Effect of Monitoring and Evaluation Tools on the Performance of Housing Projects in Kenya
DOI:
https://doi.org/10.59413/ajocs/v6.i6.4Keywords:
Organizational Capacity, Performance, Planning and Analysis Tools, Qualitative Tools, Quantitative Tools, Technological ToolsAbstract
The performance of housing projects in Kenya continues to attract scrutiny due to recurring challenges such as cost overruns, project delays, and quality shortfalls that hinder the achievement of affordable housing goals. This study examined the influence of Monitoring and Evaluation (M&E) tools on the performance of housing projects, focusing on the Two Rivers Development Project by Centum Real Estate as a case study. The objectives of the study were to: (1) establish the effect of quantitative M&E tools on housing project performance, (2) determine the effect of qualitative M&E tools on performance, (3) assess the effect of planning and analysis tools on performance, (4) evaluate the effect of technological tools on performance, and (5) examine the moderating role of organizational capacity in the relationship between M&E tools and project performance. The study adopted a descriptive research design grounded in Results-Based Management (RBM) and Systems Theory, emphasizing accountability, feedback, and outcome-based decision-making. The target population comprised 163 project staff involved in planning, implementation, and supervision at the Two Rivers Project. A census approach was used, and data were collected using a structured questionnaire. A pilot test was conducted on 10% of respondents to assess reliability, yielding a Cronbach’s alpha of 0.812, confirming internal consistency. Data were analyzed using SPSS version 28, employing descriptive statistics, correlation, and multiple regression analyses. Diagnostic tests for normality, multicollinearity, and homoscedasticity confirmed model validity. Results showed a strong positive correlation between the application of M&E tools and housing project performance (r = 0.734, p < 0.05). Regression analysis revealed that quantitative tools (β = 0.286, p < 0.05), qualitative tools (β = 0.249, p < 0.05), planning and analysis tools (β = 0.213, p < 0.05), and technological tools (β = 0.198, p < 0.05) significantly influenced project performance. Moreover, organizational capacity exhibited a significant moderating effect (β = 0.154, p < 0.05) on the relationship between M&E tools and performance, suggesting that strong institutional structures amplify the positive impact of M&E systems. The study concludes that integrating diverse M&E tools enhances cost efficiency, timeliness, quality, and stakeholder satisfaction in large-scale housing projects. It recommends that Centum Real Estate and similar developers institutionalize comprehensive digital M&E frameworks, strengthen staff capacity-building programs, and adopt participatory monitoring systems to ensure accountability and sustainability. The study contributes to empirical and theoretical discourse on project management by demonstrating that structured and technology-enabled M&E systems are critical drivers of performance within Kenya’s private housing sector.
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References
Achieng, J., & Kimondo, L. (2021). Role of participatory M&E in community development projects in Kenya. Journal of Sustainable Development, 14(3), 121–130.
Atieno, M., & Musyoka, D. (2023). Project implementation dynamics in Kenya’s private sector housing. Journal of Urban Development Studies, 10(2), 98–112.* https://scholar.google.com/scholar?q=Project+implementation+dynamics+in+Kenya%27s+private+sector+housing+Atieno+Musyoka+2023
Barney, J. B., & Mackey, A. (2021). Resource-based view of the firm: Ten years after 1991. Journal of Management, 47(6), 1331–1344.
Bell, E., Bryman, A., & Harley, B. (2022). Business research methods (6th ed.). Oxford University Press. https://global.oup.com/academic/product/business-research-methods-9780198871614
Berner, E. (2020). Participation between politics and technocracy: A review of Arnstein’s ladder and its descendants. International Journal of Urban Sustainable Development, 12(1), 1–13.
Burkell, J., Fortier, A., & Laforest, J. (2022). Privacy, confidentiality, and data sharing in health research. Journal of Empirical Research on Human Research Ethics, 17(3), 290–299.
Centum PLC. (2024). Annual report & real estate portfolio review. Centum PLC. https://www.centum.co.ke/investors/financial-reports/
Chege, E., & Muthoni, C. (2023). Effectiveness of stakeholder participation in M&E practices. African Journal of Project Management, 9(1), 45–59.* https://scholar.google.com/scholar?q=Effectiveness+of+stakeholder+participation+in+M%26E+practices+Chege+Muthoni+2023
Chege, E., & Ndungu, R. (2022). M&E systems and project sustainability in private sector housing. International Journal of Housing Policy, 18(4), 230–245.* https://www.tandfonline.com/
Chibi, A., Chekouri, S. M., & Benbouziane, M. (2021). Interaction between monetary and fiscal policy in Algeria: An application of a model with Markovian regime switching. Les Cahiers du Cread, 37(1), 173–210.
Chuma, J. (2023). Urban housing transformation in Nairobi: Policy and practice. Journal of African Urban Studies, 15(2), 112–128.* https://scholar.google.com/scholar?q=Urban+housing+transformation+in+Nairobi+Chuma+2023
Creswell, J. W., & Creswell, J. D. (2018). Research design: Qualitative, quantitative, and mixed methods approaches (5th ed.). SAGE Publications. https://us.sagepub.com/en-us/nam/research-design/book246896
Dannels, D. P. (2018). Research design in qualitative/quantitative/mixed methods. SAGE. https://us.sagepub.com/
Du, Y., Lu, Y., & Wang, L. (2020). Ethical issues in participatory research. Journal of Research Ethics, 16(2), 91–108.* https://scholar.google.com/scholar?q=Ethical+issues+in+participatory+research+Du+Lu+Wang+2020
Fleming, T. P., & Segwaard, L. J. (2018). Ethical considerations in project evaluation. Project Management Ethics Quarterly, 9(1), 33–44.* https://scholar.google.com/scholar?q=Ethical+considerations+in+project+evaluation+Fleming+Segwaard+2018
Freeman, R. E. (2010). Strategic management: A stakeholder approach. Cambridge University Press. https://www.cambridge.org/core/books/strategic-management/
García, R., & Kumar, S. (2021). Stakeholder engagement and its impact on project success in the housing sector. International Journal of Project Management, 39(3), 379–389.* https://www.sciencedirect.com/
Gatere, L., & Maina, D. (2024). Affordable housing implementation in Nairobi County. Urban Development and Policy Review, 11(2), 67–81.* https://scholar.google.com/scholar?q=Affordable+housing+implementation+in+Nairobi+County+Gatere+Maina+2024
George, D., & Mallery, P. (2019). IBM SPSS Statistics 26 step by step: A simple guide and reference (16th ed.). Routledge. https://www.routledge.com/
Gikonyo, K., & Mburu, A. (2023). Private sector contributions to the affordable housing agenda in Kenya. Housing and Development Journal, 13(1), 89–104.* https://scholar.google.com/scholar?q=Private+sector+contributions+to+the+affordable+housing+agenda+in+Kenya+Gikonyo+Mburu+2023
Hilton, J. (2017). Pretesting in questionnaire design. Research Methods in Social Sciences, 6(3), 151–160.* https://scholar.google.com/scholar?q=Pretesting+in+questionnaire+design+Hilton+2017
Ibrahim, M., & Njue, P. (2024). Influence of M&E practices on institutional project sustainability. Kenya Journal of Public Policy & Administration, 15(1), 71–87.* https://scholar.google.com/scholar?q=Influence+of+M%26E+practices+on+institutional+project+sustainability+Ibrahim+Njue+2024
Jensen, M. C., & Meckling, W. H. (1976). Theory of the firm: Managerial behavior, agency costs, and ownership structure. Journal of Financial Economics, 3(4), 305–360.
Johnson, B., & Christensen, L. (2017). Educational research: Quantitative, qualitative, and mixed approaches (6th ed.). SAGE Publications. https://us.sagepub.com/en-us/nam/educational-research/book246896
Kabiru, T. (2022). Capacity building and M&E effectiveness in Kenya’s private sector. Journal of Policy Implementation, 8(1), 33–48.* https://scholar.google.com/scholar?q=Capacity+building+and+M%26E+effectiveness+in+Kenya%27s+private+sector+Kabiru+2022
Kamande, S., & Ochieng, P. (2024). Challenges in real estate M&E systems in Nairobi. Built Environment Studies Journal, 12(1), 55–70.* https://scholar.google.com/scholar?q=Challenges+in+real+estate+M%26E+systems+in+Nairobi+Kamande+Ochieng+2024
Kamau, P., & Mureithi, J. (2022). Strategic M&E tools and performance in affordable housing. Journal of Infrastructure Management, 10(3), 210–225.* https://scholar.google.com/scholar?q=Strategic+M%26E+tools+and+performance+in+affordable+housing+Kamau+Mureithi+2022
Karanja, D., & Otieno, S. (2025). Monitoring tools in urban housing. Nairobi Urban Studies Review, 7(1), 44–59.* https://scholar.google.com/scholar?q=Monitoring+tools+in+urban+housing+Karanja+Otieno+2025
Karanja, P., & Wanjohi, D. (2024). Use of digital platforms in M&E reporting. Journal of Project Digitization, 5(1), 20–35.* https://scholar.google.com/scholar?q=Use+of+digital+platforms+in+M%26E+reporting+Karanja+Wanjohi+2024
Kariuki, M., & Ngugi, T. (2022). Performance metrics in Kenya’s housing sector. Project Planning Quarterly, 14(3), 76–90.* https://scholar.google.com/scholar?q=Performance+metrics+in+Kenya%27s+housing+sector+Kariuki+Ngugi+2022
Kerzner, H. (2021). Project management: A systems approach to planning, scheduling, and controlling (13th ed.). Wiley. https://www.wiley.com/
KNBS. (2023). Kenya population and housing census highlights. Kenya National Bureau of Statistics. https://www.knbs.or.ke
Kothari, C. R., & Garg, G. (2019). Research methodology: Methods and techniques (4th ed.). New Age International. https://www.newagepublishers.com/
Kusek, J. Z., & Rist, R. C. (2021). Ten steps to a results-based monitoring and evaluation system (2nd ed.). World Bank Publications. https://openknowledge.worldbank.org/handle/10986/15088
Laszlo, A., & Krippner, S. (2017). Systems theories: Their origins and development. In J. B. R. (Ed.), Exploring systems theory in a complex world (pp. 3–20). Springer. https://link.springer.com/book/10.1007/978-94-007-2251-6
Li, Q., Zhao, Y., & Liu, Y. (2023). Digital innovations in construction project monitoring. International Journal of Construction Informatics, 11(2), 45–59.* https://scholar.google.com/scholar?q=Digital+innovations+in+construction+project+monitoring+Li+Zhao+Liu+2023
Li, Y., Zhang, Y., & Wang, H. (2023). Digital M&E technologies in urban projects. Journal of Technological Integration, 19(2), 88–102.* https://scholar.google.com/scholar?q=Digital+M%26E+technologies+in+urban+projects+Li+Zhang+Wang+2023
Makori, M., & Chege, F. (2022). Validity of housing data in real estate performance analysis. Housing Studies East Africa, 8(1), 101–114.* https://scholar.google.com/scholar?q=Validity+of+housing+data+in+real+estate+performance+analysis+Makori+Chege+2022
Maton, K. I. (2021). Empowering community settings. American Journal of Community Psychology, 67(3–4), 381–394.* https://onlinelibrary.wiley.com/journal/15726658
Mugenda, O., & Mugenda, A. (2003). Research methods: Quantitative and qualitative approaches. Acts Press. https://acts.co.ke/
Muli, P. (2021). Strategic M&E in Kenya’s private construction sector. African Development Studies, 5(3), 55–67.* https://scholar.google.com/scholar?q=Strategic+M%26E+in+Kenya%27s+private+construction+sector+Muli+2021
Muller, R., Sankaran, S., & Drouin, N. (2022). A systems perspective on project governance. Routledge. https://www.routledge.com/A-Systems-Perspective-on-Project-Governance/Muller-Sankaran-Drouin/p/book/9780367332483
Muriithi, A., & Kamau, D. (2022). Stakeholder diversity in private housing projects. African Journal of Infrastructure Studies, 6(4), 122–138.* https://scholar.google.com/scholar?q=Stakeholder+diversity+in+private+housing+projects+Muriithi+Kamau+2022
Mutiso, L. (2024). End-user feedback and housing delivery in Kenya. Housing Development Journal, 12(2), 59–74.* https://scholar.google.com/scholar?q=End-user+feedback+and+housing+delivery+in+Kenya+Mutiso+2024
Mwangi, D., & Mutuku, F. (2024). Governance structures and project performance. Nairobi Housing Sector Review, 10(2), 101–115.* https://scholar.google.com/scholar?q=Governance+structures+and+project+performance+Mwangi+Mutuku+2024
Mwangi, J., & Musyoka, E. (2023). Risk management through M&E in real estate. Construction Economics Review, 9(1), 77–91.* https://scholar.google.com/scholar?q=Risk+management+through+M%26E+in+real+estate+Mwangi+Musyoka+2023
Mwita, S. (2023). Data challenges in performance audits of housing projects. M&E Policy Journal, 4(2), 44–59.* https://scholar.google.com/scholar?q=Data+challenges+in+performance+audits+of+housing+projects+Mwita+2023
Ndirangu, M., & Kiraka, R. (2023). Urban housing project evaluation practices in Kenya. Nairobi Journal of Development Management, 5(1), 25–39.* https://scholar.google.com/scholar?q=Urban+housing+project+evaluation+practices+in+Kenya+Ndirangu+Kiraka+2023
Nduta, B. (2024). Monitoring gaps in Kenya’s real estate projects. Housing Policy & Evaluation Journal, 11(1), 95–109.* https://scholar.google.com/scholar?q=Monitoring+gaps+in+Kenya%27s+real+estate+projects+Nduta+2024
Njuguna, M., & Wekesa, K. (2021). Stakeholder participation in M&E of infrastructure projects. Journal of Governance and Development, 7(3), 87–102.* https://scholar.google.com/scholar?q=Stakeholder+participation+in+M%26E+of+infrastructure+projects+Njuguna+Wekesa+2021
Nzingu, M., & Karanja, N. (2024). Success factors for gated residential projects. Real Estate Project Journal, 16(1), 41–56.* https://scholar.google.com/scholar?q=Success+factors+for+gated+residential+projects+Nzingu+Karanja+2024
Odhiambo, P., & Nyangena, L. (2023). Early-stage M&E in infrastructure planning. East African Journal of Policy Studies, 9(2), 65–80.* https://scholar.google.com/scholar?q=Early-stage+M%26E+in+infrastructure+planning+Odhiambo+Nyangena+2023
Omondi, J. (2022). Private investments in housing under the Big Four Agenda. Kenya Urban Development Review, 10(3), 201–216.* https://scholar.google.com/scholar?q=Private+investments+in+housing+under+the+Big+Four+Agenda+Omondi+2022
Omondi, S., & Gathogo, B. (2023). Performance gaps in high-end residential projects. Urban Housing Review, 9(2), 73–89.* https://scholar.google.com/scholar?q=Performance+gaps+in+high-end+residential+projects+Omondi+Gathogo+2023
Opiyo, V. (2022). Understanding project cycles in urban real estate. Nairobi Urban Planning Review. https://scholar.google.com/scholar?q=Understanding+project+cycles+in+urban+real+estate+Opiyo+2022
Osei-Kwame, K., & Mensah, B. (2023). Monitoring and evaluation frameworks in Ghana’s public housing. Journal of African Urban Studies, 17(1), 102–119.* https://scholar.google.com/scholar?q=Monitoring+and+evaluation+frameworks+in+Ghana%27s+public+housing+Osei-Kwame+Mensah+2023
Osman, H., & Muchelule, Y. (2024). Effectiveness of logical and results frameworks in housing projects. Urban Management Studies, 18(1), 33–49.* https://scholar.google.com/scholar?q=Effectiveness+of+logical+and+results+frameworks+in+housing+projects+Osman+Muchelule+2024
Patton, M. Q. (2015). Qualitative research and evaluation methods (4th ed.). SAGE Publications. https://us.sagepub.com/en-us/nam/qualitative-research-and-evaluation-methods/book242962
PMI. (2021). A guide to the project management body of knowledge (PMBOK® guide) (7th ed.). Project Management Institute. https://www.pmi.org/standards/pmbok
Republic of Kenya. (2021). Kenya national housing development strategy 2021–2030. Ministry of Lands and Housing. https://housingandurban.go.ke/wp-content/uploads/2021/10/Kenya-National-Housing-Development-Strategy-2021-2030.pdf
Richard, M. (2024). Digital technologies and community participation in M&E. Journal of Development Innovation, 13(1), 47–63.* https://scholar.google.com/scholar?q=Digital+technologies+and+community+participation+in+M%26E+Richard+2024
Roller, M. R., & Lavrakas, P. J. (2018). Applied qualitative research design: A total quality framework approach. SAGE Publications. https://us.sagepub.com/en-us/nam/applied-qualitative-research-design/book245865
Sekaran, U., & Bougie, R. (2019). Research methods for business: A skill-building approach (8th ed.). Wiley. https://www.wiley.com/en-us/Research+Methods+for+Business%3A+A+Skill+Building+Approach%2C+8th+Edition-p-9781119529063
Skyttner, L. (2023). General systems theory: Problems, perspectives, practice (4th ed.). World Scientific Publishing. https://www.worldscientific.com/worldscibooks/10.1142/12988
Tan, W. Y., & Goh, P. (2023). Infrastructure policy and M&E in Singapore. Journal of International Housing Studies, 15(2), 118–132.* https://scholar.google.com/scholar?q=Infrastructure+policy+and+M%26E+in+Singapore+Tan+Goh+2023
UN-Habitat. (2023). State of the world’s cities report: Innovation in monitoring urban housing. UN-Habitat. https://unhabitat.org/state-of-the-worlds-cities
UNDP. (2022). Results-based management handbook. United Nations Development Programme. https://www.undp.org/publications/results-based-management-handbook
United Nations Development Programme. (2022). Handbook on planning, monitoring and evaluating for development results (Updated ed.). UNDP. https://www.undp.org/publications/handbook-planning-monitoring-and-evaluating-development-results
Wambua, C., & Otieno, T. (2023). Monitoring frameworks and transparency in housing delivery. International Journal of Construction Governance, 14(3), 66–83.* https://scholar.google.com/scholar?q=Monitoring+frameworks+and+transparency+in+housing+delivery+Wambua+Otieno+2023
Wanyoike, J., & Omondi, L. (2023). Implementation challenges in large-scale housing projects in Kenya. Journal of Construction Project Management, 11(1), 45–58.* https://scholar.google.com/scholar?q=Implementation+challenges+in+large-scale+housing+projects+in+Kenya+Wanyoike+Omondi+2023
Wanyoike, M., & Omondi, R. (2023). Project delays and M&E integration. African Construction Journal, 8(1), 39–55.* https://scholar.google.com/scholar?q=Project+delays+and+M%26E+integration+Wanyoike+Omondi+2023
Watson, K., & Hettiarachchi, H. (2022). Sustainability assessments in urban housing. Global Housing Journal, 20(1), 88–105.* https://scholar.google.com/scholar?q=Sustainability+assessments+in+urban+housing+Watson+Hettiarachchi+2022
Waweru, M. (2023). Performance-based measurement in Kenyan real estate. M&E Practice Journal, 11(2), 92–106.* https://scholar.google.com/scholar?q=Performance-based+measurement+in+Kenyan+real+estate+Waweru+2023
Wekesa, P., & Otieno, K. (2023). Project accountability and success metrics in housing. Nairobi Urban Planning Review, 8(1), 55–69.* https://scholar.google.com/scholar?q=Project+accountability+and+success+metrics+in+housing+Wekesa+Otieno+2023
Wekesa, R., & Njenga, A. (2021). Enhancing end-user satisfaction through monitoring tools. East African Housing Policy Journal, 10(1), 121–138.* https://scholar.google.com/scholar?q=Enhancing+end-user+satisfaction+through+monitoring+tools+Wekesa+Njenga+2021
Wickham, H., & Grolemund, G. (2016). R for data science: Import, tidy, transform, visualize, and model data. O’Reilly Media. https://r4ds.had.co.nz/
Williams, B., & Hummelbrunner, R. (2020). Systems concepts in action: A practitioner’s toolkit (2nd ed.). Stanford University Press. https://www.sup.org/books/title/?id=32635
World Bank. (2022). Strengthening monitoring and evaluation for development. World Bank. https://openknowledge.worldbank.org/
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