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ERIC Number: ED528876
Record Type: Non-Journal
Publication Date: 2011
Pages: 9
Abstractor: ERIC
Reference Count: 13
ISBN: N/A
ISSN: N/A
Using Mahalanobis Distance Scores for Matched Pairing of Schools in a Randomized Controlled Trial Study of Leadership and Assistance for Science Education Reform (LASER)
Zoblotsky, Todd; Ransford-Kaldon, Carolyn; Morrison, Donald M.
Society for Research on Educational Effectiveness
The present paper describes the recruitment and site selection process that has been underway since January 2011, with particular emphasis on the use of Mahalanobis distance score to determine matched pairs of sites prior to randomization to treatment and control groups. Through a systematic winnowing process, the authors found that they could reduce the number of potential matching variables from more than 100 to just 11 matching variables. By computing Mahalanobis Distance scores for each eligible school, and discussing the results as a team, they were able to identify a set of matched pairs that, when randomly assigned to their two treatment conditions, produced two sets of schools that were well matched on the relevant variables, i.e., represented a level playing field for the RCT in North Carolina. They will use the same process to match and randomly assign schools in their other two regions. They hope that other researchers engaged in similar work will find this account useful. (Contains 5 tables.)
Society for Research on Educational Effectiveness. 2040 Sheridan Road, Evanston, IL 60208. Tel: 202-495-0920; Fax: 202-640-4401; e-mail: inquiries@sree.org; Web site: http://www.sree.org
Publication Type: Reports - Descriptive
Education Level: Elementary Education; Middle Schools
Audience: Researchers
Language: English
Sponsor: N/A
Authoring Institution: Society for Research on Educational Effectiveness (SREE)
Identifiers - Location: North Carolina