"Mathematical Cognition: Effects of Educational Experience, Language, and Working Memory"

大多数人每天都面临着需要量化技能的决定：银行、烹饪和购物就是明显的例子，但数学也涉及到健康维护(减肥、锻炼)、赌博，以及理解人口控制和气候变化等世界问题。由于人们每天都会经历大量的量化数据，了解其中涉及的认知过程以及这些过程在不同个体之间的可变性，与个人参与社会有关，因此具有直接的实际好处。从理论上讲，数学是一个易于处理的领域，可以用来测试有关思想者如何管理多项精神任务的理论。我正在进行的研究项目解决了人们如何存储和获取他们的数学知识的问题。目前的建议集中在人们如何使用有限的智力资源来管理复杂的数学活动。考虑以下几点：你需要估算一个13x8.5米的房间的面积。你有几个选择。你可以使用学校教授的求解算法。你可以用计算器。你可以想象这些数字，然后在脑海中计算。或者，你可以通过在8.5到10之间取整，然后给出一个大致的答案来估算，“大约130平方米”。你选择哪种解决方法将取决于情况、你的数学能力以及答案所需的精确度。在我的研究中，我们将算术任务与其他已知需要特定智力资源的任务结合起来，以确定人们如何解决数学问题。例如，参与者可能被要求在解决上述问题时记住视觉或语言信息，然后我们测试他们的心理过程如何受到特定记忆需求的影响。我对数学中的个体差异特别感兴趣。在过去的25年里，我对数学认知的研究为成年人在数字任务中使用的心理过程的灵活性和多样性提供了洞察力。这些见解和这项提案中描述的进一步研究将使我们对人们如何解决数学问题的理解有所进步。

Most people are confronted with decisions that require quantitative skills on a daily basis: Banking, cooking, and shopping are obvious examples, but math is also involved in health maintenance (weight loss, exercise), gambling, and in understanding world issues such as population control and climate change. Because people experience a daily barrage of quantitative data, understanding the cognitive processes that are involved and the variability of such processes across individuals is relevant to individuals' participation in society and thus is of immediate practical benefit. Theoretically, mathematics is a tractable domain in which to test theories about how, for example, thinkers are able to manage multiple mental tasks. My ongoing research program addresses questions about how people store and access their mathematical knowledge. The present proposal is focused on how people use limited mental resources to manage complex mathematical activities. Consider the following: You need to estimate the square footage of a room that measures 13 x 8.5 m. You have several options. You could use the solution algorithm taught in school. You could use a calculator. You might visualize the numbers and mentally calculate. Or, you could estimate by rounding 8.5 to 10 and responding with an approximate answer, "about 130 square metres". Which solution approach you choose will depend on the situation, on your mathematical competencies, and on the precision required for the answer. In my research, we combine arithmetical tasks with other tasks known to require specific mental resources to determine how people solve mathematical problems. For example, participants might be asked to remember visual or verbal information while solving the above problem and then we test how their mental processes are affected by the specific memory demands. I am particularly interested in individual differences in mathematics. Over the last 25 years, my research on mathematical cognition has provided insights into the flexibility and diversity of mental processes that adults use on numerical tasks. These insights and the further research described in this proposal will allow advances in our understanding of how people solve mathematical problems.