The current research was an investigation of the effects of prior, domain-relevant knowledge on self-derivation of new, integrated knowledge. Adults were presented with novel “stem” facts and tested for self-derivation of new knowledge through integration of the facts in memory. To examine the effects of prior knowledge on memory integration, we tested participants under three within-subject conditions, in which in advance of stem encoding, they were provided with either: (1) no domain relevant information (No Knowledge control), (2) generally relevant information about the domain (General), or (3) generally relevant information about the domain along with a stem fact that was directly necessary for self-derivation (General+Stem). Prior exposure to both General and General+Stem knowledge facilitated memory for the novel, explicitly-taught stem facts. Moreover, for both prior knowledge conditions, the amount of domain-relevant knowledge retained in memory was associated with trial-by-trial self-derivation success. Importantly, the type of prior knowledge modulated memory integration in different ways. Whereas General+Stem knowledge enhanced selective retrieval and integration of the stem facts, General knowledge supported learning of the individual stem facts, but not their integration with one another. Together, the findings indicate how malleable, domain-specific experience shapes encoding, integration, and flexible extension of new, related information.
Self-motivated and directed learning is integral to knowledge base expansion for learners of all ages. Both motivational and cognitive processes drive self-motivated and directed lifelong learning, yet how these different processes operate together from childhood through adulthood is largely unknown. In this review, we discuss the role of personal motivators, such as beliefs in self-efficacy and personality traits in self-motivated and directed learning across the lifespan. We then consider the role of cognitive processes that contribute to knowledge base expansion in learners of all ages, specifically executive functions. We focus on working memory, inhibitory control, and task switching as potential determinants of lifelong learning. Finally, we integrate the two literatures, to discuss ways in which personal motivators may influence deployment of executive functions under self-motivated and directed conditions as a learner advances along a developmental trajectory. We also suggest ways to move the study of self-motivated and directed learning beyond observation and self-report measures thus affording experimental control. We aim to provide a more comprehensive understanding and novel insight to the mechanisms and processes of self-motivated and directed learning across the lifespan.
A primary objective of development is to build a knowledge base. To accumulate knowledge over time and experiences, learners must engage in productive processes, going beyond what is explicitly given to generate new knowledge. Although these processes are important to accumulating knowledge, they are also easily disrupted. Individuals often depend on surface-level similarities, such as visual features, to recognize the relation between learning episodes. When the surface-level similarity is low, performance on tasks that depend on productive processes, such as self-derivation through integration of new knowledge, suffers. The major purpose of the current research was to examine whether presentation of related information in different languages poses a challenge to memory integration and self-derivation due to low levels of surface similarity between episodes of learning through different languages. In Study 1, 62 children (Grade 2; mean age = 8 years 1 month) listened to story passages containing novel facts that could be integrated to self-derive new knowledge. Related passages were presented either through the same language or through two different languages (cross-language condition; Spanish and English). There were no significant differences between presentation conditions. In Study 2, 100 children (Grades 3 and 4; mean age = 9.7 years) heard novel facts in single sentences, again presented in either a same-language or cross-language condition. Whereas third-grade cross-language performance suffered compared with same-language English controls, fourth-grade performance did not. Results suggest that in addition to language proficiency, rich contextual support and experience in a bilingual environment facilitate cross-language integration.
Emotion typically enhances memory. This “canonical” emotional memory enhancement (EME) effect has been extensively studied in adults, but its developmental trajectory is unclear. The handful of developmental studies that have manipulated emotion at encoding and then tested subsequent memory have yielded mixed results. To identify whether development change in EME occurs across middle childhood, adolescence, and early adulthood, we examined EME in 206 8- to 30-year-olds, using the same stimuli, paradigm, and analyses for all participants. At encoding, participants saw negative, neutral, and positive pictures while completing an incidental task. Two weeks later, participants completed a recognition memory test. We calculated negative–neutral and positive–neutral memory difference scores for each participant and then tested whether EME was predicted by age or gender. Negative pictures were remembered better than neutral pictures; the magnitude of this difference diminished in older male participants but not in older female ones. Positive pictures were also remembered better than neutral pictures, but this EME effect was small and did not change significantly with age or by gender. We also examined whether subjective ratings of stimulus emotion changed with age or between genders, and we report small differences. These results suggest that emotion effects on recognition memory are apparent by middle childhood and remain consistent across adolescence and early adulthood for girls and women, whereas emotion elicitation and EME effects diminish slightly with age for boys and men. These findings enrich both the EME literature specifically and what is known about emotion–cognition interactions across middle childhood, adolescence, and early adulthood more generally.
The current research was an investigation of the cognitive correlates of individual differences in participants' capacity to derive new factual knowledge through integration of information acquired across separate yet related learning episodes. In a sample of 117 adults (Experiment 1) and 57 children aged 8 to 10 years (Experiment 2), we investigated the respective roles of verbal comprehension, working memory span, and relational reasoning in self-derivation of new knowledge through memory integration. The findings revealed patterns of consistency and inconsistency in the cognitive profiles underlying this form of learning in adults and children. In both adults and children, verbal knowledge and skills accounted for variability in self-derivation. Variance in adults, but not in children, was further explained by working memory. Given that individual differences in self-derivation have implications for real-world academic outcome, we also investigated the association between self-derivation and academic performance. We found that performance on the experimentally based self-derivation paradigm was related to concurrent and longitudinal academi success in both samples. The present research thus builds on the growing body of behavioral and neuroscientific research to advance our understanding of the cognitive factors associated with behaviors that depend on memory integration in both childhood and adulthood and also provides suggestive evidence of critical ways in which the process may differ in children and adults. Together, the findings provide a theoretically plausible and practically significant framework from which to guide future research aimed at enhancing this educationally relevant learning phenomenon.
Research demonstrates the importance of nutrition for early brain development. Few studies have examined the effectiveness of multiple micronutrient powders (MNP) on child development. This study examined the impacts of home fortification with MNP on motor and mental development, executive function and memory of children living in Bihar. This two-arm cluster-randomised effectiveness trial selected seventy health sub-centres to receive either MNP and nutrition counselling (intervention) or nutrition counselling alone (control) for 12 months. Front-line health workers delivered the intervention to all households in study communities with a child aged 6-18 months. Data were collected using cross-sectional surveys at baseline and endline by selecting households from intervention (baseline, n 2184; endline, n 2170) and control (baseline, n 2176; endline, n 2122) communities using a two-stage cluster-randomised sampling strategy. Children in the intervention group had a significantly larger improvement from baseline to endline compared with those in the control group on scores for motor and mental development (Cohen's d, motor=0·12; 95 % CI 0·03, 0·22; mental=0·15; 95 % CI 0·06, 0·25). Greater impacts of MNP on motor and mental development were observed in children from households with higher stimulation scores at baseline compared with those with lower stimulation (Cohen's d, motor=0·20 v. 0·09; mental=0·22 v. 0·14; P interaction<0·05). No significant treatment differences were seen for executive function or memory. Home fortification with MNP through the existing health infrastructure in Bihar was effective in improving motor and mental development and should be considered in combination with other child development interventions such as stimulation.
Semantic memory, defined as our store of knowledge about the world, provides representational support for all of our higher order cognitive functions. As such, it is crucial that the contents of semantic memory remain accessible over time. Although memory for knowledge learned through direct observation has been investigated previously, we know very little about the retention of knowledge derived through integration of information acquired across separate learning episodes. The current research investigated cross-episode integration in 4-year-old children. Participants were presented with novel facts via distinct story episodes and tested for knowledge extension through cross-episode integration as well as for retention of the information over a 1-week delay. In Experiment 1, children retained the self-derived knowledge over the delay, although performance was primarily evidenced in a forced-choice format. In Experiment 2, we sought to facilitate the accessibility and robustness of self-derived knowledge by providing a verbal reminder after the delay. The accessibility of self-derived knowledge increased irrespective of whether participants successfully demonstrated knowledge of the integration facts during the first visit. The results suggest that knowledge extended through integration remains accessible after delays even in a population where this learning process is less robust. The findings also demonstrate the facilitative effect of reminders on the accessibility and further extension of knowledge over extended time periods.
The present research investigated the retention of new factual knowledge derived through integration of information acquired across temporally distributed learning episodes. Young adults were exposed to novel facts as they read long lists of seemingly unrelated information, one sentence at a time. They then were presented open-ended questions, the answers to which could be self-derived through integration of pairs of facts from the list. Experiment 1 was the first test of self-derivation of new factual knowledge through integration in adults using open-ended testing (as opposed to forced-choice testing). Participants successfully self-derived integrated knowledge under these more challenging conditions. Experiment 2 was a test for long-term retention of newly self-derived information. Newly derived knowledge remained accessible after a 1-week delay. Striking individual differences were also observed, which were related to whether individuals spontaneously identified the relational structure of the learning task. Insight into the relation between explicit task knowledge and strategic processing was also revealed through examination of response speed at the time of test. Specifically, knowledge of the task structure was associated with response latencies on unsuccessful (but not successful) trials, such that participants who were aware of the opportunity to integrate spent longer when they were subsequently unsuccessful, presumably reflecting directed search strategies and heightened perseverance when those processes failed. Together, the present findings provide direct evidence for the role of memory integration in the long-term accumulation of a semantic knowledge base and have theoretical implications for our understanding of this fundamental form of learning.
Mathematical and spatial reasoning abilities during childhood predict later success in male-dominated science, technology, engineering, and math (STEM) disciplines, yet relatively little is known about the affective correlates of children's math and spatial performance or gender differences therein. In the present research, we assessed math and spatial anxiety in 394 elementary schoolchildren (ages 6 to 12 years) and investigated their relations to math achievement and spatial reasoning performance, respectively. In addition, we evaluated children's verbal anxiety and reading ability to determine the domain specificity of relations between anxiety and cognitive performance during childhood. At the zero-order level, math, spatial, and verbal anxiety were moderately correlated with one another and with children's performance in the corresponding cognitive domains. Importantly, however, all three forms of anxiety displayed some domain specificity in their relations to cognitive performance. Gender differences in math and spatial anxiety were also domain-specific, with girls reporting significantly greater math and spatial anxiety, but not verbal anxiety, across the age range tested. These results demonstrate that math and spatial anxiety represent unique constructs early in development, exhibiting specificity in their associations with gender and cognitive performance during the first years of formal schooling.
Explanations of variability in long-term recall typically appeal to encoding and/or retrieval processes. However, for well over a century, it has been apparent that for memory traces to be stored successfully, they must undergo a post-encoding process of stabilization and integration. Variability in post-encoding processes is thus a potential source of age-related and individual variance in long-term recall. We examined post-encoding variability in each of two experiments. In each experiment, 20-month-old infants were exposed to novel three-step sequences in each of three encoding conditions: watch only, imitate, and learn to criterion. They were tested for recall after 15min (as a measure of the success of encoding) and either weeks (1, 2, or 3: Experiment 1) or days (1, 2, or 4: Experiment 2) later. In each experiment, differential relative levels of performance among the conditions were observed at the two tests. The results implicate post-encoding processes are a source of variance in long-term recall.