Housing Finance and Sectoral Housing Stock in Kenya: Evidence from a Nonlinear ARDL Approach

Authors

  • Mr. Hilary Mati Kilonzo

  • Prof. Moses Muriithi

  • Dr. Benedicto Onkoba Ongeri

  • Dr. Justine Mogendi

Keywords:

Housing stock accumulation, Housing finance, Financialization of housing, Affordability, Nonlinear ARDL, Kenya

Abstract

This paper examines the long-run relationship between housing finance and housing stock accumulation in Kenya using annual data from 1970 to 2024. While standard housing models predict that credit expansion should stimulate residential construction, Kenya's experience suggests a limited transmission from housing finance to physical housing stock. The study employs a nonlinear autoregressive distributed lag framework that allows for asymmetric short-run and long-run effects while distinguishing between residential and nonresidential housing stock. The results reveal sectoral asymmetry: housing finance is associated with shortrun adjustments in non-residential housing stock, but does not exert a statistically significant long-run effect on residential housing stock. Residential stock accumulation is instead driven primarily by income growth and construction costs. The findings suggest that housing finance deepening in Kenya has not translated into sustained residential housing stock expansion, raising important questions about the structure of credit allocation within the housing sector.

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How to Cite

Housing Finance and Sectoral Housing Stock in Kenya: Evidence from a Nonlinear ARDL Approach. (2026). Global Journal of Management and Business Research, 26(B1), 33-42. https://doi.org/10.34257/GJMBRB254547

Author Biographies

Mr. Hilary Mati Kilonzo

Hilary Mati Kilonzo is a researcher in the Department of Economics at the University of Nairobi, specializing in housing finance and macroeconomic modeling in the Kenyan context.

Prof. Moses Muriithi

Professor Moses Muriithi is an academic at the University of Nairobi's Department of Economics, with extensive experience in economic policy analysis and housing market dynamics.

Dr. Benedicto Onkoba Ongeri

Dr. Benedicto Onkoba Ongeri is a lecturer and researcher at the University of Nairobi, focusing on applied economics and sectoral stock accumulation in East Africa.

Dr. Justine Mogendi

Dr. Justine Mogendi serves as a faculty member at the University of Nairobi's Department of Economics, contributing to research on financialization and residential construction trends.

References

Manuel Aalbers (2017) The variegated financialization of housing. 41(4), 542-554. https://doi.org/10.1111/1468-2427.12522

L. Agnello, V. Castro, R. M. Sousa (2020) The housing cycle: What role for mortgage market development and housing finance?. 60(3), 391-422.

Tom Archer, Ian Cole (2021) The financialization of housing production: Exploring capital flows and value extraction among major housebuilders in the UK. 36(4), 1367-1387. https://doi.org/10.1007/s10901-021-09822-3

E. M. Bah, I. Faye, Z. F. Geh (2018) Housing market dynamics in Africa. https://doi.org/10.1057/978-1-137-59792-2

B. Bahadir, I. Gumus (2016) Credit decomposition and business cycles in emerging market economies. 103, 250-262.

G. Barone, F. David, G. de Blasio, S. Mocetti (2021) How do house prices respond to mortgage supply?. 21(1), 127-140. https://doi.org/10.1093/jeg/lbaa012

N. A. Boamah (2011) The macro-economy and housing credit market in Ghana. 5(1), 25-39. https://doi.org/10.4314/afrrev.v5i1.64507

(1999) Bank supervision annual report.

J. K. Cheruiyot, C. S. Makhandi (2024) State of banking sector mortgage market in Kenya.

P. Collier, A. J. Venables (2013) Housing and urbanization in Africa: Unleashing a formal market process.

(2025) Kenya's real estate investment trusts (REITs) H1 2025 report.

R. B. De Rezende (2025) Effects of cost of mortgage on house prices: The role of the maturity structure of mortgage contracts. https://doi.org/10.1080/10835547.2025.2565078

(2025) Housing in Kenya: From historical initiatives to current affordable housing programme.

D. DiPasquale, W. C. Wheaton (1996) Urban economics and real estate markets.

D. A. Edwin, E. K. Glover, E. K. Glover (2023) Landed property as collateral to access credit for housing development in Ghana: The case of Northern Region of Ghana. 9(7), e17646. https://doi.org/10.1016/j.heliyon.2023.e17646

G. Favara, J. Imbs (2015) Credit supply and the price of housing. 105(3), 958-992. https://doi.org/10.1257/AER.20121416

C. Feather, C. K. Meme (2019) Strengthening housing finance in emerging markets: The savings and credit cooperative organization (SACCO) model in Kenya. 34(9), 1485-1520. https://doi.org/10.1080/02673037.2019.1584663

R. Fernandez, M. B. Aalbers (2016) Financialization and housing: Between globalization and varieties of capitalism. 20(2), 71-88. https://doi.org/10.1177/1024529415623916

D. Gardner, K. Lockwood, J. Pienaar (2021) Ghana: Economic impact of housing construction and rental activities.

R. K. Green, S. Malpezzi, S. Seelig (2005) A short primer on housing markets.

(2024) The housing need in Kenya.

J. D. Hamilton (2009) Oil prices and the economic recession of 2007-08.

B. Hofmann (2004) The determinants of private credit growth: A survey and some new evidence. (155).

K. R. Hope (2010) Infrastructure constraints and development in Kenya. 2(2), 91-104. https://doi.org/10.1177/097493061100200201

B. J. Idrovo-Aguirre, F.-J. Lozano (2025) The impact of rising mortgage rates on housing demand among middle-income groups: Evidence from Chile. 2(3), 15. https://doi.org/10.3390/realestate2030015

S. Iyandemye, J. Barayandema, F. Gasheja (2018) Mortgage finance market and housing affordability in urban areas in Rwanda: A case of Kigali City. 7(1), 41-58.

G. D. Jud, D. T. Winkler (2003) The Q theory of housing investment. 27(3), 379-392. https://doi.org/10.1023/A:1025846309114

G. Kavaarpuo, K. Mintah, K. A. Donkor-Hyiaman (2024) Financing housing development in an underdeveloped financial market: Learning from developers' financing adaptations. 34(6), 918-945. https://doi.org/10.1080/10511482.2023.2237004

H. M. Kilonzo, M. Muriithi, B. O. Ongeri (2025) Drivers of housing financing in Kenya. https://doi.org/10.1108/IJHMA-09-2024-0139

H. Kinuthia, C. Majale, S. Letema (2021) Influence of public policy planning on peri-urban land speculation in Nairobi Metropolitan. 107, 105515. https://doi.org/10.1016/j.landusepol.2021.105515

(2013) Kenya economic outlook.

(2016) Kenya economic report 2016: Fiscal decentralization in support of devolution.

N. K. Kishor (2023) Forecasting house prices: The role of fundamentals, credit conditions, and supply indicators. 70(1), 121-143. https://doi.org/10.1007/S11146-023-09971-Y

(2023) Real estate investment trusts brief.

(2000) Economic survey 2000.

(2010) Economic survey 2010.

(2011) Economic survey 2011.

S. Kohl (2021) Too much mortgage debt? The effect of housing financialization on housing stock accumulation and residential capital formation. 19(2), 413-440. https://doi.org/10.1093/ser/mwaa030

M. Lanne, H. Lütkepohl, P. Saikkonen (2002) Comparison of unit root tests for time series with level shifts. 23(6), 667-685. https://doi.org/10.1111/1467-9892.00285

C. S. Makhandi, S. Chepkoech, J. Kiplangat (2024) Africa housing finance yearbook 2024.

S. Malpezzi, S. K. Mayo (1997) Housing demand in developing countries. (733).

K. McQuinn, G. O'Reilly (2008) Assessing the role of income and interest rates in determining house prices. 25(3), 377-390. https://doi.org/10.1016/j.econmod.2007.06.010

A. Mian, A. Sufi (2009) The consequences of mortgage credit expansion: Evidence from the U.S. mortgage default crisis. 124(4), 1449-1496.

V. J. Mushi (2020) Housing finance and markets dynamics in Tanzania. 5(1), 16-31. https://doi.org/10.15641/jarer.v5i1.800

J. Mwathi, J. M. Karanja (2017) The effect of financing sources on real estate development in Kenya. 2(5), 43-62.

E. M. Mwenzwa, J. A. Misati, J. Akuma (2008) Kenya's social development proposals and challenges: Review of Kenya Vision 2030 first medium-term plan. 4(1), 246-253.

S. M. Ngugi, L. Wamugo (2016) Construction cost and the growth in supply of real estate housing in Kenya. 1(1), 56-73.

S. G. Njaramba, P. Gachanja, C. Mugendi (2018) The source of housing price growth in Kenya. 3(1), 7-30.

M. Norris, J. Lawson (2023) Tools to tame the financialization of housing. 28(3), 363-379.

L. Nwachukwu, L. Obi, J. Akotia (2025) Addressing housing affordability in Nigeria through incremental housing: An evaluation of the Millard Fuller Foundation model. 11(1).

P. Ofori (2024) Mortgage financing and affordable housing nexus: Evidence from developing countries. 18(1), 26-44.

J. A. Ogada, J. Wanga, B. Abura (2025) Evaluating housing affordability and its impact on financial stability among urban poor in Siaya County, Kenya. 3(2), 43-60.

J. Omagwa (2021) Affordable housing programme in Kenya: Policy guidelines and milestones. 11(2), 1-6.

M. H. Pesaran, Y. Shin, R. J. Smith (2001) Bounds testing approaches to the analysis of level relationships. 16(3), 289-326.

(1966) Sessional paper no. 5 of 1966/1967 on housing policy for Kenya.

(2016) National housing policy for Kenya.

J. K. Rono (2002) The impact of structural adjustment programmes on Kenyan society. 17(1), 81-98.

Y. Shin, B. Yu, M. Greenwood-Nimmo (2014) Modelling asymmetric cointegration and dynamic multipliers in a nonlinear ARDL framework. 281-314.

G. Swamy (1994) Structural adjustment in the 1980s: Kenya. (1238).

(2016) Support to sustainable urban development in Kenya: Addressing urban informality.

(2011) Developing Kenya's mortgage market. (63391-KE).

(2015) Stocktaking of the housing sector in Sub-Saharan Africa: Challenges and opportunities.

(2017) Kenya needs 2 million more low-income homes: Building them would boost its economic growth.

Housing Finance and Sectoral Housing Stock in Kenya: Evidence from a Nonlinear ARDL Approach

Published

2026-06-20

How to Cite

Housing Finance and Sectoral Housing Stock in Kenya: Evidence from a Nonlinear ARDL Approach. (2026). Global Journal of Management and Business Research, 26(B1), 33-42. https://doi.org/10.34257/GJMBRB254547