Author/s | Year | Publisher | Geographical Region | Duration | Data Source | Gender Parameter | Performance Parameter | ||||
---|---|---|---|---|---|---|---|---|---|---|---|
Board | Manager | Staff | Financial | Social | Others | ||||||
Mersland and Strøm [80]* | 2009 | Elsevier | Global | 2000–2007 | Rating Agencies | ✓ | ROA, OSS, PY, OC | AL, Credit Clients | |||
Boehe and Cruz [23] | 2013 | Elsevier | African, Eastern European, Latin American, Asian | 2003–2011 | DID database | ✓ | ✓ | ✓ | FSS, PAR30 | ||
Hartarska et al. [54] | 2014 | Wiley | Global | 1998–2009 | Rating Reports | ✓ | NOAB | ||||
Mori [88] | 2014 | Taylor and Francis | Africa | 2004–2009 | Primary Data | ✓ | Monitoring and resource provision | Efficiency | |||
Strøm et al. [112] | 2014 | Elsevier | Global | 1998–2008 | Rating Agencies | ✓ | ROA, ROE, OSS, FSS | ||||
Mori et al. [89] | 2015 | Wiley | Africa | 2004–2009 | Primary Data | ✓ | AL, NOAB | ||||
Wale [118] | 2015 | Virtus Interpress | Ethiopia | 2003–2008 | MIX Market | ✓ | ROA, OSS | AL, NOAB | |||
Gohar and Batool [45] | 2015 | Taylor and Francis | Pakistan | 2005–2009 | MIX Market | ✓ | ROA, OSS, PY | AL, NOAB | |||
Augustine et al. [13] | 2016 | Wiley | Africa | 2005–2011 | MIX Market | ✓ | ✓ | ROA, OpExp | |||
Vishwakarma [117] | 2017 | SAGE | India | 2011–2014 | Primary and MIX Market Data | ✓ | ✓ | ROA | NOAB | ||
Adusei et al. [2] | 2017 | Taylor and Francis | Global | 2010–2014 | MIX Market | ✓ | ROA, OSS | ||||
Thrikawala et al. [114] | 2017 | Inder Science | Sri Lanka | 2007–2012 | MIX Market | ✓ | OSS, ROA, YGLP, OpExp, Par30 | ||||
Pedrini [96] | 2018 | Taylor and Francis | Global | 2008–2010 | MicroFinanza Rating | ✓ | ROE, OSS | ||||
Bibi et al. [22] | 2018 | Elsevier | South Asian | 2005–2012 | MIX Market | ✓ | ✓ | GLP, FR | NOAB | ||
Shettima and Dzolkarnaini [109] | 2018 | Emerald | Nigeria | 2010–2013 | MIX Market | ✓ | ROA, ROE | ||||
Ghosh and Guha [44] | 2019 | Emerald | India | 2010–2014 | MIX Market | ✓ | ✓ | ✓ | ROA, OSS, GLP, PM | AL, NOAB | |
Boubacar [25] | 2019 | Emerald | Africa | 2013–2017 | MIX Market | ✓ | ✓ | ✓ | ROA, CPB | NOAB, NOFB | |
Hasan et al. [55] | 2019 | Springer | Bangladesh | 2008–2009 | Primary and Annual Report of MFI | ✓ | OSS | ||||
Adusei [1] | 2019 | Elsevier | Global | 2010–2014 | MIX Market | ✓ | AL, NOAB | ||||
Memon et al. [77] | 2020 | Taylor and Francis | Global | 1999–2017 | MIX Market | ✓ | ✓ | ✓ | OSS | AL, NOAB | |
Mia et al. [85] | 2022 | Wiley | Eastern Europe and Central Asia | 1996–2014 | MIX Market | ✓ | ✓ | ✓ | ROA, ROE, PM, YGL, Par30 | ||
François Seck Fall et al. [36, 37] | 2021 | Elsevier | Global | 2011 | MIX Market | ✓ | ✓ | Female Borrowers | |||
Gudjonsson et al. [46] | 2020 | VGTU Press | Global | MIX Market | ✓ | ✓ | ✓ | ROA | |||
Olohunlana et al. [94] | 2022 | Wiley | Africa | 2010–2018 | MIX Market | ✓ | OSS |