Spatial variability of the predictors of government tax revenue in Nigeria

Abolarin A (2017) Lagos State Government uses technology to be more efficient at tax collection. https://nairametrics.com/2017/05/27/lagos-state-government-uses-technology-to-be-more-efficient-at-tax-collection/. Accessed 8 Jan 2021 Adeleke R, Alabede O, Osayomi T, Iyanda A (2021a) Geographies of corruption in Nigeria: understanding the patterns and correlates. J Financ Crime. https://doi.org/10.1108/JFC-10-2020-0213 Adeleke R, Alabede O (2021) Understanding the patterns and correlates of financial inclusion in Nigeria. GeoJournal. https://doi.org/10.1007/s10708-021-10378-6 Adeleke R, Osayomi T (2021) Exploring the spatial distribution of domestic debt in Nigeria. Spat InfRes. https://doi.org/10.1007/s41324-021-00422-5 Adeleke R, Osayomi T, Adeoti T (2021b) Does sub-national government revenue have an effect on socio-economic and infrastructural development in Nigeria? A geographical analysis. Reg Sci Policy Pract. https://doi.org/10.1111/rsp3.12438 Adesoji BM (2019) Top 10 States in Nigeria with highest tax revenue in 2019. https://nairametrics.com/2019/10/14/top-10-states-in-nigeria-with-highest-tax-revenue-generated-in-2019/. Accessed 8 Jan 2021 Adom J, Adom PK (2017) The determinants of tax revenue growth of an emerging economy—the case of Ghana. Int J Econ Acc 8(3):1–14 Agency Report (2021) Lagos govt seals 16 firms over tax evasion. https://www.premiumtimesng.com/regional/ssouth-west/474631-lagos-govt-seals-16-firms-over-tax-evasion.html. Accessed 10 Feb 2021 Ajaz T, Ahmad E (2010) The Effects of corruption and governance on tax revenues. Pak Dev Rev 49(4):405–417 Ajide FM, Bankefa OI (2017) Does financial system influence tax revenue? The case of Nigeria. Afr J Econ Rev 2(3):15–33 Akintoye IR, Adegbie FF, Awtomilusi NS (2019) Determinants of tax revenue: a case of Nigeria. Int J Bus Manag 7(4):23–31. https://doi.org/10.24940/theijbm/2019/v7/i4/BM1904-009 Alm J, Liu Y (2018) Corruption, taxation, and tax evasion. http://repec.tulane.edu/RePEc/pdf/tul1802.pdf. Accessed 25 Apr 2021 Al-Own B, Bani-Khalid T (2021) Financial inclusion and tax revenue: evidence from Europe. Int J Financ Res 12(2):27–42 Anderson JE, Bernard J (2017) Temporal and spatial effects of state taxes on economic growth. In: Proceedings. Annual conference on taxation and minutes of the annual meeting of the national tax association, vol 110, pp 1–22 Annuar NIB (2019) The macroeconomic determinants of tax revenue: the case of Malaysia. https://ir.uitm.edu.my/id/eprint/23362/. Accessed 8 Mar 2021 Anyanwu JC (1999) Fiscal relations among the various tiers of government in Nigeria. https://www.academia.edu/33194866/Fiscal_Relations_Among_The_Various_Tiers_of_Government_in_Nigeria. Accessed 11 Dec 2020 APLU (2020) African higher education: opportunities for transformative change for sustainable development. https://www.aplu.org/library/african-higher-education-opportunities-for-transformative-change-for-sustainable-development/file. Accessed 25 Apr 2021 Babalola D (2015) Fiscal federalism and economic development in Nigeria: the contending issues. Fiscal Fed. Econ. Dev. Niger. Contend. Issue 3(2):53–69 Bassey BE, Efiong EJ (2018) Determinants of taxable capacity in Nigeria. Int J Manag Sci Bus Adm 4(6):43–51 Calvo E, Escolar M (2003) The local voter: a geographically weighted regression approach to ecological inference. Am J Polit Sci 47(1):189–204. https://doi.org/10.1111/1540-5907.00013 Carroll SJ, Erkut E (2009) How taxpayers benefit when students attain higher levels of education. MG-686-WFHF, vol 142, pp 1–5. ISBN: 978-0-8330-4742-7. http://www.rand.org/pubs/monographs/MG686/. Accessed 23 Dec 2020 Chidlow A, Salciuviene L, Young S (2009) Regional determinants of inward FDI distribution in Poland. Int Bus Rev 18(2):119133 Cletus C (2006) Spatial dependence in models of state fiscal policy convergence. https://www.loc.gov/item/2006619395/. Accessed 8 Jan 2021 Crawford J (2019) Lagos sees rebound in FDI. https://www.fdiintelligence.com/article/76284. Accessed 8 Mar 2021 Dash BB, Raja AV (2014) Do political determinants affect revenue collection? Evidence from the Indian States. Int Rev Econ 61:253–278 Debt Management Office Report (2019) Nigeria’s total public debt portfolio as at December 30, 2017. https://www.dmo.gov.ng/debt-profile/sub-national-debts/2476-states-and-the-fct-domestic-debt-stock-as-at-december-31-2017/file. Accessed 8 Jan 2020 EFINA (2018) Key findings: EFINA access to financial services in Nigeria 2018 survey, pp 1–62. Retrieved February, 12, 2020 from https://www.efina.org.ng/wp-content/uploads/2019/01/A2F-2018-Key-Findings-11_01_19.pdf. Accessed 8 Oct 2020 Egwakhe AJ, Odunsi KO (2019) Foreign direct investment and tax revenue performance in Nigeria (1987–2016): terrorism-effect. Int J Manag Excell 13(2):1922–1929 Ekpo AH (2015) Issues in sub-national borrowing in Nigeria. https://openknowledge.worldbank.org/handle/10986/21787. Accessed 25 Mar 2021 Erkhadifa R (2019) The geographical weighted regression approach in analyzing the factors forming regional economic growth. Indones. J. Islam. Econ. Res. 1(2):101–109 Farber S, Páez A (2007) A systematic investigation of cross-validation in GWR modelestimation: empirical analysis and Monte Carlo simulations. J Geogr Syst 9(4):371–381 Fotheringham AS, Brunsdon C, Charlton M (2002a) Geographically weighted regression: the analysis of spatially varying relationships. Wiley, Chichester Fotheringham AS, Brunsdon C, Charlton ME (2002b) Geographically weighted regression: the analysis of spatially varying relationship. Wiley, New York Gemmel N, Morrissey O (2002) The poverty impacts of revenue systems in developing countries. A Report to the Department for International Development. http://www.gsdrc.org/docs/open/pf8.pdf. Accessed 10 Jan 2021 Gobachew N, Debela KL, Shibiru W (2018) Determinants of tax revenue in Ethiopia. Economics 6(6):58–64 Goudswaard K, Hans V (1994) The impact of demographic change on tax revenue. Atl Econ J 22:52–60 Gwarda KL (2017) Geographically weighted regression in the analysis of unemployment in Poland. ISPRS Int. J. Geo-Inf. 7(1):1–16. https://doi.org/10.3390/ijgi7010017 Hakeem MA (2017) Effect of population density on the level of development. Effect of population density on the level of development. Effect of Population Density on the Level of Development—Munich Personal RePEc Archive (uni-muenchen.de) Hamel G (2021) Unemployment & Fiscal Policy. https://smallbusiness.chron.com/unemployment-fiscal-policy-12614.html. Accessed 8 May 2021 Heady DD, Hodge A (2009) The effect of population growth on economic growth: a meta-regression analysis of the macro-economic literature. Popul Dev Rev 35:221–248 Holzer H, Schanzenbach DW, Duncan GJ, Ludwig J (2007) The economic costs of poverty in the United States: subsequent effects of children growing up poor. Center for American Progress. https://www.un.org/esa/sustdev/publications/industrial_development/3_1.pdf. Accessed 11 Apr 2021 Hubbard RG, O’Brien AP (2008) Essentials of economics. https://www.amazon.com/Macroeconomics-Updated-Anthony-Brien-Hubbard/dp/B0085AX1D0. Accessed 8 Jan 2021 Ikhatua JO, Ibadin PO (2019) Tax revenue effort in Nigeria. Account. Financ. Res. 8(1):103–117 Iyanda AE, Adeleke R, Boakye KA, Adeusi TJ, Lu Y (2021) Underage tobacco sales violations and neighborhood crime arrest in Philadephia: a multiscale GIS-based analysis. GeoJournal. https://doi.org/10.1007/s10708-021-10507-1 Iyanda AE, Osayomi T (2020) Is there a relationship between economic indicators and road fatalities in Texas? A multiscale geographically weighted regression analysis. GeoJournal. https://doi.org/10.1007/s10708-020-10232-1 Iyanda EI, Adeleke R, Lu Y, Osayomi T, Adaralegbe A, Lasode M, Adaralagbe NC, Osundina AM (2020) A retrospective cross-national examination of COVID-19 outbreak in 175 countries: a multiscale geographically weighted regression analysis (January 11-June 28, 2020). J Infect Public Health 13(10):1438–1445 Jegede P (2020) Why is tax collection low in Nigeria? https://republic.com.ng/december-20-january-21/why-is-tax-collection-low-nigeria/. Accessed 8 Jan 2021 Jones JPIII, Hanham RQ (1995) Contingency, realism and the expansion method. Geogr Anal 27(3):185–207. https://doi.org/10.1111/j.1538-4632.1995.tb00905.x Kalas B, Todorovic JD, Dordevic M (2020) Panel estimating effects of macroeconomic determinants on tax revenue level in European Union. Industrija 48(3):41–57 Kazeem Y (2016) Lagos is Africa’s 7th largest economy and is about to get bigger with its first oil finds. Quartz Africa. https://qz.com/africa/676819/lagos-is-africas-7th-largest-economy-and-is-about-to-get-bigger-with-its-first-oil-finds/. Accessed 8 Jan 2021 Kniivila M (2010) Industrial development and economic growth: implications for poverty reduction and income inequality. https://www.un.org/esa/sustdev/publications/industrial_development/3_1.pdf. Accessed 19 Jan 2021 Lagos State Government (2021) About Lagos. https://lagosstate.gov.ng/about-lagos/. Accessed 21 Apr 2021 Maganya MH (2020) Tax revenue and economic growth in developing country: an autoregressive distribution lags approach. Cent Eur Econ J 7(54):205–217 Masiya M, Chafuwa C, Donda M (2015) Determinants of tax revenue in Malawi. Available at SSRN: https://ssrn.com/abstract=2887852 or https://doi.org/10.2139/ssrn.2887852 Muibi SO, Sinbo O (2013a) Macroeconomic determinants of tax revenue in Nigeria (1970–2011). World Appl Sci J 28(1):27–35. https://doi.org/10.5829/idosi.wasj.2013.28.01.1189 Muibi SO, Sinbo OO (2013b) Macroeconomic Determinants of tax revenue in Nigeria (1970–2011). World Appl Sci J 28(1):27–35 NaibeiKing’ori I (2019) Impact of enhanced tax literacy levels on revenue mobilization: a conceptual analysis. Int J Econ Commer Manag 7(12):774–786 Napier T (2011) The effect of sea access on economic income level in African Nations. Nebraska Anthropologist. 163. http://digitalcommons.unl.edu/nebanthro/163. Accessed 8 Apr 2021 Nartey P (2019) The effects of demographic changes on state fiscal balances in the U.S. All Graduate Plan B and other Reports. 1385. https://digitalcommons.usu.edu/gradreports/1385. Accessed 8 Jan 2021 National Bureau of Statistics (2017a) CPI and Inflation Report. https://www.nigerianstat.gov.ng/pdfuploads/CPI_DECEMBER_2017-.pdf. Accessed 8 Jan 2021 National Bureau of Statistics (2017b) Nigerian Capital Importation. https://www.nigerianstat.gov.ng/elibrary?queries[search]=Foreigndirectinvestment. . Accessed 8 Jan 2021 National Bureau of Statistics and United Nation Office on Drugs and Crime (2016) Corruption in Nigeria: patterns and trends. Second survey on corruption as experienced by the population. https://www.unodc.org/documents/data-and-analysis/statistics/corruption/nigeria/Corruption_in_Nigeria_2019_standard_res_11MB.pdf. Accessed 19 Feb 2021 National Bureau of Statistics (2020) Internally generated revenue. https://www.nigerianstat.gov.ng/elibrary?queries[search]=internallygeneratedrevenue. Accessed 8 Jan 2021 Ndiaya C, Lv KJ (2018) Role of industrialization on economic growth: the experience of Senegal (1960–2017). Am J Ind Bus Manag 8:2072–2085. https://doi.org/10.4236/ajibm.2018.810137 Ndiaye AS, Diop CA (2019) Effect of reforms on tax revenue performance in Senegal. African Economic Research Consortium. ISBN 00200, 9966-944-80-X Nezami S, Khoramshahi E (2016) Spatial modeling of crime by using of GWR method. In: Proceedings of the 2016 baltic geodetic congress (Geomatics), BGC Geomatics, Gdansk, Poland, vol 2 (4), pp 222–227 Nsiah C, Wu C (2014) The role of spatial dynamics in the determination of foreign direct investment inflows to Africa. Afr Dev Rev 26(3):494–507 Odhiambo O, Olushola O (2018) Taxation and Economic Growth in a Resource-Rich Country: The Case of Nigeria. https://www.intechopen.com/books/taxes-and-taxation-trends/taxation-and-economic-growth-in-a-resource-rich-country-the-case-of-nigeria. Accessed 12 Apr 2021 OECD (2020) Revenue Statistics in Africa 2020. https://www.oecd.org/tax/tax-policy/brochure-revenue-statistics-africa.pdf. Accessed 8 May 2021 OECD (2021) Developing countries and the ocean economy: Key trends. https://www.oecd-ilibrary.org/sites/7c3c4f53-en/index.html?itemId=/content/component/7c3c4f53-en. Accessed 8 May 2021 Onwuka A (2019) North-South educational imbalance: Threat to Nigerian development. https://punchng.com/north-south-educational-imbalance-threat-to-nigerian-development/. Accessed 8 Jan 2021 Osayomi T, Iyanda EI, Adeleke R, Osadolor OJ (2021) Geographical analysis of illicit drug use in Nigeria: evidence from the first national drug use survey, 2018. Prof Geogr. https://doi.org/10.1080/00330124.2021.1883445 Osayomi T, Adeniyi O (2017) Spatial econometric analysis of inbound foreign direct investments in Nigeria: a geographically weighted regression approach. Niger J Econ Soc Stud 59(1):91–120 Oshan TM, Smith JP, Fotheringham AS (2020) Targeting the spatial context of obesity determinants via multiscale geographically weighted regression. Int J Health Geogr 19:11. https://doi.org/10.1186/s12942-020-00204- Owusu RK (2012) Population density and Economic Growth Demography as a tool for growth. Masters Thesis. Roskilde University Oz-Yalaman G (2019) Financial inclusion and tax revenue. Cent Bank Rev 19(3):107–113. https://doi.org/10.1016/j.cbrev.2019.08.004 Park CG, Hyun JK (2003) Examining the determinants of tax compliance by experimental data: a case of Korea. J Policy Model 25:673–684 Permai SD, Christina A, Gunawan AAS (2021) Fiscal decentralization analysis that affect economic performance using geographically weighted regression (GWR). Proc Comput Sci 179:399–406 Peterson WF (2017) The role of population in economic growth. Sage 7(4):1–15 Pilling D (2018) Nigerian economy: why Lagos works. https://www.ft.com/content/ff0595e4-26de-11e8-b27e-cc62a39d57a0. Accessed 8 Jan 2021 Rabiu S, Mustafa D (2020) Empirical investigation of tax compliance determinants in Katsina State, Nigeria. Int J Adv Acad Res (soc Manag Sci) 6(10):248–268 Rasheed F (2006) An Analysis of the tax buoyancy rates in Pakistan. Mark Forces 2(3):1–10 ResearchFDI (2021) Benefits and advantages of foreign direct investment. https://researchfdi.com/benefits-fdi-foreign-direct-investment/. Accessed 17 Apr 2021 Ross S (2019) What impact does industrialization have on wages? https://www.investopedia.com/ask/answers/032715/what-impact-does-industrialization-have-wages.asp. Accessed 30 Jan 2021 Samimi AJ (2020) Macroeconomic variables and tax revenue in Iran’s economy. J Iran Econ 6(2):255–285 Scholl AA (2018) Examining the effects of poverty on municipal public. https://www.lincolninst.edu/sites/default/files/scholl_2018_effects_of_poverty_on_public_finances.pdf. Accessed 23 Mar 2021 Sevilla NPM, Ruiz AC (2019) Coastal development: construction of a public policy for the shores and seas of Mexico. https://www.sciencedirect.com/topics/earth-and-planetary-sciences/coastal-development. Accessed 8 Jan 2021 Shivanda AR (2018) Effect of macroeconomic variables on tax revenue in Kenya. Int J Soc Sci Inf Technol 4(6):33–47 Simpson SD, Walters T (2020) The Cost of Unemployment to the Economy. https://www.investopedia.com/financial-edge/0811/the-cost-of-unemployment-to-the-economy.aspx. Accessed 25 Apr 2021 Smith TA, Sandoval JSO (2019) A Spatial analysis of homicides in Saint Louis: the importance of scale. Spat Demogr 7:57–82. https://doi.org/10.1007/s40980-018-00046-8 Starcek S, Petrovic D, Cirman A (2017) Analysis of cartographic presentation of factors impacting tax yield from the charger for use of building ground. Fiscal decentralization analysis that affect economic performance using geographically weighted regression (GWR). Geodetski Vestnik 61(4):582–613 Statista (2019) Poverty headcount rate in Nigeria as of 2019, by state. tstatista.com/statistics/1121438/poverty-headcount-rate-in-nigeria-by-state/ Taiwo FH (2016) An empirical investigation of the determinants of value added tax (VAT) in Southwestern Nigeria. Int J Adv Manag Econ 5(2):105–115 Taiwo OJ, Ahmed F (2015) Geographical analysis of voter apathy in presidential elections between 1999 and 2011 in Nigeria. Afr Geogr Rev 34(3):3–20. https://doi.org/10.1080/19376812.2015.1009381 Thapa RB, Estoque RC (2012) Geographically weighted regression in geospatial analysis. Prog Geospat Anal. https://doi.org/10.1007/978-4-431-54007_6 Tobler WR (1970) A computer movie simulating urban growth in the Detroit region. Econ Geogr 46:176–185 Torgler B (2011) Tax morale and compliance. Review of evidence and case studies for Europe. Policy Research Working Paper 5922, The World Bank, Washington DC Transparency International (2010) Exploring the relationships between corruption and tax revenue. https://www.u4.no/publications/exploring-the-relationships-between-corruption-and-tax-revenue/. Accessed 8 Jan 2021 United Nations Development Programme (2018) Human development report for Nigeria, 2008–2009: achieving growth with equity. Published for the United Nations Development Programme. Retrieved March 8, 2020, from http://hdr.undp.org/sites/default/files/nhdr_nigeria_2018.pdf. Accessed 12 Dec 2020 Wang KT, Jargalsaikhan N (2018) The determinants of tax revenue in Mongolia. Eur J Econ Finance Adm Sci 98(2018):83–95 Wheeler DC, Páez A (2010) Geographically weighted regression. In: Fischer M, Getis A (eds) Handbook of applied spatial analysis. Springer, Berlin. https://doi.org/10.1007/978-3-642-03647-7_22 Wheeler DC, Páez A (2010) Geographically weighted regression. In: Fischer MM, Getis A (eds) Handbook of applied spatial analysis: software tools, methods and applications. Springer, Berlin, pp 461–486. https://doi.org/10.1007/978-3-642-03647-7_22 World Bank (2018) Getting to 15 percent: addressing the largest tax gaps. https://blogs.worldbank.org/governance/getting-15-percent-addressing-largest-tax-gaps. Accessed 28 Apr 2021 Xu Y, Warner ME (2015) Does devolution crowd out development? A spatial analysis of US local government fiscal effort. Environ Plan A Econ Space. https://doi.org/10.1177/0308518X15622448 Yoshino N, Kim CJ, Sirivunnabood P (2019) Aging population and its impacts on fiscal sustainability. https://www.g20-insights.org/policy_briefs/aging-population-and-its-impacts-on-fiscal-sustainability/. Accessed 8 Jan 2021