A Method for Key Performance Indicator Assessment in Manufacturing Organizations

Key Performance Indicators (KPIs) are an essential element of an organization’s ability to monitor its strategic health, helping to ensure the strategic goals of the organization are achieved. However, KPI assessment and improvement is often an ad hoc and consultant-driven process rather than one...

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Main Authors: Patrick Hester, Barry Ezell, Andrew Collins, John Horst, Kaleen Lawsure
Format: Article
Language:English
Published: Operations research society of Taiwan 2017-09-01
Series:International Journal of Operations Research
Subjects:
Online Access:http://www.orstw.org.tw/ijor/vol14no4/IJOR2017_vol14_no4_p157_p167.pdf
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author Patrick Hester
Barry Ezell
Andrew Collins
John Horst
Kaleen Lawsure
author_facet Patrick Hester
Barry Ezell
Andrew Collins
John Horst
Kaleen Lawsure
author_sort Patrick Hester
collection DOAJ
description Key Performance Indicators (KPIs) are an essential element of an organization’s ability to monitor its strategic health, helping to ensure the strategic goals of the organization are achieved. However, KPI assessment and improvement is often an ad hoc and consultant-driven process rather than one undertaken using scientific principles. This paper outlines the development and subsequent deployment of a method for KPI assessment founded in scholarly literature and balancing practitioner concerns for ease of use. The proposed method draws heavily on organizational stakeholder involvement at varying levels throughout the KPI assessment process, improving current methods by introducing a mathematical foundation based on value-focused thinking. The proposed method allows stakeholders to evaluate the organization’s KPIs in an effort to determine organizational performance against predetermined KPI thresholds. The method is demonstrated on a case study and suggestions for future research are offered.
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spelling doaj.art-7cb3e1fb7c634782b3044898685e3d4a2022-12-21T19:48:03ZengOperations research society of TaiwanInternational Journal of Operations Research1813-713X1813-71482017-09-01144157167A Method for Key Performance Indicator Assessment in Manufacturing OrganizationsPatrick Hester0Barry Ezell1Andrew Collins2John Horst3Kaleen Lawsure4Department of Management and Accountancy University of North Carolina at Asheville Asheville, NC 28804Virginia Modeling, Analysis and Simulation Center Old Dominion University Suffolk, VA 23435 Virginia Modeling, Analysis and Simulation Center Old Dominion University Suffolk, VA 23435 Engineering Laboratory National Institute for Standards and Technology (NIST) Gaithersburg, MA 20899 Virginia Modeling, Analysis and Simulation Center Old Dominion University Suffolk, VA 23435 Key Performance Indicators (KPIs) are an essential element of an organization’s ability to monitor its strategic health, helping to ensure the strategic goals of the organization are achieved. However, KPI assessment and improvement is often an ad hoc and consultant-driven process rather than one undertaken using scientific principles. This paper outlines the development and subsequent deployment of a method for KPI assessment founded in scholarly literature and balancing practitioner concerns for ease of use. The proposed method draws heavily on organizational stakeholder involvement at varying levels throughout the KPI assessment process, improving current methods by introducing a mathematical foundation based on value-focused thinking. The proposed method allows stakeholders to evaluate the organization’s KPIs in an effort to determine organizational performance against predetermined KPI thresholds. The method is demonstrated on a case study and suggestions for future research are offered.http://www.orstw.org.tw/ijor/vol14no4/IJOR2017_vol14_no4_p157_p167.pdfKey performance indicatorsassessmentperformance managementperformance measurementdecision analysis
spellingShingle Patrick Hester
Barry Ezell
Andrew Collins
John Horst
Kaleen Lawsure
A Method for Key Performance Indicator Assessment in Manufacturing Organizations
International Journal of Operations Research
Key performance indicators
assessment
performance management
performance measurement
decision analysis
title A Method for Key Performance Indicator Assessment in Manufacturing Organizations
title_full A Method for Key Performance Indicator Assessment in Manufacturing Organizations
title_fullStr A Method for Key Performance Indicator Assessment in Manufacturing Organizations
title_full_unstemmed A Method for Key Performance Indicator Assessment in Manufacturing Organizations
title_short A Method for Key Performance Indicator Assessment in Manufacturing Organizations
title_sort method for key performance indicator assessment in manufacturing organizations
topic Key performance indicators
assessment
performance management
performance measurement
decision analysis
url http://www.orstw.org.tw/ijor/vol14no4/IJOR2017_vol14_no4_p157_p167.pdf
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