Specialized Databases

Ohio State University Libraries Teaching & Learning and Claire Nickerson

A specialized database—often called a research or library database—allows targeted searching on one or more specific subject areas (i.e., engineering, medicine, Latin American history, etc.), for a specific format (i.e., books, articles, conference proceedings, video, images), or for a specific date range during which the information was published. Most of what specialized databases contain can not be found using a search engine.

Examples: Database Types

Here are some examples of specialized databases and the types of content they include. Explore some of them and have fun!

Database Specialized Content
Fort Hays State University Directory ⧉ Contact information for FHSU employees and departments
Explore Census Data ⧉ Data collected by the U.S. Census Bureau
Pressbooks Directory ⧉ Open textbooks
Independent Voices ⧉ Alternative-press publications from minority groups
FamilySearch ⧉ Genealogical records and related documents
ClinicalTrials.gov ⧉ Upcoming, in-progress, and completed clinical trials

When to Use Specialized Databases

Search specialized databases to uncover scholarly information that is not available through a regular web search. Specialized databases are especially helpful if you require a specific format or up-to-date, scholarly information on a specific topic.

Many databases are available both in a free version and in a subscription version. Your affiliation with a subscribing library grants you access to member-based services at no cost to you. You may have access through your college or university library, public library, or state or national library.

 

Tip: Free vs. Subscription?

In some cases, the data available in free and subscription versions are the same, but the subscription version provides some sort of added value or enhancement for searching or viewing items.

 

Database Scope

Information about the specific subject range, format, or date range a particular specialized database covers is called its scope. A specialized database may be narrow or broad in scope, depending on whether it, for instance, contains materials on one or many subject areas. Most libraries have a webpage that lists what databases they have and their scope. Here are some examples:

Once you are aware of a database’s scope, you’ll be able to decide whether the database is likely to have what you want (for instance, journal articles as opposed to conference proceedings). Reading about the scope can save you time you would have otherwise wasted searching in databases that do not contain what you need.

Activity: Determining Subject Scope

Explore your college or university library’s database list, or one of the database lists linked above. Can you find a database whose subject scope includes . . .

  • Nursing or medicine?
  • Education or teaching?
  • Literature?

Example Answers to Activity: Determining Subject Scope

  • Examples of nursing databases include CINAHL (Cumulative Index to Nursing & Allied Health Literature) and the ProQuest Nursing & Allied Health Database. Examples of other medical databases include the Cochrane Library and PubMed.
  • Examples of education databases include Education Source and ERIC (Education Resource Information Center).
  • Examples of literature databases include Literature Resource Center and MLA International Bibliography.

Activity: Years of Coverage

Instructions: In addition to subject scope, database descriptions may include years of coverage. Explore your college or university library’s database list, or one of the database lists linked above. Which database contains the oldest information? Which covers the fewest years?


How to Use Databases

Different databases contain different publications (such as journals or books), describe content using different subject terms, and provide different filter options. For this reason, databases come with documentation, such as a title list (usually available within the database itself), subject list (also usually available within the database), and help pages (usually hosted on the vendor’s website but linked near the search bar on the database’s main search page or at the bottom of the page). However, almost all library databases use keyword searching.

Keyword Searching

Although keyword search principles (as described in Chapter 9) apply, you may want to use fewer search terms since the optimal number of terms is related to database size. Google and Bing work best with several terms since they index billions of web pages and additional terms help narrow the results. Each scholarly database indexes a fraction of that number, so you are less likely to be overwhelmed by results even with one or two keywords than you would be with a search engine.

Phrase searching (putting multiple words in quotes so Google or Bing will know to search them as a phrase) is also less helpful in specialized databases because they are smaller and more focused. Databases are better searched by beginning with only a few general search terms, reviewing your results and, if necessary, limiting them in some logical way. (See Limiting Your Search below.)

Activity: Compare Them!

Instructions:
Compare a search for articles containing the phrases “United States” AND “female serial killers” in the Directory of Open Access Journals ⧉ (open access) and in the web search engine Bing. (Make sure you include the quotation marks so they will be searched as phrases.) Notice how searching too narrowly (searching for phrases) affects results in the specialized database. How could you revise the specialized database search to get more results?

Limiting Your Search

Many databases allow you to choose which areas (also called fields) of items to search for your search term(s), based on what you think will turn up documents that are most helpful.

For instance, you may think the items most likely help to you are those whose titles contain your search term(s). In that case, your search would not show you any records for items whose titles do not have your term(s). Or maybe you would want to see only records for items whose abstracts contain the term(s).

When this feature is available, directing your search to particular parts of items, you are said to be able to “limit” your search. You are limiting your search to only item parts that you think will have the biggest pay-off at distinguishing helpful items from unhelpful items.

Searching fields such as title, abstracts, and subject classification often gives helpful items.

Tip: Full-Text Searches

Some databases allow for full-text searching, but this option includes results where a search term appears only once in dozens or more pages. Searching fields such as title, abstracts, and subject classification will often give more relevant items than full-text searching.

Subject Heading Searching

One precision searching technique may be helpful in databases that allow it, and that’s subject heading searching. Subject heading searching can be much more precise than keyword searching because you are sure to retrieve only your intended concept.

Subject searching is helpful in situations such as:

  • There are multiple terms for the same topic you’re interested in (example: cats and felines).
  • There are multiple meanings for the same word (example: cookie the food and cookie the computer term).
  • There are terms used by professionals and terms used by the general public, including slang or shortened terms (example: flu and influenza).

Here’s how it works:

Database creators work with a defined list of subject headings, which is sometimes called a controlled vocabulary. That means the creators have defined which subject terms are acceptable and assigned only those words to the items it contains. The resulting list of terms is often referred to as a thesaurus. When done thoroughly, a thesaurus will not only list acceptable subject headings, but will also indicate related terms, broader terms and narrower terms for a concept.

Tip: Finding Useful Subject Headings

Try this strategy to find useful subject headings. Remember it by thinking of the letters KISS:

  • Keyword-search your topic.
  • Identify a relevant item from the results.
  • Select subject terms relevant to your topic from that item’s subject heading.
  • Search using these subject terms. (Some resources will allow you to simply click on those subject terms to perform a search. Others may require you to copy/paste a subject term[s] into a search box and choose a subject field.)
Activity: Searching Specialized Databases

Open activity in a web browser.


Records and Fields

The information researchers usually see first after searching a database is the “records” for items contained in the database that also match what was asked for by the search.

Each record describes an item that can be retrieved and gives you enough information so that, hopefully, you can decide whether it should meet your information need. The descriptions are in categories that provide different types of information about the item. These categories are called “fields.” Some fields may be empty of information for some items, and the fields that are available depend on the type of database.

Example: Database Fields

A bibliographic database describes items such as articles, books, conference papers, etc. Common fields found in bibliographic database records are:

  • Author.
  • Title (of book, article, etc.).
  • Source title (journal title, conference name, etc.).
  • Date.
  • Volume/issue.
  • Pages.
  • Abstract.
  • Descriptive or subject terms.

In contrast, a product database record might contain the following fields:

  • Product Name.
  • Product Code number.
  • Color.
  • Price.
  • Amount in Stock.
definition

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Specialized Databases Copyright © 2026 by Ohio State University Libraries Teaching & Learning and Claire Nickerson is licensed under a Creative Commons Attribution 4.0 International License, except where otherwise noted.

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