Cornish Rosaleen P, Teyhan Alison, Tilling Kate, Macleod John, Brennan Iain
Population Health Sciences, Bristol Medical School, University of Bristol.
MRC Integrative Epidemiology Unit at the University of Bristol.
Int J Popul Data Sci. 2025 Feb 4;10(1):2391. doi: 10.23889/ijpds.v10i1.2391. eCollection 2025.
Determining risk factors and consequences of serious violence requires accurate measures of violence. Self-reported and police-recorded offending are subject to different sources of bias.
To compare risk of self-reported and police-recorded serious violence perpetration in late adolescence and early adulthood using linked UK birth cohort and police data, to examine the association between cohort participation and police-recorded violence, and to use police-records to impute missing self-reported data on violence.
We included individuals in the Avon Longitudinal Study of Parents and Children (ALSPAC) who had been informed about the study's use of their linked data and had not opted out of linkage to police records (n = 12,662). We used descriptive statistics and logistic regression to address our objectives. Multiple imputation using chained equations was used to impute self-reported violence data to examine the likely impact of missing data on estimates of prevalence.
Self-reported violence perpetration in the past year ranged from 5.3% (at 25 years) to 12.9% (at 20 years) among males and 3.2% (at 17, 22, 24 and 25 years) to 6.4% (at 18 years) among females. Police-recorded serious violence was lower at all ages, peaking at 17-18 years (1.7% among males, 0.5% among females). Study participation was lower among people who had or went on to have a police record for serious violence; as a result, the prevalence of self-reported violence in the imputed data was higher (compared to observed data) at all ages.
Overall, our study demonstrates the difficulties in measuring violence. While we have shown that a key advantage of linkage to police records is it enables outcomes to be measured irrespective of study participation, police data undercounts serious violence. Further, observational studies may also underestimate violence perpetration as individuals with police-recorded serious violence are less likely to participate in research. Therefore, while record linkage allows the advantages of both official police records and self-reported measures to be exploited, it does not negate their limitations.
确定严重暴力行为的风险因素和后果需要对暴力行为进行准确测量。自我报告的犯罪行为和警方记录的犯罪行为存在不同的偏差来源。
利用英国出生队列与警方数据的关联,比较青少年晚期和成年早期自我报告的严重暴力犯罪行为与警方记录的严重暴力犯罪行为的风险,研究队列参与与警方记录的暴力行为之间的关联,并利用警方记录来推算自我报告的暴力行为缺失数据。
我们纳入了阿冯父母与儿童纵向研究(ALSPAC)中那些知晓研究使用其关联数据且未选择退出与警方记录关联的个体(n = 12,662)。我们使用描述性统计和逻辑回归来实现我们的目标。使用链式方程进行多重插补来推算自我报告的暴力行为数据,以检验缺失数据对患病率估计的可能影响。
在过去一年中,男性自我报告的暴力犯罪行为发生率在5.3%(25岁时)至12.9%(20岁时)之间,女性在3.2%(17、22、24和25岁时)至6.4%(18岁时)之间。各年龄段警方记录的严重暴力犯罪行为发生率均较低,在17 - 18岁时达到峰值(男性为1.7%,女性为0.5%)。有严重暴力犯罪警方记录或后来有严重暴力犯罪警方记录的人群中研究参与率较低;因此,在插补数据中,各年龄段自我报告的暴力行为患病率均高于(与观察数据相比)观察到的数据。
总体而言,我们的研究表明了测量暴力行为存在困难。虽然我们已经表明与警方记录关联的一个关键优势在于它能够在不考虑研究参与情况的前提下测量结果,但警方数据对严重暴力犯罪行为的统计存在遗漏。此外,观察性研究也可能低估暴力犯罪行为,因为有严重暴力犯罪警方记录的个体参与研究的可能性较小。因此,虽然记录关联能够利用官方警方记录和自我报告测量方法的优势,但它并不能消除它们的局限性。