Related Experiment Video
Updated: May 15, 2026

The Innovation Arena: A Method for Comparing Innovative Problem-Solving Across Groups
Published on: May 13, 2022
Which elements of improvement collaboratives are most effective? A cluster-randomized trial
David H Gustafson1, Andrew R Quanbeck, James M Robinson
1Center for Health Enhancement Systems Studies, Industrial and Systems Engineering Department, College of Engineering, University of Wisconsin–Madison, 1513 University Avenue, Madison, WI 53706, USA. dhgustaf@wisc.edu
Aims:
Improvement collaboratives consisting of various components are used throughout health care to improve quality, but no study has identified which components work best. This study tested the effectiveness of different components in addiction treatment services, hypothesizing that a combination of all components would be most effective.
Design:
An unblinded cluster-randomized trial assigned clinics to one of four groups: interest circle calls (group teleconferences), clinic-level coaching, learning sessions (large face-to-face meetings) and a combination of all three. Interest circle calls functioned as a minimal intervention comparison group.
Setting:
Out-patient addiction treatment clinics in the United States.
Participants:
Two hundred and one clinics in five states.
Measurements:
Clinic data managers submitted data on three primary outcomes: waiting-time (mean days between first contact and first treatment), retention (percentage of patients retained from first to fourth treatment session) and annual number of new patients. State and group costs were collected for a cost-effectiveness analysis.
Findings:
Waiting-time declined significantly for three groups: coaching (an average of 4.6 days/clinic, P = 0.001), learning sessions (3.5 days/clinic, P = 0.012) and the combination (4.7 days/clinic, P = 0.001). The coaching and combination groups increased significantly the number of new patients (19.5%, P = 0.028; 8.9%, P = 0.029; respectively). Interest circle calls showed no significant effect on outcomes. None of the groups improved retention significantly. The estimated cost per clinic was $2878 for coaching versus $7930 for the combination. Coaching and the combination of collaborative components were about equally effective in achieving study aims, but coaching was substantially more cost-effective.
Conclusions:
When trying to improve the effectiveness of addiction treatment services, clinic-level coaching appears to help improve waiting-time and number of new patients while other components of improvement collaboratives (interest circles calls and learning sessions) do not seem to add further value.
Related Concept Videos
Bioequivalence Experimental Study Designs: Repeated Measures, Cross-Over, Carry-Over, and Latin Square Designs
Randomized Experiments
Simple randomization
Simple...
Clinical Trials
There are four phases in a clinical trial. A phase one...
Bioequivalence Experimental Study Designs: Completely Randomized and Randomized Block Designs
Clinical Trials: Overview
Methods of Medium Optimization