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Impact of Social and Institutional Indicators on the Homicide Rate in Ecuador: An Analysis Using Advanced Time Series Techniques

Author

Listed:
  • Aldenis Vásquez

    (Universidad Nacional de Loja)

  • Rafael Alvarado

    (Universidad Nacional de Loja)

  • Brayan Tillaguango

    (Universidad Espíritu Santo)

  • Cem Işık

    (Anadolu University)

  • Muntasir Murshed

    (North South University
    Daffodil International University)

Abstract

Over the last three decades, Ecuador has shifted from being one of the most violent countries in Latin America to being one of the safest countries. Recently, however, it became a country with high rates of intentional homicides again. This research aims to examine the impact of social (economic progress and unemployment) and institutional (corruption and government efficiency) indicators on the rate of intentional homicides in Ecuador during the 1990–2020 period. We use cointegration techniques with structural breaks and single-frequency Fourier cumulative causality models. The findings of the Hatemi (ME 35, 497–505) and as reported by Maki (ICJR, 30, 10–29) cointegration model show a long-term equilibrium relationship between five series. The structural breaks coincide with the application of public security policies and structural changes in this economy. In addition, we find a unique Fourier cumulative frequency causal relationship between the analyzed series. To reduce violent deaths, policy-makers must execute strategies that aim to improve the population's quality of life, implement corruption control mechanisms, and promote government efficiency.

Suggested Citation

  • Aldenis Vásquez & Rafael Alvarado & Brayan Tillaguango & Cem Işık & Muntasir Murshed, 2023. "Impact of Social and Institutional Indicators on the Homicide Rate in Ecuador: An Analysis Using Advanced Time Series Techniques," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 169(1), pages 1-22, September.
  • Handle: RePEc:spr:soinre:v:169:y:2023:i:1:d:10.1007_s11205-023-03150-5
    DOI: 10.1007/s11205-023-03150-5
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    as
    1. Buonanno, Paolo & Vargas, Juan F., 2019. "Inequality, crime, and the long run legacy of slavery," Journal of Economic Behavior & Organization, Elsevier, vol. 159(C), pages 539-552.
    2. Muzafar Shah Habibullah & Badariah H.Din & Baharom Abdul Hamid, 2016. "Good governance and crime rates in Malaysia," International Journal of Social Economics, Emerald Group Publishing Limited, vol. 43(3), pages 308-320, March.
    3. Mauro Costantini & Iris Meco & Antonio Paradiso, 2018. "Do inequality, unemployment and deterrence affect crime over the long run?," Regional Studies, Taylor & Francis Journals, vol. 52(4), pages 558-571, April.
    4. Jushan Bai & Pierre Perron, 1998. "Estimating and Testing Linear Models with Multiple Structural Changes," Econometrica, Econometric Society, vol. 66(1), pages 47-78, January.
    5. Edward L. Glaeser & Bruce Sacerdote & José A. Scheinkman, 1996. "Crime and Social Interactions," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 111(2), pages 507-548.
    6. Jan Janmaat, 2011. "Social Cohesion as a Real-life Phenomenon: Assessing the Explanatory Power of the Universalist and Particularist Perspectives," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 100(1), pages 61-83, January.
    7. Bros, Catherine & Couttenier, Mathieu, 2015. "Untouchability, homicides and water access," Journal of Comparative Economics, Elsevier, vol. 43(3), pages 549-558.
    8. Asongu, Simplice A. & Uduji, Joseph I. & Okolo-Obasi, Elda N., 2019. "Homicide and social media: Global empirical evidence," Technology in Society, Elsevier, vol. 59(C).
    9. Sharkey, Patrick & Torrats-Espinosa, Gerard, 2017. "The effect of violent crime on economic mobility," Journal of Urban Economics, Elsevier, vol. 102(C), pages 22-33.
    10. Paresh Kumar Narayan & Russell Smyth, 2004. "Crime rates, male youth unemployment and real income in Australia: evidence from Granger causality tests," Applied Economics, Taylor & Francis Journals, vol. 36(18), pages 2079-2095.
    11. Peres, Maria Fernanda Tourinho & Nivette, Amy, 2017. "Social disorganization and homicide mortality rate trajectories in Brazil between 1991 and 2010," Social Science & Medicine, Elsevier, vol. 190(C), pages 92-100.
    12. Matthieu Clement & Lucie Piaser, 2021. "Do inequalities predict fear of crime? Empirical evidence from Mexico," Post-Print hal-03433346, HAL.
    13. Lacoe, Johanna & Bostic, Raphael W. & Acolin, Arthur, 2018. "Crime and private investment in urban neighborhoods," Journal of Urban Economics, Elsevier, vol. 108(C), pages 154-169.
    14. Saban Nazlioglu & Alper Gormus & Ugur Soytas, 2019. "Oil Prices and Monetary Policy in Emerging Markets: Structural Shifts in Causal Linkages," Emerging Markets Finance and Trade, Taylor & Francis Journals, vol. 55(1), pages 105-117, January.
    15. Devika Hazra & Zhen Cui, 2018. "Macroeconomic Determinants of Crime: Evidence from India," Journal of Quantitative Economics, Springer;The Indian Econometric Society (TIES), vol. 16(1), pages 187-198, December.
    16. Alexander Cotte Poveda & Jorge Martinez Carvajal & Nicolas Ronderos Pulido, 2019. "Relations between economic development, violence and corruption: A nonparametric approach with DEA and data panel," Serie de Documentos en Economía y Violencia 17595, Centro de Investigaciones en Violencia, Instituciones y Desarrollo Económico (VIDE).
    17. Nikolaos Dritsakis & Alexandros Gkanas, 2009. "The effect of socio-economic determinants on crime rates: An empirical research in the case of Greece with cointegration analysis," International Journal of Business and Economic Sciences Applied Research (IJBESAR), International Hellenic University (IHU), Kavala Campus, Greece (formerly Eastern Macedonia and Thrace Institute of Technology - EMaTTech), vol. 2(2), pages 51-64, December.
    18. Blaine Robbins & David Pettinicchio, 2012. "Social Capital, Economic Development, and Homicide: A Cross-National Investigation," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 105(3), pages 519-540, February.
    19. Alexander Cotte Poveda, 2012. "Estimating Effectiveness of the Control of Violence and Socioeconomic Development in Colombia: An Application of Dynamic Data Envelopment Analysis and Data Panel Approach," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 105(3), pages 343-366, February.
    20. Pablo Gaitán-Rossi & Ce Shen, 2018. "Fear of Crime in Mexico: The Impacts of Municipality Characteristics," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 135(1), pages 373-399, January.
    21. Fajnzylber, Pablo & Lederman, Daniel & Loayza, Norman, 2002. "What causes violent crime?," European Economic Review, Elsevier, vol. 46(7), pages 1323-1357, July.
    22. Sarma, Nayantara, 2022. "Domestic violence and workfare: An evaluation of India’s MGNREGS," World Development, Elsevier, vol. 149(C).
    23. Blume, Laura Ross, 2021. "Narco Robin Hoods: Community support for illicit economies and violence in rural Central America," World Development, Elsevier, vol. 143(C).
    24. McMahon, Walter W., 2018. "The total return to higher education: Is there underinvestment for economic growth and development?," The Quarterly Review of Economics and Finance, Elsevier, vol. 70(C), pages 90-111.
    25. Muzafar Shah Habibullah & Badariah H.Din & Baharom Abdul Hamid, 2016. "Good governance and crime rates in Malaysia," International Journal of Social Economics, Emerald Group Publishing Limited, vol. 43(3), pages 308-320, March.
    26. Maki, Daiki, 2012. "Tests for cointegration allowing for an unknown number of breaks," Economic Modelling, Elsevier, vol. 29(5), pages 2011-2015.
    27. Errol, Zeresh & Madsen, Jakob B. & Moslehi, Solmaz, 2021. "Social disorganization theory and crime in the advanced countries: Two centuries of evidence," Journal of Economic Behavior & Organization, Elsevier, vol. 191(C), pages 519-537.
    28. Nazlioglu, Saban & Gupta, Rangan & Gormus, Alper & Soytas, Ugur, 2020. "Price and volatility linkages between international REITs and oil markets," Energy Economics, Elsevier, vol. 88(C).
    29. Manfred Grautoff Laverde & Fernando Chavarro Miranda & Andrés Felipe Arce, 2011. "La teoría racional del crimen. Aplicaciones de Gary Becker en Bogotá, D.C," Revista Criterio Libre, Universidad Libre - Sede Principal, June.
    30. Paresh Kumar Narayan & Stephan Popp, 2010. "A new unit root test with two structural breaks in level and slope at unknown time," Journal of Applied Statistics, Taylor & Francis Journals, vol. 37(9), pages 1425-1438.
    31. Jan Janmaat, 2011. "Erratum to: Social Cohesion as a Real-Life Phenomenon: Assessing the Explanatory Power of the Universalist and Particularist Perspectives," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 100(2), pages 369-369, January.
    32. Qamar, Alina & Safdar, Maria, 2021. "The Role of Human Capital, Corruption and Quality of Life in Determining the Crime Rate: Empirics from Pakistan," MPRA Paper 107633, University Library of Munich, Germany.
    33. Bucheli, José R. & Fontenla, Matías & Waddell, Benjamin James, 2019. "Return migration and violence," World Development, Elsevier, vol. 116(C), pages 113-124.
    34. Herrera, Joel Salvador & Martinez-Alvarez, Cesar B., 2022. "Diversifying violence: Mining, export-agriculture, and criminal governance in Mexico," World Development, Elsevier, vol. 151(C).
    35. Jarque, Carlos M. & Bera, Anil K., 1980. "Efficient tests for normality, homoscedasticity and serial independence of regression residuals," Economics Letters, Elsevier, vol. 6(3), pages 255-259.
    36. Riccardo Valente & Mattia Vacchiano, 2021. "Determinants of the Fear of Crime in Argentina and Brazil: A Cross-Country Comparison of Non-Criminal and Environmental Factors Affecting Feelings of Insecurity," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 154(3), pages 1077-1096, April.
    37. Hitchens, Brooklynn K., 2023. "The cumulative effect of gun homicide-related loss on neighborhood perceptions among street-identified black women and girls: A mixed-methods study," Social Science & Medicine, Elsevier, vol. 320(C).
    38. Turnbull, Megan, 2021. "When armed groups refuse to carry out election violence: Evidence from Nigeria," World Development, Elsevier, vol. 146(C).
    39. Johansen, Soren, 1988. "Statistical analysis of cointegration vectors," Journal of Economic Dynamics and Control, Elsevier, vol. 12(2-3), pages 231-254.
    40. Toda, Hiro Y. & Yamamoto, Taku, 1995. "Statistical inference in vector autoregressions with possibly integrated processes," Journal of Econometrics, Elsevier, vol. 66(1-2), pages 225-250.
    41. Rettberg, Angelika & Ortiz-Riomalo, Juan Felipe, 2016. "Golden Opportunity, or a New Twist on the Resource–Conflict Relationship: Links Between the Drug Trade and Illegal Gold Mining in Colombia," World Development, Elsevier, vol. 84(C), pages 82-96.
    42. Noorishah Binti Shafiq & Dayang Haszelinna Abang Ali, 2022. "The Economic Determinants of Crime Rate in 7 Selected Countries: A Panel Data Analysis Approach," Asian Journal of Empirical Research, Asian Economic and Social Society, vol. 12(1), pages 44-53.
    43. Vinicius V. Zanchi & Philipp Ehrl & Daniel T. G. N. Maciel, 2021. "Direct and Indirect Effects of Individualism and Institutions on Homicides," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 153(3), pages 1167-1195, February.
    44. Castañeda Dower, Paul & Pfutze, Tobias, 2020. "Land titles and violent conflict in rural Mexico," Journal of Development Economics, Elsevier, vol. 144(C).
    45. Ingram, Matthew C. & Marchesini da Costa, Marcelo, 2019. "Political geography of violence: Municipal politics and homicide in Brazil," World Development, Elsevier, vol. 124(C), pages 1-1.
    46. Abdulnasser Hatemi-J, 2008. "Tests for cointegration with two unknown regime shifts with an application to financial market integration," Empirical Economics, Springer, vol. 35(3), pages 497-505, November.
    47. Kaila, Heidi & Singhal, Saurabh & Tuteja, Divya, 2020. "Development programs, security, and violence reduction: Evidence from an insurgency in India," World Development, Elsevier, vol. 130(C).
    48. Scott South & Lawrence Cohen, 1985. "Unemployment and the homicide rate: A paradox resolved?," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 17(4), pages 325-343, November.
    49. Kaya MUHAMMED VEYSEL & Aytekin IBRAHIM & Yılmaz SUAT SERHAT, 2018. "Income, Unemployment and Crime in Turkey: An Analysis of Causality," Economics and Applied Informatics, "Dunarea de Jos" University of Galati, Faculty of Economics and Business Administration, issue 1, pages 85-90.
    50. McDaniel, Michael & Ge, Jianhua & Yuan, Wenhao, 2022. "Social impacts of entrepreneurship: Does entrepreneurial ecosystem support reduce homicide?," Journal of Business Venturing Insights, Elsevier, vol. 17(C).
    51. Caruso, Raul & Schneider, Friedrich, 2011. "The socio-economic determinants of terrorism and political violence in Western Europe (1994–2007)," European Journal of Political Economy, Elsevier, vol. 27(S1), pages 37-49.
    52. Clément, Matthieu & Piaser, Lucie, 2021. "Do inequalities predict fear of crime? Empirical evidence from Mexico," World Development, Elsevier, vol. 140(C).
    53. Tauã Vital & Daniel Morais De Souza & Jessica Faciroli, 2020. "Unemployment, poverty and police performance: an ARDL analysis of crime in São Paulo," Economics Bulletin, AccessEcon, vol. 40(1), pages 128-139.
    54. Shahbaz, Muhammad, 2013. "Linkages between inflation, economic growth and terrorism in Pakistan," Economic Modelling, Elsevier, vol. 32(C), pages 496-506.
    55. Saleemi, Muhammad Waqar & Amir-ud-Din, Rafi, 2019. "How does quality of governance influence occurrence of crime? A longitudinal analysis of Asian countries," MPRA Paper 94142, University Library of Munich, Germany.
    56. Breitung, Jorg & Candelon, Bertrand, 2006. "Testing for short- and long-run causality: A frequency-domain approach," Journal of Econometrics, Elsevier, vol. 132(2), pages 363-378, June.
    57. Kristian Skrede Gleditsch & Mauricio Rivera & Bárbara Zárate-Tenorio, 2022. "Can Education Reduce Violent Crime? Evidence from Mexico before and after the Drug War Onset," Journal of Development Studies, Taylor & Francis Journals, vol. 58(2), pages 292-309, February.
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