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effectivehealthcare.ahrq.gov/sites/default/files/wysiwyg/healthcare-algorithms-agenda-for-March-23.pdf
October 08, 2025 - Agenda: Impact of Healthcare Algorithms on Racial and Ethnic Disparities
1
IMPACT OF HEALTHCARE ALGORITHMS ON RACIAL AND ETHNIC DISPARITIES
IN HEALTH AND HEALTHCARE
AGENDA
March 2–3, 2023
National Institutes of Health (NIH) Natcher Conference Center
45 Center Drive, Building 45, Bethesda, MD 20892 …
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effectivehealthcare.ahrq.gov/sites/default/files/related_files/heart-disease-ace-inhibitor-arb-disposition.pdf
March 10, 2010 - This approach is not logically
consistent. … If the EPC declines to revise methodological
approach, it should, at the very least, insert an explanation … Our point is not that one approach is inherently
better than another but that this provides the greatest … We decided on this approach a priori and would
certainly not want to make post-hoc decisions for something … The TEP and other reviewers of our CER also agree that
this is a reasonable approach.
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effectivehealthcare.ahrq.gov/sites/default/files/pdf/treatment-resistant-depression_research-protocol.pdf
December 09, 2009 - “Should I
try a medication approach again (the default), or should I try something else?” … strength of evidence based on the standard methods of the EPCs, which use a
revised version of the approach … working group.4 Developed to grade the
quality of evidence and the strength of recommendations, this approach
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effectivehealthcare.ahrq.gov/sites/default/files/related_files/asthma-provider-adherence_disposition-comments.pdf
May 19, 2013 - Suggest further defining and justifying the approach
used to synthesize the information in each domain … Our organizational approach is to list process
outcomes together and clinical outcomes
together. … If this is true, I do not understand
why the authors took this approach and it should be well justified … The limitations of current approach to
categorizing interventions expanded in
“limitations” section … Measuring peak flow is one approach to
assessing lung function that is included in the
most recent
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effectivehealthcare.ahrq.gov/sites/default/files/related_files/updating-criteria-qdr-protocol-amendment.pdf
December 28, 2023 - Title]
OR appropriateness [Title/Abstract] [Title/Abstract]) AND (method OR process OR
procedure OR approach
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effectivehealthcare.ahrq.gov/sites/default/files/pdf/nursing-home-safety_research-protocol.pdf
July 22, 2015 - pressure
ulcers, falls and high health care utilization.12, 13 However, a major limitation to this approach … unintentional weight loss, urinary incontinence, and hospital readmissions.15-17 Studies using this
second approach … Our approach is to compile the literature-based information for each GQ, then
to review the degree to
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effectivehealthcare.ahrq.gov/sites/default/files/pdf/methods-guidance-tests-performance_methods.pdf
July 01, 2012 - Note that the naïve estimate for the sensitivity and specificity of the index
test approach the true … Options for Systematic Reviewers
So how should one approach the challenge of synthesizing information … If so, the approach to
such a review is detailed in Chapter 11 in this Medical Test Methods Guide.7 … An alternative and
well-known approach is to perform difference versus average analyses (Bland-Altman-type … If so, the approach to such a
review is detailed in Chapter 11 of this Medical Test Methods Guide.
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effectivehealthcare.ahrq.gov/sites/default/files/related_files/autism-update_disposition-comments.pdf
August 06, 2014 - . 33 categorization of
interventions such as social skills) behavioral intervention
refers to the approach … If an approach included a behavioral arm or a
primarily psychoeducational component, we felt there … If an approach included a behavioral arm or a
primarily psychoeducational component, we felt there … It would be good to have a
consistent approach to presenting summarized info
throughout the Results … We have added key points to the other key questions and
made the approach consistent.
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effectivehealthcare.ahrq.gov/sites/default/files/pdf/suicide-prevention_research-protocol.pdf
December 23, 2015 - We assume there will be some
overlap between the data systems (Appendix D) discovered in this approach … We assume there will be some
overlap between the data systems (Appendix D) discovered in this approach … as the primary list of data systems is already generated using a systematic
approach. … We will reach out to these individuals by email once, and if no response then repeat the
email approach … to Building Life Skills
Reconnecting Youth: A Peer Group Approach to Building Life Skills (RY) is
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effectivehealthcare.ahrq.gov/sites/default/files/santa_eccs2012.pdf
February 01, 2013 - Common treatments
o Antibiotics
o Heartburn medications
o Anti-‐inflammatory drugs
• Disease
approach … • The best approach is to present a message as part of culture change, not as a
specific
strategy … www.effectivehealthcare.ahrq.gov) �
Slide 24: Our Approach
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effectivehealthcare.ahrq.gov/sites/default/files/pdf/rural-telehealth-amended-protocol.pdf
February 25, 2021 - While this review is intended for a broad audience of stakeholders interested in telehealth as an
approach … For KQ1a-d (effectiveness) we will use the approach
described in the Methods Guide for Effectiveness … For these reasons the SOE approach planned for KQ1 is unlikely
to be applicable. … To address this we will assess the fit of the GRADE-CERQual approach to our
included studies for these … Assessing Applicability: Applicability will be considered according to the approach described in
the
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effectivehealthcare.ahrq.gov/sites/default/files/related_files/cesarean-birth-2010_executive.pdf
January 01, 2010 - We evaluated the overall strength of the evidence
for the primary outcomes using the approach to strength … Management
We identified seven trials that aimed to reduce cesarean by
optimizing the pain management approach … total, they provide low strength of evidence for lack of
benefit of pain management strategies as an approach … is
insufficient, including many instances in which a single
study is the only evidence about the approach … In conclusion, no approach dominated as a strategy
appropriate to reduce use of cesarean in low-risk
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effectivehealthcare.ahrq.gov/sites/default/files/related_files/medical-evidence-communication_executive.pdf
November 01, 2013 - the strength of evidence on
the basis of guidance established for the EPC Program.21,22
The EPC approach … used strategies that focused
on increasing reach, ability, or motivation, or used a
multicomponent approach … recent methodological advances
(e.g., multilevel modeling) that could have improved
their analytic approach … This limited
our ability to draw conclusions about the comparative
effectiveness of one approach versus … No wording approach was clearly superior in conveying
the strength of recommendation.
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effectivehealthcare.ahrq.gov/sites/default/files/pdf/menopause_research-protocol.pdf
March 25, 2012 - Acknowledging
this approach, when trials examining efficacy for ameliorating menopausal symptoms but … If title
screening is adopted, an analogous approach will be used for the subsequent title/abstract … For the more quantitative approach, we will adapt the method described by
Thompson et al.46
E. … Pharmacy compounding of bioidentical hormone replacement therapy (BHRT): a
proposed new approach to … Acknowledging this approach, when trials examining efficacy for ameliorating m...
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effectivehealthcare.ahrq.gov/sites/default/files/related_files/asd-medical-executive-170505.pdf
May 01, 2017 - evaluated the overall methodologic risk of bias of
individual studies using the ASD-specific assessment
approach … This approach
may have overlooked relevant studies. … that may modify
effectiveness or predict which children may be most
likely to benefit from a given approach
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effectivehealthcare.ahrq.gov/sites/default/files/pdf/meditation_research-protocol.pdf
October 17, 2012 - We will use a systematic approach for extracting data to minimize the risk of bias in this process. … We will model
rare adverse events (<1%) using the Peto Odds ratio approach which has the best confidence … We have prepared the following algorithm to clarify
our approach to grading the strength of evidence … We will model rare
adverse events (<1%) using the Peto
Odds ratio approach which has the
best confidence
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effectivehealthcare.ahrq.gov/sites/default/files/pdf/trauma-interventions-maltreatment-child_research-protocol.pdf
January 12, 2012 - impact of
child maltreatment on children’s well-being as either clinical-level or system-level in approach … we received input from the public and our
Technical Expert Panel (TEP) to assure a complementary approach … To create a parallel approach across the two CERs
focused on children exposed to trauma, pharmacologic … Additional changes to the PICOTS were made to ensure a
consistent and parallel approach to the PICOTS … is intended to have broad applicability for communities, it does not
specify a single intervention approach
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effectivehealthcare.ahrq.gov/sites/default/files/related_files/suicidal-thoughts-youth-disposition-comments.pdf
April 10, 2025 - We
described the approach
in Section 2.4.6,
Grading the Strength of
Evidence in the full
report … The importance of trauma-informed
care as a key approach to this management aligns with
the current … We are not aware, though, of
any studies which have employed this approach. … This might lead to a recommendation that an
experimental therapeutics approach would improve study … This
analytic approach could facilitate potential effective
strategies for providers caring for youth
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effectivehealthcare.ahrq.gov/sites/default/files/pdf/colon-cancer-gene-profiling_technical-brief.pdf
December 01, 2012 - What is the Clinical Approach for Using GEP Assays? … What is the clinical approach for using GEP assays? … Either approach is acceptable. … This approach
results in a non-standard approach to specimen-handing, especially for frozen samples, … What is the clinical approach for using GEP assays?
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effectivehealthcare.ahrq.gov/sites/default/files/pdf/worker-health_research-protocol.pdf
May 26, 2015 - Evidence-based
Practice Center Program.23 Developed to grade the overall strength of a body of evidence,
this approach