Center for the Developing Brain, Child Mind Institute, New York, NY, USA.
Department of Psychology and Neuroscience, University of Colorado Boulder, Boulder, CO, USA.
J Child Psychol Psychiatry. 2024 Feb;65(2):148-164. doi: 10.1111/jcpp.13870. Epub 2023 Jul 31.
The tendency to prefer smaller, immediate rewards over larger, delayed rewards is known as delay discounting (DD). Developmental deviations in DD may be key in characterizing psychiatric and neurodevelopmental disorders. Recent work empirically supported DD as a transdiagnostic process in various psychiatric disorders. Yet, there is a lack of research relating developmental changes in DD from mid-childhood to adolescence to psychiatric and neurodevelopmental disorders. Additionally, examining the interplay between socioeconomic status/total household income (THI) and psychiatric symptoms is vital for a more comprehensive understanding of pediatric pathology and its complex relationship with DD.
The current study addresses this gap in a robust psychiatric sample of 1843 children and adolescents aged 5-18 (M = 10.6, SD = 3.17; 1,219 males, 624 females). General additive models (GAMs) characterized the shape of age-related changes in monetary and food reward discounting for nine psychiatric disorders compared with neurotypical youth (NT; n = 123). Over 40% of our sample possessed a minimum of at least three psychiatric or neurodevelopmental disorders. We used bootstrap-enhanced Louvain community detection to map DD-related comorbidity patterns. We derived five subtypes based on diagnostic categories present in our sample. DD patterns were then compared across each of the subtypes. Further, we evaluated the effect of cognitive ability, emotional and behavioral problems, and THI in relation to DD across development.
Higher discounting was found in six of the nine disorders we examined relative to NT. DD was consistently elevated across development for most disorders, except for depressive disorders, with age-specific DD differences compared with NTs. Community detection analyses revealed that one comorbidity subtype consisting primarily of Attention-Deficit/Hyperactivity Disorder (ADHD) Combined Presentation and anxiety disorders displayed the highest overall emotional/behavioral problems and greater DD for the food reward. An additional subtype composed mainly of ADHD, predominantly Inattentive Presentation, learning, and developmental disorders, showed the greatest DD for food and monetary rewards compared with the other subtypes. This subtype had deficits in reasoning ability, evidenced by low cognitive and academic achievement performance. For this ADHD-I and developmental disorders subtype, THI was related to DD across the age span such that participants with high THI showed no differences in DD compared with NTs. In contrast, participants with low THI showed significantly worse DD trajectories than all others. Our results also support prior work showing that DD follows nonlinear developmental patterns.
We demonstrate preliminary evidence for DD as a transdiagnostic marker of psychiatric and neurodevelopmental disorders in children and adolescents. Comorbidity subtypes illuminate DD heterogeneity, facilitating the identification of high-risk individuals. Importantly, our findings revealed a marked link between DD and intellectual reasoning, with children from lower-income households exhibiting lower reasoning skills and heightened DD. These observations underscore the potential consequences of compromised self-regulation in economically disadvantaged individuals with these disorders, emphasizing the need for tailored interventions and further research to support improved outcomes.
倾向于选择较小、即时的奖励而不是较大、延迟的奖励被称为延迟折扣(DD)。DD 方面的发育偏差可能是描述精神和神经发育障碍的关键。最近的研究从实证上支持 DD 是各种精神障碍的一种跨诊断过程。然而,从儿童中期到青春期,DD 方面的发育变化与精神和神经发育障碍之间的关系研究还很缺乏。此外,研究社会经济地位/家庭总收入(THI)与精神症状之间的相互作用对于更全面地理解儿科病理学及其与 DD 之间的复杂关系至关重要。
本研究在一个由 1843 名 5-18 岁(M = 10.6,SD = 3.17;1219 名男性,624 名女性)儿童和青少年组成的强大精神科样本中解决了这一空白。一般加性模型(GAMs)描述了与神经典型青少年(NT;n = 123)相比,九种精神障碍的货币和食物奖励折扣随年龄变化的形状。我们的样本中超过 40%的人至少患有三种或三种以上的精神或神经发育障碍。我们使用引导增强的 Louvain 社区检测来绘制 DD 相关的共病模式。我们根据样本中存在的诊断类别得出了五个亚型。然后,我们比较了每个亚型的 DD 模式。此外,我们评估了认知能力、情绪和行为问题以及 THI 对整个发育过程中 DD 的影响。
与 NT 相比,我们研究的九种疾病中有六种发现了更高的折扣。除了抑郁障碍外,DD 在大多数疾病中都随着年龄的增长而持续升高,与 NT 相比,DD 存在年龄特异性差异。社区检测分析表明,主要由注意力缺陷多动障碍(ADHD)混合表现和焦虑障碍组成的一个共病亚型表现出最高的整体情绪/行为问题和更高的食物奖励 DD。主要由 ADHD、主要注意力不集中表现、学习和发育障碍组成的另一个亚型,与其他亚型相比,在食物和货币奖励方面表现出更高的 DD。这个亚型的推理能力存在缺陷,表现在认知和学业成绩表现较低。对于这个 ADHD-I 和发育障碍亚型,THI 在整个年龄范围内与 DD 相关,因此高 THI 的参与者与 NT 相比,DD 没有差异。相比之下,THI 较低的参与者表现出比其他所有人都更差的 DD 轨迹。我们的结果也支持了先前的工作,表明 DD 是儿童和青少年精神和神经发育障碍的一种跨诊断标志物。共病亚型阐明了 DD 的异质性,有助于识别高风险个体。重要的是,我们的研究结果发现 DD 与智力推理之间存在显著联系,来自低收入家庭的儿童表现出较低的推理能力和较高的 DD。这些观察结果突显出在这些疾病中,经济劣势个体的自我调节受损可能带来的潜在后果,强调了需要进行针对性的干预和进一步研究,以支持改善结果。