Skip to main content icon/video/no-internet

Single-Case Research

Single-case research involves an experimental approach to answering the question: Is there an effect? Questions of causal inquiry can be answered using randomized control trials (RCTs), regression discontinuity designs, as well as single-case research designs (SCRDs). This entry focuses on SCRDs, which enables researchers and practitioners to determine whether a strategy, practice, or program (independent variable—x) impacts a given behavior (dependent variable—y). For example, one may want to determine whether incorporating instructional choices during writing instruction (x) increases student engagement (y) for four middle school students. This question can be answered using an SCRD. A common misconception is that single-case research is the same as case studies (which are not experimental designs). This is simply not correct.

SCRD can be a highly effective approach for examining effects when RCTs are not feasible. There are often times when there are too few participants involved to acquire the statistical power needed to detect an effect, when ethical considerations do not support the use of a control group (which is required in RCTs), or the cost of RCTs is prohibitive. Furthermore, there are instance in which SCRD is simply the preferred methodology due to the flexibility of the design process that enables phase changes to be conducted in response to student performance. SCRD can be particularly useful in early stages of inquiry when interventions are developed and tested, or when exploring solutions for participants requires more intensive intervention efforts than those initially planned. In fact, SCRD can be the methodology of choice in programmatic lines of inquiry to determine “what works.” Researchers use SCRD to develop, test, and refine a given strategy, practice, or program before moving to RCTs to examine efficacy and effectiveness of established interventions.

This entry introduces the logic of SCRD followed by an overview of common SCRD designs: A-B-A-B withdrawal designs and multiple baseline designs (MBDs). The entry concludes with a brief discussion of strengths and considerations when employing SCRD.

Single-Case Design Logic

As mentioned, SCRDs are highly flexible experimental designs enabling one to determine “what works” when supporting an individual student, a group of students, or a school. SCRDs grew out of the field of applied behavior analysis, which involves the application of key behavioral principles (e.g., positive reinforcement) to applied contexts. The methodological logic includes four key components.

First, SCRD involves within-subject design whereby each participant serves as their own control. This is very different from group design methodology, which involves between-groups comparisons. For example, in traditional group designs, students with similar concerns (e.g., high levels of internalizing behaviors) are detected using consistent procedures (e.g., data from systematic screeners) and randomly assigned (such that each person as an equal and independent opportunity to be assigned to established conditions) to either an experimental (e.g., cognitive restructuring) or control (e.g., business as usual) condition. Using this methodology, students are often pretested on measures of interest (e.g., participation in class discussions) before the intervention begins (pretest) and again after the intervention concludes (posttest and later maintenance). In group designs, the intervention condition is fixed—the intervention does not change, participants in the control group do not access the intervention, and integrity data are collected to make sure there is no contamination between conditions. Then, analyses are conducted to determine how performance shifts over time for students who did (experimental condition) and did not (control condition) receive the intervention being tested. In SCRD, each student receives the intervention following a baseline condition. Using frequent, repeated assessment of student performance during baseline and then intervention conditions (rather than pre-/post intervention assessments), comparisons are made to see how each students’ performance shifts following systematic introduction of the intervention (e.g., cognitive restructuring) on the performance measures of interest (e.g., participation). These are within-subject comparisons.

...

  • Loading...
locked icon

Sign in to access this content

Get a 30 day FREE TRIAL

  • Watch videos from a variety of sources bringing classroom topics to life
  • Read modern, diverse business cases
  • Explore hundreds of books and reference titles

Sage Recommends

We found other relevant content for you on other Sage platforms.

Loading