| Literature DB >> 34208831 |
Ken Inoue1,2, Nursultan Seksenbayev3, Nailya Chaizhunusova4, Timur Moldagaliyev3, Nargul Ospanova3, Sholpan Tokesheva4, Yersin T Zhunussov5, Nobuo Takeichi6, Yoshihiro Noso7, Masaharu Hoshi2, Noriyuki Kawano2.
Abstract
The Republic of Kazakhstan has one of the world's highest suicide rates. A detailed study of the risk factors for suicide in that country is therefore important. We investigated country-wide statistics related to labor, financial, and economic factors and whether any of these factors contribute to the risk of suicide in Kazakhstan. Using the 20 year period from 2000 to 2019, we examined the annual suicide rates overall (all citizens) and for males and females in Kazakhstan, annual unemployment rates, annual rates of increase in the country's consumer price index, annual total exports, and annual total imports. We then calculated the correlations between the suicide rates and these four items. We also performed a multiple regression analysis of the relationship between the suicide rate and those four items. The results of these analyses indicated that the unemployment rate was the correlation coefficient most highly correlated with the suicide rate; unemployment was significantly related to suicide and should be targeted as a risk factor in suicide prevention interventions in Kazakhstan. With this in mind, organizations, government agencies, and professionals in relevant fields need to devise and implement suicide prevention measures.Entities:
Keywords: Republic of Kazakhstan; prevention; risk factor; suicide; unemployment
Year: 2021 PMID: 34208831 PMCID: PMC8297109 DOI: 10.3390/ijerph18136992
Source DB: PubMed Journal: Int J Environ Res Public Health ISSN: 1660-4601 Impact factor: 3.390
Figure 1(a)The annual suicide rate in the overall population of Kazakhstan during the 20 year period from 2000 to 2019. (b)The annual suicide rates for males and females in Kazakhstan during the 20 year period from 2000 to 2019.
Figure 2The annual unemployment rate in Kazakhstan during 2000–2019.
Figure 3The annual rate of increase in the consumer price index (CPI) in Kazakhstan during 2000–2019.
Figure 4Annual total exports in Kazakhstan during 2000–2019.
Figure 5Annual total imports in Kazakhstan during 2000–2019.
Correlations between the suicide rate and each of the four factors.
| Overall | Males | Females | |
|---|---|---|---|
| Unemployment rate | r = 0.833, | r = 0.846, | r = 0.742, |
| Rate of increase in the consumer price index | r = 0.217, | r = 0.214, | r = 0.233, |
| Total exports | r = −0.602, | r = −0.618, | r = −0.503, |
| Total imports | r = −0.658, | r = −0.673, | r = −0.558, |
(a) Multiple regression analysis was performed to determine the relationships among the suicide rate and the four factors: (1) the unemployment rate, (2) the rate of increase in the CPI, (3) total exports, and (4) total imports. (b) Regression lines in the multiple regression analysis.
| Overall | Males | Females | |
|---|---|---|---|
| Adjusted R2 | R2 = 0.624 | R2 = 0.648 | R2 = 0.456 |
| Unemployment rate (X1) | |||
| Rate of increase in the consumer price index (X2) | |||
| Total exports (X3) | |||
| Total imports (X4) | |||
| ( | |||
| Overall | y = 3.3067X1 + 0.0208X2 + 6.2101 × 10−5X3 − 4.0516 × 10−5X4 + 6.015 | ||
| Males | y = 6.0240X1 + 0.0162X2 + 0.0001X3 − 7.5825×10−5X4 + 8.235 | ||
| Females | y = 0.8096X1 + 0.0263X2 + 1.9521×10-5X3 − 7.4097 × 10−6X4 + 3.779 | ||
| ( | |||
Response variable (Y): the suicide rates. Explanatory variable (X): the unemployment rate (X1), the rate of increase in the CPI (X2), total exports (X3), and total imports (X4).