{"title":"儿童虐待与焦虑的Logistic回归研究","authors":"Sultana Mubarika Rahman Chowdhury, Florence George, Sneh Gulati","doi":"10.18502/jbe.v8i3.12307","DOIUrl":null,"url":null,"abstract":"Introduction: Disorders can often lead to physical illness and suffering along with associated functional disability which hampers the overall well-being of a person. Consequently, it can lead to loss of productivity at the workplace, absenteeism, and social isolation which eventually affects the individual and the society. Researchers have found a crucial association between childhood traumatic experiences with developing anxiety or panic disorder. \nMethods: The purpose of this study is to do a logistic regression on Add health survey data to examine whether a history of childhood abuse tends to lead to a diagnosis of anxiety or panic disorder in later life. Additionally, medical conditions such as ADHD, PTSD or socio-economic conditions, and addiction were also investigated for their possible contribution to developing anxiety or panic disorder. \nResults: 49.4 % of respondents reported having faced either physical, emotional, or sexual abuse before the age of 18. Among the total respondents, 12.5 % reported having been diagnosed with anxiety disorder and among these individuals, 25.9 % reported having experienced physical abuse, 64.6 % faced emotional abuse, and 10.3 % said they faced sexual abuse earlier in their life. Results from logistic regression indicated gender (OR=2.069; 95% CI 1.627-2.7), race (OR=0.513; 95% CI 1.442-2.634), PTSD (OR=2.087; 95% CI 1.811-4.35), depression (OR 9.857; 95% CI 7.752-12.535) had a significant effect on developing anxiety. Additionally, an individual who experienced any kind of abuse in their childhood is 0.7 times (95% CI 0.527-0.841) more likely to develop the panic disorder later in their life. Results from the unadjusted logistic regression model indicated that individuals who reported a history of childhood abuse have 1.799 times (95% CI 1.473-2.197) higher odds of being diagnosed with anxiety disorder. Interestingly, women have higher odds (OR= 2.039; 95% CI 1.624-2.560) of having anxiety disorder than men if they were a victim of childhood abuse. Respondents who reported to have faced at least one type of abuse have approximately 1.886 (95% CI 1.512-2.354) times’ greater odds of having anxiety than those who didn’t. Consecutively, experiencing the two types of abuse increased the odds to 2.502 (95% CI 1.930-3.244) finally undergoing all three types of abuse increased the odds by more than double in comparison to those who faced a single kind. \nConclusion: Childhood emotional abuse was found to be a more significant contributor to anxiety or panic disorder than other types of abuse. Any kind of childhood abuse experience seemed to have a greater effect on the female portion of the respondents in comparison to the males. Hence, to treat anxiety and panic disorders, childhood maltreatment and other mental illnesses like PTSD and depression should be considered by healthcare professionals to ensure optimal care. Furthermore, interventions targeting those issues need to be developed.","PeriodicalId":34310,"journal":{"name":"Journal of Biostatistics and Epidemiology","volume":" ","pages":""},"PeriodicalIF":0.0000,"publicationDate":"2023-03-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Study of Childhood Abuse and Anxiety: An Application of Logistic Regression\",\"authors\":\"Sultana Mubarika Rahman Chowdhury, Florence George, Sneh Gulati\",\"doi\":\"10.18502/jbe.v8i3.12307\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"Introduction: Disorders can often lead to physical illness and suffering along with associated functional disability which hampers the overall well-being of a person. Consequently, it can lead to loss of productivity at the workplace, absenteeism, and social isolation which eventually affects the individual and the society. Researchers have found a crucial association between childhood traumatic experiences with developing anxiety or panic disorder. \\nMethods: The purpose of this study is to do a logistic regression on Add health survey data to examine whether a history of childhood abuse tends to lead to a diagnosis of anxiety or panic disorder in later life. Additionally, medical conditions such as ADHD, PTSD or socio-economic conditions, and addiction were also investigated for their possible contribution to developing anxiety or panic disorder. \\nResults: 49.4 % of respondents reported having faced either physical, emotional, or sexual abuse before the age of 18. Among the total respondents, 12.5 % reported having been diagnosed with anxiety disorder and among these individuals, 25.9 % reported having experienced physical abuse, 64.6 % faced emotional abuse, and 10.3 % said they faced sexual abuse earlier in their life. Results from logistic regression indicated gender (OR=2.069; 95% CI 1.627-2.7), race (OR=0.513; 95% CI 1.442-2.634), PTSD (OR=2.087; 95% CI 1.811-4.35), depression (OR 9.857; 95% CI 7.752-12.535) had a significant effect on developing anxiety. Additionally, an individual who experienced any kind of abuse in their childhood is 0.7 times (95% CI 0.527-0.841) more likely to develop the panic disorder later in their life. Results from the unadjusted logistic regression model indicated that individuals who reported a history of childhood abuse have 1.799 times (95% CI 1.473-2.197) higher odds of being diagnosed with anxiety disorder. Interestingly, women have higher odds (OR= 2.039; 95% CI 1.624-2.560) of having anxiety disorder than men if they were a victim of childhood abuse. Respondents who reported to have faced at least one type of abuse have approximately 1.886 (95% CI 1.512-2.354) times’ greater odds of having anxiety than those who didn’t. Consecutively, experiencing the two types of abuse increased the odds to 2.502 (95% CI 1.930-3.244) finally undergoing all three types of abuse increased the odds by more than double in comparison to those who faced a single kind. \\nConclusion: Childhood emotional abuse was found to be a more significant contributor to anxiety or panic disorder than other types of abuse. Any kind of childhood abuse experience seemed to have a greater effect on the female portion of the respondents in comparison to the males. Hence, to treat anxiety and panic disorders, childhood maltreatment and other mental illnesses like PTSD and depression should be considered by healthcare professionals to ensure optimal care. 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引用次数: 0
摘要
疾病通常会导致身体疾病和痛苦,并伴有相关的功能残疾,从而阻碍一个人的整体健康。因此,它可能导致工作场所生产力下降、缺勤和社会孤立,最终影响到个人和社会。研究人员发现,童年创伤经历与发展为焦虑或恐慌症之间存在重要联系。方法:本研究的目的是对Add健康调查数据进行逻辑回归,以检验童年虐待史是否倾向于导致晚年诊断为焦虑或惊恐障碍。此外,研究人员还调查了ADHD、创伤后应激障碍、社会经济状况和成瘾等疾病对焦虑或恐慌症的可能影响。结果:49.4%的受访者报告在18岁之前遭受过身体、情感或性虐待。在所有受访者中,12.5%的人报告被诊断患有焦虑症,在这些人中,25.9%的人报告遭受过身体虐待,64.6%的人遭受过精神虐待,10.3%的人说他们在生命早期遭受过性虐待。logistic回归结果显示性别差异(OR=2.069;95% CI 1.627-2.7),种族(OR=0.513;95% ci 1.442-2.634), PTSD (or =2.087;95% CI 1.811-4.35),抑郁(OR 9.857;95% CI 7.752-12.535)对发展焦虑有显著影响。此外,在童年经历过任何形式虐待的人在以后的生活中患恐慌症的可能性要高出0.7倍(95% CI 0.527-0.841)。未经调整的logistic回归模型结果显示,报告童年虐待史的个体被诊断为焦虑症的几率高出1.799倍(95% CI 1.473-2.197)。有趣的是,女性患病的几率更高(OR= 2.039;(95% CI 1.624-2.560)如果她们是童年虐待的受害者,她们患焦虑症的几率比男性高。据报道,至少遭受过一种虐待的受访者患焦虑症的几率大约是没有遭受虐待者的1.886倍(95% CI 1.512-2.354)。连续地,经历两种类型的虐待的几率增加到2.502 (95% CI 1.930-3.244),最后经历所有三种类型的虐待的几率比面对单一类型的人增加了一倍多。结论:儿童时期的情绪虐待比其他类型的虐待对焦虑或惊恐障碍的影响更大。与男性相比,任何形式的童年虐待经历似乎对受访者中女性的影响更大。因此,医疗保健专业人员应该考虑治疗焦虑和恐慌症、儿童虐待和其他精神疾病,如创伤后应激障碍和抑郁症,以确保最佳护理。此外,需要制定针对这些问题的干预措施。
Study of Childhood Abuse and Anxiety: An Application of Logistic Regression
Introduction: Disorders can often lead to physical illness and suffering along with associated functional disability which hampers the overall well-being of a person. Consequently, it can lead to loss of productivity at the workplace, absenteeism, and social isolation which eventually affects the individual and the society. Researchers have found a crucial association between childhood traumatic experiences with developing anxiety or panic disorder.
Methods: The purpose of this study is to do a logistic regression on Add health survey data to examine whether a history of childhood abuse tends to lead to a diagnosis of anxiety or panic disorder in later life. Additionally, medical conditions such as ADHD, PTSD or socio-economic conditions, and addiction were also investigated for their possible contribution to developing anxiety or panic disorder.
Results: 49.4 % of respondents reported having faced either physical, emotional, or sexual abuse before the age of 18. Among the total respondents, 12.5 % reported having been diagnosed with anxiety disorder and among these individuals, 25.9 % reported having experienced physical abuse, 64.6 % faced emotional abuse, and 10.3 % said they faced sexual abuse earlier in their life. Results from logistic regression indicated gender (OR=2.069; 95% CI 1.627-2.7), race (OR=0.513; 95% CI 1.442-2.634), PTSD (OR=2.087; 95% CI 1.811-4.35), depression (OR 9.857; 95% CI 7.752-12.535) had a significant effect on developing anxiety. Additionally, an individual who experienced any kind of abuse in their childhood is 0.7 times (95% CI 0.527-0.841) more likely to develop the panic disorder later in their life. Results from the unadjusted logistic regression model indicated that individuals who reported a history of childhood abuse have 1.799 times (95% CI 1.473-2.197) higher odds of being diagnosed with anxiety disorder. Interestingly, women have higher odds (OR= 2.039; 95% CI 1.624-2.560) of having anxiety disorder than men if they were a victim of childhood abuse. Respondents who reported to have faced at least one type of abuse have approximately 1.886 (95% CI 1.512-2.354) times’ greater odds of having anxiety than those who didn’t. Consecutively, experiencing the two types of abuse increased the odds to 2.502 (95% CI 1.930-3.244) finally undergoing all three types of abuse increased the odds by more than double in comparison to those who faced a single kind.
Conclusion: Childhood emotional abuse was found to be a more significant contributor to anxiety or panic disorder than other types of abuse. Any kind of childhood abuse experience seemed to have a greater effect on the female portion of the respondents in comparison to the males. Hence, to treat anxiety and panic disorders, childhood maltreatment and other mental illnesses like PTSD and depression should be considered by healthcare professionals to ensure optimal care. Furthermore, interventions targeting those issues need to be developed.