What are the cognitive and perceptual processes

What are the cognitive and perceptual procedures that underlie

our ability to construe graphs?

Pinker ( 1990 ) states that, ‘a dramatic fact about human knowledge is that we like to treat information in in writing form’ . Indeed graphs are a often used medium to expose a broad array of information in all countries of society. The procedures that people rely on when construing these graphs are of involvement and importance to the psychologist in order to supply guidelines that may potentially help apprehension within the public sphere. This essay intends to analyze the cognitive and perceptual procedures which lie between the ocular perceptual experience of graphs and our mental apprehension of them. Throughout this piece mention will be made to the figure attached in the appendices in order to exemplify certain points.

Graph comprehension involves how we encode and interpret elements of a graph in order to pull out cardinal pieces of information ( Pinker, 1990 ) and has been specifically defined as ‘Reading and construing graphs’ ( Friel, Curio and Bright, 2001 ) . Typically surveies have assessed this by analyzing responses to basic reading undertakings as compared to the reading of written work. From these surveies it is by and large agreed that graphs, diagrams and images play a particular function in the apprehension of text and act to increase human concluding abilities ( Larkin and Simon, 1987 ) . This is illustrated in a survey conduced by Bauer and Johnson-Laird ( 1993 ) , who compared textual and diagrammatic versions of the same information and found that participants drew more accurate and rapid decisions from the diagrammatic version. They suggest that this may be because diagrams promote a more rapid release of information from working memory shops.

Pinker ( 1990 ) argues that graph cognition is represented as graph based scheme, which provide a theoretical model for graph comprehension. A scheme is a generic cognitive construction, learned from past experience and stored in the long term memory. The scheme guides the percipient in forming the entrance information and adding new information if appropriate leting the acknowledgment and reading of different types of graph. For illustration graphs and images get intending through learned couplings, but unlike the procedure of understanding for written words the procedures of iconicity and association are besides of import. These allow flexibleness in representation, so that we can, for illustration, perceive a map as a map regardless of the topographic point on the map in inquiry. Pinker’s graphs scheme defines different categories of graphs ( e.g. line versus pie ) and they enable the percipient to interpret information from the retina into an apprehensible image harmonizing to the features of the graph. Pinker besides outlined the perceptual processes closest to the computational operators that are sufficient to compose a cognitive theoretical account for graph perceptual experience. He defined four categories of procedures. 1 ) Match Processes, which determine the class of the graph. 2 ) Message Assembly Processes, which translate information obtained from the oculus into a conceptual image. 3 ) Integration Processes, which infer information obtained from the oculus and the bing scheme nowadays in order to deduce any losing information from the image. 4 ) Inferential Processes, which combine the mental image and the bing scheme in order to set up forms and relationships.

Gattis and Holyoak ( 1996 ) besides offer support for the high quality of the representation of ocular information in graphs, diagrams or images in easing human concluding accomplishments. They propose that graphs provide external mental representations enabling people to travel from visuospatial representations to abstractions through the usage of functions between perceptual and conceptual dealingss. Gattis and Holyoak found that grownups spontaneously assigned “faster” to “steeper” when asked to judge the comparative rate of two uninterrupted additive variables utilizing simple line graphs. Peoples were more accurate at rate judgements when the variable being queried was assigned to the perpendicular axis. This can be related straight to Figure One. The perpendicular axis displays the information of greatest importance, that being the transportation fee the participants and this makes the graph improbably easy to construe.

There are three behaviors which have been identified which seem to be related to chart reading. First, ‘translation’ which involves treating the information contained within the graph on a descriptive degree harmonizing to content and construction ( Friel, Curio and Bright, 2001 ) . Cleeveland and McGill take this one measure further and have isolated 10 simple codifications which correspond to our judgement of graphs and which are ranked harmonizing to order of importance. These are 1 ) Position along a common graduated table, 2 ) Position along a nonaligned graduated table, 3 ) Length, 4 ) Angel, 5 ) Slope, 6 ) Area, 7 ) Volume, 8 ) Density ( sum of black ) , 9 ) Colour impregnation and 10 ) Colour chromaticity. The 2nd behavior in graph comprehension is ‘interpretation’ which involves the rearrangement of stuff harmonizing to importance. Third and eventually, is ‘extrapolation and interpolation’ , which are considered to be an extension of reading and affect the noting of tendencies and the scrutiny of the effects of the decisions made ( Friel, Curio and Bright, 2001 ) .

Most theories of graph comprehension besides include the procedures of encoding ( besides frequently called the ocular ball ) . It has been argued for illustration, that each saloon on a saloon graph is one ‘chunk’ ( Sha, Mayer and Hegarty, 1999 ) and that the greater the measure of balls so the longer reading of the graph will take. Katz, Xi, Kim and Cheng ( no day of the month ) investigated factors that affect the quality of verbal descriptive graph comprehension in a sample of 39 pupils. They found that the smaller the figure of ocular balls contained within the graph construction the higher the quality of apprehension and description of the graphs, therefore connoting that simple graphs will help comprehension. The less information there is contained within the graph so the more clip the person have to treat the information. Carpenter and Shah ( 1998 ) found that comprehension occurs through repeated rhythms of encoding and reading, which map to bit by bit increase cognition about the graph.

In add-on there are four things which influence graph perceptual experience. These are 1 ) Purposes for utilizing graphs, 2 ) Undertaking features, 3 ) Discipline features and 4 ) Viewer features ( Friel, Curio and Bright, 2001 ) .

The intents for utilizing graphs is normally divided into two classs: analysis and communicating. The former being used in a chiefly academic scene and the subsequently intended to convey information through agencies such as magazines and newspapers to a specified audience. The utility of a graph clearly depends upon the undertaking in manus and the inquiries being posed.

The features of the undertaking are described as ocular decryption, judgement undertakings and the context or semantic content of a graph. In a sample of 200 undergraduate pupils, Simkin and Hastie ( 1987 ) compared written sum-ups of the information provided in saloon charts, divided saloon charts, pie charts and line graphs. When presented with a saloon chart most topics instantly made comparings between the lengths of the bars. In contrast, when presented with a pie chart topics made comparings based on the proportions. From these findings they predicted that peculiar lengths and places of the graph features could foretell public presentation. They found that when doing proportion judgements, steps of length such as that displayed in saloon chart were the least accurate. However, when doing comparative judgements, angle judgement ( e.g. those portrayed within a pie chart ) were the most accurate, but besides took the most clip, when compared to length judgement made from a saloon charts. Simple saloon charts besides produced more accurate consequences than divided saloon charts. With mention to calculate one, it is noted comparative judgements would be much easier to set up than those of a relative nature given the deficiency of item within the graduated table on the Y axis and the trouble incurred when reading across to the Y axis.

The 3rd influence is that of subject features and this refers to the spread and fluctuation observed within the informations, the type of informations, the size of the sample and the construction of the informations, all of which can act upon reading. There are certain to be differences in reading harmonizing to the types of graphs displayed e.g. saloon charts version pie charts. The place of the elements within a graph in relation to one another are besides certain to hold significant influential effects. This can be illustrated in mentions to calculate one. It is noted that the participants are arranged in comparative order to one another i.e. with the participant who demanded the higher transportation fee ( Rio Ferdinand ) presented on the far left and the participant who demanded the least transportation fee ( Christiano Ronaldo ) presented on the far right. This makes comparing between the participants much easier and allows a much more rapid decision rate than if the saloon lengths had been arranged at random.

The concluding influence is the features of the individual who is construing the graph, these reader features play an of import function in the reading of graphs ( e.g. Friel, Curio and Bright 2001 ) . These may be factors such as intelligence, old experience and cognition, current temper and degree of weariness and emphasize the environment. Figure one can be used as an illustration to exemplify this point. There is a big component of old association required in the reading. Persons who already have an extended cognition base sing football, peculiarly if they are fans of this squad specifically, are likely to pass less clip construing the graph. This illustrates the influence of the features and old cognition of the spectator in the reading. This will partially be due to the procedure of facial acknowledgment and therefore the fact that in such persons at that place will non be a demand to analyze the x axis for the names of the participants.

The graph in figure one is besides really easy to construe as the participants who had the highest transportation fees are represented as larger in footings of mass and in footings of tallness, promoting a rapid response rate. In add-on, the graph is coloured which makes it visually delighting and it is simple, incorporating small information. Thus the spectator will non be overloaded with extra information and is able to come to decisions rapidly and accurately.

Graph comprehension surveies have been criticized as they have by and large merely assessed graphs of a really simple nature ( e.g. a saloon graphs incorporating merely two bars ) for which small or no old cognition is required. Subsequent surveies should try to rectify this job through the scrutiny of complex graphs within a sample of persons with a high degree of old cognition for comparative intents. There is besides a deficiency of research analyzing the procedures that occur when the information that is required from the graph is non present and subsequent surveies should take to analyze this specifically.

In drumhead this essay has examined the cognitive and perceptual procedures that underlie human ability to construe graphs with mention to calculate one which is presented in the appendices. It is concluded that reading is influenced by the interaction of factors including the features of the translator ( e.g. old cognition, environment ) , the undertaking in manus ( e.g. comparative or proportion judgements ) and the belongingss and features of the graph in inquiry ( e.g. the manner the information is presented specifically ) . The graph in figure one is really easy to construe, peculiarly with regard to comparative opinions due to its simplistic layout, and usage of coloring material.


Bauer, M. I. & A ; Johnson-Laird, P. N. ( 1993 ) . How diagrams can better logical thinking.Psychological Science,6, 372–378.

Carpenter, P. A and Shah, P ( 1998 ) . A theoretical account of perceptual and conceptual procedures in graph comprehension. In Katz, I. R. , Xi, X. , Kim, H. , Cheng, P. Graph construction supports graph description. Available at hypertext transfer protocol: //www.cogs.susx.ac.uk/users/peterch/papers/Cogsci02Katz.pdf

Cleeveland, W. S, and McGill. ( 1984 ) . Graphic perceptual experience: Theory, Experimentation and Application to the development of graphical methods.Journal of the American Statistical Association.79, 531-554.

Friel, S. N. , Curico, F. R, Bright, G. W. ( 2001 ) . Making sense of graphs: Critical factors act uponing comprehension and instructional deductions.Journal for Research in Mathematics Education.32, ( 2 ) , 124-158.

Gattis, M. ( 2004 ) . Maping relational construction in spacial logical thinking.Cognitive Sciences.28, 589-610.

Gattis, M. & A ; Holyoak, K.J. ( 1996 ) . Maping conceptual to spacial dealingss in ocular logical thinking.Journal of Experimental Psychology: Learning, Memory & A ; Cognition, 22, 231-239.

Katz, I. R. , Xi, X. , Kim, H. , Cheng, P. ( no day of the month ) . Graph construction supports graph description. Available at hypertext transfer protocol: //www.cogs.susx.ac.uk/users/peterch/papers/Cogsci02Katz.pdf

Pinker, S. ( 1990 ) .A theory of graph comprehension. In R. Freedle ( Ed. ) , Artificial intelligence and the hereafter of proving ( pp. 73-126 ) . Hillsdale, NJ: Erlbaum.

Peebles. , and Cheng, P. ( no day of the month ) . Graph-based logical thinking: From undertaking analysis to cognitive account. Available at hypertext transfer protocol: //www.hcrc.ed.ac.uk/cogsci2001/pdf-files/0762.pdf.

Simkin, D and Hastie, D. ( 1987 ) , An information-processing analysis of graph perceptual experience.Journal of the American Statistical Association. 82 ( 398 ) 454-465.

Trafton, J. G. , and Trickett, S. B. ( 2001 ) . A New Model of Graph and Visualization Useage.Cognitive Science.Available at hypertext transfer protocol: //www.hcrc.ed.ac.uk/cogsci2001/pdf-files/1048.pdf.

Appendix One.

What are the cognitive and perceptual procedures that underlie our ability to construe graphs? Illustrate your reply with mention to Figure 1 below.