scholarly journals A Mixed-Methods Approach to Synthesizing Evidence on Mediators of Intervention Effects

2011 ◽  
Vol 33 (7) ◽  
pp. 870-900 ◽  
Author(s):  
Jennifer Leeman ◽  
YunKyung Chang ◽  
Corrine I. Voils ◽  
Jamie L. Crandell ◽  
Margarete Sandelowski

Greater understanding of the mechanisms (mediators) by which behavioral-change interventions work is critical to developing theory and refining interventions. Although systematic reviews have been advocated as a method for exploring mediators, this is rarely done. One challenge is that intervention researchers typically test only two paths of the mediational model: the effect of the intervention on mediators and on outcomes. The authors addressed this challenge by drawing information not only from intervention studies but also from observational studies that provide data on associations between potential mediators and outcomes. They also reviewed qualitative studies of participants’ perceptions of why and how interventions worked. Using data from intervention ( n = 37) and quantitative observational studies ( n = 55), the authors conducted a meta-analysis of the mediation effects of eight variables. Qualitative findings ( n = 6) contributed to more in-depth explanations for findings. The methods used have potential to contribute to understanding of core mechanisms of behavioral-change interventions.

2021 ◽  
Vol 109 (4) ◽  
Author(s):  
Bert Avau ◽  
Hans Van Remoortel ◽  
Emmy De Buck

Objective: The aim of this project was to validate search filters for systematic reviews, intervention studies, and observational studies translated from Ovid MEDLINE and Embase syntax and used for searches in PubMed and Embase.com during the development of evidence summaries supporting first aid guidelines. We aimed to achieve a balance among recall, specificity, precision, and number needed to read (NNR).Methods: Reference gold standards were constructed per study type derived from existing evidence summaries. Search filter performance was assessed through retrospective searches and measurement of relative recall, specificity, precision, and NNR when using the translated search filters. Where necessary, search filters were optimized. Adapted filters were validated in separate validation gold standards.Results: Search filters for systematic reviews and observational studies reached recall of ≥85% in both PubMed and Embase. Corresponding specificities for systematic review filters were ≥96% in both databases, with a precision of 9.7% (NNR 10) in PubMed and 5.4% (NNR 19) in Embase. For observational study filters, specificity, precision, and NNR were 68%, 2%, and 51 in PubMed and 47%, 0.8%, and 123 in Embase, respectively. These filters were considered sufficiently effective. Search filters for intervention studies reached a recall of 85% and 83% in PubMed and Embase, respectively. Optimization led to recall of ≥95% with specificity, precision, and NNR of 49%, 1.3%, and 79 in PubMed and 56%, 0.74%, and 136 in Embase, respectively.Conclusions: We report validated filters to search for systematic reviews, observational studies, and intervention studies in guideline projects in PubMed and Embase.com.


2008 ◽  
Vol 5;12 (5;9) ◽  
pp. 819-850
Author(s):  
Laxmaiah Manchikanti

Observational studies provide an important source of information when randomized controlled trials (RCTs) cannot or should not be undertaken, provided that the data are analyzed and interpreted with special attention to bias. Evidence-based medicine (EBM) stresses the examination of evidence from clinical research and describes it as a shift in medical paradigm, in contrast to intuition, unsystematic clinical experience, and pathophysiologic rationale. While the importance of randomized trials has been created by the concept of the hierarchy of evidence in guiding therapy, much of the medical research is observational. The reporting of observational research is often not detailed and clear enough with insufficient quality and poor reporting, which hampers the assessment of strengths and weaknesses of the study and the generalizability of the mixed results. Thus, in recent years, progress and innovations in health care are measured by systematic reviews and meta-analyses. A systematic review is defined as, “the application of scientific strategies that limit bias by the systematic assembly, clinical appraisal, and synthesis of all relevant studies on a specific topic.” Meta-analysis usually is the final step in a systematic review. Systematic reviews and meta-analyses are labor intensive, requiring expertise in both the subject matter and review methodology, and also must follow the rules of EBM which suggests that a formal set of rules must complement medical training and common sense for clinicians to integrate the results of clinical research effectively. While expertise in the review methods is important, the expertise in the subject matter and technical components is also crucial. Even though, systematic reviews and meta-analyses, specifically of RCTs, have exploded, the quality of the systematic reviews is highly variable and consequently, the opinions reached of the same studies are quite divergent. Numerous deficiencies have been described in methodologic assessment of the quality of the individual articles. Consequently, observational studies can provide an important complementary source of information, provided that the data are analyzed and interpreted in the context of confounding bias to which they are prone. Appropriate systematic reviews of observational studies, in conjunction with RCTs, may provide the basis for elimination of a dangerous discrepancy between the experts and the evidence. Steps in conducting systematic reviews of observational studies include planning, conducting, reporting, and disseminating the results. MOOSE, or Meta-analysis of Observational Studies in Epidemiology, a proposal for reporting contains specifications including background, search strategy, methods, results, discussion, and conclusion. Use of the MOOSE checklist should improve the usefulness of meta-analysis for authors, reviewers, editors, readers, and decision-makers. This manuscript describes systematic reviews and meta-analyses of observational studies. Authors frequently utilize RCTs and observational studies in one systematic review; thus, they should also follow the reporting standards of the Quality of Reporting of Meta-analysis (QUOROM) statement, which also provides a checklist. A combined approach of QUOROM and MOOSE will improve reporting of systematic reviews and lead to progress and innovations in health care. Key words: Observational studies, evidence-based medicine, systematic reviews, metaanalysis, randomized trials, case-control studies, cross-sectional studies, cohort studies, confounding bias, QUOROM, MOOSE


2015 ◽  
Vol 13 (3) ◽  
pp. 121-131 ◽  
Author(s):  
Alan Pearson ◽  
Heath White ◽  
Fiona Bath-Hextall ◽  
Susan Salmond ◽  
Joao Apostolo ◽  
...  

2021 ◽  
Vol 1 (2) ◽  
pp. 122-126
Author(s):  
Pallavi Patro ◽  
Durga Prasanna Misra

Systematic reviews are considered as the highest rung in the ladder of evidence-based medicine. They are bound by a pre-defined structure and requirement for extensive literature searches, when compared with the more liberal format of narrative reviews. Systematic review protocols should ideally be pre-registered to avoid duplication or redundancy. After defining clear review question(s), thorough literature searches form the basis of systematic reviews. Presentation of results should be qualitative or quantitative (meta-analysis) if the data is homogenous enough to permit pooling across multiple studies. Quality of individual studies by Cochrane risk of bias 2 tool for interventional studies and other suitable scales for observational studies, as well as appropriate assessment of publication bias are recommended. Certainty of outcomes should be assessed by the GRADE profiler. Finally, systematic reviews should conclude with recommendations for future research, based on their findings.


2019 ◽  
Vol 6 (22;6) ◽  
pp. E523-E550
Author(s):  
Laxmaiah Manchikanti

Background: Symptomatic lumbar spinal stenosis is a condition affecting a growing number of individuals resulting in significant disability and pain, leading to a multitude of interventions ranging from simple over the counter medication to opioids, and, finally, to complex surgical fusions. After failure of conservative treatment with drug therapy, physical therapy, and other conservative modalities including epidural injections, percutaneous adhesiolysis with targeted delivery of drugs into the epidural space can be offered in lumbar central spinal stenosis prior to minimally invasive surgical options or complex surgical fusions. To date there has been only one systematic review which has assessed the role of percutaneous adhesiolysis in treating central spinal stenosis, compared to post lumbar surgery syndrome which has multiple systematic reviews and randomized controlled trials (RCTs). Study Design: A systematic review of RCTs and observational studies assessing the role of percutaneous adhesiolysis in managing lumbar central spinal stenosis. Objective: To evaluate the effectiveness of percutaneous adhesiolysis in managing central lumbar spinal stenosis, utilizing currently available literature. Methods: This systematic review was performed utilizing Preferred Reporting Items for Systematic Reviews and Meta-Analyses (PRISMA) for literature search, Cochrane review criteria, Interventional Pain Management techniques - Quality Appraisal of Reliability and Risk of Bias Assessment (IPMQRB), and Interventional Pain Management Techniques – Quality Appraisal of Reliability and Risk of Bias Assessment for Nonrandomized Studies (IPM-QRBNR) to assess methodologic quality assessment and qualitative analysis utilizing best evidence synthesis principles, and meta-analysis. PubMed, Cochrane library, US National Guideline Clearinghouse, Google Scholar, and prior systematic reviews and reference lists were utilized in the literature search from 1966 through June 2019. The evidence was summarized utilizing principles of the best evidence synthesis on a scale of 1 to 5. Outcome Measures: The primary outcome or hard endpoint was defined as the proportion of patients with 50% pain relief and improvement in functionality, whereas the secondary outcome measures or soft endpoints were pain relief and/or improvement in functionality. Short-term effectiveness was defined as improvement of 6 months or less, whereas long-term effectiveness was defined as more than 6 months. Results: Based on search criteria, 9 manuscripts were identified and considered for inclusion with final inclusion of 2 RCTs and 4 observational studies in this systematic review and 5 studies for single arm meta-analysis. The results showed Level II evidence for short-term and long-term improvement in pain and function with application of percutaneous adhesiolysis in managing central lumbar spinal stenosis. Limitations: There was a significant paucity of evidence assessing the role of percutaneous adhesiolysis in managing lumbar central spinal stenosis, leading to Level II or moderate evidence.Conclusion: Overall, the present analysis shows Level II (moderate) evidence for percutaneous adhesiolysis in managing lumbar central spinal stenosis based on relevant high quality RCTs and observational studies. Key Words: Lumbar central spinal stenosis, percutaneous adhesiolysis, randomized controlled trials, systematic reviews, neuroplasty


2021 ◽  
Vol 10 (10) ◽  
pp. e422101019200
Author(s):  
Andrés Santiago Cáceres Alvear ◽  
Damián Alejandro Garcés García ◽  
Cristina Paola Carpio Cedillo

Objetivo. La presente revisión sistemática tiene como finalidad evaluar la literatura disponible sobre la asociación de riesgo entre periodontitis y preeclampsia. Metodología. Se realizó una búsqueda de artículos científicos que estudiaron la asociación entre periodontitis y preeclampsia, se utilizaron como motores de búsqueda las plataformas MEDLINE (PubMed) y Scopus, se seleccionaron estudios de tipo caso-control que reportaron resultados como el OR (Odds ratio), definiciones claras y criterios de diagnóstico adecuados para periodontitis y preeclampsia. La revisión se realizó de acuerdo con las directrices PRISMA (Preferred Reporting Items for Systematic Reviews and Meta analysis). Además, para controlar la calidad de los estudios incluidos se utilizó la declaración STROBE (Strengthening the Reporting of Observational Studies in Epidemiology). Resultados. Aplicados los criterios de inclusión y exclusión se obtuvieron 15 estudios caso-control que fueron incluidos en la revisión. De los 15 estudios incluidos, 13 (86,67%) transmisión una asociación positiva entre la periodontitis y el desarrollo de preeclampsia. La edad, la paridad y el tabaquismo fueron las variables más controladas en cada estudio. Conclusión. La periodontitis fue un factor de riesgo para preeclampsia, enfatizando la importancia de la atención periodontal en los programas prenatales. Registro de revisión sistemática: PROSPERO CRD42020205855.


Author(s):  
Joanna Moncrieff

The process of synthesizing data from different studies is known as metaanalysis. The techniques were developed in the social sciences and only recently applied to medical research. There has been intense debate about the validity of the process and its potential contribution to research. In medicine the widest application of research synthesis techniques has been with intervention studies. In particular the Cochrane Collaboration1 has promoted the use of systematic reviews and meta-analysis to evaluate medical treatments. Recently there has been increasing attention paid to meta-analysis with other types of study (Altman 2001). This overview will focus on intervention studies, and, after describing the uses and limitations of research synthesis and the particular issues arising for psychiatric researchers, will illustrate the stages in conducting a systematic review or meta-analysis. Definitions For the purposes of this chapter systematic reviews will be taken as referring to reviews which aim to achieve comprehensive coverage of the relevant literature and meta-analysis refers to the statistical process of combining quantitative data from different studies. The need for research synthesis (1) The exponential increase in medical research over recent decades makes it impossible for doctors to have a comprehensive knowledge of research in every area relevant to their practice. (2) By virtue of bringing a fresh perspective to an area, systematic reviews may be able to reach a more objective view of the evidence. (3) Health economists and policy makers need an overview of research and a reliable estimate of efficacy to facilitate the process of resource allocation. (4) Collation of research in different settings is valuable in order to obtain a picture of the range of action of a particular intervention. (5) Many studies are not large enough to detect small effects that may be clinically useful. Combining data enhances the power of the analysis to detect such effects. (6) Systematic collation of evidence indicates which areas require more research.


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