Mapping the spatial patterns of ethnic segregation and its implications to urban policy in Nairobi city

Nthiwa Alex Ngolanye , Kisovi Leornard , Kibutu Thomas , Muiruri Philomena

Computational Urban Science ›› 2024, Vol. 4 ›› Issue (1) : 41

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Computational Urban Science ›› 2024, Vol. 4 ›› Issue (1) : 41 DOI: 10.1007/s43762-024-00154-w
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Mapping the spatial patterns of ethnic segregation and its implications to urban policy in Nairobi city

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Abstract

In modern times, cities around the world have grappled with the challenges of racial and ethnic segregation. In Nairobi city, with its diverse ethnic makeup, there is widening inequalities and emerging patterns of ethnic segregation, where the five main ethnic groups - Kamba, Luo, Kikuyu, Luhyia, and Kisii - experience varying levels of spatial concentration. This study analysed the spatial patterns of ethnic segregation in Nairobi, using geocoded questionnaire data from the 2019 Kenya population and housing census data. We used the Index of Dissimilarity in STATA software and Geo-segregation Analyzer and Anselin’s Local Moran I method in GIS to map ethnic segregation patterns. Our findings uncovered a striking socio-spatial divide based on ethnicity. Anselin Local Moran’s I indicators further pinpointed areas with the highest levels of segregation and spatial clustering of specific ethnic groups. These findings offer crucial insights for urban planners and policymakers. By pinpointing areas experiencing the most severe spatial segregation, our research could inform spatially targeted interventions and resource allocation. This could inform policies that foster inclusivity, reduce spatial inequalities, and build a more equitable and socially cohesive city.

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Nthiwa Alex Ngolanye, Kisovi Leornard, Kibutu Thomas, Muiruri Philomena. Mapping the spatial patterns of ethnic segregation and its implications to urban policy in Nairobi city. Computational Urban Science, 2024, 4(1): 41 DOI:10.1007/s43762-024-00154-w

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References

[1]

Abolghasem RasouliS. Urban Segregation in Malmö: Discourse Policy Analysis at the Local Level and the Emergence of New Actors, 2021 [Master of Arts, University of Malmo]. Malmo

[2]

AcholaMA. Colonial policy and urban health: The case of colonial Nairobi. AZANIA: Journal of the British Institute in Eastern Africa, 2001, 36(1): 119-137

[3]

Aggarwal, S. (2014). Emerging global urban order and challenges to harmonious urban development IGC Cologne 2012. Down to Earth.

[4]

AjuluR. Politicised ethnicity, competitive politics and conflict in Kenya: A historical perspective. African Studies, 2002, 61(2): 251-268

[5]

ArchambaultCS, de LaatJ, ZuluEM. Urban services and child migration to the slums of Nairobi. World Development, 2012, 40(9): 1854-1869

[6]

ArcherDN. The housing segregation: The jim crow effects of crime-free housing ordinances. Mich L Rev, 2019, 118: 173

[7]

AzpitarteF, Alonso-VillarO, Hugo-RojasF. Socio-economic groups moving apart: An analysis of recent trends in residential segregation in Australia’s main capital cities. Population Space and Place, 2021, 27(3): e2399

[8]

BansalB. Intra-urban inequalities during rapid development: Space egalitarianism in Tokyo between 1955–1975. International Journal of Urban Sustainable Development, 2021, 13(2): 368-382

[9]

BaudIS, PfefferK, SridharanN, NainanN. Matching deprivation mapping to urban governance in three Indian mega-cities. Habitat International, 2009, 33(4): 365-377 http://www.sciencedirect.com/science/article/B6V9H-4VP128K-1/2/5c50c56636568d3cacccdae3ca269528

[10]

BenassiF, NaccaratoA, Iglesias-PascualR, SalvatiL, StrozzaS. Measuring residential segregation in multi‐ethnic and unequal European cities. International Migration, 2023, 61(2): 341-361

[11]

BocquierP, OtienoAT, KhasakhalaAA, OwuorS. Urban integration in Africa: A socio-demographic survey of Nairobi, 2009 CODESRIA

[12]

BoltG. Combating residential segregation of ethnic minorities in European cities. Journal of Housing and the Built Environment, 2009, 24(4): 397-405

[13]

BoustanLP. BrooksN, DonaghyK, KnaapG. Racial residential segregation in American cities. The Handbook of Urban Economics and Planning, 2013 National Bureau of Economic Research

[14]

CarvalhoC, NettoVM. Segregation within segregation: Informal settlements beyond socially homogenous areas. Cities, 2023, 134 104152

[15]

CharlesCZ. The dynamics of racial residential segregation. Annual Review of Sociology, 2003, 29(1): 167-207

[16]

ChenX, YeX, WidenerMJ, DelmelleE, KwanMP, ShannonJ, RacineEF, AdamsA, LiangL, JiaP. A systematic review of the modifiable areal unit problem (MAUP) in community food environmental research. Urban Informatics, 2022, 1(1): 22-33

[17]

CostaR, De ValkHA. Ethnic and socioeconomic segregation in Belgium: A multiscalar approach using individualised neighbourhoods. European Journal of Population, 2018, 34(1): 225-250

[18]

DardenJ, MalegaR, StallingsR. Social and economic consequences of black residential segregation by neighbourhood socioeconomic characteristics: The case of Metropolitan Detroit. Urban Studies, 2018, 56(1): 115-130

[19]

DeurlooR, MusterdS. Residential profiles of Surinamese and moroccans in Amsterdam. Urban Studies, 2001, 38(3): 467-485

[20]

DuqueJC, LaniadoH, PoloA. S-maup: Statistical test to measure the sensitivity to the modifiable areal unit problem. PLoS One, 2018, 13(11): 207-227

[21]

ESRI. (2020). An overview of the spatial statistics toolbox. ESRI. Retrieved 30th June from https://pro.arcgis.com/en/pro-app/latest/tool-reference/spatial-statistics/an-overview-of-the-spatial-statistics-toolbox.htm

[22]

FaheyT, BryanF. Immigration and Socio-spatial segregation in Dublin, 1996–2006. Urban Studies, 2010, 47(8): 1625-1642

[23]

FriedrichsJ. Social inequality, segregation and urban conflict: The case of Hamburg. Urban Segregation and the Welfare State, 2013 Routledge 168-190

[24]

Fung-Loy, K., & Van Rompaey, A. (2021). Socio-economic and ethnic segregation in the Greater Paramaribo Region, Suriname. In Maarten van Ham et al. (Ed.), Urban socio-economic segregation and income inequality (pp. 491–505). https://doi.org/10.1007/978-3-030-64569-4_25

[25]

GradínC. Occupational segregation by race in South Africa after apartheid. Review of Development Economics, 2019, 23(2): 553-576

[26]

GreenwoodA, TopiwalaH. Visions of colonial Nairobi: William Simpson, health, segregation and the problems of ordering a plural society, 1907–1921. Social History of Medicine, 2020, 33(1): 57-78

[27]

HaandrikmanK, CostaR, MalmbergB, RogneAF, SleutjesB. Socio-economic segregation in European cities. A comparative study of Brussels, Copenhagen, Amsterdam, Oslo and Stockholm. Urban Geography, 2023, 44(1): 1-36

[28]

HalfaniM. MarkS. Governance of urban development in East Africa. Governing African Cities, 1997 Witwatersrand University 115-159

[29]

HarrisR, JohnstonR, ManleyD. The changing interaction of ethnic and socio-economic segregation in England and Wales, 1991–2011. Ethnicities, 2017, 17(3): 320-349

[30]

HarsmanB. Ethnic diversity and spatial segregation in the Stockholm Region. Urban Studies, 2006, 43(8): 1341-1364

[31]

HuieSAB. The components of density and the dimensions of residential segregation. Population Research and Policy Review, 2000, 19(6): 505-524

[32]

HussainM, ImitiyazI. Urbanization concepts, dimensions and factors. International Journal of Recent Scientific Research, 2018, 9(1): 23513-23523

[33]

James, D. R., & Taeuber, K. E. (1985). Measures of Segregation. In N. Tuma (Ed.), Sociological Methodology (pp. 1–32): Jossey-Bass.

[34]

JärvO, MassoA, SilmS, AhasR. The link between ethnic segregation and socio-economic status: An activity space approach. Tijdschrift Voor economische en sociale geografie, 2021, 112(3): 319-335

[35]

JavanmardR, LeeJ, KimJ, LiuL, DiabE. The impacts of the modifiable areal unit problem (MAUP) on social equity analysis of public transit reliability. Journal of Transport Geography, 2023, 106 103500

[36]

JimmyEN, MartinezJ, VerplankeJ. Spatial patterns of residential fragmentation and quality of life in Nairobi City, Kenya. Applied Research in Quality of life, 2020, 15: 1493-1517

[37]

JonesPS. CheesemanN, KanyingaK, LynchG. Nairobi: The politics of the capital. The Oxford handbook of Kenyan politics, 2020 Oxford University Press 0

[38]

K’AkumuOA, OlimaWH. The dynamics and implications of residential segregation in Nairobi. Habitat International, 2007, 31(1): 87-99

[39]

KamauN, NjiruH. Water, sanitation and hygiene situation in Kenya’s urban slums. Journal of Health care for the poor and Underserved, 2018, 29(1): 321-336

[40]

Kenya National Bureau of Statistics. 2019 Kenya Population and Housing Census, 2019 KNBS

[41]

Kenya National Bureau of Statistics. Summary Report on Kenya’s Population Projections – 2019 KPHC, 2019 KNBS

[42]

KimariW, ErnstsonH. Imperial remains and imperial invitations: Centering race within the contemporary large-scale infrastructures of East Africa. Antipode, 2020, 52(3): 825-846

[43]

KNBS. Kenya Population and Housing Census Volume IV: Distribution of Population by Socio-Economic Characteristics 2019, 2019 KNBS

[44]

LeibbrandC, MasseyC, AlexanderJT, GenadekKR, TolnayS. The great migration and residential segregation in American cities during the twentieth century. Social Science History, 2020, 44(1): 19-55

[45]

Martinez-Martin, J. (2005). Monitoring intra-urban inequalities with GIS-based indicators. [Doctoral Dissertation, Utrecht University].

[46]

MasseyDS. American apartheid: Segregation and the making of the underclass. American Journal of Sociology, 1990, 96(2): 329-357

[47]

MasseyDS, DentonNA. Trends in the residential segregation of blacks, hispanics, and asians: 1970–1980. American Sociological Review, 1987, 52(6): 802-825

[48]

MasseyDS, DentonNA. The dimensions of residential segregation. Social Forces, 1988, 67(2): 281-315

[49]

Mathenge, M. (2022). The spatial dimension of agriculture and food security: a GIS-based spatially explicit approach for integration of smallholder agriculture into Agribusiness Vrije University].

[50]

MathengeM, SonneveldBG, BroerseJE. Application of GIS in Agriculture in promoting evidence-informed decision making for improving Agriculture sustainability: A systematic review. Sustainability, 2022, 14(16): 9974

[51]

MessnerD. The Century of cities: Pathways towards sustainability. Concilium: International Journal for Theology, 2019, 1(1): 13-23

[52]

MitchellA. The Esri guide to GIS analysis, Volume 2: Spatial measurements and statistics. Esri Press, 2005 Spatial-measurements-and-statistics 2

[53]

MurungaGR. The cosmopolitan tradition and fissures in segregationist town planning in Nairobi, 1915–23. Journal of Eastern African Studies, 2012, 6(3): 463-486

[54]

Mwaniki, D. (2017). Smart City Foundation, the core pillar for smart economic development in Nairobi. In T. M. Vinod Kumar (Ed.), Smart economy in smart cities: international collaborative research: Ottawa, St.Louis, Stuttgart, Bologna, Cape Town, Nairobi, Dakar, Lagos, New Delhi, Varanasi, Vijayawada, Kozhikode, Hong Kong (pp. 657–685). Springer Singapore. https://doi.org/10.1007/978-981-10-1610-3_24

[55]

Nairobi City County. The project on Integrated Urban Development Master Plan for the City of Nairobi in the Republic of Kenya, 2014 Nairobi City County

[56]

Nairobi City County. County Integrated Development Plan 2023–2027, 2023 Nairobi City County

[57]

NajiN, SchildknechtD. Containing the ‘Suspect’other: Perpetuating Colonial spaces through a global Counterterrorism Regime in Nairobi. Geopolitics, 2024, 1: 1-24

[58]

Ngau, P. M. (1979). The internal structure of residential areas in Nairobi. [Masters of Arts Thesis, University of Nairobi].

[59]

NijmanJ. Against the odds: Slum rehabilitation in neoliberal Mumbai. Cities, 2008, 25(2): 73-85

[60]

NijmanJ, WeiYD. Urban inequalities in the 21st century economy. Applied Geography, 2020, 117 102188

[61]

NjohAJ. Toponymic inscription as an instrument of power in Africa: The case of colonial and post-colonial Dakar and Nairobi. Journal of Asian and African Studies, 2017, 52(8): 1174-1192

[62]

NkamwesigaJ, KorennoyF, LumuP, NsambaP, MwiineFN, RoeselK, WielandB, PerezA, KiaraH, MuhanguziD. Spatio-temporal cluster analysis and transmission drivers for Peste Des Petits ruminants in Uganda. Transboundary and Emerging Diseases, 2022, 69(5): e1642-e1658

[63]

Nthiwa, A. (2011). Modeling scale and the effects of the modifiable areal unit problem on multiple deprivation in Instabul, Turkey. [Master of Science Thesis, University of Twente (ITC)].

[64]

NyamaiDN, SchrammS. Accessibility, mobility, and spatial justice in Nairobi, Kenya. Journal of Urban Affairs, 2023, 45(3): 367-389

[65]

NzauB, TrilloC. Affordable housing provision in informal settlements through land value capture and inclusionary housing. Sustainability, 2020, 12(15) 5975

[66]

ObudhoRA. RakodiC. Nairobi: National capital and regional hub. The urban challenge in Africa: growth and management, 1997 Tokyo. United Nations University 292-333

[67]

Okiro, K., Omoro, N., & Kamwaro, M. O. (2019). The Effect of Financial Literacy on Individual Investment decisions at the Nairobi Securities Exchange. International Journal of Creative Research and Studies, 3(3).

[68]

Owuor, S. O., & Mbatia, T. (2008). Post independence development of Nairobi city, Kenya. Paper presented to the Workshop on African Capital Cities, Dakar, Senegal.

[69]

PacioneM. Urban geography: A global perspective, 2009 3 Routledge

[70]

PonzoI. Immigrant integration policies and housing policies: the hidden links, 2010 Torino FIERI

[71]

PopescuI, DuffyE, MendelsohnJ, EscarceJJ. Racial residential segregation, socioeconomic disparities, and the White-Black survival gap. PLoS One, 2018, 13(2) e0193222

[72]

QuillianL. Segregation and poverty concentration: The role of three segregations. American Sociological Review, 2012, 77(3): 354-379

[73]

RenH, GuoW, ZhangZ, KisoviLM, DasP. Population density and spatial patterns of informal settlements in Nairobi, Kenya. Sustainability, 2020, 12(18) 7717

[74]

Republic of Kenya. Nairobi Metro 2030 strategy: A World Class African Metropolis, 2008 Government of Kenya

[75]

RoyD, LeesMH, PfefferK, SlootPM. Spatial segregation, inequality, and opportunity bias in the slums of Bengaluru. Cities, 2018, 74: 269-276

[76]

SarwariF, OnoH. A study on urban ethnic segmentation in Kabul City. Afghanistan Sustainability, 2023, 15(8): 6589

[77]

SmetsP, SalmanT. Countering Urban Segregation: Theoretical and policy innovations from around the Globe. Urban Studies, 2008, 45(7): 1307-1332

[78]

SylvieF, FrouillouL. Urban segregation, 2023 John Wilery, Sons Inc

[79]

TanSB. Do ethnic integration policies also improve socio-economic integration? A study of residential segregation in Singapore. Urban Studies, 2023, 60(4): 696-717

[80]

TownsendI, WalkerR. The structure of income residential segregation in Canadian metropolitan areas. Canadian Journal of Regional Science, 2002, 25(1): 25-52

[81]

TurokI, VisagieJ, SchebaA. Social inequality and spatial segregation in Cape Town, 2021 Springer

[82]

UN-Habitat. World cities Report 2016; urbanization and development-emerging futures, 2016 UN

[83]

UN-Habitat. World cities Report 2022: Envisaging the future of cities, 2022 UN-Habitat

[84]

UN-Habitat. Kenya 2023 Country brief: A better quality of life for all in an urbanizing world, 2023 UN-Habitat

[85]

Van HamM, TammaruT, JanssenH. A multi-level model of vicious circles of socio-economic segregation. Divided cities: understanding intra-urban disparities. OECD, 2018 OECD Publishing 135-154

[86]

van OostrumM. Informal extension of public housing estates in Nairobi – an appraisal of historical typologies and emergent spatial patterns. Journal of Urban Design, 2023, 1–19: 1

[87]

Van Stapele, N. (2015). Respectable illegality: gangs, masculinities and belonging in a Nairobi ghetto. [PhD Thesis, Universiteit van Amsterdam].

[88]

Wanjiru-MwitaM, GirautF. Toponymy, pioneership, and the politics of ethnic hierarchies in the spatial organization of British colonial Nairobi. Urban Science, 2020, 4(1) 6

[89]

ZapatkaK, MollenkopfJ, RomalewskiS. van HamM, TammaruT, UbarevičienėR, JanssenH. Reordering Occupation, Race, and Place in Metropolitan New York. Urban Socio-Economic Segregation and Income Inequality: A Global Perspective, 2021 Cham. Springer 407-429

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