The Persistence of Suicides in G20 Countries between 1990 and 2017: an SPSM Approach to Three Generations of Unit Root Tests

Authors

DOI:

https://doi.org/10.18778/1508-2008.24.17

Keywords:

Suicides, sequential panel selection method (SPSM), nonlinear unit root tests, Fourier form unit root tests, G20 countries

Abstract

Suicides represent an encompassing measure of psychological wellbeing, emotional stability as well as life satisfaction, and they have been recently identified by the World Health Organization (WHO) as a major global health concern. The G20 countries represent the powerhouse of global economic governance and hence possess the ability to influence the direction of global suicide rates. In applying the sequential panel selection method (SPSM) to three generations of unit root testing procedures, the study investigates the integration properties of suicides in G20 countries between 1990–2017. The results obtained from all three generations of tests provide rigid evidence of persistence within the suicides for most member states of the G20 countries, hence supporting the current strategic agenda pushed by the WHO in reducing suicides to a target rate of 10 percent. In addition, we further propose that such strategies should emanate from within G20 countries and spread globally thereafter.

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References

Akyuz, M., Karul, C., Nazlioglu, S. (2020), Dynamics of suicide in Turkey: An empirical analysis, “EMHJ”, 27 (10), pp. 1184–1192, https://doi.org/10.26719/emhj.20.033 DOI: https://doi.org/10.26719/emhj.20.033

Andres, A. (2005), Income equality, unemployment and suicide: a panel data analysis of 15 European countries, “Applied Economics”, 37 (4), pp. 439–451, https://doi.org/10.1080/0003684042000295304 DOI: https://doi.org/10.1080/0003684042000295304

Andres, A., Halicioglu, F. (2011), Testing the hypothesis of the natural suicide rates: Further evidence from OECD data, “Economic Modelling”, 28 (1–2), pp. 22–26, https://doi.org/10.1016/j.econmod.2010.10.004 DOI: https://doi.org/10.1016/j.econmod.2010.10.004

Becker, R., Enders, W., Lee, J. (2006), A stationarity test in the presence of an unknown number of smooth breaks, “Journal of Time Series Analysis”, 27 (3), pp. 381–409, https://doi.org/10.1111/j.1467-9892.2006.00478.x DOI: https://doi.org/10.1111/j.1467-9892.2006.00478.x

Brainerd, E. (2001), Economic reform and mortality in the former Soviet Union: A study of the suicide epidemic in the 1990s, “European Economic Review”, 87 (4–6), pp. 1007–1019, https://doi.org/10.1016/S0014-2921(01)00108-8 DOI: https://doi.org/10.1016/S0014-2921(01)00108-8

Campbell, J., Mankiw, G. (1987), Are output fluctuations transitory?, “The Quarterly Journal of Economics”, 102 (4), pp. 857–880, https://doi.org/10.2307/1884285 DOI: https://doi.org/10.2307/1884285

Case, A., Deaton, A. (2015), Suicide, age, and wellbeing: An empirical investigation, “NBER Working Paper”, No. 21279, June, https://doi.org/10.3386/w21279 DOI: https://doi.org/10.3386/w21279

Chang, S., Stuckler, D., Yip, P., Gunnell, D. (2013), Impact of the 2008 global economic crisis on suicide: Time trend study in 54 countries, “British Medical Journal”, 347 (f5239), pp. 1–15, https://doi.org/10.1136/bmj.f5239 DOI: https://doi.org/10.1136/bmj.f5239

Chang, T., Cai, Y., Chen, W. (2017), Are suicide rate fluctuations transitionary or permanent? Panel KSS unit root test with a Fourier function through the sequential panel selection method, “Romanian Journal of Economic Forecasting”, 20 (3), pp. 5–17, http://www.ipe.ro/rjef/rjef3_17/rjef3_2017p5-17.pdf (accessed: 25.02.2020).

Chen, W., Chang, T., Lin, Y. (2018), Investigating the persistence of suicide in the United States: Evidence from the quantile unit root test, “Social Indicators Research”, 135 (2), pp. 813–833, https://doi.org/10.1007/s11205-016-1492-1 DOI: https://doi.org/10.1007/s11205-016-1492-1

Chortareas, G., Kapetanois, G. (2009), Getting PPP right: Identifying mean‑reverting real exchange rates in panels, “Journal of Banking and Finance”, 30 (2), pp. 390–404, https://doi.org/10.1016/j.jbankfin.2008.08.010 DOI: https://doi.org/10.1016/j.jbankfin.2008.08.010

Chu, X., Zhang, X., Cheng, P., Schwebel, D., Hu, G. (2018), Assessing the use of media reporting recommendations by the World Health Organization in suicide news published in the most influential media sources in China, 2003–2015, “International Journal of Environmental Research and Public Health”, 15 (451), pp. 1–12, https://doi.org/10.3390/ijerph15030451 DOI: https://doi.org/10.3390/ijerph15030451

Chuang, H., Huang, W. (1997), Economic and social correlates of regional suicide rates: A pooled cross‑section and time‑series analysis, “Journal of Socio‑Economics”, 26 (3), pp. 277–289, https://doi.org/10.1016/S1053-5357(97)90021-4 DOI: https://doi.org/10.1016/S1053-5357(97)90021-4

Dahlberg, M., Lundin, D. (2005), Antidepressants and the suicide rate: Is there really a connection?, “Advances in Health Economics and Health Services Research”, 16, pp. 121–141, https://doi.org/10.1016/S0731-2199(05)16006-3 DOI: https://doi.org/10.1016/S0731-2199(05)16006-3

Daly, M., Oswald, A., Wilson, D., Wu, S. (2013), Dark contrasts: the paradox of high rates of suicides in happy places, “Journal of Economic Behaviour and Organization”, 80 (3), pp. 435–442, https://doi.org/10.1016/j.jebo.2011.04.007 DOI: https://doi.org/10.1016/j.jebo.2011.04.007

Dickey, D., Fuller, W. (1979), Distribution of the estimators for autoregressive time series with unit root, “Journal of American Statistical Association”, 74 (366), pp. 427–431, https://doi.org/10.1080/01621459.1979.10482531 DOI: https://doi.org/10.1080/01621459.1979.10482531

Durkheim, E. (1897), Suicide, Translated by J. Spaulding and G. Simpson, Free Press, Glencore.

Enders, W., Lee, J. (2012), A unit root test using a Fourier series to approximate smooth breaks, “Oxford Bulletin of Economics and Statistics”, 74 (4), pp. 574–599, https://doi.org/10.1111/j.1468-0084.2011.00662.x DOI: https://doi.org/10.1111/j.1468-0084.2011.00662.x

Ginsberg, R. (1966), Anomic and aspiration: a reinterpretation of Durkheim’s theory, Dissertations on sociology, Columbia University, New York.

Hamermesh, D., Soss, N. (1974), An economic theory of suicide, “Journal of Political Economy”, 82 (1), pp. 83–98, https://doi.org/10.1086/260171 DOI: https://doi.org/10.1086/260171

Henry, A., Short, J. (1954), Suicide and homicide, Free Press, Glencore.

Im, K., Pesaran, M., Shin, Y. (2003), Testing for unit roots in heterogeneous panels, “Journal of Econometrics”, 115 (1), pp. 53–74, https://doi.org/10.1016/S0304-4076(03)00092-7 DOI: https://doi.org/10.1016/S0304-4076(03)00092-7

Institute of Health Metrics and Evaluation (2018), Global Burden of Disease (GBD) database, http://www.healthdata.org (accessed: 25.02.2020).

Kapetanois, G., Shin, Y., Snell, A. (2003), Testing for a unit root in the nonlinear STAR framework, “Journal of Econometrics”, 112 (2), pp. 359–379, https://doi.org/10.1016/S0304-4076(02)00202-6 DOI: https://doi.org/10.1016/S0304-4076(02)00202-6

Kawohl, W., Nordt, C. (2020), COVID–19, unemployment, and suicide, “Lancet Psychiatry”, 7 (5), pp. 389–390, https://doi.org/10.1016/S2215-0366(20)30141-3 DOI: https://doi.org/10.1016/S2215-0366(20)30141-3

Kegler, S., Stone, D., Holland, K. (2017), Trend in suicide by level of urbanization – United States, 1999–2015, “Morbidity and Mortality Weekly”, 66 (10), pp. 270–273, https://doi.org/10.15585/mmwr.mm6610a2 DOI: https://doi.org/10.15585/mmwr.mm6610a2

Kumar, S., Verma, A., Bhattacharya, S., Rathore, S. (2013), Trends in rates and methods of suicide in India, “Egyptian Journal of Forensic Sciences”, 3 (3), pp. 75–80, https://doi.org/10.1016/j.ejfs.2013.04.003 DOI: https://doi.org/10.1016/j.ejfs.2013.04.003

Lee, J., Strazicich, M. (2004), Minimum Lagrange multiplier unit root with two structural breaks, “The Review of Economics and Statistics”, 85 (4), pp. 1082–1089, https://doi.org/10.1162/003465303772815961 DOI: https://doi.org/10.1162/003465303772815961

Lee, J., Strazicich, M. (2013), Minimum LM unit root with one structural break, “Economics Bulletin”, 33 (4), pp. 2483–2493, http://www.accessecon.com/Pubs/EB/2013/Volume33/EB-13-V33-I4-P234.pdf (accessed: 25.02.2020).

Lee, L., Roser, M., Ortiz‑Ospina, E. (2015), Suicide, http://ourworldindata.org/suicide (accessed: 25.02.2020).

Levin, A., Lin, C., Chu, J. (2002), Unit root tests in panel data: asymptotic and finite‑sample properties, “Journal of Econometrics”, 108 (1), pp. 1–24, https://doi.org/10.1016/S0304-4076(01)00098-7 DOI: https://doi.org/10.1016/S0304-4076(01)00098-7

Maddala, G., Wu, S. (1999), A comparative study of unit root tests with panel data and a new simple test, “Oxford Bulletin of Economics and Statistics”, 61 (51), pp. 631–652, https://doi.org/10.1111/1468-0084.61.s1.13 DOI: https://doi.org/10.1111/1468-0084.0610s1631

McIntyre, R., Lee, Y. (2020), Projected cases in suicide in Canada as a consequence of COVID–19, “Psychiatry Research”, 290, pp. 1–3, https://doi.org/10.1016/j.psychres.2020.113104 DOI: https://doi.org/10.1016/j.psychres.2020.113104

McKinnon, J. (1994), Approximate asymptotic distribution functions for unit‑root and cointegration tests, “Journal of Business and Economic Statistics”, 12 (2), pp. 167–176, https://doi.org/10.1080/07350015.1994.10510005 DOI: https://doi.org/10.1080/07350015.1994.10510005

Moneim, W., Yassa, H., George, S. (2011), Suicide rate: trends and implications in Upper Egypt, “Egyptian Journal of Forensic Sciences”, 1 (1), pp. 48–52, https://doi.org/10.1016/j.ejfs.2011.04.010 DOI: https://doi.org/10.1016/j.ejfs.2011.04.010

Nelson, C., Plosser, C. (1982), Trends and random walks in macroeconomic time series: Some evidence and implications, “Journal of Monetary Economics”, 10 (2), pp. 139–162, https://doi.org/10.1016/0304-3932(82)90012-5 DOI: https://doi.org/10.1016/0304-3932(82)90012-5

Neumayer, E. (2003), Socioeconomic factors and suicide at large unit aggregate levels: a comment, “Urban Studies”, 40 (13), pp. 2769–2796, https://doi.org/10.1080/0042098032000191029 DOI: https://doi.org/10.1080/0042098032000191029

Ng, S., Perron, P. (2001), Lag length selection and the construction of unit root tests with good size and power, “Econometrica”, 69 (6), pp. 1519–1554, https://doi.org/10.1111/1468-0262.00256 DOI: https://doi.org/10.1111/1468-0262.00256

Perron, P. (1989), The great crash, the oil price shock, and the unit root hypothesis, “Econometrica”, 57 (6), pp. 1361–1401, https://doi.org/10.2307/1913712 DOI: https://doi.org/10.2307/1913712

Phiri, A., Mukuku, D. (2020), Does unemployment aggravate suicide rates in South Africa? Some empirical evidence, “Review of Social Economy”, 78 (4), pp. 532–560 https://doi.org/10.1080/00346764.2019.1630667 DOI: https://doi.org/10.1080/00346764.2019.1630667

Platt, S. (1984), Unemployment and suicidal behaviour: A review of the literature, “Social Science and Medicine”, 19 (2), pp. 93–115, https://doi.org/10.1016/0277-9536(84)90276-4 DOI: https://doi.org/10.1016/0277-9536(84)90276-4

Platt, S., Micciolo, R., Tansella, M. (1992), Suicide and unemployment in Italy: Description, analysis and interpretation of recent trends, “Social Science and Medicine”, 34 (11), pp. 1191–1201, https://doi.org/10.1016/0277-9536(92)90312-E DOI: https://doi.org/10.1016/0277-9536(92)90312-E

Ucar, N., Omay, T. (2009), Testing for a unit root in nonlinear heterogenous panels, “Economics Letters”, 104 (1), pp. 5–8, https://doi.org/10.1016/j.econlet.2009.03.018 DOI: https://doi.org/10.1016/j.econlet.2009.03.018

Viren, M. (1999), Testing the “natural rate of suicide” hypothesis, “International Journal of Social Economics”, 26 (12), pp. 1428–1440, https://doi.org/10.1108/03068299910370535 DOI: https://doi.org/10.1108/03068299910370535

World Health Organisation (2013), Mental health action plan 2013–2020, https://www.who.int/publications/i/item/9789241506021 (accessed: 25.02.2020).

World Health Organisation (2014), Preventing suicide: A global imperative, https://www.who.int/mental_health/suicide-prevention/world_report_2014/en/#:~:text=It%20aims%20to%20increase%20awareness,in%20a%20multisectoral%20public%20health (accessed: 25.02.2020).

World Health Organisation (2018), World Health Statistics database, https://www.who.int/data/collections (accessed: 25.02.2020).

Yang, B., Lester, D. (1991), Is there a natural suicide rate for society?”, “Psychological Reports”, 68, https://doi.org/10.2466/pr0.1991.68.1.322 DOI: https://doi.org/10.2466/PR0.68.4.1254-1254

Yang, B., Lester, D. (2009), Is there a natural suicide rate?, “Applied Economic Letters”, 16 (2), pp. 137–140, https://doi.org/10.1080/13504850601018189 DOI: https://doi.org/10.1080/13504850601018189

Yeh, B., Lester, D. (1987), An economic model for suicide, [in:] D. Lester (ed.), Suicide as a learned behaviour, Springfield, Cambridge University Press.

Zivot, E., Andrew, D. (1992), Further evidence on the Great Crash, the oil‑price shock, and the unit‑root hypothesis, “Journal of Business and Economic Statistics”, 10 (3), pp. 251–270, https://doi.org/10.1080/07350015.1992.10509904 DOI: https://doi.org/10.1080/07350015.1992.10509904

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Published

2021-06-30

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Anyikwa, Izunna, Nicolene Hamman, and Andrew Phiri. 2021. “The Persistence of Suicides in G20 Countries Between 1990 and 2017: An SPSM Approach to Three Generations of Unit Root Tests”. Comparative Economic Research. Central and Eastern Europe 24 (2): 153-73. https://doi.org/10.18778/1508-2008.24.17.