PRINCIPAL COMPONENTS OF STATISTICAL ANALYSIS ON RELATIONSHIP BETWEEN VIOLENCE AND ADDICTION APPLIED TO HEALTHCARE

被引:0
|
作者
Mazmanoglu, Adnan [1 ]
Kalinli, Emine Merve [2 ]
Ozen, Nur Selin [1 ]
Aksu, Muzeyyen Comert [3 ]
Atilman, Seda Mazmanoglu [4 ]
Inan, Ibrahim [3 ]
机构
[1] Toros Univ, Engn Fac, Ind Engn Dept, Mersin, Turkiye
[2] Toros Univ, Fac Econ Adm & Social Sci, Psychol Dept, Mersin, Turkiye
[3] Toros Univ, Fac Hlth, Biol Lab, Mersin, Turkiye
[4] Univ Sci Univ, Dept Pathol, Haydarpasa Numune Educ & Res Hosp Hlth Sci, Istanbul, Turkiye
关键词
applying violence; aggression; psychiatric story; addiction story; factor analysis; statistics with prime components; EFFICIENT FACTORS; WORKPLACE VIOLENCE; WORKERS;
D O I
10.17654/0972361723067
中图分类号
O21 [概率论与数理统计]; C8 [统计学];
学科分类号
020208 ; 070103 ; 0714 ;
摘要
The randomness of the fluctuations of social events makes it difficult to come to a decision about the future. It is because in every event, there is an order that cannot be observed at first glance and one or more factors that cause this event. Violence, especially against physicians in health institutions, includes verbal, behavioral or physical attacks that pose a risk to the health worker, from the patient, patient relatives or other individuals. When the international literature is reviewed, the data on the relationship between violence against healthcare workers, psychiatric disorders and addiction are very limited. In order to find the most effective factors of the relationship between these two conditions, a questionnaire was prepared about the relationship between psychiatric disorders and addiction, consisting of 14 questions and 36 variables, and the data sent to the healthcare professionals were analyzed in the SPSS package program. In the survey participated by 259 health workers, it was concluded that a number of 115 participants were health workers who were exposed to violence. As a result of the question asked about the psychiatric history of the attacker, the rate of the attackers in mass is obtained according to the answers received from 97 individuals for those with "behavioral disorder", "impulse control disorder", "anxiety disorder", "affective disorder" and those who did not write the type of attacker's psychiatric history. An 84.5% percentage was identified. When the types of addiction history of the attacker were examined, the results obtained were 8.7% with drug addiction, 4.3% with alcohol addiction, 7% with tabacism, and 1.7% with gambling addiction. People with substance abuse showed aggression at a rate of approximately 22%. Kaiser-Meyer-Olkin measure of sampling adequacy value was found to be 0.539 as a result of the factors on which clusters between addiction and violence were collected in factor analysis tests. This value is suitable for the condition that the sampling criterion is more than 50%. Age, professional year, institution (public-private) and gender are the most loaded correlations, with an average correlation ratio of 78%. Year, institution (public-private) and gender are the most loaded correlations, with an average correlation ratio of 78%. This explains 64.915% of the variability in variation of the first four variables. As the primary factor, an approximate correlation of around 70% was determined, on average, indicating that the type of violence, addiction histories, and psychiatric histories are the most influential factors to be taken into consideration. In addition, the second factor that should be emphasized is estimated as the factor in which "psychiatric stories" and "addiction stories" are ranked. These findings were derived through the application of the Principal Components Method of Factor Analysis, which serves as our statistical estimation approach using SPSS. This method selects the factor with the highest variance value in the sample. This factor accounts for the largest portion of the total variance. The method selects the second factor with the lowest correlation in the first factor. This factor has the second highest variance value in the sample. Sorting continues in this way until the last factor is selected. Another important result of our research is the violence perpetrated by substance addicts. It has been determined that within the group exhibiting the most prevalent addiction history, the percentages are as follows: a general addiction history of 8. 7%, alcohol addiction history at 4.3%, tabacism at 7%, and gambling addiction history at 1.7%, resulting in a cumulative total of 21.7%. Now, we try to explain in detail how all the stages of this summary are done, with the following steps.
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页码:131 / 160
页数:30
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