Rural-Urban Pay Difference in the Microfinance Industry: Evidence from Developing Countries

Abstract

Purpose

This study examines the rural-urban wage disparity in the microfinance sector, motivated by the increasing urban focus of microfinance institutions (MFIs) and their emphasis on equitable compensation. It aims to test the existence of an urban wage premium and identify its key drivers.

Study Design

Using panel data from 1810 MFIs across 111 developing countries (2007–2018), the study employs Fixed Effects Models and System Generalized Method of Moments to analyze average employee salaries, urban versus rural loan distribution, and firm-level metrics like operational self-sufficiency and portfolio quality.

Findings

The study confirms a significant urban wage premium, reasonably driven by agglomeration effects, higher cost-of-living adjustments, and greater productivity in urban areas. Larger and financially stable MFIs also offer higher wages, regardless of location.

Contributions

This research extends the urban wage premium literature to the microfinance context, incorporating firm-level factors to explain pay disparities. It provides a global perspective on wage inequality within MFIs.

Implications

The findings recommend policy interventions to address rural-urban disparities, and future research into employee-level heterogeneity. They also guide practitioners in attracting and retaining talent across markets.

Keywords

wage salaries urban rural microfinance microfinance institutions employees pay difference

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References

Ahamed

M. M.

Wen

Gupta

(2019). Does board composition affect the gender pay gap? Economics Letters, 184(3), Article 108624. https://doi.org/10.1016/j.econlet.2019.108624

Ahmed

Ullah

Ahmed

(2015). Relationship between employee job satisfaction and turnover intention in microfinance banks in Pakistan. Paradigms, 9(1), 123–137. https://doi.org/10.24312/paradigms090108

Almeida

E. R. F.

Araújo

Gonçalves

S. L.

(2022). Urban wage premium for women: Evidence across the wage distribution. World Development, 159(5), Article 106059. https://doi.org/10.1016/j.worlddev.2022.106059

Arellano

Bond

(1991). Some tests of specification for panel data: Monte Carlo evidence and an application to employment equations. The Review of Economic Studies, 58(2), 277–297. https://doi.org/10.2307/2297968

Arellano

Bover

(1995). Another look at the instrumental variable estimation of error-components models. Journal of Econometrics, 68(1), 29–51. https://doi.org/10.1016/0304-4076(94)01642-d

Azim

M. I.

Sheng

Barut

(2017). Combating corruption in a microfinance institution. Managerial Auditing Journal, 32(4/5), 445–462. https://doi.org/10.1108/MAJ-03-2016-1342

Bloom

Guvenen

Smith

B. S.

Song

von Wachter

(2018). The disappearing large-firm wage premium. AEA Papers and Proceedings, 108(1), 317–322. https://doi.org/10.1257/pandp.20181066

Blundell

Bond

(1998). Initial conditions and moment restrictions in dynamic panel data models. Journal of Econometrics, 87(1), 115–143. https://doi.org/10.1016/s0304-4076(98)00009-8

Brixy

Brunow

Ochsen

(2022). On the peripheral-urban wage gap in Germany. Applied Geography, 139(1), Article 102647. https://doi.org/10.1016/j.apgeog.2022.102647

10.

Burton

M. D.

Dahl

M. S.

Sorenson

(2017). Do start-ups pay less? ILR Review, 71(5), 1179–1200. https://doi.org/10.1177/0019793917747240

11.

Cheng

(2008). Board size and the variability of corporate performance. Journal of Financial Economics, 87(1), 157–176. https://doi.org/10.1016/j.jfineco.2006.10.006

12.

Chmelíková

Krauss

Dvouletý

(2019). Performance of microfinance institutions in Europe—does social capital matter? Socio-Economic Planning Sciences, 68(4), Article 100670. https://doi.org/10.1016/j.seps.2018.11.007

13.

D'Costa

Overman

H. G.

(2014). The urban wage growth premium: Sorting or learning? Regional Science and Urban Economics, 48(3), 168–179. https://doi.org/10.1016/j.regsciurbeco.2014.06.006

14.

Duranton

Puga

(2015). Urban land use. Handbook of regional and urban economics (5, pp. 467–560). Elsevier. https://doi.org/10.1016/B978-0-444-59531-7.00008-9

15.

Eccles

R. G.

Ioannou

Serafeim

(2014). The impact of corporate sustainability on organizational processes and performance. Management Science, 60(11), 2835–2857. https://doi.org/10.1287/mnsc.2014.1984

16.

Engbom

Moser

Sauermann

(2022). Firm pay dynamics. Journal of Econometrics, 233(2), 396–423. https://doi.org/10.1016/j.jeconom.2022.01.012

17.

Ewusie

E. A.

Annim

S. K.

Brafu‐Insaidoo

(2021). The density of microfinance institutions and multiple borrowing in Ghana: Are rural borrowers vulnerable? Journal of International Development, 33(8), 1217–1237. https://doi.org/10.1002/jid.3551

18.

Frings

Kamb

(2022). The relative importance of portable and non-portable agglomeration effects for the urban wage premium. Regional Science and Urban Economics, 95(1), Article 103786. https://doi.org/10.1016/j.regsciurbeco.2022.103786

19.

Gould

E. D.

(2007). Cities, workers, and wages: A structural analysis of the urban wage premium. The Review of Economic Studies, 74(2), 477–506. https://doi.org/10.1111/j.1467-937X.2007.00428.x

20.

Hanka

(1998). Debt and the terms of employment. Journal of Financial Economics, 48(3), 245–282. https://doi.org/10.1016/s0304-405x(98)00012-9

21.

Hansen

L. P.

(1982). Large sample properties of generalized method of moments estimators. Econometrica: Journal of the Econometric Society, 50(4), 1029–1054. https://doi.org/10.2307/1912775

22.

Hartarska

Mersland

(2012). Which governance mechanisms promote efficiency in reaching poor clients? Evidence from rated microfinance institutions. European Financial Management, 18(2), 218–239. https://doi.org/10.1111/j.1468-036X.2009.00524.x

23.

Hegarty

(2018). Tech recruiting: How to attract and retain employees in today’s full employment economy. Strategic HR Review, 17(5), 265–266. https://doi.org/10.1108/SHR-10-2018-147

24.

Helsley

R. W.

Strange

W. C.

(2014). Coagglomeration, clusters, and the scale and composition of cities. Journal of Political Economy, 122(5), 1064–1093. https://doi.org/10.1086/676557

25.

Hensvik

L. E.

(2014). Manager impartiality: Worker-firm matching and the gender wage gap. ILR Review, 67(2), 395–421. https://doi.org/10.1177/001979391406700205

26.

Heuermann

Halfdanarson

Suedekum

(2010). Human capital externalities and the urban wage premium: Two literatures and their interrelations. Urban Studies, 47(4), 749–767. https://doi.org/10.1177/0042098009352363

27.

Hirsch

Jahn

E. J.

Manning

Oberfichtner

(2022). The urban wage premium in imperfect labor markets. Journal of Human Resources, 57(S), S111–S136. https://doi.org/10.3368/jhr.monopsony.0119-9960r1

28.

Jensen

M. C.

(1993). The modern industrial revolution, exit, and the failure of internal control systems. The Journal of Finance, 48(3), 831–880. https://doi.org/10.2307/2329018

29.

Jones

D’Aoust

Bernard

(2017). The urban wage premium in Africa. In Johnson-Lans

(Ed.), Wage inequality in Africa (pp. 33–53): Springer International Publishing.

30.

Kanyurhi

E. B.

Bugandwa Mungu Akonkwa

(2016). Internal marketing, employee job satisfaction, and perceived organizational performance in microfinance institutions. International Journal of Bank Marketing, 34(5), 773–796. https://doi.org/10.1108/IJBM-06-2015-0083

31.

Kong

Jiang

Zhu

(2022). Business strategy, corporate social responsibility, and within-firm pay gap. Economic Modelling, 106(1), Article 105703. https://doi.org/10.1016/j.econmod.2021.105703

32.

Kronberg

A.-K.

(2020). Workplace gender pay gaps: Does gender matter less the longer employees Stay? Work and Occupations, 47(1), 3–43. https://doi.org/10.1177/0730888419868748

33.

Lee

S. H.

Ha-Brookshire

(2017). Ethical climate and job attitude in fashion retail employees’ turnover intention, and perceived organizational sustainability performance: A cross-sectional study. Sustainability, 9(3), 465. https://doi.org/10.3390/su9030465

34.

Lopez

Winkler

(2018). The challenge of rural financial inclusion – evidence from microfinance. Applied Economics, 50(14), 1555–1577. https://doi.org/10.1080/00036846.2017.1368990

35.

(2020). The role of microfinance workers in Financialization: Negotiating the meaning of Development in China. (Master’s). Illinois State University. https://ir.library.illinoisstate.edu/cgi/viewcontent.cgi?article=2298&context=etd

36.

Magda

Sałach

(2021). Gender pay gaps in domestic and foreign-owned firms. Empirical Economics, 61(4), 2237–2263. https://doi.org/10.1007/s00181-020-01950-z

37.

Mahmud

Sawada

Tanaka

(2022). Microfinance competition and multiple borrowing: Evidence using panel data from Bangladesh. Review of Development Economics, 26(2), 1164–1188. https://doi.org/10.1111/rode.12869

38.

Mak

Y. T.

Kusnadi

(2005). Size really matters: Further evidence on the negative relationship between board size and firm value. Pacific-Basin Finance Journal, 13(3), 301–318. https://doi.org/10.1016/j.pacfin.2004.09.002

39.

Marré

(2017). Rural education at a glance, 2017 Edition. USA: United States Department of Agriculture. Retrieved from. https://www.ers.usda.gov/publications/pub-details/?pubid=83077

40.

Masso

Meriküll

Vahter

(2022). The role of firms in the gender wage gap. Journal of Comparative Economics, 50(2), 454–473. https://doi.org/10.1016/j.jce.2021.10.001

41.

Matano

Naticchioni

(2016). What drives the urban wage premium? Evidence along the wage distribution. Journal of Regional Science, 56(2), 191–209. https://doi.org/10.1111/jors.12235

42.

Mia

M. A.

Sangwan

Hussain

A. H. M. B.

Malim

N. A. K.

(2022). Rural–urban financial inclusion: Implications on the cost sustainability of microfinance lenders. Managerial and Decision Economics, 43(6), 1899–1911. https://doi.org/10.1002/mde.3498

43.

Nyamsogoro

G. D.

(2010). Financial sustainability of rural microfinance institutions (MFIs) in Tanzania (Doctoral). University of Greenwich.

44.

W. Y.

Idson

T. L.

(1999). Firm size and wages. Handbook of Labor Economics, 3(2), 2165–2214. https://doi.org/10.1016/S1573-4463(99)30019-5

45.

Otiti

Andersson

Mersland

(2021). Is employee-client matching good for firms targeting the bottom of the pyramid? A study of microfinance institutions. International Journal of Development Issues, 20(1), 1–23. https://doi.org/10.1108/IJDI-04-2020-0069

46.

Pateman

(2011). Rural and urban areas: Comparing lives using rural/urban classifications. Regional Trends, 43(1), 11–86. https://doi.org/10.1057/rt.2011.2

47.

Peng

(2019). Urban scale and wage premium: Evidence from China. Journal of the Asia Pacific Economy, 24(3), 468–480. https://doi.org/10.1080/13547860.2019.1624335

48.

Périlleux

Hudon

Bloy

(2011). Surplus distribution in microfinance: Differences among cooperative, Nonprofit, and shareholder forms of ownership. Nonprofit and Voluntary Sector Quarterly, 41(3), 386–404. https://doi.org/10.1177/0899764011406287

49.

Roodman

(2009). How to do xtabond2: An introduction to difference and system GMM in Stata. STATA Journal, 9(1), 86–136. https://doi.org/10.1177/1536867x0900900106

50.

Roodman

(2009). A note on the theme of too many instruments. Oxford Bulletin of Economics & Statistics, 71(1), 135–158. https://doi.org/10.1111/j.1468-0084.2008.00542.x

51.

Tilakaratna

Hulme

(2015). Microfinance and multiple borrowing in Sri Lanka: Another microcredit bubble in South Asia? South Asia Economic Journal, 16(1), 46–63. https://doi.org/10.1177/1391561415575127

52.

Windmeijer

(2005). A finite sample correction for the variance of linear efficient two-step GMM estimators. Journal of Econometrics, 126(1), 25–51. https://doi.org/10.1016/j.jeconom.2004.02.005

53.

Yankow

J. J.

(2006). Why do cities pay more? An empirical examination of some competing theories of the urban wage premium. Journal of Urban Economics, 60(2), 139–161. https://doi.org/10.1016/j.jue.2006.03.004