scholarly journals Performance measurement framework for hierarchical text classification

2003 ◽  
Vol 54 (11) ◽  
pp. 1014-1028 ◽  
Author(s):  
Aixin Sun ◽  
Ee-Peng Lim ◽  
Wee-Keong Ng
Keyword(s):  
Performance Measurement ◽  
Text Classification ◽  
Measurement Framework ◽  
Hierarchical Text Classification

Performance Measurement using Balance Score Card and its Applications: A Review

2015 ◽  
Vol 4 (3) ◽  
Author(s):  
Shradha Gawankar ◽  
Sachin S. Kamble ◽  
Rakesh Raut
Keyword(s):  
Performance Measurement ◽  
Organizational Performance ◽  
Performance Management ◽  
Balanced Scorecard ◽  
Strategic Change ◽  
The Balanced Scorecard ◽  
Balance Score Card ◽  
Measurement Framework ◽  
Score Card ◽  
And Performance

This paper aims to propose the idea of briefly explaining the balance scorecard by highlighting its use, application in depth. A critical enabler in achieving desired performance goals is the ability to measure performance. Despite the importance of accurately measuring organizational performance in most areas of academic research, there have been very few studies that have directly addressed the question of how overall organizational performance is or should be measured. Perhaps more importantly, none of these studies seems to have significantly influenced how overall organizational performance is actually measured in most of the empirical research that uses this construct as a dependent measure. The most popular of the performance measurement framework has been the balanced scorecard abbreviated as BSC. The BSC is widely acknowledged to have moved beyond the original ideology. It has now become a strategic change management and performance management process. The approach used in this paper is the combination of literature review on evolution of balance score card and its applications in various sectors/organizations/ areas. This paper identify that the balanced scorecard is a powerful but simple strategic tool and the simplicity of the scorecard is in its design. By encompassing four primary perspectives, the tool allows an organization to turn its attention to external concerns, such as the financial outcomes and its customers expectations, and internal areas, which include its internal processes to meet external requirements and its integration of learning and growth, to successfully meet its strategic expectations. This paper provides a comprehensive overview of the balanced scorecard combined with application and strategy, which are now in a better position to begin to recognize managements expectations and to discover new ways to build value for workplace learning and performance within organization.

Development of an integrated performance measurement framework for lean organizations

2018 ◽  
Vol 29 (1) ◽  
pp. 41-84 ◽  
Author(s):  
Narpat Ram Sangwa ◽  
Kuldip Singh Sangwan
Keyword(s):  
Performance Measurement ◽  
Performance Indicators ◽  
Manufacturing Process ◽  
Key Performance Indicators ◽  
Supplier Management ◽  
The Body ◽  
Customer Management ◽  
Content Type ◽  
Measurement Framework ◽  
Integrated Performance

Purpose The purpose of this paper is to propose an integrated performance measurement framework to measure the effect of lean implementation throughout all functions of an organization. Design/methodology/approach The paper identifies the seven categories representing all organizational functions. These categories have been divided into 26 performance dimensions and key performance indicators (KPIs) for each performance dimension have been identified to measure lean performance. The interrelationship of each category with lean principles and/or lean wastes has been identified. KPIs are developed on the basis of identified criteria, frequency analysis of existing literature, and discussion with industry professionals. Finally, an integrated performance measurement framework is proposed. Findings The proposed framework evaluates the organization under seven categories – manufacturing process, new product development (NPD), human resource management, finance, administration, customer management, and supplier management. In total, 26 dimensions and 119 key performance indicators have been identified under the seven categories. Research limitations/implications The proposed framework is a conceptual framework and it is to be tested by empirical and cross-sectional studies. Originality/value The main novelty of the research is that the leanness of the organization has been measured throughout the supply chain of the organization in an integrated way. The various areas of measurement are manufacturing process, NPD, finance, administration, customer management, and supplier management. Further, the proposed KPIs are also categorized as qualitative or quantitative, strategic or operational, social or technical, financial or non-financial, leading or lagging, static or dynamic. This paper contributes to the body of knowledge in performance measurement.

A box-uncertainty in DEA: A robust performance measurement framework

2022 ◽  
Vol 187 ◽  
pp. 115855
Author(s):  
Akram Dehnokhalaji ◽  
Somayeh Khezri ◽  
Ali Emrouznejad
Keyword(s):  
Performance Measurement ◽  
Robust Performance ◽  
Measurement Framework
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