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1.
Ann Intern Med ; 177(4): 484-496, 2024 Apr.
Article in English | MEDLINE | ID: mdl-38467001

ABSTRACT

BACKGROUND: There is increasing concern for the potential impact of health care algorithms on racial and ethnic disparities. PURPOSE: To examine the evidence on how health care algorithms and associated mitigation strategies affect racial and ethnic disparities. DATA SOURCES: Several databases were searched for relevant studies published from 1 January 2011 to 30 September 2023. STUDY SELECTION: Using predefined criteria and dual review, studies were screened and selected to determine: 1) the effect of algorithms on racial and ethnic disparities in health and health care outcomes and 2) the effect of strategies or approaches to mitigate racial and ethnic bias in the development, validation, dissemination, and implementation of algorithms. DATA EXTRACTION: Outcomes of interest (that is, access to health care, quality of care, and health outcomes) were extracted with risk-of-bias assessment using the ROBINS-I (Risk Of Bias In Non-randomised Studies - of Interventions) tool and adapted CARE-CPM (Critical Appraisal for Racial and Ethnic Equity in Clinical Prediction Models) equity extension. DATA SYNTHESIS: Sixty-three studies (51 modeling, 4 retrospective, 2 prospective, 5 prepost studies, and 1 randomized controlled trial) were included. Heterogenous evidence on algorithms was found to: a) reduce disparities (for example, the revised kidney allocation system), b) perpetuate or exacerbate disparities (for example, severity-of-illness scores applied to critical care resource allocation), and/or c) have no statistically significant effect on select outcomes (for example, the HEART Pathway [history, electrocardiogram, age, risk factors, and troponin]). To mitigate disparities, 7 strategies were identified: removing an input variable, replacing a variable, adding race, adding a non-race-based variable, changing the racial and ethnic composition of the population used in model development, creating separate thresholds for subpopulations, and modifying algorithmic analytic techniques. LIMITATION: Results are mostly based on modeling studies and may be highly context-specific. CONCLUSION: Algorithms can mitigate, perpetuate, and exacerbate racial and ethnic disparities, regardless of the explicit use of race and ethnicity, but evidence is heterogeneous. Intentionality and implementation of the algorithm can impact the effect on disparities, and there may be tradeoffs in outcomes. PRIMARY FUNDING SOURCE: Agency for Healthcare Quality and Research.


Subject(s)
Ethnicity , Healthcare Disparities , Humans , Retrospective Studies , Prospective Studies , Quality of Health Care
2.
Arthritis Rheumatol ; 75(8): 1299-1311, 2023 08.
Article in English | MEDLINE | ID: mdl-37227071

ABSTRACT

OBJECTIVE: To develop initial American College of Rheumatology (ACR) guidelines on the use of exercise, rehabilitation, diet, and additional interventions in conjunction with disease-modifying antirheumatic drugs (DMARDs) as part of an integrative management approach for people with rheumatoid arthritis (RA). METHODS: An interprofessional guideline development group constructed clinically relevant Population, Intervention, Comparator, and Outcome (PICO) questions. A literature review team then completed a systematic literature review and applied the Grading of Recommendations Assessment, Development and Evaluation (GRADE) approach to rate the certainty of evidence. An interprofessional Voting Panel (n = 20 participants) that included 3 individuals with RA achieved consensus on the direction (for or against) and strength (strong or conditional) of recommendations. RESULTS: The Voting Panel achieved consensus on 28 recommendations for the use of integrative interventions in conjunction with DMARDs for the management of RA. Consistent engagement in exercise received a strong recommendation. Of 27 conditional recommendations, 4 pertained to exercise, 13 to rehabilitation, 3 to diet, and 7 to additional integrative interventions. These recommendations are specific to RA management, recognizing that other medical indications and general health benefits may exist for many of these interventions. CONCLUSION: This guideline provides initial ACR recommendations on integrative interventions for the management of RA to accompany DMARD treatments. The broad range of interventions included in these recommendations illustrates the importance of an interprofessional, team-based approach to RA management. The conditional nature of most recommendations requires clinicians to engage persons with RA in shared decision-making when applying these recommendations.


Subject(s)
Antirheumatic Agents , Arthritis, Rheumatoid , Rheumatology , Humans , United States , Arthritis, Rheumatoid/drug therapy , Antirheumatic Agents/therapeutic use , Diet , Exercise Therapy
3.
Arthritis Care Res (Hoboken) ; 75(8): 1603-1615, 2023 08.
Article in English | MEDLINE | ID: mdl-37227116

ABSTRACT

OBJECTIVE: To develop initial American College of Rheumatology (ACR) guidelines on the use of exercise, rehabilitation, diet, and additional interventions in conjunction with disease-modifying antirheumatic drugs (DMARDs) as part of an integrative management approach for people with rheumatoid arthritis (RA). METHODS: An interprofessional guideline development group constructed clinically relevant Population, Intervention, Comparator, and Outcome (PICO) questions. A literature review team then completed a systematic literature review and applied the Grading of Recommendations Assessment, Development and Evaluation (GRADE) approach to rate the certainty of evidence. An interprofessional Voting Panel (n = 20 participants) that included 3 individuals with RA achieved consensus on the direction (for or against) and strength (strong or conditional) of recommendations. RESULTS: The Voting Panel achieved consensus on 28 recommendations for the use of integrative interventions in conjunction with DMARDs for the management of RA. Consistent engagement in exercise received a strong recommendation. Of 27 conditional recommendations, 4 pertained to exercise, 13 to rehabilitation, 3 to diet, and 7 to additional integrative interventions. These recommendations are specific to RA management, recognizing that other medical indications and general health benefits may exist for many of these interventions. CONCLUSION: This guideline provides initial ACR recommendations on integrative interventions for the management of RA to accompany DMARD treatments. The broad range of interventions included in these recommendations illustrates the importance of an interprofessional, team-based approach to RA management. The conditional nature of most recommendations requires clinicians to engage persons with RA in shared decision-making when applying these recommendations.


Subject(s)
Antirheumatic Agents , Arthritis, Rheumatoid , Rheumatology , Humans , United States , Arthritis, Rheumatoid/diagnosis , Arthritis, Rheumatoid/drug therapy , Antirheumatic Agents/therapeutic use , Diet , Exercise Therapy
4.
Neurology ; 100(1): e1-e15, 2023 01 03.
Article in English | MEDLINE | ID: mdl-36270898

ABSTRACT

BACKGROUND AND OBJECTIVES: Early life epilepsies (epilepsies in children 1-36 months old) are common and may be refractory to antiseizure medications. We summarize findings of a systematic review commissioned by the American Epilepsy Society to assess evidence and identify evidence gaps for surgical treatments for epilepsy in children aged 1-36 months without infantile spasms. METHODS: EMBASE, MEDLINE, PubMed, and the Cochrane Library were searched for studies published from 1/1/1999 to 8/19/21. We included studies reporting data on children aged 1 month to ≤36 months undergoing surgical interventions or neurostimulation for epilepsy and enrolling ≥10 patients per procedure. We excluded studies of infants with infantile spasms or status epilepticus. For effectiveness outcomes (seizure freedom, seizure frequency), studies were required to report follow-up at ≥ 12 weeks. For harm outcomes, no minimum follow-up was required. Outcomes for all epilepsy types, regardless of etiology, were reported together. RESULTS: Eighteen studies (in 19 articles) met the inclusion criteria. Sixteen prestudies/poststudies reported on efficacy, and 12 studies addressed harms. Surgeries were performed from 1979 to 2020. Seizure freedom for infants undergoing hemispherectomy/hemispherotomy ranged from 7% to 76% at 1 year after surgery. For nonhemispheric surgeries, seizure freedom ranged from 40% to 70%. For efficacy, we concluded low strength of evidence (SOE) suggests some infants achieve seizure freedom after epilepsy surgery. Over half of infants undergoing hemispherectomy/hemispherotomy achieved a favorable outcome (Engel I or II, International League Against Epilepsy I to IV, or >50% seizure reduction) at follow-up of >1 year, although studies had key limitations. Surgical mortality was rare for functional hemispherectomy/hemispherotomy and nonhemispheric resections. Low SOE suggests postoperative hydrocephalus is uncommon for infants undergoing nonhemispheric procedures for epilepsy. DISCUSSION: Although existing evidence remains sparse and low quality, some infants achieve seizure freedom after surgery and ≥50% achieve favorable outcomes. Future prospective studies in this age group are needed. In addition to seizure outcomes, studies should evaluate other important outcomes (developmental outcomes, quality of life [QOL], sleep, functional performance, and caregiver QOL). TRIAL REGISTRATION INFORMATION: This systematic review was registered in PROSPERO (CRD42021220352) on March 5, 2021.


Subject(s)
Epilepsy , Spasms, Infantile , Infant , Child , Humans , Child, Preschool , Quality of Life , Spasms, Infantile/complications , Prospective Studies , Treatment Outcome , Epilepsy/surgery , Epilepsy/etiology , Seizures/complications
5.
Neurology ; 100(1): e16-e27, 2023 01 03.
Article in English | MEDLINE | ID: mdl-36270899

ABSTRACT

BACKGROUND AND OBJECTIVES: Early life epilepsies are common and often debilitating, but no evidence-based management guidelines exist outside of those for infantile spasms. We conducted a systematic review of the effectiveness and harms of pharmacologic and dietary treatments for epilepsy in children aged 1-36 months without infantile spasms. METHODS: We searched EMBASE, MEDLINE, PubMed, and the Cochrane Library for studies published from January 1, 1999, to August 19, 2021. Using prespecified criteria, we identified studies reporting data on children aged 1-36 months receiving pharmacologic or dietary treatments for epilepsy. We did not require that studies report etiology-specific data. We excluded studies of neonates, infantile spasms, and status epilepticus. We included studies administering 1 of 29 pharmacologic treatments and/or 1 of 5 dietary treatments reporting effectiveness outcomes at ≥ 12 weeks. We reviewed the full text to find any subgroup analyses of children aged 1-36 months. RESULTS: Twenty-three studies met inclusion criteria (6 randomized studies, 2 nonrandomized comparative studies, and 15 prestudies/poststudies). All conclusions were rated low strength of evidence. Levetiracetam leads to seizure freedom in some infants (32% and 66% in studies reporting seizure freedom), but data on 6 other medications were insufficient to permit conclusions about effectiveness (topiramate, lamotrigine, phenytoin, vigabatrin, rufinamide, and stiripentol). Three medications (levetiracetam, topiramate, and lamotrigine) were rarely discontinued because of adverse effects, and severe events were rare. For diets, the ketogenic diet leads to seizure freedom in some infants (rates 12%-37%), and both the ketogenic diet and modified Atkins diet reduce average seizure frequency, but reductions are greater with the ketogenic diet (1 RCT reported a 71% frequency reduction at 6 months for ketogenic diet vs only a 28% reduction for the modified Atkins diet). Dietary harms were not well-reported. DISCUSSION: Little high-quality evidence exists on pharmacologic and dietary treatments for early life epilepsies. Future research should isolate how treatments contribute to outcomes, conduct etiology-specific analyses, and report patient-centered outcomes such as hospitalization, neurodevelopment, functional performance, sleep quality, and patient and caregiver quality of life. TRIAL REGISTRATION INFORMATION: This systematic review was registered in PROSPERO (CRD42021220352) on March 5, 2021.


Subject(s)
Diet, Ketogenic , Epilepsy , Spasms, Infantile , Infant , Infant, Newborn , Child , Humans , Lamotrigine/therapeutic use , Levetiracetam/therapeutic use , Topiramate/therapeutic use , Spasms, Infantile/drug therapy , Quality of Life , Epilepsy/drug therapy , Anticonvulsants/therapeutic use
6.
JMIR Mhealth Uhealth ; 10(5): e33261, 2022 05 02.
Article in English | MEDLINE | ID: mdl-35499862

ABSTRACT

BACKGROUND: In the era of digital health information technology, there has been a proliferation of devices that collect patient-generated health data (PGHD), including consumer blood pressure (BP) monitors. Despite their widespread use, it remains unclear whether such devices can improve health outcomes. OBJECTIVE: We performed a systematic review of the literature on consumer BP monitors that collect PGHD for managing hypertension to summarize their clinical impact on health and surrogate outcomes. We focused particularly on studies designed to measure the specific effect of using a BP monitor independent of cointerventions. We have also summarized the process and consumer experience outcomes. METHODS: An information specialist searched PubMed, MEDLINE, and Embase for controlled studies on consumer BP monitors published up to May 12, 2020. We assessed the risk of bias using an adapted 9-item appraisal tool and performed a narrative synthesis of the results. RESULTS: We identified 41 different types of BP monitors used in 49 studies included for review. Device engineers judged that 38 (92%) of those devices were similar to the currently available consumer BP monitors. The median sample size was 222 (IQR 101-416) participants, and the median length of follow-up was 6 (IQR 3-12) months. Of the included studies, 18 (36%) were designed to isolate the clinical effects of BP monitors; 6 of the 18 (33%) studies evaluated health outcomes (eg, mortality, hospitalizations, and quality of life), and data on those outcomes were unclear. The lack of clarity was due to low event rates, short follow-up duration, and risk of bias. All 18 studies that isolated the effect of BP monitors measured both systolic and diastolic BP and generally demonstrated a decrease of 2 to 4 mm Hg in systolic BP and 1 to 3 mm Hg in diastolic BP compared with non-BP monitor groups. Adherence to using consumer BP monitors ranged from 38% to 89%, and ease of use and satisfaction ratings were generally high. Adverse events were infrequent, but there were a few technical problems with devices (eg, incorrect device alerts). CONCLUSIONS: Overall, BP monitors offer small benefits in terms of BP reduction; however, the health impact of these devices continues to remain unclear. Future studies are needed to examine the effectiveness of BP monitors that transmit data to health care providers. Additional data from implementation studies may help determine which components are critical for sustained BP improvement, which in turn may improve prescription decisions by clinicians and coverage decisions by policy makers.


Subject(s)
Blood Pressure Monitors , Hypertension , Blood Pressure , Humans , Hypertension/diagnosis , Hypertension/therapy , Quality of Life , Sphygmomanometers
7.
Fertil Steril ; 115(1): 62-69, 2021 01.
Article in English | MEDLINE | ID: mdl-33309061

ABSTRACT

PURPOSE: The summary presented herein represents Part II of the two-part series dedicated to the Diagnosis and Treatment of Infertility in Men: AUA/ASRM Guideline. Part II outlines the appropriate management of the male in an infertile couple. Medical therapies, surgical techniques, as well as use of intrauterine insemination (IUI)/in vitro fertilization (IVF)/intracytoplasmic sperm injection (ICSI) are covered to allow for optimal patient management. Please refer to Part I for discussion on evaluation of the infertile male and discussion of relevant health conditions that are associated with male infertility. MATERIALS/METHODS: The Emergency Care Research Institute Evidence-based Practice Center team searched PubMed®, Embase®, and Medline from January 2000 through May 2019. When sufficient evidence existed, the body of evidence was assigned a strength rating of A (high), B (moderate), or C (low) for support of Strong, Moderate, or Conditional Recommendations. In the absence of sufficient evidence, additional information is provided as Clinical Principles and Expert Opinions. (Table 1) This summary is being simultaneously published in Fertility and Sterility and The Journal of Urology. RESULTS: This Guideline provides updated, evidence-based recommendations regarding management of male infertility. Such recommendations are summarized in the associated algorithm. (Figure 1) CONCLUSION: Male contributions to infertility are prevalent, and specific treatment as well as assisted reproductive techniques are effective at managing male infertility. This document will undergo additional literature reviews and updating as the knowledge regarding current treatments and future treatment options continues to expand.


Subject(s)
Endocrinology/standards , Infertility, Male/diagnosis , Infertility, Male/therapy , Reproductive Medicine/standards , Urology/standards , Endocrinology/methods , Endocrinology/organization & administration , Female , Fertilization in Vitro/methods , Fertilization in Vitro/standards , Humans , Male , Pregnancy , Reproductive Medicine/methods , Reproductive Medicine/organization & administration , Societies, Medical/standards , Sperm Injections, Intracytoplasmic/methods , Sperm Injections, Intracytoplasmic/standards , Urology/methods , Urology/organization & administration
8.
Fertil Steril ; 115(1): 54-61, 2021 01.
Article in English | MEDLINE | ID: mdl-33309062

ABSTRACT

PURPOSE: The summary presented herein represents Part I of the two-part series dedicated to the Diagnosis and Treatment of Infertility in Men: AUA/ASRM Guideline. Part I outlines the appropriate evaluation of the male in an infertile couple. Recommendations proceed from obtaining an appropriate history and physical exam (Appendix I), as well as diagnostic testing, where indicated. MATERIALS/METHODS: The Emergency Care Research Institute Evidence-based Practice Center team searched PubMed®, Embase®, and Medline from January, 2000 through May, 2019. When sufficient evidence existed, the body of evidence was assigned a strength rating of A (high), B (moderate), or C (low) for support of Strong, Moderate, or Conditional Recommendations. In the absence of sufficient evidence, additional information is provided as Clinical Principles and Expert Opinions. (Table 1) This summary is being simultaneously published in Fertility and Sterility and The Journal of Urology. RESULTS: This Guideline provides updated, evidence-based recommendations regarding evaluation of male infertility as well as the association of male infertility with other important health conditions. The detection of male infertility increases the risk of subsequent development of health problems for men. In addition, specific medical conditions are associated with some causes for male infertility. Evaluation and treatment recommendations are summarized in the associated algorithm. (Figure 1) CONCLUSION: The presence of male infertility is crucial to the health of patients and its effects must be considered for the welfare of society. This document will undergo updating as the knowledge regarding current treatments and future treatment options continues to expand.


Subject(s)
Endocrinology/standards , Evidence-Based Practice/standards , Infertility, Male/diagnosis , Infertility, Male/therapy , Reproductive Medicine/standards , Urology/standards , Adult , Endocrinology/methods , Endocrinology/organization & administration , Evidence-Based Practice/organization & administration , Female , Humans , Male , Pregnancy , Reproductive Medicine/methods , Reproductive Medicine/organization & administration , Societies, Medical/standards , Urology/methods , Urology/organization & administration
9.
J Urol ; 205(1): 36-43, 2021 Jan.
Article in English | MEDLINE | ID: mdl-33295257

ABSTRACT

PURPOSE: The summary presented herein represents Part I of the two-part series dedicated to the Diagnosis and Treatment of Infertility in Men: AUA/ASRM Guideline. Part I outlines the appropriate evaluation of the male in an infertile couple. Recommendations proceed from obtaining an appropriate history and physical exam (Appendix I), as well as diagnostic testing, where indicated. MATERIALS/METHODS: The Emergency Care Research Institute Evidence-based Practice Center team searched PubMed®, Embase®, and Medline from January, 2000 through May, 2019. When sufficient evidence existed, the body of evidence was assigned a strength rating of A (high), B (moderate), or C (low) for support of Strong, Moderate, or Conditional Recommendations. In the absence of sufficient evidence, additional information is provided as Clinical Principles and Expert Opinions (table 1[Table: see text]). This summary is being simultaneously published in Fertility and Sterility and The Journal of Urology. RESULTS: This Guideline provides updated, evidence-based recommendations regarding evaluation of male infertility as well as the association of male infertility with other important health conditions. The detection of male infertility increases the risk of subsequent development of health problems for men. In addition, specific medical conditions are associated with some causes for male infertility. Evaluation and treatment recommendations are summarized in the associated algorithm (figure[Figure: see text]). CONCLUSION: The presence of male infertility is crucial to the health of patients and its effects must be considered for the welfare of society. This document will undergo updating as the knowledge regarding current treatments and future treatment options continues to expand.


Subject(s)
Infertility, Male/diagnosis , Reproductive Medicine/standards , Urology/standards , Counseling/standards , Evidence-Based Medicine/methods , Evidence-Based Medicine/standards , Humans , Infertility, Male/etiology , Infertility, Male/therapy , Life Style , Male , Reproductive Medicine/methods , Scrotum/diagnostic imaging , Semen Analysis , Societies, Medical/standards , Ultrasonography , United States , Urology/methods
10.
J Urol ; 205(1): 44-51, 2021 Jan.
Article in English | MEDLINE | ID: mdl-33295258

ABSTRACT

PURPOSE: The summary presented herein represents Part II of the two-part series dedicated to the Diagnosis and Treatment of Infertility in Men: AUA/ASRM Guideline. Part II outlines the appropriate management of the male in an infertile couple. Medical therapies, surgical techniques, as well as use of intrauterine insemination (IUI)/in vitro fertilization (IVF)/intracytoplasmic sperm injection (ICSI) are covered to allow for optimal patient management. Please refer to Part I for discussion on evaluation of the infertile male and discussion of relevant health conditions that are associated with male infertility. MATERIALS/METHODS: The Emergency Care Research Institute Evidence-based Practice Center team searched PubMed®, Embase®, and Medline from January 2000 through May 2019. When sufficient evidence existed, the body of evidence was assigned a strength rating of A (high), B (moderate), or C (low) for support of Strong, Moderate, or Conditional Recommendations. In the absence of sufficient evidence, additional information is provided as Clinical Principles and Expert Opinions (table[Table: see text]). This summary is being simultaneously published in Fertility and Sterility and The Journal of Urology. RESULTS: This Guideline provides updated, evidence-based recommendations regarding management of male infertility. Such recommendations are summarized in the associated algorithm (figure[Figure: see text]). CONCLUSION: Male contributions to infertility are prevalent, and specific treatment as well as assisted reproductive techniques are effective at managing male infertility. This document will undergo additional literature reviews and updating as the knowledge regarding current treatments and future treatment options continues to expand.


Subject(s)
Infertility, Male/therapy , Reproductive Medicine/standards , Urology/standards , Varicocele/therapy , Counseling/standards , Dietary Supplements , Evidence-Based Medicine/methods , Evidence-Based Medicine/standards , Fertilization in Vitro/methods , Fertilization in Vitro/standards , Humans , Infertility, Male/diagnosis , Infertility, Male/etiology , Male , Reproductive Medicine/methods , Scrotum/diagnostic imaging , Selective Estrogen Receptor Modulators/therapeutic use , Semen Analysis , Societies, Medical/standards , Sperm Retrieval/standards , Treatment Outcome , United States , Urology/methods , Varicocele/complications , Varicocele/diagnosis
11.
J Gen Intern Med ; 35(6): 1830-1835, 2020 06.
Article in English | MEDLINE | ID: mdl-32239462

ABSTRACT

Systematic reviews are a necessary, but often insufficient, source of information to address the decision-making needs of health systems. In this paper, we address when and how the use of health system data might make systematic reviews more useful to decision-makers. We describe the different ways in which health system data can be used with systematic reviews, identify scenarios in which the addition of health system data may be most helpful (i.e., to improve the strength of evidence, to improve the applicability of evidence, and to inform the implementation of evidence), and discuss the importance of framing the limitations and considerations when using unpublished health system data in reviews. We developed a framework to guide the use of health system data alongside systematic reviews based on a narrative review of the literature and empirical experience. We also offer recommendations to improve the transparency of reporting when using health system data alongside systematic reviews including providing rationale for employing additional data, details on the data source, critical appraisal to understand study design biases as well as limitations in data and information quality, and how the unpublished data compares to the systematically reviewed data. Future methodological work on how best to handle internal and external validity concerns of health system data in the context of systematically reviewed data and work on developing infrastructure to do this type of work is needed.


Subject(s)
Government Programs , Research Design , Humans
12.
Syst Rev ; 9(1): 73, 2020 04 02.
Article in English | MEDLINE | ID: mdl-32241297

ABSTRACT

BACKGROUND: Improving the speed of systematic review (SR) development is key to supporting evidence-based medicine. Machine learning tools which semi-automate citation screening might improve efficiency. Few studies have assessed use of screening prioritization functionality or compared two tools head to head. In this project, we compared performance of two machine-learning tools for potential use in citation screening. METHODS: Using 9 evidence reports previously completed by the ECRI Institute Evidence-based Practice Center team, we compared performance of Abstrackr and EPPI-Reviewer, two off-the-shelf citations screening tools, for identifying relevant citations. Screening prioritization functionality was tested for 3 large reports and 6 small reports on a range of clinical topics. Large report topics were imaging for pancreatic cancer, indoor allergen reduction, and inguinal hernia repair. We trained Abstrackr and EPPI-Reviewer and screened all citations in 10% increments. In Task 1, we inputted whether an abstract was ordered for full-text screening; in Task 2, we inputted whether an abstract was included in the final report. For both tasks, screening continued until all studies ordered and included for the actual reports were identified. We assessed potential reductions in hypothetical screening burden (proportion of citations screened to identify all included studies) offered by each tool for all 9 reports. RESULTS: For the 3 large reports, both EPPI-Reviewer and Abstrackr performed well with potential reductions in screening burden of 4 to 49% (Abstrackr) and 9 to 60% (EPPI-Reviewer). Both tools had markedly poorer performance for 1 large report (inguinal hernia), possibly due to its heterogeneous key questions. Based on McNemar's test for paired proportions in the 3 large reports, EPPI-Reviewer outperformed Abstrackr for identifying articles ordered for full-text review, but Abstrackr performed better in 2 of 3 reports for identifying articles included in the final report. For small reports, both tools provided benefits but EPPI-Reviewer generally outperformed Abstrackr in both tasks, although these results were often not statistically significant. CONCLUSIONS: Abstrackr and EPPI-Reviewer performed well, but prioritization accuracy varied greatly across reports. Our work suggests screening prioritization functionality is a promising modality offering efficiency gains without giving up human involvement in the screening process.


Subject(s)
Machine Learning , Mass Screening , Evidence-Based Medicine , Humans , Research , Systematic Reviews as Topic
13.
J Urol ; 199(4): 990-997, 2018 04.
Article in English | MEDLINE | ID: mdl-29331546

ABSTRACT

PURPOSE: This guideline is structured to provide a clinical framework stratified by cancer severity to facilitate care decisions and guide the specifics of implementing the selected management options. The summary presented herein represents Part II of the two-part series dedicated to Clinically Localized Prostate Cancer: AUA/ASTRO/SUO Guideline discussing risk stratification and care options by cancer severity. Please refer to Part I for discussion of specific care options and outcome expectations and management. MATERIALS AND METHODS: The systematic review utilized in the creation of this guideline was completed by the Agency for Healthcare Research and Quality and through additional supplementation by ECRI Institute. This review included articles published between January 2007 and March 2014 with an update search conducted through August 2016. When sufficient evidence existed, the body of evidence for a particular treatment was assigned a strength rating of A (high), B (moderate), or C (low) for support of Strong, Moderate, or Conditional Recommendations. Additional information is provided as Clinical Principles and Expert Opinions (table 2 in supplementary unabridged guideline, http://jurology.com/). RESULTS: The AUA (American Urological Association), ASTRO, and SUO (Society of Urologic Oncology) formulated an evidence-based guideline based on a risk stratified clinical framework for the management of localized prostate cancer. CONCLUSIONS: This guideline attempts to improve a clinician's ability to treat patients diagnosed with localized prostate cancer, but higher quality evidence in future trials will be essential to improve the level of care for these patients. In all cases, patient preferences should be considered when choosing a management strategy.


Subject(s)
Clinical Decision-Making , Medical Oncology/standards , Prostatic Neoplasms/therapy , Societies, Medical/standards , Urology/standards , Humans , Male , Patient Preference , Patient Selection , Prostate/pathology , Prostatic Neoplasms/diagnosis , Prostatic Neoplasms/pathology , Severity of Illness Index , United States
14.
J Urol ; 199(3): 683-690, 2018 03.
Article in English | MEDLINE | ID: mdl-29203269

ABSTRACT

PURPOSE: This guideline is structured to provide a clinical framework stratified by cancer severity to facilitate care decisions and guide the specifics of implementing the selected management options. The summary presented represents Part I of the two-part series dedicated to Clinically Localized Prostate Cancer: AUA/ASTRO/SUO Guideline discussing risk stratification and care options by cancer severity. MATERIALS AND METHODS: The systematic review utilized in the creation of this guideline was completed by the Agency for Healthcare Research and Quality and through additional supplementation by ECRI Institute. This review included articles published between January 2007 and March 2014 with an update search conducted through August 2016. When sufficient evidence existed, the body of evidence for a particular treatment was assigned a strength rating of A (high), B (moderate), or C (low) for support of Strong, Moderate, or Conditional Recommendations. Additional information is provided as Clinical Principles and Expert Opinions (table 2 in supplementary unabridged guideline, http://jurology.com/). RESULTS: The AUA (American Urological Association), ASTRO, and SUO (Society of Urologic Oncology) formulated an evidence-based guideline based on a risk stratified clinical framework for the management of localized prostate cancer. CONCLUSIONS: This guideline attempts to improve a clinician's ability to treat patients diagnosed with localized prostate cancer, but higher quality evidence in future trials will be essential to improve the level of care for these patients. In all cases, patient preferences should be considered when choosing a management strategy.


Subject(s)
Decision Making , Patient Preference , Practice Guidelines as Topic , Prostatic Neoplasms/therapy , Risk Assessment/methods , Societies, Medical , Urology , Humans , Male , Prostatic Neoplasms/diagnosis
15.
J Clin Epidemiol ; 97: 26-34, 2018 05.
Article in English | MEDLINE | ID: mdl-29248724

ABSTRACT

OBJECTIVES: Risk-of-bias assessment is a central component of systematic reviews, but little conclusive empirical evidence exists on the validity of such assessments. In the context of such uncertainty, we present pragmatic recommendations that promote transparency and reproducibility in processes, address methodological advances in the risk-of-bias assessment, and can be applied consistently across review topics. STUDY DESIGN AND SETTING: Epidemiological study design principles; available empirical evidence, risk-of-bias tools, and guidance; and workgroup consensus. RESULTS: We developed recommendations for assessing the risk of bias of studies of health-care interventions specific to framing the focus and scope of risk-of-bias assessment; selecting the risk-of-bias categories; choosing assessment instruments; and conducting, analyzing, and presenting results of risk-of-bias assessments. Key recommendations include transparency and reproducibility of judgments, separating risk of bias from other constructs such as applicability and precision, and evaluating the risk of bias per outcome. We recommend against certain past practices, such as focusing on reporting quality, relying solely on study design or numerical quality scores, and automatically downgrading for industry sponsorship. CONCLUSION: Risk-of-bias assessment remains a challenging but essential step in systematic reviews. We presented standards to promote transparency of judgments.


Subject(s)
Bias , Research Design/standards , Systematic Reviews as Topic , Evidence-Based Medicine/standards , Guidelines as Topic , Humans , Reproducibility of Results , Risk Assessment
16.
J Urol ; 198(4): 875-883, 2017 10.
Article in English | MEDLINE | ID: mdl-28625508

ABSTRACT

PURPOSE: Stress urinary incontinence is a common problem experienced by many women that can have a significant negative impact on the quality of life of those who suffer from the condition and potentially those friends and family members whose lives and activities may also be limited. MATERIALS AND METHODS: A comprehensive search of the literature was performed by ECRI Institute. This search included articles published between January 2005 and December 2015 with an updated abstract search conducted through September 2016. When sufficient evidence existed, the body of evidence for a particular treatment was assigned a strength rating of A (high), B (moderate), or C (low) for support of Strong, Moderate, or Conditional Recommendations. In the absence of sufficient evidence, additional information is provided as Clinical Principles and Expert Opinions. RESULTS: The AUA (American Urological Association) and SUFU (Society of Urodynamics, Female Pelvic Medicine & Urogenital Reconstruction) have formulated an evidence-based guideline focused on the surgical treatment of female stress urinary incontinence in both index and non-index patients. CONCLUSIONS: The surgical options for the treatment of stress urinary incontinence continue to evolve; as such, this guideline and the associated algorithm aim to outline the currently available treatment techniques as well as the data associated with each treatment. Indeed, the Panel recognizes that this guideline will require continued literature review and updating as further knowledge regarding current and future options continues to grow.


Subject(s)
Consensus , Societies, Medical/standards , Urinary Incontinence, Stress/surgery , Urologic Surgical Procedures/standards , Urology/standards , Female , Humans , Quality of Life , United States , Urinary Incontinence, Stress/diagnosis , Urinary Incontinence, Stress/physiopathology , Urodynamics/physiology , Urologic Surgical Procedures/methods
17.
Res Synth Methods ; 7(4): 447-458, 2016 Dec.
Article in English | MEDLINE | ID: mdl-27764903

ABSTRACT

BACKGROUND: Systematic review (SR) abstracts are important for disseminating evidence syntheses to inform medical decision making. We assess reporting quality in SR abstracts using PRISMA for Abstracts (PRISMA-A), Cochrane Handbook, and Agency for Healthcare Research & Quality guidance. METHODS: We evaluated a random sample of 200 SR abstracts (from 2014) comparing interventions in the general medical literature. We assessed adherence to PRISMA-A criteria, problematic wording in conclusions, and whether "positive" studies described clinical significance. RESULTS: On average, abstracts reported 60% of PRISMA-A checklist items (mean 8.9 ± 1.7, range 4 to 12). Eighty percent of meta-analyses reported quantitative measures with a confidence interval. Only 49% described effects in terms meaningful to patients and clinicians (e.g., absolute measures), and only 43% mentioned strengths/limitations of the evidence base. Average abstract word count was 274 (SD 89). Word count explained only 13% of score variability. PRISMA-A scores did not differ between Cochrane and non-Cochrane abstracts (mean difference 0.08, 95% confidence interval -1.16 to 1.00). Of 275 primary outcomes, 48% were statistically significant, 32% were not statistically significant, and 19% did not report significance or results. Only one abstract described clinical significance for positive findings. For "negative" outcomes, we identified problematic simple restatements (20%), vague "no evidence of effect" wording (9%), and wishful wording (8%). CONCLUSIONS: Improved SR abstract reporting is needed, particularly reporting of quantitative measures (for meta-analysis), easily interpretable units, strengths/limitations of evidence, clinical significance, and clarifying whether negative results reflect true equivalence between treatments. Copyright © 2016 John Wiley & Sons, Ltd.


Subject(s)
Abstracting and Indexing , Research Design , Systematic Reviews as Topic , Abstracting and Indexing/standards , Databases, Bibliographic , Decision Making , Empirical Research , Periodicals as Topic/standards , Publishing/standards , Quality Control , United States , United States Agency for Healthcare Research and Quality
18.
Acad Radiol ; 23(8): 1047-56, 2016 08.
Article in English | MEDLINE | ID: mdl-27259379

ABSTRACT

BACKGROUND: Small cell lung cancer (SCLC) is an aggressive form of lung cancer. Accurate staging is essential to select the optimal treatment plan to maximize survival. No consensus exists on standard imaging modalities for pretreatment staging of SCLC. MATERIALS AND METHODS: We conducted a systematic review of the literature on imaging modalities in the pretreatment staging of SCLC. A systematic search of multiple databases identified relevant studies published from 2000 through June 2015. Outcomes of interest included test concordance, staging accuracy (sensitivity and specificity), choice of treatment, timeliness of treatment, and patient outcomes. RESULTS: The search identified 2880 citations; 7 studies met inclusion criteria, n = 408 patients. Six of the seven studies were deemed to have moderate risk of bias, and one was deemed to have high risk of bias. One of the studies reported test concordance, three studies reported comparative accuracy of testing strategies, and four studies reported the accuracy of a single imaging modality. Analysis from these studies revealed that fluorodeoxyglucose-positron emission tomography/computed tomography (FDG-PET/CT) is more sensitive than multidetector CT for detecting osseous metastases, more sensitive than bone scintigraphy for detecting osseous metastases, and more sensitive for detecting any distant metastases. CONCLUSIONS: Evidence is sparse on the use of imaging in the pretreatment staging of SCLC. There is a lack of evidence on patient-oriented outcomes and a lack of evidence on whether comparative accuracy or effectiveness is associated with patient factors. We found low-strength evidence suggesting that FDG-PET/CT is more sensitive than CT and bone scintigraphy for detecting osseous metastases.


Subject(s)
Diagnostic Imaging/methods , Lung Neoplasms/diagnostic imaging , Lung Neoplasms/pathology , Small Cell Lung Carcinoma/diagnostic imaging , Small Cell Lung Carcinoma/pathology , Female , Humans , Lung/diagnostic imaging , Lung/pathology , Male , Neoplasm Staging , Sensitivity and Specificity
19.
Pancreas ; 45(6): 789-95, 2016 07.
Article in English | MEDLINE | ID: mdl-26745859

ABSTRACT

Imaging tests are central to the diagnosis and staging of pancreatic adenocarcinoma. We performed a systematic review and meta-analysis of the pertinent evidence on 5 imaging tests (computed tomography (CT), magnetic resonance imaging, CT angiography, endoscopic ultrasound with fine-needle aspiration, and combined positron emission tomography with CT). Searches of several databases up to March 1, 2014, yielded 9776 articles, and 24 provided comparative effectiveness of 2 or more imaging tests. Multiple reviewers applied study inclusion criteria, extracted data from each study, rated the risk of bias, and graded the strength of evidence. Data included accuracy of diagnosis and resectability in primary untreated pancreatic adenocarcinoma, including tumor stage, nodal stage, metastases, and vascular involvement. Where possible, study results were combined using bivariate meta-analysis. Studies were at low or moderate risk of bias. Most comparisons between imaging tests were insufficient to permit conclusions, due to imprecision or inconsistency among study results. However, moderate-grade evidence revealed that CT and magnetic resonance imaging had similar sensitivities and specificities for both diagnosis and vascular involvement. Other conclusions were based on low-grade evidence. In general, more direct evidence is needed to inform decisions about imaging tests for pancreatic adenocarcinoma.


Subject(s)
Adenocarcinoma/diagnostic imaging , Diagnostic Imaging/methods , Pancreas/diagnostic imaging , Pancreatic Neoplasms/diagnostic imaging , Adenocarcinoma/pathology , Biopsy, Fine-Needle/methods , Humans , Magnetic Resonance Imaging/methods , Neoplasm Staging , Pancreas/pathology , Pancreatic Neoplasms/pathology , Positron-Emission Tomography/methods , Reproducibility of Results , Sensitivity and Specificity , Tomography, X-Ray Computed/methods
20.
BMJ Qual Saf ; 23(4): 299-318, 2014 Apr.
Article in English | MEDLINE | ID: mdl-23922403

ABSTRACT

BACKGROUND: Surgical complications represent a significant cause of morbidity and mortality with the rate of major complications after inpatient surgery estimated at 3-17% in industrialised countries. The purpose of this review was to summarise experience with surgical checklist use and efficacy for improving patient safety. METHODS: A search of four databases (MEDLINE, CINAHL, EMBASE and the Cochrane Database of Controlled Trials) was conducted from 1 January 2000 to 26 October 2012. Articles describing actual use of the WHO checklist, the Surgical Patient Safety System (SURPASS) checklist, a wrong-site surgery checklist or an anaesthesia equipment checklist were eligible for inclusion (this manuscript summarises all but the anaesthesia equipment checklists, which are described in the Agency for Healthcare Research and Quality publication). RESULTS: We included a total of 33 studies. We report a variety of outcomes including avoidance of adverse events, facilitators and barriers to implementation. Checklists have been adopted in a wide variety of settings and represent a promising strategy for improving the culture of patient safety and perioperative care in a wide variety of settings. Surgical checklists were associated with increased detection of potential safety hazards, decreased surgical complications and improved communication among operating staff. Strategies for successful checklist implementation included enlisting institutional leaders as local champions, incorporating staff feedback for checklist adaptation and avoiding redundancies with existing systems for collecting information. CONCLUSIONS: Surgical checklists represent a relatively simple and promising strategy for addressing surgical patient safety worldwide. Further studies are needed to evaluate to what degree checklists improve clinical outcomes and whether improvements may be more pronounced in particular settings.


Subject(s)
Checklist , Surgical Procedures, Operative/methods , Checklist/methods , Checklist/statistics & numerical data , Humans , Medical Errors/prevention & control , Patient Safety , Surgical Procedures, Operative/adverse effects , Surgical Procedures, Operative/standards
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