Conducting a Search
This section focuses on performing a literature search on bibliographic databases. However, the general principles, and the list of search terms relating to the Three Rs can also be applied to searches on Internet search engines. It includes information on planning a search, designing a search strategy, defining search terms (including examples of subject-specific terms) and how to report your search.
Planning a Search
It is essential that a literature search is an integral first step in planning any research programme. Scientists should critically review previous literature in order to
- check if their proposed research is novel
- determine how previous similar studies were conducted
- find the severity of the procedures
- identify all feasible methods of testing the hypotheses in the planned programme
A helpful guide is given in the FRAME Strategic Planning Poster, which is available in several languages.
In recent years, carrying out a systematic review of animal-related research has been advocated as a robust method of conducting such literature searches. A systematic review (SR) is a literature review focused on a single question that tries to identify, appraise, select and synthesise all available high quality research evidence relevant to the question. Many of the principles are the same for a systematic or more traditional literature review, and should result in direct implementation of the Three Rs.
A robust literature search can reveal gaps in knowledge, and identify which model will give the best answer to the research question, including whether use of animals is absolutely necessary (Replacement). It can highlight less invasive techniques and those with more humane endpoints (Refinement). It can also help to identify effective experimental designs, and prevent unnecessary duplication of animal experiments (Reduction).
Leenaars et al (2011) provide a useful overview of the five basic steps that need to be addressed when planning a comprehensive search:
1. Formulate a focused research question
2. Identify appropriate databases and sources of studies
3. Transform the research question into a search strategy
4. Collect search results and remove duplicates
5. Identify potentially relevant papers
For further details see their paper. (Click here)
Designing a search strategy and defining search terms
Once you have formulated your research question and identified appropriate databases, you will need to design a search strategy to address it. Designing a search strategy for a specific database can be complex and depends on specific search terms, the search capabilities of the database and the indexing system it uses. It may be necessary to take a specific course in the use of the major electronic bibliographic databases, which may be available at an institution’s library or to involve a specialist from the library for advice when developing a comprehensive search strategy.
Leenaars et al (2011) provide a comprehensive breakdown of how to transform a research question into a search strategy for PubMed, which is a very good introduction for this database. (Click here)
The following are general considerations when designing a search strategy.
Initially, it is necessary to define search terms specific to the field of study and the research topic. How to identify these is described below. The terms then need to be combined into a search filter using Boolean or other operators (see Search Basics).
The use of parentheses and operators makes it possible to construct very long and complicated search filters, which include the whole of the desired search. However, on systems which permit storage and subsequent recall of individual search sets, it is better to do the search in a number of steps, each dealing with one concept, and then to combine the retrieved sets in various ways. This makes it easier to go back and adapt individual filters if necessary.
Always make notes on which combinations of which sets are being used at each stage, because if the search ends up including many steps it is sometimes quite difficult to remember exactly what was done earlier, and to identify which sets to use again in order to refine the search. It is also useful to copy and save the search filters that you have designed for use in future search strategies and for reporting your search (see Reporting searches below).
If the first search retrieves too many documents, of which many are irrelevant, it will be necessary to make the search filter more precise. Do this by using narrower terms, for example searching on "rats" instead of "rodents". Another trick is to limit your search to the title field, if that is permitted.
If, the first attempt retrieves very few documents, some of the very specific parts of the search profile should be removed and/or broader search terms should be used. It may be possible to explode a search. See example by clicking here.
Having performed the subject-specific search, most scientists will want to obtain full copies of documents that appear relevant and go through them to see if the hypothesis is valid, and if the proposed study is justified. This is a good opportunity to make notes of anything that might be relevant to the Three Rs, for example;
- Are there any references to in vitro studies?
- Has any work been done on less evolved species?
- Has a particular strain of animal been shown to be more sensitive to the effects that will be studied? If yes, it may be possible to obtain statistically meaningful results using fewer animals than if a less sensitive strain was used.
- Any anaesthetics and analgesics used in the studies should be noted. It may be advisable to perform a further search on the effects of these compounds, because some may cause physiological changes which will have a confounding effect on the results, while others may result in fewer adverse effects.
- Are there any statistical models that have been developed for use in this type of study and will these affect the design of the experiments?
- Is there any mention of possible refinements such as the use of less invasive procedures, different methods of handling the animals or attempts to provide environmental enrichment?
If any of the papers are found to be irrelevant, note down the criteria used to exclude them and how many papers were excluded under each criterion.
Either as part of this first analysis, or after its completion, a second search should be carried out to investigate further possibilities for replacement, reduction and refinement. The Three Rs cover a very broad set of concepts. A useful, but not exhaustive, list of words relating to the Three Rs can be found here.
As before, it is necessary to consider using synonyms, acronyms, spelling variants and truncation. At this stage, it may be useful to limit each search filter to subject-specific keywords expressing only one concept, and use some broader terms to extend the search into other disciplines. For the same reason, it is useful to try a search in other databases.
As noted above, at all stages retrieval of relevant documents will be influenced by the indexing systems of the different databases and the extent to which the search is tailored towards those systems. Some database hosts such as ProQuest Dialog (requires Athens or institutional login) permit a simultaneous search to be carried out across multiple databases. This can save a lot of time, but it is impossible to optimise the search strategy to the indexing system of each individual database.
However, Dialog Bluesheets are available without a login. They are written guides for every database on the Dialog service, containing detailed instructions on search techniques for the special features of each database, including file description, subject coverage, date range, update frequency, sources of the data, and the origin of the information. Most importantly the search options section shows the field labels you can use to focus or narrow your search, as well as examples of how to use them online.
Retrieving the full records of known relevant articles from the selected database will show the indexing terms that are used by that database.
The best way to generate a list of subject-specific terms is to identify a set of core papers about the subject. A good place to start is by looking through some review journals.
Once one or two pertinent reviews have been found, these can be used to identify important papers and important authors in the field. This may result in some older references being listed.
It can be useful to follow these forward in time by using the Web of Knowledge citation index (requires Athens or institutional login – see above link), to identify articles that have cited these key papers and key authors. Relevant words can then be extracted from the full texts of the core papers, including any keywords supplied by the authors.
The types of search terms that need to be considered relate to the following categories:
• the field of interest: e.g. cardiology, pharmacology, neurology;
• the species used in the reported studies;
• the systems or anatomical structures that are studied;
• any pathological or physiological processes that might be involved;
• any hormones, enzymes or chemicals of interest or relevance to the study.
Try to include synonyms, for example, heart can be used in place of cardiac. Include any commonly-used acronyms, for example, GPT, NSAID. It is important to think of possible variants in spelling such as in the British and US spellings of tumour or foetus.
It would be useful at this stage to go into one or two databases and retrieve the full records for some of these core papers. This can easily be done by searching on appropriate words from the title and author names in the title and author fields, and/or searching by date in the year field. The full records will show the words that have been used to index the articles for the databases. They may help to identify further keywords. If many of the core papers cannot be retrieved from a database, this will serve as an alert that it might not be very useful for the planned search.
The indexing thesaurus should ideally be consulted, in order to obtain the preferred terms or indexing codes and also narrower and/or broader terms/codes for these concepts. Otherwise, attention once again has to be given to broader and narrower descriptions, possible synonyms, use of both singular and plural, likely usefulness of truncation and possible variations in spelling, as discussed in the Search Basics section.
Hoojimans et al (2010) and de Vries et al (2011) have created search filters for finding all animal studies in PubMed or Embase. You can copy and paste the relevant filter into your search in addition to your subject-specific terms.
Here for the PubMed version.
To demonstrate the systematic and robust nature of your search it is important to report/publish your search strategy whenever possible (this might be as a supplement to your scientific paper). This will facilitate dissemination of Three Rs information and aid other researchers to search effectively. Leenaars et al (2011) provide a good example of a diagrammatic way to present the main search results including exclusion criteria. You should also try to include your search filter.
As a general rule when reporting the search you should include:
1. all databases and other sources searched
2. the dates of the last search for each database and the period searched
3. full search strategies (including all search terms/filters)
4. any language or publication status restrictions used
5. exclusion criteria
Whether publishing the search strategy or not, it is important to save this information for your own future use.