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IRJET- Survey of Suicides Committed in India from 2001-2012
1.
International Research Journal
of Engineering and Technology (IRJET) e-ISSN: 2395-0056 Volume: 06 Issue: 10 | Oct 2019 www.irjet.net p-ISSN: 2395-0072 © 2019, IRJET | Impact Factor value: 7.34 | ISO 9001:2008 Certified Journal | Page 1323 Survey of Suicides Committed in India from 2001-2012 Yuvasri Raghavan1, Shubham Agarwal2 1, 2BTech Graduate, School of Computer Engineering and Technology, MIT Academy of Engineering, Pune, India. ---------------------------------------------------------------------***---------------------------------------------------------------------- Abstract - Suicide is an act of taking one's life. There could be multiple reasons for why a person chooses to do so. This act however prevailing, can still be truncated. An analytical study of all the demographics involved in a suicide will help curb the rates of suicide in a densely populated country like India. This study will help design suicide prevention campaignsaccording to topographical factors. Key Words: Suicide Analysis, R Programming, Descriptive Analytics. 1. INTRODUCTION Suicide is among the top three causes of death among youth worldwide. According to the WHO [1], every year, almost one million people die from suicide and 20 times more people attempt suicide; a global mortalityrateof 16 per 100,000, or one death every 40 seconds and one attempt every 3 seconds,on average. Suicide worldwidewas estimated to represent 1.8% of the total global burden of disease in 1998; in 2020, this figure is projected to be 2.4% in countries with market and former socialist economies. Every suicide is a tragedy that affects families, communities and entire countries and has long-lasting effects on the people left behind. Suicide occurs throughout the lifespan and was the second leading cause of death among 15-29- year-olds globally in 2016. Suicide does not just occur in high-income countries but is a global phenomenon in all regions of the world. In fact, over 79% of global suicides occurred in low- and middle-income countries in 2016. Suicide is a serious public health problem;however,suicides are preventable with timely, evidence-based and often low- cost interventions. For national responses to be effective, a comprehensive multisectoral suicide prevention strategy is needed. 1.1 Background Suicides are preventable.Thereareanumberofmeasures that can be taken at population, sub-population and individual levels to prevent suicide and suicide attempts. Suicide is a complex issue and therefore suicide prevention efforts require coordination and collaboration among multiple sectors of society, including the health sector and other sectors such as education, labor, agriculture, business, justice, law, defense, politics, and the media. These efforts must be comprehensive and integratedasnosingleapproach alone can make an impact on an issue as complex as suicide. 1.2 Objective Although suicide is a deeply personal and an individual act, suicidal behaviour is determined by a number of individual and social factors. With such increasing numbers in suicide, it becomes mandatory to analyse and understand why one commits suicide. Studying this pattern will help understand the factors and evaluate them on a demographic front. Suicides occur as a result of multiple factors, perhaps of high complexity. This complexity can be lessened by conducting research and study of adequate expertise. Many non-governmental organizations can take up programs to curb suicides if solid research on these factors that actually lead to suicidal tendencies is well established since suicide rates are observed to be greater in areas having advanced health systems. 2. DATASET USED Suicide is a major concern and requires serious attention, a proper system to perform suicide analysis and prediction using reliable data. The approach to suicide analysis is not restricted to one method or medium. If performed systematically, research todetectsuicideideation from myriad of sources will becomea powerful tool in future that will guide family members of people vulnerable to suicides to identify suicidal tendency at early stages. The dataset used [2] hasa total of12yearsobservationsfrom 2001 – 2012 which contains the details of natural & un- natural accidents, trafficaccidentsandsuicides.Majorcauses of accidental deathsare trafficaccidents,drowning,lightning, heart attacks, accidental fire,falls, poisoning. Major causesof suicides are family problems, illness, bankruptcy or indebtedness. This data helps the analytical study of suicide by providing relevant data over the years regarding deaths, by suicide and by other reasons as well. A summary of the columns used in the dataset is given below in the table 1. Table -1: Feature description Sr No Columns Importance 1 State To specify the State/UT of death. 2 Year Year of death 3 Type Code Contains parameters like professional status, Education, Causes, etc. 4 Type Details for each type 5 Gender Male/Female 6 Age Group Categorized into 5 groups those are 0-14, 15-29, 30- 44, 45-59 and 60+
2.
International Research Journal
of Engineering and Technology (IRJET) e-ISSN: 2395-0056 Volume: 06 Issue: 10 | Oct 2019 www.irjet.net p-ISSN: 2395-0072 © 2019, IRJET | Impact Factor value: 7.34 | ISO 9001:2008 Certified Journal | Page 1324 2. FACTORS AFFECTING SUICIDE A person dies by suicide every 13.3 minutes in the United States, according to the latest data from the American Foundation for Suicide Prevention (AFSP). Suicide can affect anyone, but there are certain characteristics and conditions associated with increased risk. The decision of committing suicideis rooted on variousfactors,althoughtheprimefactor may vary from person to person. In the dataset used, multifarious factors were observedthatledpeopletocommit this bizarre crime. According to the article published by WHO in their mental health section [3], socio-economic, cultural and religious factorsare prevalentwhensuicidesare considered in Asia. Bankruptcy or sudden change in economic status is one of the crucial factors. In a condition of financial crisis when a debtor cannot meet the loan amount, and is struggling peculiarly, the symptoms, like depression, are more likely tolead those sufferingwithasignificantlylow ability to clearly see their situation for what it really is and not what they think it really is. Chronic pain and illness are important factors as well. The excruciating pain thatpatients sufferingfromvariousailmentsmakespeopleconsidertaking away their lives instead of enduring such harsh pain on a daily basis. Emotional turmoil, like the loss of a close one, heartbreak and relationship failures, failure in examination, fall in social reputations, barrenness, impotence cause immense disturbance to the mental state of any sane person. This hinders the person’s ability to think with sanity and in such a situation, the person may find solace in ending one’s life rather than gathering courage to fight the situation. Career and social life related issues play an important role as well. Unemployment, workplace stress, professional quandary may not seem like a momentous factor, but in reality, a lot of people succumb to the social expectations in today’s world. When they cannot cope up, they tend to give up on their entire existence. 3. ANALYSIS OF SUICIDES After collecting data, background and factors relevant to suicide, a clear insight as to the why suicides occur and the demographics related to it was missing. To help understand the given domain with greater clarity, descriptive analytics was deployed to illustrate the points using a visual medium. The same is intimated in the following. Gender-wise analysis of suicide: Gender plays an important role while analyzing suicides. As mentioned by McGirr A et. al [4] in the paper about gender and risk factors forsuicide, acorrelationbetweengenderand suicide was observed by using a psychological autopsy method. After doing the analytical research, a bar graph is plotted showing the contrast between the total per cent of males who committed suicide versus the females. Fig -1: Comparison between genders Age-wise analysis of suicide: Age is an important featurewhile interpretingsuicides.Milic CT [5] proposed a paper with the objective of determining and the influence of age in suicidal occurrence.Thebargraph below illustrates the count of suicides per age group which helps gain deeper understanding of the correlation between age and suicide. Fig -2: Comparison between age groups Analysis by education level: The level of education is a telling factor when it comes to suicide. As mentioned earlier, workplace stress is one of the leading factors in suicide. Along with that, it is observed that unemployment also is a top factor when suicides are concerned.Theplotbelowdemonstratesagraphofeducation level and suicide count.
3.
International Research Journal
of Engineering and Technology (IRJET) e-ISSN: 2395-0056 Volume: 06 Issue: 10 | Oct 2019 www.irjet.net p-ISSN: 2395-0072 © 2019, IRJET | Impact Factor value: 7.34 | ISO 9001:2008 Certified Journal | Page 1325 Fig -3: Comparison between education level Analysis by social status: Social status is crucial when interpreting suicides. A novel paper proposed by Mahmoud Keyvanara et. al. [6] addresses social class status and examines its relationshipwithsuicidal tendencies and occurrences. The research suggests a prevalence of relationshipbetweensocialstatusandsuicides. Fig -4: Comparison between social status Analysis by professional profile: Professional profile is important to consider while analyzing suicides. As mentioned inthepaperwrittenbyS.ERobertse.t. al [7], occupations have risksassociated to suicides. Theplot below illustrates the same. Fig -5: Comparison between professional profile Analysis by means adopted for suicide: Means adopted for suicide portray the various conditions which help understand and analyze suicides. The graph below depicts the count of various different means adopted for suicide by each gender. Fig -6: Comparison between means adopted Age-wise analysis of major causes of suicide: The section below illustrates major causes of suicide of each age group.
4.
International Research Journal
of Engineering and Technology (IRJET) e-ISSN: 2395-0056 Volume: 06 Issue: 10 | Oct 2019 www.irjet.net p-ISSN: 2395-0072 © 2019, IRJET | Impact Factor value: 7.34 | ISO 9001:2008 Certified Journal | Page 1326 Ages 0 – 14: Fig -7: Major causes of suicide for ages 0 - 14 Ages 15 -29: Fig -8: Major causes of suicide for ages 15 – 29 Ages 30 -44: Fig -9: Major causes of suicide for ages 30 - 44 Ages 45 -59: Fig -10: Major causes of suicide for ages 45-59
5.
International Research Journal
of Engineering and Technology (IRJET) e-ISSN: 2395-0056 Volume: 06 Issue: 10 | Oct 2019 www.irjet.net p-ISSN: 2395-0072 © 2019, IRJET | Impact Factor value: 7.34 | ISO 9001:2008 Certified Journal | Page 1327 Ages 60 and above: Fig -11: Major causes of suicide for ages 60+ Analysis by causes per year: The plot below shows the causes of suicide per year along with the total count. Fig -12: Causes of suicide per year State-wise analysis: The graph below depicts the suicide countforthestateswith the highest count and those with the least. Fig -13: Comparison of suicide count between states 3. CONCLUSIONS DRAWN Analytic study on the dataset used for surveying suicides help understand the demographics associated with suicide. The study revealed that males are more likely to attempt suicide that women. Male suicides are 1.779% higher than female. Age group of 15-29 has the highest suicide rate. Age groups 0-14, 15-29, 30-44, 45-59 and 60+ have suicides rates of 2.27%, 35.38%, 33.94%, 20.41% and 8% respectively. The research revealed that population having middle school education have the highest suicide rate. Analysis of the social status of the suicide victims indicated that married people are the most likely to commit suicide. The suicide rate of married people is 70.81%, of unmarried is 21.85%, that of widower is 4.27% and that of separated is 2.64%. Maharashtra state has the highest count of suicide; whereas Lakshadweep has the least. Suicide by hanging was seen as the most frequent means of suicide. The reason for suicidefound mostcommonisfamily problems. The research casts light upon the aforementioned demographics, which aided the better understanding of suicide. This greater insight may prove fruitful when
6.
International Research Journal
of Engineering and Technology (IRJET) e-ISSN: 2395-0056 Volume: 06 Issue: 10 | Oct 2019 www.irjet.net p-ISSN: 2395-0072 © 2019, IRJET | Impact Factor value: 7.34 | ISO 9001:2008 Certified Journal | Page 1328 mitigating this problem. The results of the study may prove helpful while designing campaigns to eradicate suicide. REFERENCES [1] Suicide. Retrieved from https://www.who.int/mental_health/prevention/suic ide/suicideprevent/en/ [2] Shri Vivek Gogia. Accidental Death & Suicides in India. Retrieved from https://data.gov.in/dataset-group- name/accidental-deaths-and-suicides [3] Lakshmi Vijayakumar, Jane Pirkis, Tran Thanh Huong, Paul Yip, Rohini De A. Seneviratne and Herbert Hendin, “Socio-economic, Cultural and Religious Factors Affecting Suicide Prevention in Asia,” WHO, 2008, pp. 19-30, ISBN: 978 92 41596893. [4] McGirr A, Séguin M, Renaud J, Benkelfat C, Alda M, Turecki G, “Gender and risk factors for suicide: evidence for heterogeneity in predisposing mechanisms in a psychological autopsy study,” The Journal of Clinical Psychiatry, vol 67, Oct. 2006, doi: 10.4088/jcp.v67n1018 [5] Milić CT, “Age as a suicide risk factor,” Vojnosanit Pregl., Apr. 2000. [6] Mahmoud Keyvanara, Seyed Ghafour Mousavi, and Zahra Karami, “Social Class Status and Suicide Characteristics: A Survey among Patients Who Attempted Suicide in Isfahan,” Mater Sociomed, 2013, doi: 10.5455/msm.2013.25.56-59 [7] S. E. Roberts, B. Jaremin, and K. Lloyd, “High-risk occupations for suicide,” Psychol Med, Jun. 2013, doi: 10.1017/S0033291712002024 [8] Erkki T, Markus M, Henriksson HM. Suicide in major depression. American Journal of Psychiatry. 1994;151:530–536
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