Reporting Bias

Types of reporting bias include:

Publication bias
Time lag bias
Multiple (duplicate) publication bias
Location bias
Citation bias
Language bias
Outcome reporting bias.

For details see: Cochrane Handbook for Systematic Reviews of Interventions (2008, Chapter 10)

Search Filters

The following sites include examples of pre-tested search filters: AHRQ - Making Healthcare Safer III Patient Safety Practices - a set of systematic reviews on patient safety issues including suggested search terms in each "Methods" section. McMaster University - HEDGES Project - including MEDLINE, EMBASE, and PsycINFO SIGN - Scottish Intercollegiate Guidelines Network Centre for Reviews and Dissemination - Search Filter Resource BestBETS Search Filter Resource NCBI - Clinical Queries Table PubMed Search Strategies Blog "This blog has been created to share PubMed search strategies. Search strategies posted here are not perfect. They are posted in the hope that others will benefit from the work already put into their creation and/or will offer suggestions for improvements." The InterTASC Information Specialists' Sub-Group Search Filter Resource The InterTASC Information Specialists' Sub-Group (ISSG) is the group of information professionals supporting research groups within England and Scotland providing technology assessments to the National Institute for Health and Clinical Excellence (NICE) and other associated Information Specialists. OvidSP Medline Expert Searches PubMed Special Queries Searches

Translating search strategies from one platform to another Database Syntax Guide - from Cochrane--search syntax from multiple platforms MEDLINE Transpose - translates searches from PubMed to Ovid MEDLINE and vice versa.

Embase Search Tips Embase Search Tips

PsycInfo Search Blog PsycInfo Topics Guide - includes suggested search terms

For more information ...

Centre for Evidence-Based Medicine - Formulating Answerable Clinical Questions

Evidence-Based Medicine: How to Practice and Teach EBM Call Number: Carlson Health Sci Library WB 102 E933 2005 Blaisdell Medical Library WB 102 E933 2005

Searching Systematically

The Institute of Medicine recommends in their publication Finding What Works in Health Care: Standards for Systematic Reviews, working with a librarian or other information specialist to plan out your search strategy and to peer-review the final strategy used: Standard 3.1.1 and 3.1.3.

Searching is a critical part of conducting the systematic review, as errors in the search process potentially result in a biased or otherwise incomplete evidence base. Searches for systematic reviews need to be constructed to maximise recall and deal effectively with a number of potentially biasing factors. (McGowan, 2005, p. 75) You should aim to be as extensive as possible when conducting searches for systematic reviews. However, it may be necessary to strike a balance between the sensitivity and precision of your search. Sensitivity – the number of relevant results identified divided by the total number of relevant results in existence Precision - the number of relevant results identified divided by the total number of results identified. Increasing the comprehensiveness of a search will reduce its precision and will retrieve more non-relevant results. However, ... at a conservatively-estimated reading rate of two abstracts per minute, the results of a database search can be ‘scanread’ at the rate of 120 per hour (or approximately 1000 over an 8-hour period), so the high yield and low precision associated with systematic review searching is not as daunting as it might at first appear in comparison with the total time to be invested in the review. (Cochrane Handbook for Systematic Reviews of Interventions, 2008, p. 130) A useful technique is to check the search strategies used in other systematic reviews for hints on terms and combinations to use. Several groups have also developed pre-tested search filters.

1. Developing Answerable Questions

A technique often used in health research for formulating a clinical question is the PICO Model. Using PICO, a clinical question will have 4 elements - Patient, Intervention, Comparison and Outcome.

The Cochrane Handbook for Systematic Reviews of Interventions includes the following factors to consider when developing criteria for your PICO elements.

Patient, Population or Problem	How is the disease/condition defined? What are the most important characteristics that describe the people? Are there any relevant demographic factors (eg. age, sex, ethnicity)? What is the setting (eg. hospital, community, etc)? Who should make the diagnosis? Are there any other types of people who should be excluded from the review (because they are likely to react to the intervention in a different way)? How will studies involving only a subset of relevant participants be handled?
Interventions and Comparisons	What are the experimental and control (comparator) interventions of interest? Does the intervention have variations (eg. dosage/intensity, mode of delivery, personnel who deliver it, frequency of delivery, duration of delivery, timing of delivery)? Are all variations to be included (for example is there a critical dose below which the intervention may not be clinically appropriate)? How will trials including only part of the intervention be handled? How will trials including the intervention of interest combined with another intervention (co-intervention) be handled?
Outcomes	Main outcomes, for inclusion in the 'Summary of findings' table, are those that are essential for decision-making, and should usually have an emphasis on patient-important outcomes. Primary outcomes are the two or three outcomes from among the main outcomes that the review would be likely to be able to address if sufficient studies are identified, in order to reach a conclusion about the effects (beneficial and adverse) of the intervention(s). Secondary outcomes include the remaining main outcomes (other than primary outcomes) plus additional outcomes useful for explaining effects. Ensure that outcomes cover potential as well as actual adverse effects. Consider outcomes relevant to all potential decision makers, including economic data. Consider the type and timing of outcome measurements.

We have two resources which provide a PICO search interface (both require being on the campus network, including the VPN): Ovid MEDLINE PICO search: http://access.ovid.com/custom/ucdavispico/ Embase: https://embase.com/a/#/picoSearch

2. Identify Synonyms and Related Terms

It is important not to overlook this stage in the search process. Time spent identifying all possible synonyms and related terms for each of your PICO elements or concepts will ensure that your search retrieves as many relevant records as possible.

It might be useful to check relevant dictionaries, encyclopedias and key texts for alternate terms. Build a list of each of the search terms you identify. For example, if you were searching for: Exercise-based rehabilitation for coronary heart disease Your list of synonyms and related terms might include:

3. Use Truncation and Wildcards

The definition of ‘truncation’ is to shorten or cut-off at the end. Truncation is used in database searches to ensure the retrieval of all possible variations of a search term. All databases allow truncation, but the symbols used may vary, so it is best to check the database help for details. Databases usually allow words to be truncated either at the end, or internally:

Truncating a word at the end ensures that all variations of the word, beginning with a specific root, will be retrieved. This is particularly useful for retrieving singular and plural versions of words.

Be careful not to truncate terms too early, or you may retrieve a high number of irrelevant documents. Most databases use an asterisk (*) to find alternate endings for terms. For example:

Truncating a word internally ensures that any variations of spelling of a word can be retrieved. For example, pediatrics or paedetrics

Internal truncation is available in some databases, allowing you to search for alternate spellings of words - extremely useful when searching for American and English spellings of words. For example, using the OVID databases (MEDLINE, EMBASE, PsycINFO, etc), a question mark included within a word can designate zero or one character in that place:

4. Combining Terms

Boolean Operators Boolean operators allow you to link terms together, either to widen a search or to exclude terms from your search results.

Proximity Operators Proximity (sometimes called “adjacency”) searching is similar to using Boolean operators in that you are specifying relationships between 2 or more terms. This feature is available in Ovid, but not PubMed. However, proximity searching allows you to specify the proximity of words to each other.

Nesting Nest search terms to control the logic of your search. For example: (rehabilitation OR exercise OR exercise therapy OR sports OR physical training) AND (Coronary heart bypass OR myocardial ischemia OR myocardial infarction OR coronary disease OR coronary thrombosis)

5. Identify Search Limits/Exclusion Criteria

You should next think about the limits you intend to apply to your search.

Criteria	Questions to Ask	Advice from the Cochrane Handbook for Systematic Reviews of Interventions
Time Period	Will your review be restricted by year of publication, or is it important that you cover all years?	"Date restrictions should be applied only if it is known that relevant studies could only have been reported during a specific time period, for example if the intervention was only available after a certain time point."
Language	Should you restrict to English language publications only?	"Whenever possible review authors should attempt to identify and assess for eligibility all possibly relevant reports of trials irrespective of language of publication. No language restrictions should be included in the search strategy."
Publication Type	Are you restricting your search by publication type?	"Format restrictions such as excluding letters are not recommended because letters may contain important additional information relating to an earlier trial report or new information about a trial not reported elsewhere."
Geographic Considerations	Are there any geographic considerations to include in your search strategy?	For example, if you were researching Chinese herbal medicine you would need to consult Chinese literature.

6. Keyword vs Subject Searching

Controlled vocabularies (such as the MESH subject headings used in Medline and EMTREE subject headings used in EMBASE) provide an organized approach to the way knowledge is described. Their use is extremely important as they bring uniformity to the indexing of publications included within a database. Using the same terminology throughout a database creates consistency and precision and helps you to find relevant information no matter what terminology the author may have used within their publication. Indexing is usually a manual process. Databases such as MEDLINE employ specially trained indexers to read the full-text of each publication then identify all of the concepts covered within the article. These concepts are then translated to the controlled vocabulary used within the database. It is the indexer’s job to ensure that each concept included in the article are identified and assigned a term. Each database may use different subject headings to describe the same concept. As an example, the term “complementary medicine”:

The OVID (MEDLINE), Embase.com, and CINAHL databases provide a search option to “explode” terms. PubMed automatically explodes terms, although there is the option of choosing not to explode a term. Exploded searches retrieve indexed records for a term, plus other terms which are a derivative (more specific, narrower terms) of the search term. Exploding search terms provides a fast way to find related concepts in a single search. For example, if a search for "complementary therapies" in MEDLINE was exploded:

The search results would also include records indexed with the MESH headings acupuncture”, “anthroposophy”, “auriculotherapy”, and so on. NOTE: Clicking on a MESH heading will display its tree, including the exploded terms.

Keyword searches are extremely important when conducting systematic reviews, and should be used in combination with the relevant subject headings within each of your database searches:

acstuder@ucdavis.edu

916-734-0206

Amy Studer

Health Sciences Librarian — Blaisdell Medical Library

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Health Sciences Librarian
— Blaisdell Medical Library