A Balanced Scorecard-Driven DEA Model for Organizational Efficiency

This study introduces a novel framework that integrates the balanced scorecard (BSC) with Data Envelopment Analysis (DEA) to address the critical challenge of aligning organizational strategy with operational efficiency.The BSC, a widely adopted tool for translating strategic objectives into measurable performance indicators, is utilized to define inputs and outputs in the DEA model.This approach facilitates a comprehensive evaluation of the relative efficiency of decision-making units (DMUs) within organizations, while ensuring that performance assessments are aligned with overarching strategic goals.The integration of these methodologies bridges the gap between qualitative strategic insights and quantitative efficiency assessments, offering a holistic perspective on organizational performance.A case study in the banking sector illustrates the framework's applicability, demonstrating its effectiveness in identifying inefficiencies, benchmarking high-performing units, and providing actionable recommendations for resource optimization.The results underscore the robustness of the proposed model, highlighting its ability to enhance data-driven decision-making processes and support sustainable organizational growth.The framework's versatility is further evidenced by its potential for application across diverse sectors, making it a powerful tool for contemporary performance management.The implications of this approach are significant, offering organizations a systematic method for evaluating efficiency while simultaneously ensuring that performance aligns with strategic objectives, thereby fostering long-term organizational success.

Authors

Publication Details

Journal
Journal of Organizations Technology and Entrepreneurship
Published
2024-09-30
DOI
https://doi.org/10.56578/jote020303
Citations
3
Primary Topic
Efficiency Analysis Using DEA
Type
article
Field-Weighted Citation Impact
1.47
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

A Balanced Scorecard-Driven DEA Model for Organizational Efficiency

Esmaeil Najafi, Sara Partouvi
3 citations
Journal of Organizations Technology and Entrepreneurship
Efficiency Analysis Using DEA
1.47
article

A Balanced Scorecard-Driven DEA Model for Organizational Efficiency

Esmaeil Najafi, Sara Partouvi
article en
3 citations

Abstract

This study introduces a novel framework that integrates the balanced scorecard (BSC) with Data Envelopment Analysis (DEA) to address the critical challenge of aligning organizational strategy with operational efficiency.The BSC, a widely adopted tool for translating strategic objectives into measurable performance indicators, is utilized to define inputs and outputs in the DEA model.This approach facilitates a comprehensive evaluation of the relative efficiency of decision-making units (DMUs) within organizations, while ensuring that performance assessments are aligned with overarching strategic goals.The integration of these methodologies bridges the gap between qualitative strategic insights and quantitative efficiency assessments, offering a holistic perspective on organizational performance.A case study in the banking sector illustrates the framework's applicability, demonstrating its effectiveness in identifying inefficiencies, benchmarking high-performing units, and providing actionable recommendations for resource optimization.The results underscore the robustness of the proposed model, highlighting its ability to enhance data-driven decision-making processes and support sustainable organizational growth.The framework's versatility is further evidenced by its potential for application across diverse sectors, making it a powerful tool for contemporary performance management.The implications of this approach are significant, offering organizations a systematic method for evaluating efficiency while simultaneously ensuring that performance aligns with strategic objectives, thereby fostering long-term organizational success.

Journal of Organizations Technology and EntrepreneurshipVol. 2(3)
Openalex Percentile: Top 15%
Efficiency Analysis Using DEA
1.47
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.