other domains: surgery intent (76.1%), mental health (67.0% in anxiety and 72.7% in depression), and overall productivity losses (68.2%). Analgesic intake decreased from 22.5% to 7.1%. Mean patient satisfaction score was 8.5/10.0 (SD 1.8). Conclusions: These findings support the feasibility and utility of a fully remote DCP for patients with WP. Clinically significant improvements were observed in all health-related and productivity-related outcomes, alongside very high patient adherence rates and satisfaction. This study strengthens that management of WP is possible through a remote DCP, decreasing access barriers and potentially easing health care expenditure.