Mini Review of Cognitive Load Studies

To date, related cognitive load studies and theories have been developed more than 70 years. As a result, listing and comparing relative theories will help form a better understanding. Cognition is “the mental action or process of acquiring knowledge and understanding through thought, experience, and the senses”, which has the corresponding psychological mechanism [1]. It involves many features of psychological processes such as attention, working memory, problem solving and decision making. Early psychologists took considerable time to formalize their theories regarding cognitive resources. In psychology, cognition is usually used within an information processing view of an individual’s psychological functions (Eysenck and Groome, 2015). In social cognition, the term is also used to explain attitudes, attribution, attention, and decision making. Attention is the first step of information processing in human brain, as a regulation mechanism of psychological activities, which has become a vital area of focus.


Mini Review
To date, related cognitive load studies and theories have been developed more than 70 years. As a result, listing and comparing relative theories will help form a better understanding. Cognition is "the mental action or process of acquiring knowledge and understanding through thought, experience, and the senses", which has the corresponding psychological mechanism [1]. It involves many features of psychological processes such as attention, working memory, problem solving and decision making. Early psychologists took considerable time to formalize their theories regarding cognitive resources. In psychology, cognition is usually used within an information processing view of an individual's psychological functions (Eysenck and Groome, 2015). In social cognition, the term is also used to explain attitudes, attribution, attention, and decision making. Attention is the first step of information processing in human brain, as a regulation mechanism of psychological activities, which has become a vital area of focus.

Limited Cognitive Resource Theory
There have been multiple theories regarding cognitive resources. One theory conceived by Kahneman explains that there is a single pool of attentional resources that can be freely divided among multiple tasks [2] and resources can be allocated to current tasks until the pool is exhausted [3]. This model seems too oversimplified, however, due to the different modalities (e.g., visual, auditory, verbal). Although viewing self-control as an energy resource has served as a convenient metaphor that explains a broad range of empirical findings, researchers suggested that self-control relied on glucose as a limited energy source. Studies have shown that the amount of information that individuals can process is severely limited (Marois and Ivanoff, 2005). That is, individuals can only selectively attend to a limited amount of information in the environment while other information is neglected [4].
When individuals perform a series of tasks, resource allocation could reflect a processing priority. That is, cognitive load in differing tasks is increased might lead to competing distribution of attentional resources. If they are engaged in a challenging task, their ability to handle distractor stimuli is relatively lower because fewer attentional resources available. In particular, studies have indicated that increasing attentional load affects processing . The rational-thinking economic theories has been taken greatly hit by the theory of limited cognitive resources as human are not always rational due to the limitations of cognitive resources. Individuals will make numerous bad decisions in the process of maximizing their own interests, and even bring losses.
The well-known work of Kahneman and Tversky [7] is also applicable; they summarized three types of heuristics as anchoring and adjustment (the common human tendency to rely more heavily on the first piece of information offered when making decisions), availability heuristic (a mental shortcut that occurs when people make judgments about the probability of events by the ease with which examples come to mind)and representativeness heuristic (a mental shortcut used when making judgments about the probability of an event under uncertainty). Bounded rationality and heuristic are issues across many disciplines and widely used to study and model strategic decision-making scenarios, ranging from cognitive science and psychology to economics and law [8][9][10][11][12]. In general, bounded rationality enables individuals to habitually make social decisions with heuristics which is the most useful decisionmaking model in the brain-scarcity mode and the basic survival and adapting needs are guaranteed in most of the time, but it is not good enough to make far-reaching decisions, so it is impossible to help transform from poverty to wealth.

Cognitive Load Theory
Cognitive load refers to the effort used in the working memory and is differentiated into three types: intrinsic, extraneous, and germane (Paas et al., 2016). In this respect, prior research and theory (Mani et al, 2013) suggest an environment being impoverished contributes to cognitive load indicating people under poverty will experience higher cognitive load whatever they do. Studies have indicated that SES is an important predictor of neurocognitive performance, people with lower socioeconomic status bears the cognitive load that are not present in middle or upper-class people [13]. Based on a model of how human memory works, the cognitive load theory (CLT) indicates the load on working memory was placed by a set of cognition processes, such as comprehension and problem solving. When unneeded demands are imposed, cognitive load will be increased and if it gets too high, it blocks learning and transfer and decreases accuracy [14]. Learning is consequently impaired with the competing demands of processes being overloaded [14]. According to the basic premises of the CLT model, researchers conducted three experiments through the lens of working memory resource depletion (Chen et al., 2018). As cognitive effort may exhaust limited working memory resources, lessened performance may occur following substantial cognitive effort [14].
Cognitive Load Theory provided an integrative conceptual framework that not only identifies how cognitive resource allocation divided but also identify empirical role reducing cognitive load by memory model [15]. Currently, the cognitive theory mostly relies on the limited working memory model and is widely used on learning in the educational fields. Existing attempts to explore the new-developing theory is in urgent need and it would definitely suffer from conceptual and measurement challenges, but it may represent the direction of future research. The waring of scarcity is a guiding light in our population-explosion-increasing and limitedresource planet. The recent work reviewed here can be leveraged by policymakers to improve public benefit programs and help to alleviate the condition of scarcity in the poor.