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1.
Complement Ther Med ; 80: 103017, 2024 Mar.
Artigo em Inglês | MEDLINE | ID: mdl-38218549

RESUMO

OBJECTIVES: Chinese herbal medicine (CHM) has been shown to be effective in autoimmune rheumatic diseases, but harmful herb-drug interactions might be inherent. We aim to review the evidence regarding herb-drug interactions between immunosuppressive drugs used in autoimmune rheumatic diseases and CHM. METHODS: We searched PubMed, EMBASE and CINAHL from inception till 30 April 2023 using keywords that encompassed 'herb-drug interactions', 'herbs' and 'immunosuppressants'. Articles were included if they contained reports about interactions between immunosuppressive drugs used in the treatment of rheumatic diseases with CHM. Level of evidence for each pair of interaction was graded using the algorithm developed by Colalto. RESULTS: A total of 65 articles and 44 unique pairs of interactions were identified. HDIs were reported for cyclophosphamide, cyclosporine, tacrolimus, methotrexate, mycophenolic acid, glucocorticoids, sulfasalazine, tofacitinib and biologic disease-modifying antirheumatic drugs. Among these, cyclosporine (n = 27, 41.5%) and tacrolimus (n = 19, 29.2%) had the highest number of documented interactions. Hypericum perforatum had the highest level of evidence of interaction with cyclosporine and tacrolimus. Consumption reduced the bioavailability and therapeutic effects of the drugs. Schisandra sphenanthera had the highest level of evidence of interaction with tacrolimus and increased the bioavailability of the drug. Majority of the articles were animal studies. CONCLUSION: Overall level of evidence for the included studies were low, though interactions between cyclosporine, tacrolimus, Hypericum perforatum and Schisandra sphenanthera were the most and well-documented. Healthcare professionals should actively enquire about the concurrent use of CHM in patients, especially when drugs with a narrow therapeutic index are consumed.


Assuntos
Ciclosporinas , Medicamentos de Ervas Chinesas , Animais , Humanos , Tacrolimo , Medicamentos de Ervas Chinesas/efeitos adversos , Imunossupressores/uso terapêutico , Interações Ervas-Drogas , Óleos de Plantas
2.
BMC Musculoskelet Disord ; 24(1): 417, 2023 May 25.
Artigo em Inglês | MEDLINE | ID: mdl-37231406

RESUMO

BACKGROUND: Interventions provided after hip fracture surgery have been shown to reduce mortality and improve functional outcomes. While some systematic studies have evaluated the efficacy of post-surgery interventions, there lacks a systematically rigorous examination of all the post-surgery interventions which allows healthcare providers to easily identify post-operative interventions most pertinent to patient's recovery. OBJECTIVES: We aim to provide an overview of the available evidence on post-surgery interventions provided in the acute, subacute and community settings to improve outcomes for patients with hip fractures. METHODS: We performed a systematic literature review guided by the Preferred Reporting Items for Systematic review and Meta-Analysis (PRISMA). We included articles that were (1) randomized controlled trials (RCTs), (2) involved post-surgery interventions that were conducted in the acute, subacute or community settings and (3) conducted among older patients above 65 years old with any type of non-pathological hip fracture that was surgically treated, and who were able to walk without assistance prior to the fracture. We excluded (1) non-English language articles, (2) abstract-only publications, (3) articles with only surgical interventions, (4) articles with interventions that commenced pre-surgery or immediately upon completion of surgery or blood transfusion, (5) animal studies. Due to the large number of RCTs identified, we only included "good quality" RCTs with Jadad score ≥ 3 for data extraction and synthesis. RESULTS: Our literature search has identified 109 good quality RCTs on post-surgery interventions for patients with fragility hip fractures. Among the 109 RCTs, 63% of the identified RCTs (n = 69) were related to rehabilitation or medication/nutrition supplementation, with the remaining RCTs focusing on osteoporosis management, optimization of clinical management, prevention of venous thromboembolism, fall prevention, multidisciplinary approaches, discharge support, management of post-operative anemia as well as group learning and motivational interviewing. For the interventions conducted in inpatient and outpatient settings investigating medication/nutrition supplementation, all reported improvement in outcomes (ranging from reduced postoperative complications, reduced length of hospital stay, improved functional recovery, reduced mortality rate, improved bone mineral density and reduced falls), except for a study investigating anabolic steroids. RCTs involving post-discharge osteoporosis care management generally reported improved osteoporosis management except for a RCT investigating multidisciplinary post-fracture clinic led by geriatrician with physiotherapist and occupational therapist. The trials investigating group learning and motivational interviewing also reported positive outcome respectively. The other interventions yielded mixed results. The interventions in this review had minor or no side effects reported. CONCLUSIONS: The identified RCTs regarding post-surgery interventions were heterogeneous in terms of type of interventions, settings and outcome measures. Combining interventions across inpatient and outpatient settings may be able to achieve better outcomes such as improved physical function recovery and improved nutritional status recovery. For example, nutritional supplementation could be made available for patients who have undergone hip fracture surgery in the inpatient settings, followed by post-discharge outpatient osteoporosis care management. The findings from this review can aid in clinical practice by allowing formulation of thematic program with combination of interventions as part of bundled care to improve outcome for patients who have undergone hip fracture surgery.


Assuntos
Fraturas do Quadril , Osteoporose , Humanos , Densidade Óssea , Fraturas do Quadril/cirurgia , Fraturas do Quadril/reabilitação , Cuidados Pós-Operatórios , Ensaios Clínicos Controlados Aleatórios como Assunto
3.
PLoS One ; 17(6): e0265423, 2022.
Artigo em Inglês | MEDLINE | ID: mdl-35661153

RESUMO

BACKGROUND: Older adults aged 65 years and above have a disproportionately higher utilization of emergency healthcare, of which Emergency Department (ED) visits are a key component. They experience higher degree of multimorbidity and mobility issues compared to younger patients, and are consequently more likely to experience a health event which requires an ED visit. During their visit, older adults tend to require more extensive workup, therefore spending a greater amount of time in the ED. Compared to the younger population, older adults are more susceptible to adverse events following discharge. Considering these factors, investigating the determinants of ED utilisation would be valuable. In this paper, we present a protocol for a systematic review of the determinants of ED utilisation among communitydwelling older adults aged 65 years and above, applying Andersen and Newman's model of healthcare utilisation. Furthermore, we aim to present other conceptual frameworks for healthcare utilisation and propose a holistic approach for understanding the determinants of ED utilisation by older persons. METHODS: The protocol is developed in accordance with the standards of Campbell Collaboration guidelines for systematic reviews, with reference to the Cochrane Handbook for Systematic Review of Interventions. Medline, Embase and Scopus will be searched for studies published from 2000 to 2020. Studies evaluating more than one determinant for ED utilisation among older adults aged 65 years and above will be included. Search process and selection of studies will be presented in a PRISMA flow chart. Statistically significant (p < 0.05) determinants of ED utilisation will be grouped according to individual and societal determinants. Quality of the studies will be assessed using Newcastle Ottawa Scale (NOS). DISCUSSION: In Andersen and Newman's model, individual determinants include predisposing factors, enabling and illness factors, and societal determinants include technology and social norms. Additional conceptual frameworks for healthcare utilisation include Health Belief Model, Social Determinants of Health and Big Five personality traits. By incorporating the concepts of these models, we hope to develop a holistic approach of conceptualizing the factors that influence ED utilisation among older people. SYSTEMATIC REVIEW REGISTRATION: This protocol is registered on 8 May 2021 with PROSPERO's International Prospective Register of Systematic Reviews (CRD42021253770).


Assuntos
Atenção à Saúde , Serviço Hospitalar de Emergência , Idoso , Idoso de 80 Anos ou mais , Humanos , Alta do Paciente , Revisões Sistemáticas como Assunto
4.
Ann Acad Med Singap ; 51(3): 170-179, 2022 03.
Artigo em Inglês | MEDLINE | ID: mdl-35373240

RESUMO

INTRODUCTION: Adults aged ≥60 years contribute to disproportionately higher visits to the emergency departments (ED). We performed a systematic review to examine the reasons why older persons visit the ED in Singapore. METHODS: We searched Medline, Embase and Scopus from January 2000 to December 2021 for studies reporting on ED utilisation by older adults in Singapore, and included studies that investigated determinants of ED utilisation. Statistically significant determinants and their effect sizes were extracted. Determinants of ED utilisation were organised using Andersen and Newman's model. Quality of studies was evaluated using Newcastle Ottawa Scale and Critical Appraisal Skills Programme. RESULTS: The search yielded 138 articles, of which 7 were used for analysis. Among the significant individual determinants were predisposing (staying in public rental housing, religiosity, loneliness, poorer coping), enabling (caregiver distress from behavioural and psychological symptoms of dementia) and health factors (multimorbidity in patients with dementia, frailty, primary care visit in last 6 months, better treatment adherence). The 7 included studies are of moderate quality and none of them employed conceptual frameworks to organise determinants of ED utilisation. CONCLUSION: The major determinants of ED utilisation by older adults in Singapore were largely individual factors. Evaluation of societal determinants of ED utilisation was lacking in the included studies. There is a need for a more holistic examination of determinants of ED utilisation locally based on conceptual models of health seeking behaviours.


Assuntos
Serviço Hospitalar de Emergência , Fragilidade , Idoso , Idoso de 80 Anos ou mais , Comportamentos Relacionados com a Saúde , Humanos , Pessoa de Meia-Idade , Singapura
5.
BMJ Case Rep ; 14(8)2021 Aug 24.
Artigo em Inglês | MEDLINE | ID: mdl-34429287

RESUMO

During the COVID-19 pandemic, precautionary measures taken by various countries include individual movement restrictions causing significant lifestyle changes and affecting dietary patterns. A 23-year-old woman presented with reduced left eye vision over 1 week and amenorrhea for 4 months. She was diagnosed with severe iron-deficiency anaemia causing central retinal vein occlusion and amenorrhea. During the lockdown, there was a change in her diet with greatly reduced iron intake. Iron is an essential mineral for retina metabolism and function. Iron supplementation was done with improvement in her vision. This case demonstrates the potential impact of lockdown measures on nutrition and health. Education of the general population on maintaining appropriate nutrition during periods of movement restriction is important and that nutritional evaluation and supplementation should be considered in patients with drastic changes in dietary pattern.


Assuntos
Anemia Ferropriva , COVID-19 , Oclusão da Veia Retiniana , Adulto , Amenorreia/etiologia , Anemia Ferropriva/etiologia , Controle de Doenças Transmissíveis , Feminino , Humanos , Pandemias , Oclusão da Veia Retiniana/etiologia , SARS-CoV-2 , Adulto Jovem
6.
Acupunct Med ; 39(6): 629-636, 2021 Dec.
Artigo em Inglês | MEDLINE | ID: mdl-34049443

RESUMO

BACKGROUND: Conventional therapy may be inadequate for many patients with axial spondyloarthritis (axSpA). Traditional Chinese medicine (TCM) may be a viable alternative, but its effectiveness for axSpA is unknown. We are currently conducting a pragmatic randomised controlled trial (RCT) to investigate the effectiveness of a TCM collaborative model of care (TCMCMC), which combines usual rheumatologic care with acupuncture for patients with axSpA. This nested qualitative sub-study aims to identify facilitators of and barriers to the implementation of the TCMCMC. METHODS: We conducted individual in-depth interviews with participants who had completed the acupuncture regimen to elicit opinions on the facilitators of and barriers to the implementation of the TCMCMC. The interviews were transcribed and analysed using thematic analysis. RESULTS: Twelve participants were included, with data saturation occurring after 10 interviews. The analysis revealed both a number of important 'facilitators' and 'barriers'. Facilitators to the implementation of the TCMCMC included effectiveness of TCM to relieve symptoms, inadequacy of conventional treatment and positive social perceptions of TCM. Barriers included scepticism towards TCM, inability of TCM to provide instant relief, needle-related discomfort, variable effectiveness of TCM influenced by physicians' skills and experience and the high cost of TCM. Recommendations to overcome barriers included further patient education about TCM. CONCLUSION: Policymakers should take into account the various feasibility factors identified in this study when developing and implementing a TCMCMC. TRIAL REGISTRATION NUMBER: NCT03420404 (ClinicalTrials.gov).


Assuntos
Terapia por Acupuntura , Espondilartrite/terapia , Adulto , Idoso , Feminino , Humanos , Masculino , Medicina Tradicional Chinesa , Pessoa de Meia-Idade , Pesquisa Qualitativa , Resultado do Tratamento , Adulto Jovem
7.
Int J Rheum Dis ; 24(5): 623-632, 2021 May.
Artigo em Inglês | MEDLINE | ID: mdl-33704897

RESUMO

OBJECTIVE: Patients with spondyloarthritis (SpA) may have a greater risk of falling due to poor postural balance and decreased mobility. To our best knowledge, there are no published reviews that study falls in patients with SpA. Therefore, we aim to systematically review the literature and identify the prevalence and risk factors of falls in patients with SpA. METHODS: We conducted a systematic review using 5 electronic databases: PubMed, EMBASE, Scopus, Web of Science and Google Scholar using controlled vocabulary terms (eg MeSH terms) in the search strategy for the concepts: falls, fall risk, SpA and its subtypes. RESULTS: We identified 7279 articles, of which 3 studies with a total of 441 patients were included. Prevalence of falls ranged from 13% to 25%. We identified 16 main factors across 5 categories. Under socio-demographic factors, functional limitation, decreased quality of life, advanced age and job loss were associated with an increased risk of falls. Poor balance and mobility and fear of falling were associated with increased risk of falls. Active disease and symptoms of SpA were medical factors that were associated with increased risk of falls. Medication factors including polypharmacy, myorelaxants and antidepressants were not associated with increased fall risk. CONCLUSION: We identified potentially modifiable risk factors associated with increased risk of falls in patients with SpA, including functional limitation, poor balance and mobility, fear of falling and active disease. Clinicians should recognize these factors and address them in the holistic management of patients with SpA, thereby reducing falls and their complications.


Assuntos
Acidentes por Quedas/estatística & dados numéricos , Equilíbrio Postural , Qualidade de Vida , Espondilite Anquilosante/epidemiologia , Idoso , Medo , Feminino , Humanos , Masculino , Pessoa de Meia-Idade , Prevalência , Fatores de Risco , Espondilite Anquilosante/psicologia
8.
Clin Rheumatol ; 40(4): 1567-1573, 2021 Apr.
Artigo em Inglês | MEDLINE | ID: mdl-32880051

RESUMO

BACKGROUND: YouTube is a popular online platform where patients often visit for information. However, the validity of the content on spondyloarthritis (SpA) on YouTube is not known. OBJECTIVES: To evaluate the content, reliability, and quality of the most viewed English-language YouTube videos on SpA. METHODS: Keywords "spondyloarthritis," "spondyloarthropathy," and "ankylosing spondylitis" were searched on YouTube on October 7, 2019. The top 270 videos were screened. Videos were excluded if they were irrelevant, in non-English language, or if they had no audio. Total number of views, duration on YouTube (days), video length, upload date, and number of likes, dislikes, subscribers, and comments were recorded for videos. A modified 5-point DISCERN tool and the 5-point Global Quality Scale (GQS) score were used to assess the reliability and quality of the videos. RESULTS: Two hundred videos were included in the final analysis (62% from healthcare professionals, 37% from patients, and 2% from news channels). Useful information, useful patient opinion, misleading patient opinion, and misleading information comprised o60%, 26%, 11%, and 3% of videos respectively. Majority of misleading videos were uploaded by patients (82%). Misleading videos commonly included wrong clinical features and unproven alternative treatments of SpA. Videos by healthcare professionals had more useful information, higher reliability, and GQS scores. CONCLUSIONS: Majority of YouTube videos have useful information on SpA and are important educational sources to patients. However, rheumatologists should be aware that misleading patient opinions on alternative therapies can contain inaccurate information and should hence actively correct these misinformation during their clinic consults Key Points • The majority of videos on Spondyloarthritis found on YouTube are deemed useful and are uploaded by healthcare professionals. • The majority of misleading videos were uploaded by patients and the main theme of misinformation was on clinical features and treatment of spondyloarthritis.


Assuntos
Mídias Sociais , Espondilartrite , Humanos , Disseminação de Informação , Idioma , Reprodutibilidade dos Testes , Espondilartrite/terapia
9.
BMC Complement Med Ther ; 20(1): 335, 2020 Nov 09.
Artigo em Inglês | MEDLINE | ID: mdl-33167947

RESUMO

BACKGROUND: Medical professionalism is important for establishing public trust in doctors. Its definition is culture-sensitive. However, no research has explored medical professionalism in Traditional Chinese Medicine (TCM) practitioners. This study aims to (a) establish the domains of professionalism in TCM practitioners in Singapore, and to (b) compare the domains of professionalism of practitioners trained in TCM and practitioners trained in conventional medicine. METHODS: Data for this qualitative study was collected through in-depth interviews (IDIs) with TCM practitioners. IDIs were audio-recorded and transcribed verbatim. Thematic analysis was conducted by two independent coders using the Professionalism Mini-Evaluation Exercise (P-MEX) as a framework. The domains of professionalism in TCM and conventional medicine were then compared, using data from a similar study on professionalism in practitioners trained in conventional medicine. RESULTS: A total of 27 TCM practitioners (40.7% male) participated in this study. The four domains of professionalism in the P-MEX, namely doctor-patient relationship skills, reflective skills, time management and inter-professional relationship skills, and two new sub-domains, "communicated effectively with patient" and "demonstrated understanding and integrated with conventional medicine", were relevant to TCM practitioners. This is largely similar to that of practitioners trained in conventional medicine, with a few differences, including "ensured continuity of care" and "used health resources appropriately". CONCLUSION: The domains of professionalism in TCM practitioners were established and they are similar to that of practitioners trained in conventional medicine. This study is the first to define medical professionalism in TCM practitioners. Findings will provide guidance on the education of professionalism in TCM practitioners.


Assuntos
Medicina Tradicional Chinesa , Relações Médico-Paciente , Profissionalismo , Adulto , Idoso , Feminino , Humanos , Masculino , Pessoa de Meia-Idade , Pesquisa Qualitativa , Singapura , Gerenciamento do Tempo
10.
J Med Internet Res ; 22(10): e19179, 2020 10 09.
Artigo em Inglês | MEDLINE | ID: mdl-33034566

RESUMO

BACKGROUND: Medication adherence is essential for improving the health outcomes of patients. Various patient-reported outcome measures (PROMs) have been developed to measure medication adherence in patients. However, no study has summarized the psychometric properties of these PROMs to guide selection for use in clinical practice or research. OBJECTIVE: This study aims to evaluate the quality of the PROMs used to measure medication adherence. METHODS: This study was guided by the PRISMA (Preferred Reporting Items for Systematic Review and Meta-Analysis) guidelines. Relevant articles were retrieved from the EMBASE, PubMed, Cochrane Library, Web of Science, and CINAHL (Cumulative Index to Nursing and Allied Health Literature) databases. The PROMs were then evaluated based on the COnsensus-based Standards for the selection of health Measurement Instruments (COSMIN) guidelines. RESULTS: A total of 121 unique medication adherence PROMs from 214 studies were identified. Hypotheses testing for construct validity and internal consistency were the most frequently assessed measurement properties. PROMs with at least a moderate level of evidence for ≥5 measurement properties include the Adherence Starts with Knowledge 20, Compliance Questionnaire-Rheumatology, General Medication Adherence Scale, Hill-Bone Scale, Immunosuppressant Therapy Barrier Scale, Medication Adherence Reasons Scale (MAR-Scale) revised, 5-item Medication Adherence Rating Scale (MARS-5), 9-item MARS (MARS-9), 4-item Morisky Medication Adherence Scale (MMAS-4), 8-item MMAS (MMAS-8), Self-efficacy for Appropriate Medication Adherence Scale, Satisfaction with Iron Chelation Therapy, Test of Adherence to Inhalers, and questionnaire by Voils. The MAR-Scale revised, MMAS-4, and MMAS-8 have been administered electronically. CONCLUSIONS: This study identified 121 PROMs for medication adherence and provided synthesized evidence for the measurement properties of these PROMs. The findings from this study may assist clinicians and researchers in selecting suitable PROMs to assess medication adherence.


Assuntos
Adesão à Medicação/estatística & dados numéricos , Medidas de Resultados Relatados pelo Paciente , Psicometria/métodos , Humanos , Inquéritos e Questionários
11.
Health Res Policy Syst ; 18(1): 26, 2020 Feb 21.
Artigo em Inglês | MEDLINE | ID: mdl-32085714

RESUMO

BACKGROUND: Various population segmentation tools have been developed to inform the design of interventions that improve population health. However, there has been little consensus on the core indicators and purposes of population segmentation. The existing frameworks were further limited by their applicability in different practice settings involving stakeholders at all levels. The aim of this study was to generate a comprehensive set of indicators and purposes of population segmentation based on the experience and perspectives of key stakeholders involved in population health. METHODS: We conducted in-depth semi-structured interviews using purposive sampling with key stakeholders (e.g. government officials, healthcare professionals, social service providers, researchers) involved in population health at three distinct levels (micro, meso, macro) in Singapore. The interviews were audio-recorded and transcribed verbatim. Thematic content analysis was undertaken using NVivo 12. RESULTS: A total of 25 interviews were conducted. Eight core indicators (demographic characteristics, economic characteristics, behavioural characteristics, disease state, functional status, organisation of care, psychosocial factors and service needs of patients) and 21 sub-indicators were identified. Age and financial status were commonly stated as important indicators that could potentially be used for population segmentation across three levels of participants. Six intended purposes for population segmentation included improving health outcomes, planning for resource allocation, optimising healthcare utilisation, enhancing psychosocial and behavioural outcomes, strengthening preventive efforts and driving policy changes. There was consensus that planning for resource allocation and improving health outcomes were considered two of the most important purposes for population segmentation. CONCLUSIONS: Our findings shed light on the need for a more person-centric population segmentation framework that incorporates upstream and holistic indicators to be able to measure population health outcomes and to plan for appropriate resource allocation. Core elements of the framework may apply to other healthcare settings and systems responsible for improving population health. TRIAL REGISTRATION: The study was approved by the SingHealth Institutional Review Board (CIRB Reference number: 2017/2597).


Assuntos
Atitude do Pessoal de Saúde , Atenção à Saúde/normas , Pessoal de Saúde/psicologia , Avaliação das Necessidades/estatística & dados numéricos , Assistência Centrada no Paciente/normas , Saúde da População/estatística & dados numéricos , Indicadores de Qualidade em Assistência à Saúde/normas , Adolescente , Adulto , Fatores Etários , Idoso , Idoso de 80 Anos ou mais , Criança , Pré-Escolar , Atenção à Saúde/estatística & dados numéricos , Feminino , Humanos , Lactente , Recém-Nascido , Masculino , Pessoa de Meia-Idade , Assistência Centrada no Paciente/estatística & dados numéricos , Pesquisa Qualitativa , Indicadores de Qualidade em Assistência à Saúde/estatística & dados numéricos , Singapura , Adulto Jovem
12.
Trials ; 20(1): 46, 2019 Jan 14.
Artigo em Inglês | MEDLINE | ID: mdl-30642381

RESUMO

BACKGROUND: Axial spondyloarthritis (AxSpA) is a chronic disease which results in fatigue, pain, and reduced quality of life (QoL). Traditional Chinese medicine (TCM), especially acupuncture, has shown promise in managing pain. Although a TCM collaborative model of care (TCMCMC) has been studied in cancer, there are no randomized controlled trials investigating TCM in AxSpA. Therefore, we will conduct a pragmatic trial to determine the clinical effectiveness, safety, and cost-effectiveness of TCMCMC for patients with AxSpA. We define TCMCMC as standard TCM history taking and physical examination, acupuncture, and TCM non-pharmacological advice and communications with rheumatologists in addition to usual rheumatologic care. The purpose of this paper is to describe the rationale for and methodology of this trial. METHODS/DESIGN: This pragmatic randomized controlled trial will recruit 160 patients who are diagnosed with AxSpA and have inadequate response to non-steroidal anti-inflammatory drugs (NSAIDs). Simple randomization to usual rheumatologic care or the intervention (TCMCMC) with a 1:1 allocation ratio will be used. Ten 30-min acupuncture sessions will be provided to patients assigned to the TCMCMC arm. All participants will continue to receive usual rheumatologic care. The primary endpoint - spinal pain - will be evaluated at week 6. Secondary endpoints include clinical, quality of life, and economic outcome measures. Patients will be followed up for up to 52 weeks, and adverse events will be documented. DISCUSSION: This trial may provide evidence regarding the clinical effectiveness, safety, and cost-effectiveness of a TCMCMC for patients with AxSpA. TRIAL REGISTRATION: ClinicalTrials.gov, NCT03420404 . Registered on 14 February 2018.


Assuntos
Dor nas Costas/terapia , Comunicação Interdisciplinar , Medicina Tradicional Chinesa/métodos , Reumatologistas , Espondiloartropatias/terapia , Terapia por Acupuntura , Dor nas Costas/diagnóstico , Dor nas Costas/economia , Dor nas Costas/fisiopatologia , Análise Custo-Benefício , Feminino , Custos de Cuidados de Saúde , Humanos , Masculino , Anamnese , Medicina Tradicional Chinesa/efeitos adversos , Medicina Tradicional Chinesa/economia , Equipe de Assistência ao Paciente , Exame Físico , Ensaios Clínicos Pragmáticos como Assunto , Reumatologistas/economia , Singapura , Espondiloartropatias/diagnóstico , Espondiloartropatias/economia , Espondiloartropatias/fisiopatologia , Fatores de Tempo , Resultado do Tratamento
13.
BMC Med Res Methodol ; 18(1): 121, 2018 11 03.
Artigo em Inglês | MEDLINE | ID: mdl-30390641

RESUMO

BACKGROUND: Data-driven population segmentation analysis utilizes data analytics to divide a heterogeneous population into parsimonious and relatively homogenous groups with similar healthcare characteristics. It is a promising patient-centric analysis that enables effective integrated healthcare interventions specific for each segment. Although widely applied, there is no systematic review on the clinical application of data-driven population segmentation analysis. METHODS: We carried out a systematic literature search using PubMed, Embase and Web of Science following PRISMA criteria. We included English peer-reviewed articles that applied data-driven population segmentation analysis on empirical health data. We summarized the clinical settings in which segmentation analysis was applied, compared and contrasted strengths, limitations, and practical considerations of different segmentation methods, and assessed the segmentation outcome of all included studies. The studies were assessed by two independent reviewers. RESULTS: We retrieved 14,514 articles and included 216 articles. Data-driven population segmentation analysis was widely used in different clinical contexts. 163 studies examined the general population while 53 focused on specific population with certain diseases or conditions, including psychological, oncological, respiratory, cardiovascular, and gastrointestinal conditions. Variables used for segmentation in the studies are heterogeneous. Most studies (n = 170) utilized secondary data in community settings (n = 185). The most common segmentation method was latent class/profile/transition/growth analysis (n = 96) followed by K-means cluster analysis (n = 60) and hierarchical analysis (n = 50), each having its advantages, disadvantages, and practical considerations. We also identified key criteria to evaluate a segmentation framework: internal validity, external validity, identifiability/interpretability, substantiality, stability, actionability/accessibility, and parsimony. CONCLUSIONS: Data-driven population segmentation has been widely applied and holds great potential in managing population health. The evaluations of segmentation outcome require the interplay of data analytics and subject matter expertise. The optimal framework for segmentation requires further research.


Assuntos
Análise de Dados , Registro Médico Coordenado/métodos , Gestão da Saúde da População , Saúde da População/estatística & dados numéricos , Atenção à Saúde/métodos , Atenção à Saúde/estatística & dados numéricos , Humanos , Reprodutibilidade dos Testes
14.
PLoS One ; 13(4): e0195243, 2018.
Artigo em Inglês | MEDLINE | ID: mdl-29621280

RESUMO

BACKGROUND: Segmentation of heterogeneous patient populations into parsimonious and relatively homogenous groups with similar healthcare needs can facilitate healthcare resource planning and development of effective integrated healthcare interventions for each segment. We aimed to apply a data-driven, healthcare utilization-based clustering analysis to segment a regional health system patient population and validate its discriminative ability on 4-year longitudinal healthcare utilization and mortality data. METHODS: We extracted data from the Singapore Health Services Electronic Health Intelligence System, an electronic medical record database that included healthcare utilization (inpatient admissions, specialist outpatient clinic visits, emergency department visits, and primary care clinic visits), mortality, diseases, and demographics for all adult Singapore residents who resided in and had a healthcare encounter with our regional health system in 2012. Hierarchical clustering analysis (Ward's linkage) and K-means cluster analysis using age and healthcare utilization data in 2012 were applied to segment the selected population. These segments were compared using their demographics (other than age) and morbidities in 2012, and longitudinal healthcare utilization and mortality from 2013-2016. RESULTS: Among 146,999 subjects, five distinct patient segments "Young, healthy"; "Middle age, healthy"; "Stable, chronic disease"; "Complicated chronic disease" and "Frequent admitters" were identified. Healthcare utilization patterns in 2012, morbidity patterns and demographics differed significantly across all segments. The "Frequent admitters" segment had the smallest number of patients (1.79% of the population) but consumed 69% of inpatient admissions, 77% of specialist outpatient visits, 54% of emergency department visits, and 23% of primary care clinic visits in 2012. 11.5% and 31.2% of this segment has end stage renal failure and malignancy respectively. The validity of cluster-analysis derived segments is supported by discriminative ability for longitudinal healthcare utilization and mortality from 2013-2016. Incident rate ratios for healthcare utilization and Cox hazards ratio for mortality increased as patient segments increased in complexity. Patients in the "Frequent admitters" segment accounted for a disproportionate healthcare utilization and 8.16 times higher mortality rate. CONCLUSION: Our data-driven clustering analysis on a general patient population in Singapore identified five patient segments with distinct longitudinal healthcare utilization patterns and mortality risk to provide an evidence-based segmentation of a regional health system's healthcare needs.


Assuntos
Atenção à Saúde/estatística & dados numéricos , Atenção à Saúde/tendências , Assistência Ambulatorial , Análise por Conglomerados , Registros Eletrônicos de Saúde , Serviço Hospitalar de Emergência , Feminino , Custos de Cuidados de Saúde , Recursos em Saúde/estatística & dados numéricos , Hospitalização , Humanos , Pacientes Internados , Estudos Longitudinais , Masculino , Pacientes Ambulatoriais , Aceitação pelo Paciente de Cuidados de Saúde , Reprodutibilidade dos Testes , Singapura/epidemiologia
15.
Complement Ther Med ; 37: 143-157, 2018 Apr.
Artigo em Inglês | MEDLINE | ID: mdl-29609927

RESUMO

OBJECTIVES: To summarize all good quality randomized controlled trials (RCTs) using complementary and alternative medicine (CAM) interventions in patients with rheumatic diseases. METHODS: A systematic literature review guided by the Preferred Reporting Items for Systematic review and Meta-Analysis (PRISMA) was performed. We excluded non-English language articles and abstract-only publications. Due to the large number of RCTs identified, we only include "good quality" RCTs with Jadad score of five. RESULTS: We identified 60 good quality RCTs using CAM as intervention for patients with rheumatic diseases: acupuncture (9), Ayurvedic treatment (3), homeopathic treatment (3), electricity (2), natural products (31), megavitamin therapies (8), chiropractic or osteopathic manipulation (3), and energy healing therapy (1). The studies do not seem to suggest a particular type of CAM is effective for all types for rheumatic diseases. However, some CAM interventions appear to be more effective for certain types of rheumatic diseases. Acupuncture appears to be beneficial for osteoarthritis but not rheumatoid arthritis. For the other therapeutic modalities, the evidence base either contains too few trials or contains trials with contradictory findings which preclude any definitive summary. There were only minor adverse reactions observed for CAM interventions presented. CONCLUSION: We identified 60 good quality RCTs which were heterogenous in terms of interventions, disease, measures used to assess outcomes, and efficacy of CAM interventions. Evidence indicates that some CAM therapies may be useful for rheumatic diseases, such as acupuncture for osteoarthritis. Further research with larger sample size is required for more conclusive evidence regarding efficacy of CAM interventions.


Assuntos
Terapias Complementares , Doenças Reumáticas/terapia , Humanos , Ensaios Clínicos Controlados Aleatórios como Assunto
16.
BMC Complement Altern Med ; 17(1): 311, 2017 Jun 14.
Artigo em Inglês | MEDLINE | ID: mdl-28615007

RESUMO

BACKGROUND: Quality of life has become an important aspect in the measurement of the health of an individual as the population ages. Rhythm-centred music making (RMM) has been shown to improve physical, psychological and social health. The purpose of this study was to explore the effects of RMM on quality of life, depressive mood, sleep quality and social isolation in the elderly. METHODS: A randomised controlled trial with cross over was conducted. 54 participants were recruited with 27 participants in each arm. In phase 1, group A underwent the intervention with group B as the control. In phase 2, group B underwent the intervention with group A as the control. The intervention involved 10 weekly RMM sessions. Patient related outcome data which included European Quality of Life-5 Dimensions (EQ5D), Geriatric Depression Scale (GDS), Pittsburg Sleep Quality Index (PSQI) and Lubben Social Network Scale (LSNS) scores were collected before the intervention, at 11th and at the 22nd week. RESULTS: A total of 31 participants were analyzed at the end of the study. The mean age was 74.65 ± 6.40 years. In analysing the change in patient related outcome variables as a continuous measure, participation in RMM resulted in a non-significant reduction in EQ5D by 0.004 (95% CI: -0.097,0.105), GDS score by 0.479 (95% CI:-0.329,1.287), PSQI score by 0.929 (95% CI:- 0.523,2.381) and an improvement in LSNS by 1.125 (95% CI:-2.381,0.523). In binary analysis, participation in RMM resulted in a 37% (OR = 1.370, 95% CI: 0.355,5.290), 55.3% (OR = 1.553, 95% CI: 0.438,5.501), 124.1% (OR = 2.241, 95% CI = 0.677,7.419) and 14.5% (OR = 1.145, 95% CI = 0.331,3.963) non-significant increase in odds of improvement in EQ5D, GDS, PSQI and LSNS scores respectively. CONCLUSION: Participation in RMM did not show any statistically significant difference in the quality of life of the participants. It is however, an interesting alternative tool to use in the field of integrative medicine. Moving forward, a larger study could be performed to investigate the effects of RMM on the elderly with an inclusion of a qualitative component to evaluate effects of RMM that were not captured by quantitative indicators. TRIAL REGISTRATION: This trial was retrospectively registered. This trial was registered in the Australian New Zealand Clinical Trials Registry under trial number ACTRN12616001281482 on 12 September 2016.


Assuntos
Envelhecimento/psicologia , Musicoterapia , Afeto , Idoso , Idoso de 80 Anos ou mais , Feminino , Humanos , Masculino , Projetos Piloto , Qualidade de Vida
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