Demographic diversity of the municipalities in Bosnia and Herzegovina: A clustering approach
DOI:
https://doi.org/10.12775/bgss-2026-0031Keywords
Bosnia and Herzegovina, municipalities and cities, demographic clustering, depopulation, regional disparitiesAbstract
The demographic development of Bosnia and Herzegovina is a highly relevant topic in academic, political and public discourse, particularly amid ongoing depopulation trends that align with broader demographic challenges in Central, Eastern and South-eastern Europe. Negative natural population change and pronounced demographic ageing stem from post-war transitions and socio-economic conditions. While geographical, economic and social factors shape regional demographic disparities, spatial heterogeneity remains insufficiently researched. This paper analyzes local demographic trends through selected indicators and applies clustering methods to identify distinct demographic groups among municipalities and cities. The findings contribute to a better understanding of regional demographic patterns and provide a framework for comparative studies in broader European contexts.
References
Agency for Statistics of Bosnia and Herzegovina. (2016). Popis stanovništva, domaćinstava i stanova u Bosni i Hercegovini, 2013. Rezultati popisa (Census of Population, Households and Dwellings in Bosnia and Herzegovina, 2013. Census Results - in Serbian). https://www.popis.gov.ba/popis2013/doc/RezultatiPopisa_BS.pdf
Agency for Statistics of Bosnia and Herzegovina. (2023). Bosna i Hercegovina u brojevima 2022 (Bosnia and Herzegovina in Numbers 2022 - in Bosnian). https://bhas.gov.ba/data/Publikacije/Bilteni/2023/NUM_00_2022_TB_1_BS.pdf
Agency for Statistics of Bosnia and Herzegovina. (2025a). Demografija 2024 (Demography 2024 - in Bosnian). Thematic Bulletin TB 02. https://bhas.gov.ba/data/Publikacije/Bilteni/2025/DEM_00_2024_TB_1_BS.pdf
Agency for Statistics of Bosnia and Herzegovina. (2025b). Bosna i Hercegovina u brojevima 2024 (Bosnia and Herzegovina in Numbers 2024 - in Bosnian). https://bhas.gov.ba/data/Publikacije/Bilteni/2025/NUM_00_2024_TB_1_BS.pdf
Avdić, A., & Avdić, B. (2023). Center and periphery in Bosnia and Herzegovina - Social and spatial indicators of regional disparities. Folia Geographica, 65(2): 103–126.
Avdić, A., Avdić, B., & Zupanc, I. (2022). Socio-demographic analysis of border regions of Bosnia and Herzegovina. Acta Geographica Slovenica, 62(3): 7–19. https://doi.org/10.3986/AGS.10859
Avdić, B., Avdić, A., & Sivac, A. (2024). Demografska klasifikacija općina i gradova Bosne i Hercegovine – sintezni regionalni pristup (Demographic Classification of Municipalities and Cities in Bosnia and Herzegovina – A Synthetic Regional Approach - in Bosnian). In: Zbornik radova sa konferencije „Demografski izazovi u Bosni i Hercegovini i svijetu“ . Sarajevo, Bosna i Hercegovina.
Bljesak.info. (2014, March 25). U općini Ravno porast od 130,47% u odnosu na broj stanovništva iz 2012. godine (The Municipality of Ravno Experienced a 130.47% Increase in Population Compared to 2012 - in Croatian). https://bljesak.info/vijesti/flash/u-opcini-ravno-porast-od-13047-u-odnosu-na-broj-stanovnistva-iz-2012-godine/80423
Coelho, C., Mojtahedi, M., Kabirifar, K., & Yazdani, M. (2022). Influence of organisational culture on total quality management implementation in the Australian construction industry. Buildings, 12(4): 496. https://doi.org/10.3390/buildings12040496
Delegation of the European Union to Bosnia and Herzegovina & European Union Special Representative in Bosnia and Herzegovina. (2024). Statistika (Statistics - in Bosnian). https://archive.europa.ba/?page_id=577
Dikmen, I., Birgonul, M., & Budayan, C. (2009). Strategic group analysis in the construction industry. Journal of Construction Engineering and Management, 135(4): 288–297. https://doi.org/10.1061/(ASCE)0733-9364(2009)135:4(288)
Dugandžić, Ž. (2018). Bosansko-hercegovačka demografska dinamika i njezina obilježja (Demographic Dynamics and Characteristics of Bosnia and Herzegovina - in Croatian). Identiteti – Kulture – Jezici, 4(1): 127–150.
Emirhafizović, M. (2018). Kad demografska zima zakuca na vrata: Denatalitet i prirodna depopulacija u Bosni i Hercegovini (When Demographic Winter Knocks at the Door: Declining Birth Rates and Natural Depopulation in Bosnia and Herzegovina - in Bosnian). Context: Časopis za interdisciplinarne studije, 5(1): 7–24.
Emirhafizović, M., & Zolić, H. (2017). Dobna struktura i reprodukcija stanovništva Bosne i Hercegovine (Age Structure and Population Reproduction in Bosnia and Herzegovina - in Bosnian). In Demografske i etničke promjene u Bosni i Hercegovini. Akademija nauka i umjetnosti Bosne i Hercegovine. https://doi.org/10.5644/PI2017.172.01
European Commission. (2023). Bosnia and Herzegovina 2023 report (SWD(2023) 691 final). https://enlargement.ec.europa.eu/system/files/2023-11/SWD_2023_691%20Bosnia%20and%20Herzegovina%20report.pdf
Federal Bureau of Statistics. (2020). Statistički godišnjak/ljetopis Federacije Bosne i Hercegovine 2020 (Statistical Yearbook of the Federation of Bosnia and Herzegovina 2020 - in Bosnian). https://fzs.ba/index.php/publikacije/statisticki-godisnjaciljetopisi/
Federal Institute for Development Programming. (2023). Socioekonomski pokazatelji po općinama FBiH 2022 (Socio-economic Indicators by Municipalities of FBiH 2022 - in Bosnian). https://fzzpr.gov.ba/bh/publikacije/socioekonomski-pokazatelji-po-opcinama
Gavrić, S., Banović, D., & Barreiro, M. (2013). The political system of Bosnia and Herzegovina: Institutions – actors – processes. Sarajevo Open Centre.
Government of Republic of Srpska. (2019). Održana 49. sjednica Vlade Republike Srpske (The 49th Session of the Government of Republika Srpska Was Held - in Serbian). https://www.vladars.net/sr-SP-Cyrl/Vlada/media/vijesti/Pages/saopstenje-za-javnost-47-sjednica-vlade-rs.aspx
Gukalova, I.V. (2023). Demographic and social factors of rural development in Ukraine: Trends in change. Ukrainian Geographical Journal, 2, 35–47. https://doi.org/10.15407/ugz2023.02.035
Guiné, R.P.F., Florença, S.G., Costa, C.A., Correia, P.M.R., Ferreira, M., Cardoso, A.P., Campos, S., Anjos, O., Chuck-Hernández, C., Matek Sarić, M., Djekic, I., Papageorgiou, M., Baro, J. M. F., Korzeniowska, M., Černelič-Bizjak, M., Bartkiene, E., Tarcea, M., Boustani, N.M., Klava, D., Damarli, E. (2022). Investigation of the level of knowledge in different countries about edible insects: Cluster segmentation. Sustainability (Switzerland), 15(1): Article 450. https://doi.org/10.3390/su15010450
Ikotun, A. M., Absalom, E., Ezugwu, L. A., Belal, A., & Heming, J. (2023). K-means clustering algorithms: A comprehensive review, variants analysis, and advances in the era of big data. Information Sciences, 622: 178–210. https://doi.org/10.1016/j.ins.2022.11.139
Ilyina, A., Lee, J., Petrova, I., & Scott, A. (2019). Demographic headwinds in Central and Eastern Europe (IMF Staff Discussion Note No. 19/12). International Monetary Fund.
Ismkhan, H. (2018). I-k-means−+: An iterative clustering algorithm based on an enhanced version of the k-means. Pattern Recognition, 79: 402–413. https://doi.org/10.1016/j.patcog.2018.02.015
Kadušić, A., Avdić Marić, A., Gekić, H., & Avdić, B. (2025b). Demographic periphery of Bosnia and Herzegovina: Trends and challenges in low-population municipalities. Geografski pregled, 53: 29–52. https://doi.org/10.35666/23038950.2026.53.29
Kadušić, A., Lukić Tanović, M., Smajić, N., & Avdić Marić, A. (2025a). Spatial disparities in population ageing in Bosnia and Herzegovina: K-means clustering approach. Finisterra, 60(130): e39994. https://doi.org/10.18055/Finis39994
Kadušić, A., Smajić, S., & Smajić, N. (2023a). The patterns of depopulation in Bosnia and Herzegovina: Spatial autocorrelation analysis. Geografski pregled, 48: 85–100. https://doi.org/10.35666/23038950.2023.48.85
Kadušić, A., Smajić, S., Kunošić, S., & Smajić, N. (2023b). Geospatial analysis of population ageing in Bosnia and Herzegovina. Geographica Pannonica, 27(1): 38–49. https://doi.org/10.5937/gp27-41960
Khavari, B., Korkovelos, A., Sahlberg, A., et al. (2021). Population cluster data to assess the urban-rural split and electrification in Sub-Saharan Africa. Scientific Data, 8: 117.
https://doi.org/10.1038/s41597-021-00897-9
Kreso Pašalić, A. (2017). Obrazovanost stanovništva u Bosni i Hercegovini (Population Education in Bosnia and Herzegovina - in Bosnian). In Demografske i etničke promjene u BiH (pp. 93–124). Akademija nauka i umjetnosti Bosne i Hercegovine. https://doi.org/10.5644/PI2017.172.06
Kromják, J. (2021). Demographic processes and their economic effects in the Central and Eastern European region. Financial and Economic Review, 20(2): 5–36.
Kugler, T., & Rhamey, P. J. (2023). People and places: The contextual side of politics in demography and geography. Social Sciences, 12(8): 456. https://doi.org/10.3390/socsci12080456
Liu, B., Liu, Y., Zhang, H., Xu, Y., Tang, C., Tang, L., Qin, H., & Miao, C. (2021). Adaptive power iteration clustering. Knowledge-Based Systems, 225: 107118. https://doi.org/10.1016/j.knosys.2021.107118
Marić, I., & Avdić, A. (2023). Derivation of geographical marginalization index of Bosnia and Herzegovina using GIS multicriteria decision analysis. Geographica Pannonica, 27(4): 239–253.
Marić, I., Mrđen, S., & Šiljeg, S. (2020). Derivation of demographic depression index using GIS analysis: An example from Međimurje County. Stanovništvo, 58(1): 1–25. https://doi.org/10.2298/STNV191225001M
Masías, H. V. H., Stier, J., Navarro, P., et al. (2024). Evolving demographics: A dynamic clustering approach to analyze residential segregation in Berlin. EPJ Data Science, 13: 21. https://doi.org/10.1140/epjds/s13688-024-00455-4
Milojević, B. (2013). Urban development and influential factors on urban form of towns in Bosnia and Herzegovina in the period of socialism and transition: Case study of Banjaluka and Trebinje. Facta Universitatis – Series: Architecture and Civil Engineering, 11(3): 237–249. https://doi.org/10.2298/FUACE1303237M
Mirić, R. (2011). Kompleksnost geografskih implikacija političko-teritorijalne organizacije Bosne i Hercegovine u svijetlu savremenih evropskih integracijskih procesa (The Complexity of Geographical Implications of Political-Territorial Organization in Bosnia and Herzegovina in the Light of Contemporary European Integration Processes - in Bosnian). PhD Thesis. Univerzitet u Sarajevu.
Morales, J., Vargas, N., Coyla, M., & Huanca, J. (2020). Classification model of municipal management in local governments of Peru based on K-means clustering algorithms. International Journal of Advanced Computer Science and Applications, 11(7): 568–576. https://doi.org/10.14569/IJACSA.2020.0110770
Mujakić, M. (2016). Lokalna samouprava u Bosni i Hercegovini (Local Self-Government in Bosnia and Herzegovina - in Bosnian). Udruženje Pravni institut u Bosni i Hercegovini.
Nejašmić, I., & Mišetić, R. (2010). Sintetični pokazatelj demografskih resursa: Doprinos tipologiji hrvatskog prostora (A Synthetic Indicator of Demographic Resources: Contribution to the Typology of Croatian State Territory - in Croatian). Hrvatski geografski glasnik, 72(1): 49–60. https://doi.org/10.21861/hgg.2010.72.03
OECD (2019). The socio-demographic distribution of key information-processing skills. https://www.oecd-ilibrary.org/sites/eb9dcb3d-en/index.html?itemId=/content/component/eb9dcb3d-en
Pejanović, M. (2008). Istorijsko oblikovanje regija i mogućnost uspostavljanja regionalne strukture BiH u postdejtonskom periodu (Historical construction of regions and opportunities for regional structure in post-war Bosnia and Herzegovina - in Bosnian). In: Zbornik radova sa Međunarodne konferencije Euroregije i jugoistočna Evropa. Fakultet političkih nauka, Akademija nauka i umjetnosti Bosne i Hercegovine i Ekonomski institut.
Pobrić, A. (2002). Osnovne značajke i posljedice migracijskih kretanja u Bosni i Hercegovini (Basic Characteristics and Consequences of Migration Movements in Bosnia and Herzegovina - in Croatian). Migracijske i etničke teme, 18(4): 349–364.
Pobrić, A., & Avdić, A. (2020). Depopulacija i starenje stanovništva u Kantonu 10 – Bosna i Hercegovina (Depopulation and Aging of the Population in Canton 10 – Bosnia and Herzegovina - in Bosnian). In: Proceedings of the Fifth Congress of Geographers of Bosnia and Herzegovina (pp. 108–120).
Pobrić, A., & Robinson, G.M. (2015). Population ageing and low fertility: Recent demographic changes in Bosnia and Herzegovina. Journal of Population Research, 32(1): 23–43. https://doi.org/10.1007/s12546-014-9141-5
Raos, V. (2010). Politike teritorijalnosti u BiH (Territorial Policies in Bosnia and Herzegovina – in Croatian). Političke analize, 1(4): 6–10.
Rašić Bakarić, I. (2005). Primjena faktorske i klaster analize u otkrivanju regionalnih nejednakosti (Uncovering Regional Disparities – The Use of Factor and Cluster Analysis - in Croatian). Privredna kretanja i ekonomska politika, 105, 53–76.
Republika Srpska Institute of Statistics (2020). Gradovi i opštine Republike Srpske (Cities and Municipalities of Republika Srpska - in Serbian). https://www2.rzs.rs.ba/static/uploads/bilteni/gradovi_i_opstine_republike_srpske/2020/Gradovi_I_OpstOps_Republike_Srpske_2020_WEB.pdf
Sobotka, T., & Fürnkranz-Prskawetz, A. (2020). Chapter 16: Demographic change in Central, Eastern and Southeastern Europe: Trends, determinants and challenges. In: Holzmann, R., Ritzberger-Grünwald, D., Schuberth, H. (eds.), 30 Years of Transition in Europe. Edward Elgar Publishing. https://doi.org/10.4337/9781839109508.00027
UN Department of Economic and Social Affairs, Population Division. (2024). World Population Prospects 2024: Online Edition. United Nations. https://population.un.org/wpp/
UNICEF. (2020). Strategija socijalne uključenosti Republike Srpske 2021–2027 (Social Inclusion Strategy of Republika Srpska 2021–2027 - in Serbian). https://www.unicef.org/bih/media/6496/file/Strategija%20socijalne%20uklju%C4%8Denosti%20Republike%20Srpske%202021-2027.pdf
Yang, Y., Samaranayake, S., & Dogan, T. (2023). A clustering-based approach to quantifying socio-demographic impacts on urban mobility patterns. Environment and Planning B: Urban Analytics and City Science, 50(9): 2452–2469. https://doi.org/10.1177/23998083231159909
Zeng, P., & Zong, C. (2023). Research on the relationship between population distribution pattern and urban industrial facility agglomeration in China. Scientific Reports, 13: 16225. https://doi.org/10.1038/s41598-023-43376-4
Žuljić, V.J., Čengić, N.H., & Čakarić, J. (2015). Sarajevo Metropola – model razvoja (Sarajevo Metropolis – A Development Model - in Bosnian). Univerzitet u Sarajevu, Arhitektonski fakultet.
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