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Reinforcement learning in child molesters

机译:儿童骚扰者的加强学习

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Background Child molesters form a heterogeneous group, but one generally shared characteristic is maladaptive, rigid behaviour. Impairments in reinforcement learning may explain these maladaptive tendencies, but this has not been systematically investigated. Further, it is not known if such impairments vary with subtype of child molesters. Aims To investigate the presence of impairments in reinforcement learning among child molesters and to test for differences in patterns of impairment with subtype. Methods A group of 59 child molesters was recruited from several prisons in a two-stage screening process, the first using records and the second interview; a comparison group of 33 offenders who had never committed a sex offence and who denied paedophile ideation was similarly recruited; 36 nonoffender comparison men were recruited by social media and word of mouth. Each was asked to perform a probabilistic reversal learning task, in which stimulus-outcome contingencies had to be learned. Results Child molesters, as a group, made significantly more errors on the probabilistic reversal learning task than the nonoffenders; the comparison offenders and the nonoffenders gained similar scores, although findings may have been confounded by older age in the child molester group. Nonpaedophilic child molesters had significantly worse scores than paedophilic child molesters. Conclusions Child molesters, especially those not diagnosed with paedophilia, have deficits during both the acquisition and reversal of contingencies, suggesting reinforcement learning deficits that may undermine their capacity to benefit maximally from therapy without preliminary work to repair those deficits, possibly in conjunction with extending the offender programmes. Testing before programme entry would enable accurate targeting of scarce resources in this respect.
机译:背景儿童骚扰者形成异质组,但一个普遍共同的特征是不适的,刚性的行为。钢筋学习的损伤可能解释这些不良趋势,但这尚未系统地调查。此外,如果这种损伤因儿童骚扰者的亚型而异,则不知道。旨在调查儿童骚扰者中加固学习的损害的存在,并试验亚型损伤模式的差异。方法采用两阶段筛查过程中的几个监狱招募了一组59名儿童骚扰者,首先使用记录和第二次采访; 33名违规者的比较小组从未犯过性犯,否认欺骗恋童癖思想的罪犯是类似的; 36个非特权人的比较男性被社交媒体和口口招聘。每个被要求履行概率的逆转学习任务,其中必须学习刺激结果的违规性。结果儿童骚扰者作为一个群体,比非官方人概率更加错误。比较罪犯和非特权人获得了类似的评分,尽管在儿童统治群体中的年龄可能被缩小的成因可能被混淆。非活泼的儿童骚扰者比服从儿童骚扰者显着更差。结论儿童骚扰者,特别是那些未被诊断患有恋童癖的人,在突发事件的收购和逆转期间具有赤字,建议加强学习赤字可能破坏其在没有初步工作的情况下最大限度地从治疗中受益,以修复这些赤字,可能与延长的削减相结合罪犯计划。程序进入之前的测试将在这方面可以准确地定位稀缺资源。

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