Department of Psychology, New York University.
Department of Psychology, Seton Hall University.
J Exp Psychol Gen. 2023 Nov;152(11):3243-3265. doi: 10.1037/xge0001453. Epub 2023 Aug 3.
Researchers routinely infer learning and other unobservable psychological functions based on observable behavior. But what behavioral changes constitute evidence of learning? The standard approach is to infer learning based on a single behavior across individuals, including assumptions about the direction and magnitude of change (e.g., everyone should avoid falling repeatedly on a treacherous obstacle). Here we illustrate the benefits of an alternative "multiexpression, relativist, agnostic, individualized" approach. We assessed infant learning from falling based on multiple behaviors relative to each individual's baseline, agnostic about the direction and magnitude of behavioral change. We tested infants longitudinally (10.5-15 months of age) over the transition from crawling to walking. At each session, infants were repeatedly encouraged to crawl or walk over a fall-inducing foam pit interspersed with no-fall baseline trials on a rigid platform. Our approach revealed two learning profiles. Like adults in previous work, "pit-avoid" infants consistently avoided falling. In contrast, "pit-go" infants fell repeatedly across trials and sessions. However, individualized comparisons to baseline across multiple locomotor, exploratory, and social-emotional behaviors showed that pit-go infants also learned at every session. But they treated falling as an unimpactful "pratfall" rather than an aversive "pitfall." Pit-avoid infants displayed enhanced learning across sessions and partial transfer of learning from crawling to walking, whereas pit-go infants displayed neither. Thus, reliance on a predetermined, "one-size-fits-all" behavioral expression of a psychological function can obscure different behavioral profiles and lead to erroneous inferences. (PsycInfo Database Record (c) 2023 APA, all rights reserved).
研究人员通常根据可观察到的行为来推断学习和其他不可观察的心理功能。但是,哪些行为变化可以作为学习的证据呢?标准方法是根据个体的单一行为推断学习,包括对变化的方向和幅度的假设(例如,每个人都应该避免在危险的障碍物上反复摔倒)。在这里,我们展示了一种替代的“多表达、相对主义、不可知论、个体化”方法的好处。我们根据相对于每个个体基线的多个行为来评估婴儿从跌倒中学习的情况,对行为变化的方向和幅度持不可知态度。我们对婴儿进行了纵向测试(10.5-15 个月大),跨越从爬行到行走的过渡阶段。在每次会议上,婴儿都被反复鼓励在一个引起跌倒的泡沫坑中爬行或行走,同时在坚硬的平台上进行没有跌倒的基线试验。我们的方法揭示了两种学习模式。像之前的成人研究一样,“坑避”婴儿始终避免跌倒。相比之下,“坑入”婴儿在多次试验和会议中反复跌倒。然而,通过与多个运动、探索和社会情感行为的基线进行个体化比较,显示“坑入”婴儿在每次会议上也在学习。但他们将跌倒视为无影响的“失误”,而不是令人厌恶的“陷阱”。“坑避”婴儿在整个会议中表现出增强的学习能力,并从爬行到行走的学习能力得到部分转移,而“坑入”婴儿则没有表现出这些能力。因此,依赖于心理功能的预定的、“一刀切”的行为表达可能会掩盖不同的行为模式,并导致错误的推断。