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1.
Mod Rheumatol ; 31(1): 261-269, 2021 Jan.
Artigo em Inglês | MEDLINE | ID: mdl-32552370

RESUMO

OBJECTIVES: To assess gout and asymptomatic hyperuricemia in Japan and review treatment conditions. METHODS: This retrospective cross-sectional study analyzed the prevalence of hyperuricemia and gout, and characteristics and treatment of patients with those conditions, using Japanese health insurance claims and medical check-up data collected from April 2016 through March 2017. RESULTS: Among 2,531,383 persons registered in the database, 1.1% (men 1.9%, women <0.1%) were diagnosed with gout and 2.6% (4.1%, 0.4%) with asymptomatic hyperuricemia. Medical check-ups showed 13.4% (19.6%, 1.0%) of patients with hyperuricemia (serum uric acid [sUA] > 7.0 mg/dL). Urate-lowering therapy (ULT) was prescribed for 80.7% of patients identified with gout and 72.4% identified with asymptomatic hyperuricemia. ULT adherence was satisfactory, but most patients were treated with low-dose ULT. Less than half of patients receiving ULT achieved the sUA target (≤6.0 mg/dL). In gout patients, the incidence of gout flare was 47.8% (0.74 flares/person-year). CONCLUSIONS: Although hyperuricemia prevalence is similar in Japan and worldwide, gout is comparatively rare in Japan. Gout and asymptomatic hyperuricemia are often treated with low-dose ULT, and many patients fail to reach target sUA, suggesting that gout management is suboptimal in Japan. Patients would benefit from stricter focus on a treat-to-target approach for gout management.


Assuntos
Supressores da Gota/uso terapêutico , Gota/tratamento farmacológico , Hiperuricemia/tratamento farmacológico , Adulto , Feminino , Supressores da Gota/administração & dosagem , Humanos , Seguro Saúde/estatística & dados numéricos , Japão , Masculino , Pessoa de Meia-Idade , Ensaios Clínicos Pragmáticos como Assunto/estatística & dados numéricos
2.
Ann Hematol ; 99(6): 1273-1281, 2020 Jun.
Artigo em Inglês | MEDLINE | ID: mdl-32193630

RESUMO

Ixazomib, the first oral proteasome inhibitor (PI), has been approved for the treatment of relapsed refractory multiple myeloma (RRMM) in combination with lenalidomide and dexamethasone, based on the TOURMALINE-MM1 phase 3 trial, which demonstrated the efficacy and safety of this all-oral triplet, compared with lenalidomide-dexamethasone. However, clinical trial outcomes do not always translate into real-world outcomes. The aim of this study was to assess the outcomes of ixazomib-based combination for treatment of patients with RRMM in a real-world setting. All consecutive RRMM patients who received at least one cycle of ixazomib-based treatment combination between June 2013 and June 2018 were identified. Data was extracted from medical charts focusing on demographics, disease characteristics, prior treatment, and responses. Primary endpoint was progression-free survival (PFS); secondary endpoints included overall response rate (ORR), overall survival (OS), safety, and tolerability. A total of 78 patients across 7 sites were retrospectively included. Median follow-up was 22 months. Median age was 68 (range 38-90). Sixty-four percent received ixazomib in 2nd line, 19% in 3rd line. Overall, 89% of patients had been exposed to PIs (bortezomib 87%) prior to IRd, 41% to IMiDs. Twenty-nine (48%, of 60 available) had high (t(4:14), t(14:16), del17p) or intermediate (+1q21) risk aberrations. Most patients (82%) received ixazomib in combination with lenalidomide and dexamethasone. An exploratory assessment for disease aggressiveness at diagnosis was classified by a treating physician as indolent (rapid control to protect from target organ damage not required) vs aggressive (imminent target organ damage) in 63% vs 37%, respectively. Treatment was well tolerated, with a low discontinuation rate (11%). Median PFS on ixazomib therapy was 24 months (95% CI 17-30). PFS was 77% and 47% at 12 and 24 months, respectively. Median OS was not reached; OS was 91% and 80% at 12 and 24 months, respectively. Higher LDH, older age, and worse clinical aggressiveness were associated with worse PFS, whereas a deeper response to ixazomib (≥ VGPR) and a longer response to first-line bortezomib (≥ 24 m) were associated with an improved PFS on ixazomib. No effect on PFS was found for cytogenetic risk by FISH, ISS/rISS, and prior anti-myeloma treatment. Ixazomib-based combinations are efficacious and safe regimens in RRMM patients in the real-world setting, regardless to cytogenetic risk, with a PFS of 24 months comparable with clinical trial data. This regimen had most favorable outcomes among patients who remained progression-free more than 24 months after a bortezomib induction and for those who have a more indolent disease phenotype.


Assuntos
Antineoplásicos/administração & dosagem , Protocolos de Quimioterapia Combinada Antineoplásica/administração & dosagem , Compostos de Boro/administração & dosagem , Glicina/análogos & derivados , Mieloma Múltiplo/tratamento farmacológico , Ensaios Clínicos Pragmáticos como Assunto/métodos , Sistema de Registros , Adulto , Idoso , Idoso de 80 Anos ou mais , Análise de Dados , Feminino , Seguimentos , Glicina/administração & dosagem , Humanos , Israel/epidemiologia , Masculino , Pessoa de Meia-Idade , Mieloma Múltiplo/diagnóstico , Mieloma Múltiplo/epidemiologia , Ensaios Clínicos Pragmáticos como Assunto/estatística & dados numéricos , Recidiva , Resultado do Tratamento
3.
J Biopharm Stat ; 30(3): 495-507, 2020 05 03.
Artigo em Inglês | MEDLINE | ID: mdl-31707908

RESUMO

In medical product development, there has been an increased interest in utilizing real-world data which have become abundant with recent advances in biomedical science, information technology, and engineering. High-quality real-world data may be analyzed to generate real-world evidence that can be utilized in the regulatory and healthcare decision-making. In this paper, we consider the case in which a single-arm clinical study, viewed as the primary data source, is supplemented with patients from a real-world data source containing both clinical outcome and covariate data at the patient-level. Propensity score methodology is used to identify real-world data patients that are similar to those in the single-arm study in terms of the baseline characteristics, and to stratify these patients into strata based on the proximity of the propensity scores. In each stratum, a composite likelihood function of a parameter of interest is constructed by down-weighting the information from the real-world data source, and an estimate of the stratum-specific parameter is obtained by maximizing the composite likelihood function. These stratum-specific estimates are then combined to obtain an overall population-level estimate of the parameter of interest. The performance of the proposed approach is evaluated via a simulation study. A hypothetical example based on our experience is provided to illustrate the implementation of the proposed approach.


Assuntos
Simulação por Computador/estatística & dados numéricos , Interpretação Estatística de Dados , Ensaios Clínicos Pragmáticos como Assunto/estatística & dados numéricos , Pontuação de Propensão , Humanos , Funções Verossimilhança , Ensaios Clínicos Pragmáticos como Assunto/métodos
4.
J Biopharm Stat ; 30(3): 508-520, 2020 05 03.
Artigo em Inglês | MEDLINE | ID: mdl-32370640

RESUMO

In this paper, a propensity score-integrated composite likelihood (PSCL) approach is developed for cases in which the control arm of a two-arm randomized controlled trial (RCT) (treated vs control) is augmented with patients from real-world data (RWD) containing both clinical outcomes and covariates at the patient-level. RWD patients who were treated with the same therapy as the control arm of the RCT are considered for the augmentation. The PSCL approach first estimates the propensity score for every patient as the probability of the patient being in the RCT rather than the RWD, and then stratifies all patients into strata based on the estimated propensity scores. Within each propensity score stratum, a composite likelihood function is specified and utilized to down-weight the information contributed by the RWD source. Estimates of the stratum-specific parameters are obtained by maximizing the composite likelihood function. These stratum-specific estimates are then combined to obtain an overall population-level estimate of the parameter of interest. The performance of the proposed approach is evaluated via a simulation study. A hypothetical two-arm RCT and a hypothetical RWD source are used to illustrate the implementation of the proposed approach.


Assuntos
Simulação por Computador/estatística & dados numéricos , Ensaios Clínicos Pragmáticos como Assunto/estatística & dados numéricos , Pontuação de Propensão , Ensaios Clínicos Controlados Aleatórios como Assunto/estatística & dados numéricos , Sistema de Registros/estatística & dados numéricos , Insuficiência Cardíaca/epidemiologia , Insuficiência Cardíaca/terapia , Humanos , Funções Verossimilhança , Ensaios Clínicos Pragmáticos como Assunto/métodos , Ensaios Clínicos Controlados Aleatórios como Assunto/métodos
5.
J Biopharm Stat ; 30(3): 537-549, 2020 05 03.
Artigo em Inglês | MEDLINE | ID: mdl-32065047

RESUMO

One of the most challenges for rare diseases drug development is probably the availability of subjects with the diseases under a small patient population. It is then a great concern how to conduct clinical trials with the limited number of subjects available for obtaining substantial evidence regarding effectiveness and safety for approval of the drug product under investigation. For rare diseases drug development, FDA indicated that the Agency does not have the intention to create a statutory standard for approval of orphan drugs that is different from the standard for approval of drugs in common conditions. In this case, innovative thinking and approach for obtaining substantial evidence for approval of rare diseases drug products are necessarily applied. In this article, basic considerations for rare disease drug development are discussed. The innovative thinking of demonstrating not-ineffectiveness rather than effectiveness with a limited number of subjects available is outlined. In addition, an innovative approach utilizing a two-stage adaptive seamless trial design in conjunction with the concept of real-world data and real-world evidence is proposed not only to obtain substantial evidence for approval of rare diseases drug products, but also to meet the same standard as those drug products in common conditions. Under the two-stage adaptive seamless trial design, sample size calculation for rare diseases clinical trials based on the innovative probability monitoring procedure is also discussed.


Assuntos
Aprovação de Drogas/estatística & dados numéricos , Desenvolvimento de Medicamentos/estatística & dados numéricos , Produção de Droga sem Interesse Comercial/estatística & dados numéricos , Doenças Raras/tratamento farmacológico , Projetos de Pesquisa/estatística & dados numéricos , United States Food and Drug Administration/estatística & dados numéricos , Ensaios Clínicos como Assunto/métodos , Ensaios Clínicos como Assunto/estatística & dados numéricos , Aprovação de Drogas/métodos , Desenvolvimento de Medicamentos/métodos , Humanos , Produção de Droga sem Interesse Comercial/métodos , Ensaios Clínicos Pragmáticos como Assunto/métodos , Ensaios Clínicos Pragmáticos como Assunto/estatística & dados numéricos , Doenças Raras/epidemiologia , Estados Unidos
6.
J Tissue Viability ; 29(3): 155-160, 2020 Aug.
Artigo em Inglês | MEDLINE | ID: mdl-31587922

RESUMO

AIM: To be in accord with the Consolidated Standards of Reporting Trials (CONSORT) Statement, all important adverse events in randomised controlled trials (RCTs) should be reported, as well as trial registration. Neither concern has been investigated in venous leg ulcer trials. We therefore aimed to quantify and explore compliance with adverse event reporting and trials registration in RCTs that reported interventions for treating venous leg ulceration. MATERIALS AND METHODS: We searched the Cochrane Controlled Trials Register, Medline, Embase, and CINAHL for studies reported between 2001 and 2017. Included studies must have been described as randomised controlled trials evaluating any intervention in a VLU population. Data was then extracted by one author into a standard form and checked by a second author. RESULTS: We screened 3100 titles and identified 204 trials involving pharmaceuticals (82), medicated and non-medicated devices (102), organisational (5) or other interventions (15) published in 76 journals. Eighty-four trials reported adverse events (41.2%), while 18 reported no events occurred (8.8%) and 78 did not report adverse events (38.2%). Types of adverse events reported included all-cause (20.1%), ulcer-related only (38.2%), treatment-related only (11.3%) and serious adverse events only (1.0%). Only 38 trials were registered (18.6%). Trial registration was associated with reporting of any adverse events (Odds Ratio 3.0, 95%CI 1.1-7.9), as was the trial being a pharmaceutical trial (Odds Ratio 2.9, 95%CI 1.5-5.7) or a multicentre trial (Odds Ratio 4.2, 95%CI 2.2-8.1). CONCLUSION: Adverse event reporting in VLU trials is variable with about one third of trials not reporting on adverse events at all. Trials registration is a the modifiable factor associated with better reporting of adverse events. Journal editors could explore how they can promote trials registration to enhance better reporting of harms in VLU trials.


Assuntos
Ensaios Clínicos Pragmáticos como Assunto/estatística & dados numéricos , Úlcera por Pressão/terapia , Gestão de Riscos/métodos , Humanos , Gestão de Riscos/normas
7.
Stat Med ; 38(18): 3395-3404, 2019 08 15.
Artigo em Inglês | MEDLINE | ID: mdl-31033011

RESUMO

Stratified cluster randomization trials (CRTs) have been frequently employed in clinical and healthcare research. Comparing with simple randomized CRTs, stratified CRTs reduce the imbalance of baseline prognostic factors among different intervention groups. Due to the popularity, there has been a growing interest in methodological development on sample size estimation and power analysis for stratified CRTs; however, existing work mostly assumes equal cluster size within each stratum and uses multilevel models. Clusters are often naturally formed with random sizes in CRTs. With varying cluster size, commonly used ad hoc approaches ignore the variability in cluster size, which may underestimate (overestimate) the required number of clusters for each group per stratum and lead to underpowered (overpowered) clinical trials. We propose closed-form sample size formulas for estimating the required total number of subjects and for estimating the number of clusters for each group per stratum, based on Cochran-Mantel-Haenszel statistic for stratified cluster randomization design with binary outcomes, accounting for both clustering and varying cluster size. We investigate the impact of various design parameters on the relative change in the required number of clusters for each group per stratum due to varying cluster size. Simulation studies are conducted to evaluate the finite-sample performance of the proposed sample size method. A real application example of a pragmatic stratified CRT of a triad of chronic kidney disease, diabetes, and hypertension is presented for illustration.


Assuntos
Ensaios Clínicos Controlados Aleatórios como Assunto/estatística & dados numéricos , Bioestatística , Protocolos Clínicos , Análise por Conglomerados , Simulação por Computador , Angiopatias Diabéticas/complicações , Angiopatias Diabéticas/terapia , Nefropatias Diabéticas/complicações , Nefropatias Diabéticas/terapia , Humanos , Hipertensão/complicações , Hipertensão/terapia , Avaliação de Resultados em Cuidados de Saúde/estatística & dados numéricos , Ensaios Clínicos Pragmáticos como Assunto/estatística & dados numéricos , Distribuição Aleatória , Insuficiência Renal Crônica/complicações , Insuficiência Renal Crônica/terapia , Tamanho da Amostra
8.
BMC Med Res Methodol ; 19(1): 176, 2019 08 16.
Artigo em Inglês | MEDLINE | ID: mdl-31420024

RESUMO

BACKGROUND: The paper opens with a brief history of two of the major intellectual components of the recent utilitarian turn in clinical research, namely 'pragmatic trials' and 'implementation science'. The two schools of thought developed independently and the paper scrutinises their mutual compatibilities and incompatibilities, asking: i) what do the leading advocates of pragmatic trials assume about the transfer of research findings to real-world practice and ii) what role pragmatic trials can and should play in the evaluation of implementation science strategies. METHODS: The paper utilises 'explication de texte': i) providing a close reading of the inferential logics contained in major published expositions of the two paradigms, and ii) interrogating the conclusions of a pragmatic trial of an intervention providing guidelines on retinal screening aimed at family practitioners. RESULTS: The paper is in two parts. Part 1 unearths some significant incommensurability - the pragmatic trial literature retains an antiquated view of knowledge transfer and is overly optimistic about the wide applicability the findings of pragmatic trials to 'real world' conditions. Part 2 of the paper outlines an empirical strategy to better penetrate the mechanisms of knowledge transfer and to tackle the issue of the generalisabilty of research findings in implementation science. CONCLUSIONS: Pragmatism, classically, is about problem solving and the melding of perspectives. The core research requirement in implementation science is a fundamental shift from the narrow shoulders of pragmatic trials to a model of explanation building based upon a multi-case, multi-method body of evidence.


Assuntos
Pesquisa Biomédica/métodos , Prática Clínica Baseada em Evidências/métodos , Ciência da Implementação , Ensaios Clínicos Pragmáticos como Assunto/métodos , Projetos de Pesquisa , Pesquisa Biomédica/normas , Pesquisa Biomédica/estatística & dados numéricos , Prática Clínica Baseada em Evidências/normas , Prática Clínica Baseada em Evidências/estatística & dados numéricos , Humanos , Ensaios Clínicos Pragmáticos como Assunto/normas , Ensaios Clínicos Pragmáticos como Assunto/estatística & dados numéricos , Reprodutibilidade dos Testes
9.
Alcohol Alcohol ; 54(2): 173-176, 2019 Mar 01.
Artigo em Inglês | MEDLINE | ID: mdl-30796774

RESUMO

AIMS: The study aims to examine how therapists trained in motivational interviewing (MI) respond to resistance and whether this has an impact on subsequent client speech. METHODS: Fifty recorded Motivational Enhancement Therapy sessions were examined using a sequential behavioural coding method for speech. Client counter-change talk formed the baseline for coding and categorizing subsequent therapist speech and the following client speech. Transitional analysis identified the probable occurrence of specific therapist and client utterances at each stage. RESULTS: Following client expressed resistance or counter-change talk, MI consistent therapist utterances were most commonly observed. A moderate to strong predictive relationship was found between MI-consistent therapist speech and subsequent client change talk. A moderate predictive relationship was found between therapist MI-consistent behaviours and client ambivalence. A moderate to strong predictive relationship was found between MI-inconsistent therapist speech and subsequent client counter-change talk and a weak negative predictive relationship was found between MI-inconsistent therapist speech and client expressed ambivalence. CONCLUSIONS: In the face of initial expressed resistance to change, MI-consistent therapist speech appears to increase subsequent client utterances regarding intentions to change drinking behaviour.


Assuntos
Consumo de Bebidas Alcoólicas/terapia , Entrevista Motivacional/estatística & dados numéricos , Ensaios Clínicos Pragmáticos como Assunto/estatística & dados numéricos , Relações Profissional-Paciente , Fala , Humanos , Motivação
10.
J Biopharm Stat ; 29(5): 731-748, 2019.
Artigo em Inglês | MEDLINE | ID: mdl-31530111

RESUMO

We are now at an amazing time for medical product development in drugs, biological products and medical devices. As a result of dramatic recent advances in biomedical science, information technology and engineering, ``big data'' from health care in the real-world have become available. Although big data may not necessarily be attuned to provide the preponderance of evidence to a clinical study, high-quality real-world data can be transformed into scientific evidence for regulatory and healthcare decision-making using proven analytical methods and techniques, such as propensity score methodology and Bayesian inference. In this paper, we extend the Bayesian power prior approach for a single-arm study (the current study) to leverage external real-world data. We use propensity score methodology to pre-select a subset of real-world data containing patients that are similar to those in the current study in terms of covariates, and to stratify the selected patients together with those in the current study into more homogeneous strata. The power prior approach is then applied in each stratum to obtain stratum-specific posterior distributions, which are combined to complete the Bayesian inference for the parameters of interest. We evaluate the performance of the proposed method as compared to that of the ordinary power prior approach by simulation and illustrate its implementation using a hypothetical example, based on our regulatory review experience.


Assuntos
Produtos Biológicos , Ensaios Clínicos Pragmáticos como Assunto/métodos , Ensaios Clínicos Pragmáticos como Assunto/estatística & dados numéricos , Pontuação de Propensão , Teorema de Bayes , Produtos Biológicos/química , Produtos Biológicos/uso terapêutico , Humanos
11.
BMC Med Res Methodol ; 18(1): 26, 2018 03 07.
Artigo em Inglês | MEDLINE | ID: mdl-29514613

RESUMO

BACKGROUND: We use the example of the Gojjam Lymphoedema Best Practice Trial (GoLBeT), a pragmatic trial in a remote rural setting in northern Ethiopia, to extract lessons relevant to other investigators balancing the demands of practicality and community acceptability with internal and external validity in clinical trials. METHODS: We explain in detail the preparation for the trial, its setting in northern Ethiopia, the identification and selection of patients (inclusion and exclusion criterion, identifying and screening of patients at home, enrollment of patients at the health centres and health posts), and randomisation. RESULTS: We describe the challenges met, together with strategies employed to overcome them. CONCLUSIONS: Examples given in the previous section are contextualised and general principles extracted where possible. We conclude that it is possible to conduct a trial that balances approaches that support internal validity (e.g. careful design of proformas, accurate case identification, control over data quality and high retention rates) with those that favour generalisability (e.g. 'real world' setting and low rates of exclusion). Strategies, such as Rapid Ethical Assessment, that increase researchers' understanding of the study setting and inclusion of hard-to-reach participants are likely to have resource and time implications, but are vital in achieving an appropriate balance. TRIAL REGISTRATION: ISRCTN67805210, registered 24/01/2013.


Assuntos
Linfedema/terapia , Programas de Rastreamento/métodos , Ensaios Clínicos Pragmáticos como Assunto/métodos , Ensaios Clínicos Controlados Aleatórios como Assunto/métodos , Etiópia/epidemiologia , Geografia , Humanos , Linfedema/diagnóstico , Linfedema/epidemiologia , Programas de Rastreamento/estatística & dados numéricos , Avaliação de Resultados em Cuidados de Saúde/métodos , Avaliação de Resultados em Cuidados de Saúde/estatística & dados numéricos , Seleção de Pacientes , Ensaios Clínicos Pragmáticos como Assunto/estatística & dados numéricos , Ensaios Clínicos Controlados Aleatórios como Assunto/estatística & dados numéricos , Projetos de Pesquisa , População Rural/estatística & dados numéricos
13.
BMC Med ; 14: 5, 2016 Jan 18.
Artigo em Inglês | MEDLINE | ID: mdl-26782822

RESUMO

BACKGROUND: Pragmatic randomized trials aim to examine the effects of interventions in the full spectrum of patients seen by clinicians who receive routine care. Such trials should be employed in parallel with efforts to implement many interventions which appear promising but where evidence of effectiveness is limited. We illustrate this need taking the case of essential interventions to reduce inpatient neonatal mortality in low and middle income countries (LMIC) but suggest the arguments are applicable in most clinical areas. DISCUSSION: A set of basic interventions have been defined, based on available evidence, that could substantially reduce early neonatal deaths if successfully implemented at scale within district and sub-district hospitals in LMIC. However, we illustrate that there remain many gaps in the evidence available to guide delivery of many inpatient neonatal interventions, that existing evidence is often from high income settings and that it frequently indicates uncertainty in the magnitude or even direction of estimates of effect. Furthermore generalizing results to LMIC where conditions include very high patient staff ratios, absence of even basic technologies, and a reliance on largely empiric management is problematic. Where there is such uncertainty over the effectiveness of interventions in different contexts or in the broad populations who might receive the intervention in routine care settings pragmatic trials that preserve internal validity while promoting external validity should be increasingly employed. Many interventions are introduced without adequate evidence of their effectiveness in the routine settings to which they are introduced. Global efforts are needed to support pragmatic research to establish the effectiveness in routine care of many interventions intended to reduce mortality or morbidity in LMIC. Such research should be seen as complementary to efforts to optimize implementation.


Assuntos
Necessidades e Demandas de Serviços de Saúde , Hospitalização/estatística & dados numéricos , Cuidado do Lactente , Pobreza/estatística & dados numéricos , Ensaios Clínicos Pragmáticos como Assunto , Adulto , Feminino , Necessidades e Demandas de Serviços de Saúde/economia , Humanos , Renda , Lactente , Cuidado do Lactente/economia , Cuidado do Lactente/organização & administração , Cuidado do Lactente/estatística & dados numéricos , Mortalidade Infantil , Recém-Nascido , Pacientes Internados , Ensaios Clínicos Pragmáticos como Assunto/economia , Ensaios Clínicos Pragmáticos como Assunto/estatística & dados numéricos , Ensaios Clínicos Controlados Aleatórios como Assunto/economia , Ensaios Clínicos Controlados Aleatórios como Assunto/estatística & dados numéricos , Incerteza
14.
Ann Fam Med ; 13 Suppl 1: S66-72, 2015 Aug.
Artigo em Inglês | MEDLINE | ID: mdl-26304974

RESUMO

PURPOSE: Peer support intervention trials are typically conducted in community-based settings and provide generalizable results. The logistic challenges of community-based trials often result in unplanned temporal imbalances in recruitment and follow-up. When imbalances are present, as in the ENCOURAGE trial, appropriate statistical methods must be used to account for these imbalances. We present the design, conduct, and analysis of the ENCOURAGE trial as a case study of a cluster-randomized, community-based, peer-coaching intervention. METHODS: Preliminary data analysis included examination of study data for imbalances in participant characteristics at baseline, the presence of both secular and seasonal trends in outcome measures, and imbalances in time from baseline to follow-up. Additional examination suggested the presence of nonlinear trends in the intervention effect. The final analyses adjusted for all identified imbalances with accounting for community clustering by supplementing linear mixed effect models with generalized additive mixed models (GAMM) to examine nonlinear trends. RESULTS: Largely due to the location of participants across a considerable geographic area, temporal imbalances were discovered in recruitment, baseline, and follow-up data collection, along with evidence for both secular and seasonal trends in study outcome measures. Using the standard analytical approach, ENCOURAGE appeared to be a null trial. After incorporating adjustment for these temporal imbalances, linear regression analyses still showed no intervention effect. Upon further analyses using GAMM to consider nonlinear intervention trends, we observed intervention effects that were both significant (P <.05) and nonlinear. DISCUSSION: In community-based trials, recruitment and follow-up may not occur as planned, and complex temporal imbalance may greatly influence the analysis. Real-world trials should use careful logistic planning and monitoring to avoid temporal imbalance. If imbalance is unavoidable, sophisticated statistical methods may nevertheless extract useful information, although the potential problem of residual confounding due to other unmeasured imbalances must be considered.


Assuntos
Confiabilidade dos Dados , Seguimentos , Seleção de Pacientes , Ensaios Clínicos Pragmáticos como Assunto/estatística & dados numéricos , Análise por Conglomerados , Geografia , Humanos , Modelos Lineares , Dinâmica não Linear , Características de Residência , Fatores de Tempo
15.
BMC Palliat Care ; 14: 63, 2015 Nov 21.
Artigo em Inglês | MEDLINE | ID: mdl-26589957

RESUMO

BACKGROUND: Care for people with advanced dementia requires a palliative approach targeted to the illness trajectory and tailored to individual needs. However, care in nursing homes is often compromised by poor communication and limited staff expertise. This paper reports the protocol for the IDEAL Project, which aims to: 1) compare the efficacy of a facilitated approach to family case conferencing with usual care; 2) provide insights into nursing home- and staff-related processes influencing the implementation and sustainability of case conferencing; and 3) evaluate cost-effectiveness. DESIGN/METHODS: A pragmatic parallel cluster randomised controlled trial design will be used. Twenty Australian nursing homes will be randomised to receive either facilitated family case conferencing or usual care. In the intervention arm, we will train registered nurses at each nursing home to work as Palliative Care Planning Coordinators (PCPCs) 16 h per week over 18 months. The PCPCs' role will be to: 1) use evidence-based 'triggers' to identify optimal time-points for case conferencing; 2) organise, facilitate and document case conferences with optimal involvement from family, multi-disciplinary nursing home staff and community health professionals; 3) develop and oversee implementation of palliative care plans; and 4) train other staff in person-centred palliative care. The primary endpoint will be symptom management, comfort and satisfaction with care at the end of life as rated by bereaved family members on the End of Life in Dementia (EOLD) Scales. Secondary outcomes will include resident quality of life (Quality of Life in Late-stage Dementia [QUALID]), whether a palliative approach is taken (e.g. hospitalisations, non-palliative medical treatments), staff attitudes and knowledge (Palliative Care for Advanced Dementia [qPAD]), and cost effectiveness. Processes and factors influencing implementation, outcomes and sustainability will be explored statistically via analysis of intervention 'dose' and qualitatively via semi-structured interviews. The pragmatic design and complex nature of the intervention will limit blinding and internal validity but support external validity. DISCUSSION: The IDEAL Project will make an important contribution to the evidence base for dementia-specific case conferencing in nursing homes by considering processes and contextual factors as well as overall efficacy. Its strengths and weaknesses will both lie in its pragmatic design. TRIAL REGISTRATION: Australian New Zealand Clinical Trials Registry (ANZCTR) ACTRN12612001164886. Registered 02/11/2012.


Assuntos
Demência/terapia , Saúde da Família/normas , Casas de Saúde , Ensaios Clínicos Pragmáticos como Assunto/estatística & dados numéricos , Assistência Terminal/normas , Planejamento Antecipado de Cuidados/estatística & dados numéricos , Austrália , Humanos , Nova Zelândia , Assistência Centrada no Paciente/métodos , Ensaios Clínicos Pragmáticos como Assunto/métodos , Qualidade de Vida , Assistência Terminal/métodos
17.
Gesundheitswesen ; 75(5): 321-7, 2013 May.
Artigo em Alemão | MEDLINE | ID: mdl-22893207

RESUMO

OBJECTIVE: Clinical trials are regarded as complex due to the high demands on quality and patient safety and are still exceptional in German primary care. To optimise future trial planning, this study aimed at investigating the barriers and enablers experienced by primary care physicians (PCPs) for trial participation. METHODS: PCPs were surveyed on 11 regional primary care medical education (CME) events using a standardised questionnaire. Regression analyses were used to identify predictors for future trial participation. RESULTS: Of 804 invited PCPs, 408 (50.7%) participated in the survey (51 ± 9 years, female 35%). 69% of participants could imagine their participation in a clinical trial. Of 12 potential factors assessed, the final model retained the 2 predictors (OR; CI; P-value) "research questions relevant to practice" (2.25; 1.61-3.14;<0.001) and "new challenges/change from everyday life" (2.24; 1.67-2.97;<0.001). While 58% of participants were principally willing to participate in investigator training courses according to Good Clinical Practice (GCP), only 6% had participated in such training at the time of answering. Short events were preferred. Only 7% were willing to take over at least half of the costs of these courses. CONCLUSION: To enhance German PCPs motivation to participate in clinical trials, both trials and training courses should be tailored to the needs in the primary care setting.


Assuntos
Atitude do Pessoal de Saúde , Médicos de Atenção Primária/estatística & dados numéricos , Ensaios Clínicos Pragmáticos como Assunto/estatística & dados numéricos , Atitude Frente a Saúde , Feminino , Alemanha , Humanos , Masculino , Pessoa de Meia-Idade
18.
J Clin Epidemiol ; 137: 1-13, 2021 09.
Artigo em Inglês | MEDLINE | ID: mdl-33727134

RESUMO

OBJECTIVES: To use the Theoretical Domains Framework (TDF) to identify barriers and enablers to participant retention in trials requiring questionnaire return and/or attendance at follow-up clinics. STUDY DESIGN AND SETTING: We invited participants (n = 607) from five pragmatic effectiveness trials, who missed at least one follow-up time point (by not returning a questionnaire and/or not attending a clinic visit), to take part in semistructured telephone interviews. The TDF informed both data collection and analysis. To establish what barriers and enablers most likely influence the target behavior the domain relevance threshold was set at >75% of participants mentioning the domain. RESULTS: Sixteen participants (out of 25 showing interest) were interviewed. Overall, seven theoretical domains were identified as both barriers and enablers to the target behaviors of attending clinic appointments and returning postal questionnaires. Barriers frequently reported in relation to both target behaviours stemmed from participants' knowledge, beliefs about their capabilities and the consequences of performing (or not performing) the behavior. Two domains were identified as salient for questionnaire return only: goals; and memory, attention and decision-making. Emotion was identified as relevant for clinic attendance only. CONCLUSION: This is the first study informed by behavioural science to explore trial participants' accounts of trial retention. Findings will serve as a guiding framework when designing trials to limit barriers and enhance enablers of retention within clinical trials.


Assuntos
Atitude Frente a Saúde , Ensaios Clínicos como Assunto/estatística & dados numéricos , Sujeitos da Pesquisa/estatística & dados numéricos , Humanos , Ensaios Clínicos Pragmáticos como Assunto/estatística & dados numéricos
19.
J Clin Epidemiol ; 138: 102-114, 2021 10.
Artigo em Inglês | MEDLINE | ID: mdl-34229091

RESUMO

BACKGROUND AND OBJECTIVE: Feasibility studies are increasingly being used to support the development of, and investigate uncertainties around, future large-scale trials. The future trial can be designed with either a pragmatic or explanatory mindset. Whereas pragmatic trials aim to inform the choice between different care options and thus, are designed to resemble conditions outside of a clinical trial environment, explanatory trials examine the benefit of a treatment under more controlled conditions. There is existing guidance for designing feasibility studies, but none that explicitly considers the goals of pragmatic designs. We aimed to identify unique areas of uncertainty that are relevant to planning a pragmatic trial. RESULTS: We identified ten relevant domains, partly based on the pragmatic-explanatory continuum indicator summary-2 (PRECIS-2) framework, and describe potential questions of uncertainty within each: intervention development, research ethics, participant identification and eligibility, recruitment of individuals, setting, organization, flexibility of delivery, flexibility of adherence, follow-up, and importance of primary outcome to patients and decision-makers. We present examples to illustrate how uncertainty in these domains might be addressed within a feasibility study. CONCLUSION: Researchers planning a feasibility study in advance of a pragmatic trial should consider feasibility objectives specifically relevant to areas of uncertainty for pragmatic trials.


Assuntos
Pesquisa Biomédica/estatística & dados numéricos , Pesquisa Biomédica/normas , Ensaios Clínicos Pragmáticos como Assunto/estatística & dados numéricos , Ensaios Clínicos Pragmáticos como Assunto/normas , Projetos de Pesquisa/estatística & dados numéricos , Projetos de Pesquisa/normas , Incerteza , Estudos de Viabilidade , Guias como Assunto , Humanos , Projetos Piloto
20.
J Clin Epidemiol ; 130: 152-155, 2021 02.
Artigo em Inglês | MEDLINE | ID: mdl-33002636

RESUMO

Although Evidence-based medicine (EBM) and Patient-centered medicine (PCM) are often perceived as two conflicting paradigms that speak the language of populations and the language of individuals, respectively, both share the common objective of improving the care of individual patients. As physicians should not practice an EBM that is away from the individual patient nor a PCM that is not based on the best available evidence, it is crucial to connect and combine both movements, promoting the fruitful and natural interaction between research and care. Achieving such interaction requires developing new individual-patient centric research methods. In this commentary, we propose an innovative clinical research design oriented to personalize point-of-care trials-integrating clinical research and medical care-through the incorporation of individual patients' preferences to build personalized research protocols. Building on the framework of N-of-1 studies, in "individual point-of-care trials," each protocol could be personalized for each patient so that the therapeutic objectives, the outcome variables analyzed, and the (operationalization of the) compared interventions would be based not only on the clinical and biological characteristics of each patient but also on their individual preferences, goals, and values. If patient preferences are being progressively integrated into medical practice, it makes sense that they also are incorporated into clinical trials embedded in care delivery. The proposal to perform individual point of care trials may be an optimal way to combine EBM and PCM while preserving their foundational principles, and to ensure the connection between "personalized" and "personal" care.


Assuntos
Ensaios Clínicos como Assunto/estatística & dados numéricos , Ensaios Clínicos como Assunto/normas , Medicina Baseada em Evidências/normas , Preferência do Paciente/estatística & dados numéricos , Sistemas Automatizados de Assistência Junto ao Leito/normas , Ensaios Clínicos Pragmáticos como Assunto/estatística & dados numéricos , Ensaios Clínicos Pragmáticos como Assunto/normas , Adulto , Idoso , Idoso de 80 Anos ou mais , Pesquisa Biomédica/normas , Pesquisa Biomédica/estatística & dados numéricos , Medicina Baseada em Evidências/estatística & dados numéricos , Feminino , Humanos , Masculino , Pessoa de Meia-Idade , Sistemas Automatizados de Assistência Junto ao Leito/estatística & dados numéricos , Guias de Prática Clínica como Assunto , Projetos de Pesquisa/normas , Projetos de Pesquisa/estatística & dados numéricos
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