DEA Generalized Return to Scale with Slack-Based Measure of Financial Inclusion Efficiency in Bihar, India

Abstract: This study examines financial inclusion across Bihar's districts over five years, focusing on resource allocation, efficiency, and sustainable development. Utilizing Data Envelopment Analysis (DEA), the research evaluates five dimensions of financial inclusion—availability, accessibility, usage, awareness, and banking penetration—across ten indicators. The findings reveal distinct resource distribution patterns, with Patna consistently leading in financial infrastructure. Efficiency scores show a positive trend until 2019-2020, with slight fluctuations during 2020-2021. Districts like East Champaran and Jamui emerge as benchmarks for optimal resource utilization. The study identifies areas for resource slack adjustments, balancing surpluses and shortfalls, to improve efficiency. Despite data limitations, the research offers valuable insights for policy-making and sustainable financial systems. Future research could explore regional variations, conduct more extensive longitudinal studies, and incorporate qualitative data. This study contributes to the understanding of financial inclusion dynamics, supporting informed decision-making for sustainable economic development. Keywords: Financial Inclusion, Inclusion Efficiency, Data Envelopment Analysis, Slack-Based Measure, Economic Development JEL Classification Number: G21, G29, C67, O1

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Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2025-06-24
DOI
https://doi.org/10.5281/zenodo.15731171
Primary Topic
Oral and gingival health research
Type
article
Field-Weighted Citation Impact
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article

DEA Generalized Return to Scale with Slack-Based Measure of Financial Inclusion Efficiency in Bihar, India

Zenodo (CERN European Organization for Nuclear Research)
Oral and gingival health research
article

DEA Generalized Return to Scale with Slack-Based Measure of Financial Inclusion Efficiency in Bihar, India

article en

Abstract

Abstract: This study examines financial inclusion across Bihar's districts over five years, focusing on resource allocation, efficiency, and sustainable development. Utilizing Data Envelopment Analysis (DEA), the research evaluates five dimensions of financial inclusion—availability, accessibility, usage, awareness, and banking penetration—across ten indicators. The findings reveal distinct resource distribution patterns, with Patna consistently leading in financial infrastructure. Efficiency scores show a positive trend until 2019-2020, with slight fluctuations during 2020-2021. Districts like East Champaran and Jamui emerge as benchmarks for optimal resource utilization. The study identifies areas for resource slack adjustments, balancing surpluses and shortfalls, to improve efficiency. Despite data limitations, the research offers valuable insights for policy-making and sustainable financial systems. Future research could explore regional variations, conduct more extensive longitudinal studies, and incorporate qualitative data. This study contributes to the understanding of financial inclusion dynamics, supporting informed decision-making for sustainable economic development. Keywords: Financial Inclusion, Inclusion Efficiency, Data Envelopment Analysis, Slack-Based Measure, Economic Development JEL Classification Number: G21, G29, C67, O1

Zenodo (CERN European Organization for Nuclear Research)
Central University of Tibetan Studies (IN), Central University of South Bihar (IN)
Reduced inequalities
Openalex Percentile: Top 39%
Oral and gingival health research
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