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Record W4319294941 · doi:10.1097/ms9.0000000000000157

Disease-specific recommendation for rehabilitation: perspective from neurodegenerative diseases

2023· article· en· W4319294941 on OpenAlexaboutno aff
Ikramul Hasan, Md Selim Reza, Syed Shabbir Haider, M. Emdadul Haque, Talha Bin Emran

Bibliographic record

VenueAnnals of Medicine and Surgery · 2023
Typearticle
Languageen
FieldMedicine
TopicCerebral Palsy and Movement Disorders
Canadian institutionsnot available
Fundersnot available
KeywordsRehabilitationMedicineDiseaseHealth careReferralPsychological interventionQuality of life (healthcare)Physical medicine and rehabilitationPhysical therapyFamily medicineNursingPathology

Abstract

fetched live from OpenAlex

Dear Editor, Rehabilitation is defined by the WHO as ‘a set of interventions designed to optimize functioning and reduce disability in individuals with health conditions in interaction with their environment’1,2. The health conditions causing disability and compromised functioning can be chronic disease, injuries, trauma, or even aging. The universal health coverage (UHC) target of the sustainable development goals included ‘rehabilitation’ as an essential health service3. Properly designed rehabilitation services can improve the quality of life which ultimately will be a very useful tool to achieve sustainable development goal. However, in the low- and middle-income countries like Bangladesh, inequity is present in every aspect of rehabilitation services. A disease-specific rehabilitation service, like rehabilitation for the people with Parkinson, is scared here. In fact, rehabilitation can improve the quality of life of people with Parkinson’s and even might be able to deter the progression of the disease if proper rehabilitation services are given in the early stages of this disease. As Parkinson’s disease is an ailment originated from neurodegeneration, in the primary healthcare facilities the patients are treated by only medication to tackle the neurodegenerative progression4. The problem lies in the identification of needs. So, integration of disease-specific recommendation for rehabilitation (DSRR) in the health policy is a must to ensure an effective continuum of care. Again, incorporation of DSRR will also pave the standardized referral pathways for the countries where rehabilitation services are rare in the primary level of healthcare. What is disease-specific recommendation for rehabilitation Every disease has its own prognosis and associated complication. The need for rehabilitation varies according to the disease and condition of the patient. However, we are calling DSRR as the protocol of rehabilitation for all possible chronic diseases and the referral pathways for rehabilitation for each disease. For example, in the case of Parkinson’s disease the need for rehabilitation at the early stage it not so severe but properly planned exercise can deter the progression of the disease and at the more sever stages of Parkinson’s disease rehabilitation can improve the quality of life5. WHO rehabilitation 2030 Call for action: Why Bangladesh needs disease-specific recommendation for rehabilitation? In responding to the pressing need for rehabilitation services worldwide WHO launched the ‘Rehabilitation 2030’ initiative in February 2017 and raised a ‘Call for action’6. In this initiative, ten areas for concentrated attention were identified to fulfill global needs for rehabilitation7. In Bangladesh, there is strong political commitment for achieving UHC but specific action or agenda for rehabilitation is absent here4. To strengthen rehabilitation program in national and subnational levels incorporation of this agenda is of utmost important. As Bangladesh is improving in its health service the life expectancy is also increasing as a result need for rehabilitation service is increasing. In Bangladesh, government sponsored healthcare facilities are provided in four levels: community level healthcare (in the rural level, provided by trained health worker), primary level healthcare (Upazila level, provided by medical graduate), secondary-level healthcare (district-level provided by medical graduates and specialist), and tertiary-level healthcare (city area, provided by specialist and experts)4. Unfortunately, rehabilitation service is only available in the tertiary-level healthcare as a result at the beginning of the treatment the need for rehabilitation is overlooked. DSRR will fill this gap. Again, incorporation of DSRR in the health system will enable general physicians to start the rehabilitation course immediately after diagnosis. Disease-specific recommendation for rehabilitation: In the context of Parkinson’s disease Parkinson’s disease, a neurodegenerative disorder primarily affects the dopaminergic neurons of substantiating region of the brain. As this region of the brain mainly control the movements, Parkinson’s disease always coupled with many forms of physical disabilities8. The primary signs of Parkinsonism are visible after 70–80% reduction of dopamine producing cells. With progression of the disease, dopamine further decreases, resulting in increased problems with movement control, muscular stiffness, tremor, mood, etc.9. Though it is not a life-threatening condition but it can hamper daily life and can even make dependent for fulfilling daily needs. However, Parkinson’s disease does not have any complete cure but the quality of life can be improved by means of proper blend of medication and rehabilitation10. Generalized relaxation techniques like gentle rocking can decrease excessive muscle tension and thereby can improve flexibility and also can improve range of motion for people with stiffness. Again, rhythmic initiation, deliberate turning movements of the extremities and chest, meditation, diaphragmatic breathing, etc. are some other rehabilitation techniques for managing Parkinson’s disease11. However, the detail protocol of rehabilitation for the people with Parkinson’s is described by the many organizations related to Parkinson’s disease like Parkinson Society Canada, Parkinson’s Disease Society of the United Kingdom, etc. but these type of organization is absent in low- and middle-income countries, like Bangladesh. As a result, people of Parkinson’s are being deprived of the holistic treatment. Recommendations on rehabilitation in health systems: Inclusion of disease-specific recommendation for rehabilitation Properly structured health strategy is of utmost important for better healthcare services. WHO provided eight recommendations on rehabilitation in health system. In its eight points at least four points have direct relationship with the health system12. However, to make the room for rehabilitation service in the health system of a country like Bangladesh, it is important to incorporate the referrals for rehabilitation from the community level health worker. People usually come to the community healthcare facilities at the initial stage of the treatment and as there is no structured rehabilitation recommendation exists, patients only come to know about the need for rehabilitation service when they go to the specialized healthcare facilities and in the later phases of Parkinson’s disease the rehabilitation may not be effective like the initial stages of the disease. Again, it can be a compensation for the absence of multidisciplinary rehabilitation workforce in the primary level of healthcare services. Ensuring a multidisciplinary workforce in all levels of healthcare facilities is a lengthy process in the low- or middle-income countries like Bangladesh. However, if the general physicians or the healthcare workers of the primary level are aware of the disease-specific recommendation of the rehabilitation services the patient should be able to get the required rehabilitation services from the early stages of the disease. Establishing intersectoral links by means of disease-specific recommendation for rehabilitation To ensure UHC, the complete sets of health requirements of every people should be addressed by the health system and service. Again, comorbidity is very common among the chronic and old patient. So it is of utmost important to strengthen the links between all the sectors of healthcare services to meet population needs efficiently and effectively, and without incorporating rehabilitation related pedagogy as a topic in all health education system it is impossible to make rehabilitation service available in the primary healthcare facilities7. Again the efforts for better understanding the DSRR will pave the evidence based protocol of the service. In terms of disease-specific rehabilitation there are many variations from country to country. So, a unified attempt for establishing disease-specific rehabilitation service will increase the networks and partnerships in rehabilitation between different countries. Provenance and peer review Not commissioned, externally peer reviewed. Ethical approval This case report has been reported in line with the Case Report (CARE) guidelines. Sources of funding None. Authors’ contribution I.H.: conceptualization, data curation, writing – original draft preparation, writing – reviewing and editing. M.S.R., S.S.H., and M.E.H.: data curation, writing – original draft preparation, writing – reviewing and editing. T.B.E.: writing – reviewing and editing, visualization, supervision. Conflicts of interest disclosure The authors declare that they have no financial conflict of interest with regard to the content of this report. Research registration unique identifying number (UIN) Not applicable. Guarantor Talha B. Emran.

Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.

How this classification was reachedexpand

Full frame machine prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.

metaresearch head score (Codex)0.011
metaresearch head score (Gemma)0.097
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Theoretical or conceptual · Consensus signal: none
GenreCandidate signal: Commentary · Consensus signal: Commentary
Teacher disagreement score0.021
Threshold uncertainty score0.059

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0110.097
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0020.002
Bibliometrics0.0020.003
Science and technology studies0.0020.004
Scholarly communication0.0060.011
Open science0.0030.003
Research integrity0.0210.030
Insufficient payload (model declined to judge)0.0140.008

Machine scores (provisional)

The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.

Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.

Opus teacher head0.140
GPT teacher head0.364
Teacher spread0.224 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designTheoretical or conceptual
Domainnot available
GenreCommentary

How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".

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Citations1
Published2023
Admission routes1
Has abstractyes

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