Applying operational research and data mining to performance based medical personnel motivation system.
This paper presents the methodology suitable for creation of a performance related remuneration system in healthcare sector, which would meet requirements for efficiency and sustainable quality of healthcare services. Methodology for performance indicators selection, ranking and a posteriori evaluation has been proposed and discussed. Priority Distribution Method is applied for unbiased performance criteria weighting. Data mining methods are proposed to monitor and evaluate the results of motivation system.We developed a method for healthcare specific criteria selection consisting of 8 steps; proposed and demonstrated application of Priority Distribution Method for the selected criteria weighting. Moreover, a set of data mining methods for evaluation of the motivational system outcomes was proposed. The described methodology for calculating performance related payment needs practical approbation. We plan to develop semi-automated tools for institutional and personal performance indicators monitoring. The final step would be approbation of the methodology in a healthcare facility.
Vilnius University, Institute of Mathematics and Informatics.
Olegas
O
Niaksu
Vilnius Gediminas Technical University.
Jonas
J
Zaptorius
D057225:Data Mining / Q000379:methods*; D004649:Employee Incentive Plans / Q000191:economics*; D004650:Employee Performance Appraisal / Q000458:organization & administration*; D006282:Health Personnel / Q000191:economics* / Q000706:statistics & numerical data; D006801:Humans; D009042:Motivation; D009874:Operations Research; D016526:Workload / Q000191:economics* / Q000706:statistics & numerical data