Workforce Trends in Rheumatology

Management strategies in rheumatoid arthritis

Management of rheumatoid arthritis (RA) has evolved from simply the direct translation of drug efficacy results from clinical trials to patient care, to a more complex longitudinal process that considers not only drug efficacy but also the safety gestalt of a treatment and patient profiles and preferences, as well as health-economic factors. With numerous DMARDs available to treat RA, knowledge about trial efficacy becomes less important than data that inform an appropriate clinical strategy for their optimal selection and use. Overly ambitious approaches targeting the 'maximum' level of success could, for example, be prone to failure and create frustration, and lead to a large number of patients then being considered as 'difficult to treat'. Safety profiles might be more informative than efficacy profiles for precision medicine approaches. Contemporary RA management strategies might therefore take a more holistic approach, beyond merely efficacy, to the setting of targets that lead to improved compliance rather than aspirational successes, with consideration of each patient's multimorbidity profile and preferences, as well as the safety profile of each treatment. Ultimately, the goal remains unchanged: maximizing health-related quality of life; however, with a focus on optimal balance rather than superlatives.

Forecasting rheumatoid arthritis patient arrivals by including meteorological factors and air pollutants

The burden of rheumatoid arthritis (RA) has gradually elevated, increasing the need for medical resource redistribution. Forecasting RA patient arrivals can be helpful in managing medical resources. However, no relevant studies have been conducted yet. This study aims to construct a long short-term memory (LSTM) model, a deep learning model recently developed for novel data processing, to forecast RA patient arrivals considering meteorological factors and air pollutants and compares this model with traditional methods. Data on RA patients, meteorological factors and air pollutants from 2015 to 2022 were collected and normalized to construct moving average (MA)- and autoregressive (AR)-based and LSTM models. After data normalization, the root mean square error (RMSE) was adopted to evaluate models' forecast ability. A total of 2422 individuals were enrolled. Not using the environmental data, the RMSEs of the MA- and AR-based models' test sets are 0.131, 0.132, and 0.117 when the training set: test set ratio is 2:1, 3:1, and 7:1, while they are 0.110, 0.130, and 0.112 for the univariate LSTM models. Considering meteorological factors and air pollutants, the RMSEs of the MA- and AR-based model test sets were 0.142, 0.303, and 0.164 when the training set: test set ratio is 2:1, 3:1, and 7:1, while they were 0.108, 0.119, and 0.109 for the multivariable LSTM models. Our study demonstrated that LSTM models can forecast RA patient arrivals more accurately than MA- and AR-based models for datasets of all three sizes. Considering the meteorological factors and air pollutants can further improve the forecasting ability of the LSTM models. This novel method provides valuable information for medical management, the optimization of medical resource redistribution, and the alleviation of resource shortages.

Development of the paediatric society of the African league against rheumatism (PAFLAR) JIA registry and clinical profile of JIA in Africa from the PAFLAR JIA registry

BACKGROUND

The spectrum of Juvenile Idiopathic Arthritis (JIA) in Africa is still largely unknown. We thus set out to illustrate how we set up the PAFLAR JIA registry and describe the clinical profile of Juvenile Idiopathic Arthritis across various regions in Africa.

METHODS

We carried out a retrospective observational cohort study where collaborators were trained on use of the existing PAFLAR REDCAP database to enter data for the JIA patients currently under their care capturing their epidemiological data, clinical features, laboratory investigations, diagnosis and therapy at initial diagnosis. Descriptive statistics including means, standard deviations, medians, interquartile ranges (IQR) for continuous variables and proportions for categorical variables were calculated as appropriate. Tests for difference between groups were performed between categorical variables using Pearson's chi-square or Fisher's exact tests. All analyses were performed using SPSS version 22 software.

RESULTS

We enrolled 302 patients, 58.6% (177 of 302) of whom were female. The median age of disease onset was 7 years (range 3-11 years) and the median age at diagnosis was 8.5 years (range 5-12 years). The median duration delay in diagnosis was 6 months (range 1-20.8 months). The JIA categories included Systemic JIA 18.9% (57), Oligoarticular JIA 19.2% (83), Polyarticular RF + ve 5% (15), Polyarticular RF-ve 17.9% (54), Enthesitis Related Arthritis (ERA) 18.2% (55), Psoriatic Arthritis 7% (21) and undifferentiated JIA 5.6% (17). As regards treatment the commonest therapies were NSAID therapy at 31.1%, synthetic DMARDs at 18.1%, synthetic DMARDs combined with NSAIDs at 17.5% and steroid therapy at 9.6%. Biological DMARDs accounted for 2.3% of therapies offered to our patients at diagnosis. The average JADAS score was 10.3 (range 4.8-18.2) and the average CHAQ score was 1.3 (range 0.7-2.0).

CONCLUSION

Our study highlights strategies involved in setting up a Pan-African paediatric rheumatology registry that embraces our broad diversity and the vast spectrum of JIA in Africa while comparing the various therapies available to our patients. The PAFLAR JIA registry strives to ensure a comprehensive representation of the diverse healthcare landscapes within the continent. Further longitudinal observation studies are required to ascertain the long-term outcomes of our patients and ultimately help inform policy to create a more favorable health ecosystem to support the healthcare needs of JIA patients in Africa.

An Overview of Reviews to Inform Organization-Level Interventions to Address Burnout in Rheumatologists

OBJECTIVE

To identify organization-directed strategies that could be implemented to prevent burnout among rheumatologists.

METHODS

A search of English language articles published 2011 or later was conducted on Cochrane Database of Systematic Reviews, Embase, Medline, and PsycInfo on January 25, 2022. Included reviews had ≥ 1 primary studies with ≥ 10% of participants who were physicians, recorded burnout as an outcome, and described an organization-directed intervention to prevent burnout. Overlap of primary studies across reviews was assessed. The final review inclusion was determined by study quality, minimization of overlap, and maximization of intervention breadth. The A Measurement Tool to Assess Systematic Reviews (AMSTAR) 2 tool was used for quality assessment. Included studies and interventions were assessed by rheumatologists for their applicability to rheumatology.

RESULTS

A total of 17 reviews, including 15 systematic reviews, 1 realist review, and 1 umbrella review were included. AMSTAR 2 quality ratings classified 5 systematic reviews as low quality, 1 as moderate, and 9 as critically low. There was significant heterogeneity between and within reviews. Six conducted a metaanalysis and 11 provided a qualitative summary of findings. The following intervention types were identified as having possible applicability to rheumatology: physician workflow and organizational strategies; peer support and formal communication training; leadership support; and addressing stress, mental health, and mindfulness. Across interventions, mindfulness had the highest quality of evidence to support its effectiveness.

CONCLUSION

Although the quality of evidence for interventions to prevent burnout in physicians is low, promising strategies such as mindfulness have been identified.

Challenges in the Management of Psoriatic Arthritis in Latin America: A Systematic Review

PURPOSE

In 2020, the International League of Associations for Rheumatology published recommendations for managing psoriatic arthritis (PsA), aiming to adapt the Group for Research and Assessment of Psoriasis and Psoriatic Arthritis and the European Alliance of Associations for Rheumatology recommendations to low-income countries. At that time, the paucity of clinical studies examining the management of patients with PsA in Latin America was remarked on by the international working group. Therefore, the primary objective of this systematic literature review was to investigate the main challenges in managing PsA in Latin America as described in recent publications.

METHODS

A systematic literature review of trials reporting at least one challenge/difficulty in the management of PsA in Latin America was conducted following the Preferred Reporting Items for Systematic Reviews and Meta-Analyses guidelines. References published in the PubMed, EMBASE, and LILACS (Latin American and Caribbean Health Sciences Literature) databases between 1980 and February 2023 were included. The selection of references was conducted independently by 2 researchers in the Rayyan Qatar Computing Research Institute program. Two other reviewers independently extracted data. All challenges were noted and categorized into domains. Data analysis was descriptive.

FINDINGS

The search strategy yielded 2085 references, with 21 studies included in the final analysis. Most studies were conducted in Brazil (66.6%; n = 14) and were observational studies (100%; N = 21). Difficulties faced by PsA patients and physicians included the high incidence of opportunistic infections (described in 42.8% of the publications; n = 9), followed by nonadherence to therapy, discordance between patients and physicians regarding remission rates, low drug persistence, limited access to disease-modifying antirheumatic drugs, issues related to the storage of biologic drugs, elevated cost of biologic drugs, limited access to medical care, diagnostic delay, and the individual- and country-level impact of socioeconomic factors on work- and health-related outcomes.

IMPLICATIONS

Challenges in the management of PsA in Latin America extend beyond the care of opportunistic infections, encompassing several other socioeconomic factors. More research is needed to better understand the peculiarities of treating PsA in Latin America to improve patient care. PROSPERO identifier: CRD42021228297.

Smartphone-Assisted Patient-Initiated Care Versus Usual Care in Patients With Rheumatoid Arthritis and Low Disease Activity: A Randomized Controlled Trial

OBJECTIVE

We developed a smartphone application for patients with rheumatoid arthritis (RA) that allows them to self-monitor their disease activity in between clinic visits by answering a weekly Routine Assessment of Patient Index Data 3. This study was undertaken to assess the safety (noninferiority in the Disease Activity Score in 28 joints using the erythrocyte sedimentation rate [DAS28-ESR]) and efficacy (reduction in number of visits) of patient-initiated care assisted using a smartphone app, compared to usual care.

METHODS

A 12-month, randomized, noninferiority clinical trial was conducted in RA patients with low disease activity and without treatment changes in the past 6 months. Patients were randomized 1:1 to either app-supported patient-initiated care with a scheduled follow-up consultation after a year (app intervention group) or usual care. The coprimary outcome measures were noninferiority in terms of change in DAS28-ESR score after 12 months and the ratio of the mean number of consultations with rheumatologists between the groups. The noninferiority limit was 0.5 difference in DAS28-ESR between the groups.

RESULTS

Of the 103 randomized patients, 102 completed the study. After a year, noninferiority in terms of the DAS28-ESR score was established, as the 95% confidence interval (95% CI) of the mean ΔDAS28-ESR between the groups was within the noninferiority limit: -0.04 in favor of the app intervention group (95% CI -0.39, 0.30). The number of rheumatologist consultations was significantly lower in the app intervention group compared to the usual care group (mean ± SD 1.7 ± 1.8 versus 2.8 ± 1.4; visit ratio 0.62 [95% CI 0.47, 0.81]).

CONCLUSION

Patient-initiated care supported by smartphone self-monitoring was noninferior to usual care in terms of the ΔDAS28-ESR and led to a 38% reduction in rheumatologist consultations in RA patients with stable low disease activity.

Rheumatology manpower in the public system in Catalonia (Spain)

OBJECTIVE

To determine the current state of Rheumatology in Catalonia and to update the information regarding previous studies.

MATERIAL AND METHODS DESIGN

Observational, descriptive and cross-sectional study. Data collection from January to June 2017.

SAMPLE

Rheumatologists practising public healthcare activity in Catalonia. An online questionnaire was sent to gather individual data and data from rheumatology services/sections.

RESULTS

Information was obtained on 109 rheumatologists: 39 men and 70 women; mean age: 47±9 years. The number of rheumatologists has increased by 8% over the past 5 years. One hundred and one (92.7%) doctors qualified as rheumatologists through the MIR. Rheumatology practice was mostly in a hospital setting: 68 (62.4%) physicians. Ninety-six (88.1%) rheumatologists were full-time practitioners. Fifty-four (50%) rheumatologists also practiced in the private sector. Clinical practice was predominant: 76% of daily time was devoted to this area. Of note, it was found that most of the rheumatology services, 24 (705), were dependent hierarchically on other services, namely internal medicine and orthopaedic surgery. There are still 6 hospitals in Catalonia without a rheumatologist.

CONCLUSIONS

The number of rheumatologists in the public health sector of Catalonia has increased over the past 5 years. The mean age of rheumatologists is advanced and there is a clear predominance of female practitioners in the specialty. Many rheumatology services depend on other services. Rheumatology activity is primarily focussed in the city of Barcelona.

Systematic Review of Outcomes and Patient Experience with Virtual Care in Rheumatoid Arthritis

OBJECTIVE

To conduct a systematic review on patient outcomes of virtual care compared to conventional care in rheumatoid arthritis (RA) including disease activity and patient experience.

METHODS

A systematic search of MEDLINE, EMBASE, CINAHL, and the Cochrane Central Register of Controlled Trials was performed from database inception to 03/19/2020. Observational and randomized controlled trials (RCTs) describing the use of RA virtual care supplanting conventional visits and reporting on disease activity and/or patient experience were included. A narrative synthesis of results was conducted as a meta-analysis was not possible due to heterogeneity of study designs and outcome reporting.

RESULTS

352 studies were identified, and 6 were selected for final inclusion: 3 were RCTs and 3 were observational studies. Disease activity and patient experience were comparable between virtual and conventional care models. In addition, one RCT found no difference in observed outcomes between virtual care delivered by a rheumatologist and by a rheumatology nurse. Virtual care was found to have additional benefits for improved treatment adherence, maintenance of functional status, and quality of life. The overall risk of bias was low in 2/3 RCTs, but high in the observational studies. Study quality was limited by incomplete data reporting, lack of sample size justification and sufficient timeframe to assess objectives.

CONCLUSIONS

There is limited evidence that virtual RA care is an acceptable alternative to conventional care, maintaining comparable patient outcomes and experience of care. Additional research into effective implementation strategies and long-term health system and patient outcomes of virtual care are needed.

SIGNIFICANCE AND INNOVATIONS

There is a paucity of research in the use of virtual care for rheumatology, especially describing the ability of virtual care modalities to supplant in person visits. Virtual care for rheumatoid arthritis (RA) management appears in the short term to provide equivalent control of disease activity and good patient experience compared to conventional follow-up strategies. Future studies should evaluate the long-term impacts of virtual care on RA outcomes and health service utilization.

Current status of the rheumatologists' workforce in Latin America: a PANLAR collaborative study

INTRODUCTION

Studies conducted by various scientific societies have shown that the demand for specialized rheumatology care is greater than the projected growth of the workforce. Our research aims to assess the current status of the rheumatology workforce in Latin America.

METHOD

This is a descriptive, cross-sectional study. A survey was created on the RedCap platform. Data were analyzed with STATA 15® Software. We present descriptive analyses. The rate of inhabitants per rheumatologist was calculated using the number of rheumatologists practicing in each country and the inhabitants for year 2020.

RESULTS

Our sample was composed by 19 PANLAR member countries in Latin America. Latin America has one rheumatologist per 106,838 inhabitants. The highest rate of rheumatologist per inhabitants was found in Uruguay (1 per 27,426 inhabitants), and the lowest was found in Nicaragua (1 per 640,648 inhabitants). Mean age was 51.59 (SD12.70), ranging between 28 and 96 years of age. Mean monthly compensation was USD $2382.6 (SD$1462.5). The country with lowest salary was Venezuela ($197), whereas the highest was Costa Rica ($4500).

CONCLUSIONS

There is a high variability in rheumatologists' workforce characteristics in Latin America. These results could lead to policies aiming to increase the availability and income of rheumatologists, in order to increase opportunity and quality of care of patients living with rheumatic diseases. Key Points • The rheumatologists' workforce varies significantly among Latin American countries. • The supply of rheumatologists is insufficient for meeting the increasing need for specialists in this field.

Challenges, collaboration, and innovation in rheumatology education during the COVID-19 pandemic: leveraging new ways to teach

The novel coronavirus disease (COVID-19) pandemic has significantly impacted the field of rheumatology, in both the delivery of clinical care and didactic education for our trainees. These changes have generated significant strain for program directors and clinical educators who have had to leverage technology and develop new systems to ensure continued trainee education and assessment. We aim to outline the impacts on formal education programs presented by these unprecedented disruptions, describe the development and deployment of online teaching, reflect on the challenges and opportunities for technology-enabled learning and use of social media for education, and give some international perspectives on impacts on postgraduate rheumatology training outside the USA. With the rapid dissolution of barriers in place during the pre-COVID-19 era, we have the opportunity to assess the efficacy of new methods of care and further integrate technology into teaching and assessment. We propose that a hybrid in-person and technology-enabled learning approach, so-called blended learning, is likely to remain the most desirable future model for supporting trainee learning.

Codevelopment of Patient Self-Examination Methods and Joint Count Reporting for Rheumatoid Arthritis

Objective

To determine whether training increases accuracy of self‐reported joint counts in people with rheumatoid arthritis (RA) and describe the knowledge and techniques for self‐examination of joints for reporting of RA disease activity.

Methods

This mixed‐methods study included 10 patients with RA and four rheumatologists. A rheumatologist presented about joint inflammation and disease monitoring in RA. Patients then self‐examined and reported 28‐tender joint count (28‐TJC) and 28‐swollen joint count (28‐SJC). Next, two paired rheumatologists examined patients and reported 28‐TJC and 28‐SJC. After watching a joint examination video for training physicians, patients discussed their training needs for self‐examination, with discussion analyzed using thematic analysis. Self‐examination techniques were determined by consensus. Finally, patients self‐examined and reported 28‐TJC and 28‐SJC. Reliability between the first and second patient‐reported 28‐TJCs and 28‐SJCs and rheumatologist pair‐reported 28‐TJC and 28‐SJC was determined with the intraclass coefficient.

Results

The reliability for patient self‐reported joint counts was higher for the 28‐TJC than for the 28‐SJC. Reliability improved following rheumatologist examination and training. Patients identified a preference for practical information rather than detailed information on joint anatomy and pathophysiology. Clear definitions of “swollen” and “tender” were important; patients found the concept of “tenderness” difficult. Techniques for self‐examination and reporting of joint counts were agreed on and demonstrated in an instructional video.

Conclusion

Training increased reliability of patient‐reported joint counts. Patients with RA identified important aspects of training for self‐examination and reporting of joint counts. An 8‐minute instructional video was codeveloped; the next step is the evaluation of the video’s impact on patient‐reported joint counts.

Examining Racial Differences in Access to Primary Care for People Living with Lupus: Use of Ambulatory Care Sensitive Conditions to Measure Access

Background

People living with lupus may experience poor access to primary care and delayed specialty care.

Purpose

To identify characteristics that lead to increased odds of poor access to primary care for minorities hospitalized with lupus.

Methods

Cross-sectional design with 2011-2012 hospitalization data from South Carolina, North Carolina, and Florida. We used ICD-9 codes to identify lupus hospitalizations. Ambulatory care sensitive conditions were used to identify preventable lupus hospitalizations and measure access to primary care. Logistic regression was used to estimate the odds ratio for the association between predictors and having poor access to primary care. Sensitivity analysis excluded patients aged >65 years.

Results

There were 23,154 total lupus hospitalizations, and 2,094 (9.04%) were preventable. An adjusted model showed minorities aged ≥65 years (OR 2.501, CI 1.501, 4.169), minorities aged 40-64 years (OR 2.248, CI: 1.394, 3.627), minorities with Medicare insurance (OR 1.669, CI:1.353,2.059) and minorities with Medicaid (OR 1.662,CI:1.321, 2.092) had the highest odds for a preventable lupus hospitalization. Minorities with Medicare had significantly higher odds for ≥3 hospital days (OR 1.275, CI: 1.149, 1.415). Whites with Medicare (OR 1.291, CI: 1.164, 1.432) had the highest odds for ≥3 days.

Conclusions

Our data show that middle-aged minorities living with lupus and on public health insurance have a higher likelihood of poor access to primary care. Health care workers and policymakers should develop plans to identify patients, explore issues affecting access, and place patients with a community health worker or social worker to promote better access to primary care.

Rheumatology Manpower in the Public System in Catalonia (Spain)

OBJECTIVE

To determine the current state of Rheumatology in Catalonia and to update the information regarding previous studies.

MATERIAL AND METHODS DESIGN

Observational, descriptive and cross-sectional study. Data collection from January to June 2017.

SAMPLE

Rheumatologists practising public healthcare activity in Catalonia. An online questionnaire was sent to gather individual data and data from rheumatology services/sections.

RESULTS

Information was obtained on 109 rheumatologists: 39 men and 70 women; mean age: 47±9 years. The number of rheumatologists has increased by 8% over the past 5 years. One hundred and one (92.7%) doctors qualified as rheumatologists through the MIR. Rheumatology practice was mostly in a hospital setting: 68 (62.4%) physicians. Ninety-six (88.1%) rheumatologists were full-time practitioners. Fifty-four (50%) rheumatologists also practiced in the private sector. Clinical practice was predominant: 76% of daily time was devoted to this area. Of note, it was found that most of the rheumatology services, 24 (705), were dependent hierarchically on other services, namely internal medicine and orthopaedic surgery. There are still 6 hospitals in Catalonia without a rheumatologist.

CONCLUSIONS

The number of rheumatologists in the public health sector of Catalonia has increased over the past 5 years. The mean age of rheumatologists is advanced and there is a clear predominance of female practitioners in the specialty. Many rheumatology services depend on other services. Rheumatology activity is primarily focussed in the city of Barcelona.

Patient and clinician views on an app for rheumatoid arthritis disease monitoring: Function, implementation and implications

AIM

Best practice management for rheumatoid arthritis (RA) involves regular clinical assessment of RA disease activity. This is not achievable with current rheumatology systems of care. We aimed to use opinions from people with RA and their specialist rheumatology healthcare professionals to inform development of a mobile app for people with RA for recording their disease activity data for potential integration into clinical service, and assess usability of the app.

METHOD

In phase 1 we interviewed nine people with RA and seven healthcare professionals. In phase 2 we developed an app with professional software developers. In phase 3 we evaluated app usability for people with RA using the System Usability Scale (SUS).

RESULTS

Interview data showed four themes regarding functionality and implementation of a patient-held app in RA care: (a) variable app acceptance and readiness; (b) app use to reduce barriers; (c) pros and cons of patient-reported outcomes; and (d) allocation of clinics by need. The app developed has high usability in people with RA using the app on their own device for a month (SUS 79.5, n = 16) or using the app on a study device for 10 minutes (SUS 83, n = 100).

CONCLUSION

People with RA and healthcare professionals have clearly identified features, benefits and risks of an app for self-assessment of RA and incorporation into clinical care. An app developed informed by these opinions has high usability. Next steps are development and validation of a method of patient-performed joint counts, and implementation, with evaluation, in the clinical setting.

Online Resources for Enhancing Clinical Knowledge and Skills

"E-learning" refers to instruction occurring via digital media and ideally uses an engaging and learner-centered approach. Advantages of e-learning methods include (1) they can enable consistent messages, (2) they may use novel instructional methods, and (3) they enable documentation of usage and assessment. This article discusses principles for and challenges to developing e-learning materials. The authors provide a collection of available e-learning materials used to teach adult and pediatric rheumatology developed by individuals, professional societies, and private companies. Finally, they discuss challenges to using e-learning materials.