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Table 5 Thematic clusters of microfinance and microfinance institutions research

From: Frontiers in microfinance research for small and medium enterprises (SMEs) and microfinance institutions (MFIs): a bibliometric analysis

Theme

Author(s)

Title

TC

Cluster 1: Access to and constraints on microcredit for SMEs

Chandio et al. [26]

Determinants of demand for credit by smallholder farmers': a farm level analysis based on survey in Sindh, Pakistan

51

Nguyen et al. [27]

SME credit constraints in Asia’s rising economic star: fresh empirical evidence from Vietnam

11

Tran et al. [28]

Gender difference in access to local finance and firm performance: Evidence from a panel survey in Vietnam

10

Silong and Gadanakis [29]

Credit sources, access, and factors influencing credit demand among rural livestock farmers in Nigeria

9

Afari-Sefa et al. [30]

Determinants of smallholder vegetable farmers credit access and demand in southwest region, Cameroon

7

Archer et al. [31]

SME credit constraints and access to informal credit markets in Vietnam

7

Ademola Abimbola et al. [32]

Rotating and savings credit association (ROSCAS): A veritable tool for enhancing the performance of micro and small enterprises in Nigeria

6

Diaz-Serrano and Sackey [33]

Microfinance and credit rationing: does the microfinance type matter?

6

Ding and Abdulai [34]

Smallholder preferences and willingness-to-pay measures for microcredit: Evidence from Sichuan province in China

6

Bairagya et al. [35]

Impact of Credit Accessibility on the Earnings of Self-employed Businesses in India

4

Weng et al. [36]

Credit Constraints and Rural Households’ Entrepreneurial Performance in China

3

Shuaibu and Nchake [37]

Impact of credit market conditions on agriculture productivity in Sub-Saharan Africa

3

Cluster 2: Microfinance and economic empowerment

Drori et al. [38]

How does the global microfinance industry determine its targeting strategy across cultures with differing gender values?

20

Mia et al. [39]

History of microfinance in Bangladesh: A life cycle theory approach

14

Bel hadj Miled et al. [40]

Can Microfinance Help to Reduce Poverty? A Review of Evidence for Developing Countries

8

Samineni and Ramesh [41]

Measuring the Impact of Microfinance on Economic Enhancement of Women: Analysis with Special Reference to India

7

Shoma [42]

Financing female entrepreneurs in cottage, micro, small, and medium enterprises: Evidence from the financial sector in Bangladesh 2010–2018

5

Patel and Patel [43]

Does microfinance empower women from economic, social, and political perspectives? Empirical evidence from rural Gujarat

3

Aslam et al. [44]

Impact of microfinance on poverty: Qualitative analysis for Grameen Bank borrowers

2

Khan et al. [45]

Impact of Microfinance on Economic, Social, Political and Psychological Empowerment: Evidence from Women’s Self-help Groups in Kashmir Valley, India

2

Nilakantan et al. [46]

On Ethical Violations in Microfinance Backed Small Businesses: Family and Household Welfare

2

Okunlola et al. [47]

Empowering women through microfinance: Empirical evidence from Ibadan, Oyo state, Nigeria

2

Patel and Patel [48]

Impact of microfinance on women empowerment: A study from the decision-making perspective

2

Cluster 3: Sustainability of Microfinance institutions

Gul et al. [49]

Performance of Microfinance Institutions: Does Government Ideology Matter?

20

Awaworyi [50]

Microfinance financial sustainability and outreach: is there a trade-off?

18

Cervelló-Royo, Guijarro et al. [51]

Social Performance considered within the global performance of Microfinance Institutions: a new approach

10

Li et al. [52]

Convergence of the performance of microfinance institutions: A decomposition analysis

10

Sinha and Pandey [53]

Efficiency of Microfinance Institutions in India: A Two-Stage DEA Approach

8

Leite and Mendes [54]

To profit or not to profit? Assessing financial sustainability outcomes of microfinance institutions

8

Abrar et al. [55]

Finance–growth nexus and banking efficiency: The impact of microfinance institutions

7

Al-Azzam [56]

Financing microfinance institutions: subsidies or deposit mobilization

6

Chikalipah [57]

Do micro-savings stimulate financial performance of microfinance institutions in Sub-Saharan Africa?

6

Banto and Monsia [58]

Microfinance institutions, banking, growth, and transmission channel: A GMM panel data analysis from developing countries

4

Adusei and Sarpong-Danquah [59]

Institutional quality and the capital structure of microfinance institutions: The moderating role of board gender diversity

3

Tchuigoua et al. [60]

Lending and business cycle: Evidence from microfinance institutions

3

Bharti and Malik [61]

Financial inclusion and the performance of microfinance institutions: does social performance affect the efficiency of microfinance institutions?

2

Memon et al. [62]

Financial Sustainability of Microfinance Institutions and Macroeconomic Factors: A Case of South Asia

2

Mia et al. [63]

Factors affecting borrowers’ turnover in microfinance institutions: A panel evidence

2

Cluster 4: Creditworthiness, microfinance technology infrastructure, and financing patterns

Bernards [64]

The poverty of fintech? Psychometrics, credit infrastructures, and the limits of financialization

34

Tanima et al. [65]

Surfacing the political: Women’s empowerment, microfinance, critical dialogic accounting, and accountability

20

Langevin [66]

Big data for (not so) small loans: technological infrastructures and the massification of fringe finance

13

Masiak et al. [67]

How do micro firms differ in their financing patterns from larger SMEs?

11

Wasiuzzaman et al. [68]

Creditworthiness and access to finance of SMEs in Malaysia: do linkages with large firms matter?

10

Bongomin et al. [69]

Microfinance accessibility, social cohesion, and survival of women MSMEs in post-war communities in sub-Saharan Africa: Lessons from Northern Uganda

8

Shahriar et al. [70]

Gender differences in the repayment of microcredit: The mediating role of trustworthiness

7

Koh [71]

The impact of microfinance services on socioeconomic welfare of urban vulnerable households in Malaysia

2

Mittal and Raman [72]

Financing woes: estimating the impact of MSME financing gap on financial structure practices of firm owners

2

Cluster 5: Islamic financial inclusion

Pomeroy et al. [73]

Financial inclusion to build economic resilience in small-scale fisheries

20

Ali et al. [74]

Islamic financial inclusion determinants in Indonesia: an ANP approach

12

Zauro et al. [75]

Enhancing socioeconomic justice and financial inclusion in Nigeria: The role of Zakat, Sadaqah, and Qardhul Hassan

8

Raza et al. [76]

Determining the nexus between financial inclusion and economic development in Pakistan

8

Baber [77]

Financial inclusion and FinTech: A comparative study of countries following Islamic finance and conventional finance

5

Khmous and Besim [78]

Impact of Islamic banking share on financial inclusion: evidence from MENA

3

Shaikh [79]

Using Fintech in scaling up Islamic microfinance

3

Bolarinwa et al. [80]

Does Financial Development Really Matter for Poverty Reduction in Africa?

2

Cluster 6: Microcredit and credit assessment models

Shi et al. [81]

Exploring the mismatch between credit ratings and loss given default: A credit risk approach

18

Liang and He [82]

Analyzing credit risk among Chinese P2P-lending businesses by integrating text-related soft information

13

Enimu et al. [83]

Determinants of loan repayment among agricultural microcredit finance group members in Delta state, Nigeria

8

Medina-Olivares et al. [84]

Spatial dependence in microfinance credit default

7

Zhang et al [85]

Credit risk prediction of SMEs in supply chain finance by fusing demographic and behavioral data

6

Mota et al. [86]

Determinants of microcredit repayment in Portugal: analysis of borrowers, loans and business projects

4

Ala’raj et al. [87]

The applicability of credit scoring models in emerging economies: An evidence from Jordan

3

de Paula et al. [88]

Estimating credit and profit scoring of a Brazilian credit union with logistic regression and machine-learning techniques

2

Fuming et al. [89]

Micro- and small-sized enterprises’ willingness to borrow via internet financial services during coronavirus disease 2019

2

Mou et al. [90]

Microlending on mobile social credit platforms: an exploratory study using Philippine loan contracts

2

Wang et al. [91]

The role of social and psychological related soft information in credit analysis: Evidence from a Fintech Company

2

Cluster 7: Microfinance and innovative business models

Zhang et al. [92]

Exploring the Multi-Phase Driven Process for Disruptive Business Model Innovation of E-Business Microcredit: a Multiple Case Study from China

14

Kimmitt and Dimov [93]

The recursive interplay of capabilities and constraints among microfinance entrepreneurs

9

Souza et al. [94]

Multilevel latent class modeling to segment the microfinance market

4

Kumra et al. [95]

Factors Affecting BoP Producer Intention to Use P2P Lending Platforms in India

2

Singh and Dutt [96]

Microfinance and entrepreneurship at the base of the pyramid

2

Cluster 8: Gender and equity crowdfunding

Geiger and Oranburg [97]

Female entrepreneurs and equity crowdfunding in the US: Receiving less when asking for more

24

Figueroa-Armijos and Berns [98]

Vulnerable Populations and Individual Social Responsibility in Prosocial Crowdfunding: Does the Framing Matter for Female and Rural Entrepreneurs?

7

Zhao et al. [99]

Female entrepreneurs and equity crowdfunding: the consequential roles of lead investors and venture stages

3

Cicchiello et al. [100]

In women, we trust! Exploring the sea change in investors’ perceptions in equity crowdfunding

2

  1. TC total citation