School of Management, Zhejiang Shuren University, Hangzhou, China.
Department of Management Sciences, City University of Hong Kong, Hong Kong, Hong Kong Special Administrative Region, China.
PLoS One. 2022 Apr 6;17(4):e0265349. doi: 10.1371/journal.pone.0265349. eCollection 2022.
South Asia primarily consists of developing economies with diverse financial systems. The commercial banking industry plays a crucial role in each country's financial development in the region. This research aims to evaluate commercial banking industries' efficiency and productivity growth in the South Asian (SA) region over 6 years (2013-2018). In addition, the technology gap among the banking industries of all countries is also explored. Data envelopment analysis (DEA) Meta-frontier is employed to measure the technical efficiency (TE) and technology gap ratio (TGR) among the countries. Further Malmquist productivity index (MPI) is used for productivity change estimation. Results indicate that, on average, 147 commercial banks (CBs) have a technical efficiency score of 0.6208, while CBs in Nepal are the most efficient in the region with an average score of 0.7153. The Meta frontier analysis also confirms the presence of different production technologies in CBs. Nepal's CBs group frontier is closer to meta-frontier (technology gap ratio, TGR = 0.9361) While, Bangladesh, Pakistan, India, and Sri Lanka rank second, third, fourth, and fifth, respectively. The results of productivity contend that the total factor productivity change of all 147 CBs decreases by 0.8 percent on average over the study period. CBs have enhanced their productivity growth in Sri Lanka, Nepal, and Pakistan, but declining trends have been witnessed in Indian and Bangladesh's commercial banking industries.
南亚主要由发展中经济体组成,其金融体系具有多样性。商业银行在该地区各国的金融发展中起着至关重要的作用。本研究旨在评估南亚(SA)地区商业银行在六年(2013-2018 年)期间的效率和生产力增长情况。此外,还探讨了所有国家银行业之间的技术差距。采用数据包络分析(DEA)超前沿方法来衡量各国的技术效率(TE)和技术差距比(TGR)。进一步使用 Malmquist 生产力指数(MPI)来估计生产力变化。结果表明,平均而言,147 家商业银行(CBs)的技术效率得分为 0.6208,而尼泊尔的 CBs 是该地区效率最高的,平均得分为 0.7153。超前沿分析也证实了 CBs 之间存在不同的生产技术。尼泊尔的 CBs 组前沿更接近超前沿(技术差距比,TGR=0.9361),而孟加拉国、巴基斯坦、印度和斯里兰卡分别位居第二、第三、第四和第五。生产力的结果表明,在研究期间,所有 147 家 CBs 的全要素生产率变化平均下降了 0.8%。斯里兰卡、尼泊尔和巴基斯坦的 CBs 提高了其生产力增长,但印度和孟加拉国的商业银行行业则出现了下降趋势。