Introduction to Reaction Time Studies
Reaction time (RT) research is a foundational technique in cognitive psychology aimed at understanding the timing of mental processes. The systematic observation of response times dates back to the 19th century, originating in astronomy where observers timed stellar transits using the 'eye and ear' method.
Historical Background
- Early NASA-like observation methods highlighted the importance of precise timing.
- German physiologist Hermann Helmholtz measured the speed of sensory nerve conduction by timing responses to stimuli applied to various parts of the body, noting distances from the brain affect reaction times.
Francis Donders and the Subtraction Method
- Dutch physiologist Francis Donders pioneered reaction time research focused on isolating mental processing speed rather than just physical response time.
- He proposed that total reaction time consists of mental processing time plus physiological response time.
- To isolate mental processing time, he developed the subtraction method, which compares reaction times between tasks with and without additional cognitive steps (see Mastering Reaction Time Studies in Cognitive Psychology Experimental Design).
Donders' Three Reaction Time Tasks:
- Simple Reaction Time Task (A): Respond as soon as a stimulus appears (e.g., press a button when a light flashes).
- Choice Reaction Time Task (B): Respond differently depending on the stimulus (e.g., press one button for red light, another for white light).
- Selective Reaction Time Task (C): Respond only to a particular stimulus and ignore others (e.g., press a button only when a red light appears).
- By comparing these tasks, Donders could isolate the time taken for specific mental operations such as stimulus discrimination and response selection.
Early Empirical Findings
- Experiments confirmed that more complex tasks involving additional stages (choice and selective tasks) took longer reaction times.
- For example, recognition processes took approximately 36 milliseconds, while response selection took around 47 milliseconds.
Decline and Criticism
- Reaction time research waned in the early 20th century due to:
- High variability in results across individuals and labs.
- Criticism of the pure insertion assumption, which presumes that adding a cognitive step does not alter the duration of other steps.
Revival in the 1950s with Computer Technology
- The resurgence of RT studies was propelled by:
- Improved timing accuracy through computers.
- The rise of information processing theories modeling cognition as discrete stages.
Sternberg's Additive Factor Method
- Saul Sternberg advanced RT research by using the additive factor method, which avoids the pure insertion problem by manipulating variables within the same task rather than adding new steps (see Foundations of Experimental Design in Cognitive Psychology: Scientific Method and Challenges).
Sternberg's Item Recognition Task:
- Participants first memorize a set of digits.
- A single digit is then presented, and participants must decide if it was in the memorized set.
- Reaction times increase linearly with the number of items to compare, suggesting serial scanning of memory with consistent time per item (~38 milliseconds).
Additional Manipulations:
- Sternberg degraded stimulus quality to assess which processing stages were affected.
- Findings indicated stimulus quality only slowed encoding, not comparison or decision stages.
Significance and Impact
- Sternberg's work validated RT as a powerful tool for cognitive psychology by demonstrating discrete processing stages and precise timing estimations.
- His research inspired decades of cognitive studies, often focused on mental computation speed and processing architecture (related insights available in Experimental Design Tasks in Cognitive Psychology: Types and Selection Guidelines).
Conclusion
Reaction time studies, from Donders' subtraction method to Sternberg's additive factor approach, remain vital in dissecting mental processes. Advances in technology and theory continue to refine these methods, underscoring their enduring importance in cognitive science research. For a comprehensive understanding of designing reaction time experiments, see Fundamentals of Experimental Design in Cognitive Psychology.
Hello and welcome to the course basics of experimental design for cognitive psychology. I am Arura from the
department of cognitive science at Kpur. This is the seventh week of the course and we are discussing reaction time
studies. Before we go forward, let's talk a little bit
about where do these studies started. In the previous lecture, I talked to you about the logic and the goals of the
experimental of the reaction time studies. But where does this start? So, systematic observation and comparison of
response times as a form of scientific inquiry is not new. It goes back to the 19th century in a field that may sort of
appear hardly related to psychology. For example, astronomers uh at the time used what is called the eye and the ear
method to uh you know for timing and recording uh stellar transits. All right. So what they were doing was they
was basically looking at the movement of star in the field of in the field of the telescope and they listened to and
counted the click clicks of a clock and then recorded the exact time when a star reaches a particular position in the
field of the telescope. So from point A to point B they would calculate the time it takes a star to reach from point A to
point B and that is how you they used to time it. So because of this importance of timing uh and timing accuracy in uh
astronomy a great deal of research was done in the 19th century to understand individual differences in observation
and measurement accuracy. So this is basically uh a you know broad background of where measurement of timing sort of
uh started becoming important. Now some of this research was picked up by psychologists as well. For example,
German physiologist Herman Helmolds studied the speed of the sensory nerve conduction by measuring how fast humans
responded to stimula applied to different parts of the body. So basically there and depending upon how
uh far that part of the body was from the brain. So for example how fast you would respond when somebody pricks at
your toe versus how fast you would respond when somebody pricks at the ear given the distance of the brain uh you
know from that body part. However it was Dutch physiologist uh Francis Daers who started a new era of reaction time
research. Now Dundas was interested in measuring the speed of the mental processes just like we were describing
or uh talking about in the previous lecture. So he was more interested in understanding the speed of the mental
processes rather than the speed of physical responses. All right. So he pointed out that if a simple response
task is created just like the one Helm was using such as responding uh to a stimulus on the skin it could consist of
a number of steps only a part of which would basically be uh the timing of the mental process. So for example when you
are giving uh somebody a task and you are expecting them to respond only part of that response time is mental process
rest would be physical sort of uh you know uh receiving the motor signal and executing that motor signal and people
can be fast and slow in that. So if the duration from the stimulus to response was considered as a
physiological time, the total amount of time for individuals to physically respond to stimulus and the time taken
up by the mental process was only a part of the time. So whatever response time is there, it basically according to
Dondas it was two things. It was first the you know time of mental process plus time of physically responding. What he
wanted to do was he wanted to create situations so that he could isolate the time of the mental process there. All
right. So given that there was this very brief response times that were getting measured in such task for example these
could be as short as 17th of a second. It became difficult it I mean he figured out that this was difficult to determine
how much time it would have taken the brain to respond to uh this process brain to perform this particular
computation. So in order to measure the speed of these mental processes he developed a
new approach. This approach is referred to as the subtraction method and it is very common and it is now used not only
in reaction time research but a lot of other kinds of research as well that we will visit in this week and the next
one. Now uh this subtraction method basically involved the comparison of responses obtained in the different
tasks. He described this uh his reasoning for uh his uh for using this approach uh in so many words. Let's see.
He says the idea occurred to me to interpose to into the process of physiological time some new components
of mental action. So you basically said okay if a particular mental action takes so much time let me add a step or
subtract a step from this mental process. If I could investigate how much this would lengthen this physiological
time this would I just reveal the time required for the interposed term. So whatever step that I have added in this
particular sequence. So how do we do this or how did uh Dondas propose? He says we can design two tasks such that
task A requires all the steps that are required in task B and one additional step. All right. So under such a
circumstance what will you do is you will basically expect that it should take longer to complete task A than task
B. one can infer how long it takes to complete that specific additional amendmental process that we have added
in task A by subtracting the time taken to task complete uh to complete task B from the time it was it has taken to
complete task A. So now when you do task B minus task A you get the time for that specific extra computation that you have
added. All right. Following this reasoning, he used three procedures. In the A method, it was
called a simple reaction time task. Here, a participant was asked to respond to a pre-desated stimulus, such as
pressing a button as soon as a light was turned on. So, this is a simple reaction time task. In the B method, he used what
is called a choice reaction time task. A participant was asked to respond differently to a different to different
stimulus. So for example, use one hand to respond to a red light and use another hand to respond to a white
light. So in the first one, as soon as you see a light, you press a button. In the second one, you basically see which
light has turned on. And if red light has come, use this hand. If white light has come, use this hand. Now you can see
in A there is just a single step. In B there is a decision that is also involved. Which light has come up? I
evaluate and then I choose my appropriate hand to respond. So he argued that the B method involved all
mental processes required by the A method plus two additional processes. What are those? The distinguishing
between the two stimuli uh or stimulus discrimination that in this case which is the color of the right of the light
it is red color or white color and deciding how to response which hand am I going to use based on which light has
come up. So two extra steps in B as compared to A. So if the participants reaction time in
performing the two tasks A simple reaction time and B choice reaction time were compared, they would be expected to
take longer in performing a choice reaction time task uh than a simple reaction time task. And whatever extra
time uh you know they have taken could be inferred as the time for the two extra steps that were involved stimulus
discrimination and response selection. Now he said okay let's come up with another method. So he developed a third
procedure the C method which is sometimes referred to as the selective reaction time task. All right. Now in
selective reaction time task what would what would happen is that you could add this to differentiate the time between
the two steps. So what are the two steps? Similar discrimination and response selection. So let's see what
the C method is. In C method, the participant is asked to respond to only the light of one color by ignoring the
light uh you know light of other color. So for example, respond only when you see a red light. Don't respond when you
see a white light. So you can see this C method actually quietly goes in between A and B. All right. So this procedure
basically requires the participant to dis discriminate between two stimula the two colors of the light. But it does not
require response selection because a participant has to respond to one kind of light only. As soon as they uh
decipher that okay which kind of task is being which kind of light has come on they just have to know which to respond
to or otherwise not. So response selection that step is gone from here. For this reason it could be predicted
that it would take less time to complete a selective reaction time task as compared to the choice reaction time
task. So now you have a gradation. You have a simple reaction time task. You have a selective reaction time task and
you have a choice reaction time task. This will take the least amount of time. This will take the second most amount of
time and the choice reaction time task because it has two steps will take the most amount of time.
So consequently what they did was by comparing the times taken in performing these two tasks, one was able to isolate
the time for response choice. So response selection, how much time does response selection take? as this was the
mental process that was involved in the B method but it was not in the A method and it was the reason that response
times would increase in the order of A and then C and then B. That is basically how these tasks were set up and you can
see they are set up so neatly that you can actually compare when you compare A and uh B uh you basically get the uh you
know time difference in selection of responses and you compare B and C you basically get the discrimination of
light. So you can very well arrange this task and know by subtraction of what from what you will get the time taken
for a given process. So this is basically from Sternberg. This is just an example of what kind of task you're
doing. So this is Da's uh setup for 18 uh for creating reaction time experiment. Simple reaction time task,
choice reaction time task and selectious reaction time task. This is basically how this is working. So A is light
flashes, press the key. We perceive the left light then decide which button to basically press left key right key and
so on. Now Daisers and his students carried out a large number of similar experiments and they compared reaction
times for the three kinds of tasks. The results generally confirmed their predictions. For example, in a series of
bubble repetition uh experiments three conditions were included. For example, repeating a wall as soon as possible
while knowing which wall was to going to be presented. So a b a e i o u something like that. Repeating a vowel without
knowing which vowel has to be presented. So knowing which vowel has been presented and producing it. C uh
repeating a pre-desated vowel when the stimula might include different vowels as well. So this is the C method. So you
have now A, B and C. He observed that an average of around 201 mills, 284 millconds and 237 millconds were taken
for the three combinations respectively. Based on these results, uh they were able to infer that the mental process
responsible for recognizing a vowel took about 36 milliseconds and the mental process of uh making the choice of uh
response took around 47 millconds. So you do either C minus A which is uh you know selective minus uh simple or you do
B minus C you get the uh time for the specific step. Darn considers the findings that he found and his students
the first determination of the duration of well-defined neural responses. So this is novel and this is sort of you
know a very specialized finding that Daers and his group is able to uh demonstrate.
Now with a discovery of this subtraction method reaction time research could now flourish during the second half of the c
of the 19th century and uh people like William W and his associates at lizig laboratory published a large number of
reaction times uh studies related to a variety of mental processes. So remember William Bund was the one who formed the
first lab you know laboratory in psychology in the year 1879 and he was partly inspired from the reaction time
research that was conducted or the protocols that were developed by Francis Daers in the 1800s.
Many other leading psychologists of the time also worked on mental uh chronometry. For example, cattle's
extensive work on the time taken by cerebral uh operations and Baldwin's uh comparison of sensory and motor reaction
times were all inspired from uh you know the kind of protocols that uh Francis Daers was developing.
However, around the uh turn of the 20th century, reaction time research declines a a little bit as a result of the re
rejection of the subtraction method. Some people started doubting the subtraction method and says it they are
not uh you know it is not creating uh correct computations and therefore uh you know for a long time the method was
criticized. Let's look at why it was criticized. First was that the reactant results obtained with the subtraction
method had a great deal of variations between individuals and between laboratories which basically made it
hard to compare and you know confirm a particular finding because remember at this time people did not know a lot
about control and there there were a lot of var variation probably across conditions and laboratories. The second
was the other had to do with this assumption of pure insertion. Now you see uh simple reaction time to selective
reaction time to choice reaction time. If we are con considering the subtraction as the true indication of
what reaction times uh you know might tell us we are basically going with this assumption of pure insertion. What is
this assumption of pure insertion? The assumption of pure insertion basically is that adding one step or adding an
extra step to the process will not affect the overall thing but it will affect just add just that amount of time
taken uh you know you utilized for that particular step. Actually some people said that when you make a task more
difficult it overall it increases the overall time and not just the time taken to uh you know perform that additive
step and that basically became a very important critique for reaction time research and which is why it was
discontinued for a long time starting the earlier 19th century. Now uh around 1950s reaction time
research was revived again with the development of computer technology and with the rise of information processing
theory of cognition. So around 1950s you see that the information processing metaphor for cognition takes place where
we start talking about inputs and computations and representations and that is where people found that okay
reaction time research is one way it is one tool to basically again delineate steps in information processing for a
given stimulus and that is again around the time where reaction time research started taking up and a lot of uh you
know experiments which were had to do with evaluating word similar face stimuly pictures and so on started
being used. So this former uh you know reaction time research it provided a means for uh
measuring reaction times in uh a more accurate and reliable way. So now they started using computers. Computers had
more precise timing. They had a better way of presenting stimulus. They had a better way of recording response times.
And in that a bunch of the problems that were coming uh in the 1800s late 1800s early 1900s were handled by the presence
of good computers more accurate presentation and measurement durations. Also the latter the information
processing theory as a metaphor as a framework it provided a very nice conceptual framework that validated and
that necessitated the examination of cognitive processes h as happening in discrete stages in some sense confirming
da's initial ideas about how mental processes really work. Hick uh in 1952 and Heyman in 1953
according to Blackman basically uh led uh you know the way in the survival of the reaction time approach to cognition
but Sternberg's work was one of the ones that basically provided the best illustration of how valid reaction time
research was and it basically uh you know overcame the earlier criticisms about this. So let's let's look at that
in in some detail. Now, Sternberg observes uh endorsed uh Da's view that a cognitive task consists of several
discrete stages and reaction times uh could be used to identify or isolate these stages. All right. He adopted
slightly different approach to da let us see instead of comparing the reaction times to complete tasks involving
different stages always used the same experimental task that involved the same number of stages.
He said we'll re use the same uh stages. We compare simple reaction time and selective reaction time to examine
stimulus discrimination. Let's see how he did it. What he did to identify a given stage was to manipulate a factor
that might apply to only one of the stages. So he said okay I know I'll not use different tasks but I'll use uh you
know some kind of manipulation of a factor within that task. Let us see how that works. Now by observing how this
factor would affect an individual's reaction time, he could infer what stage was involved in a given task and how
long it took the participant to complete that method. So he now basically used what is called the additive factor
method. Da was subtraction. This is an additive factor method. Let us see how this differs
now because there was now no need to add an additional stage to study this approach. This approach effectively
overcame the problem that was uh you know uh attached to this uh you know the idea of pure insertion. More
specifically, Sternberg adopted an item recognition task to study the cognitive processes involved in memory retrieval.
So we'll see what he does. It's a very simple task. The participant had to decide whether a digit presented to them
visually was one of the digits that they had seen earlier as well. Okay. The participant's reaction time was measured
as the duration between the onset of this digit and the time when the response was given. So this digit comes
and the participant is to tell whether it was presented earlier or not. So when the digit comes and the participant
gives the response that is the measurement of the reaction time that they are going with.
Now Sternberg postulated that three stages are involved in this item recognition task. First is stimulus
encoding. So whatever digit is presented is to be encoded. It has to be compared mentally. Okay, this digit that is
presented on screen is three or it is four or it is seven something like that. Uh and then comparing this digit
whatever the input is there with the previously seen digit. So for example, previously the person might have seen uh
3 9 and 8. Now you have to compare okay uh and basically then come up with a decision that okay this digit was
presented earlier or this digit was not presented earlier. Okay, the encoding part, the comparison with previous uh
presented digits and the decision and response. Okay, yes, it was presented or no, it was not presented.
Now, in one of his experiments, in one of Sternberg's experiment, the critical manipulation was the number of digits to
be remembered. Okay, so he would be giving them uh some digits earlier before they go go into this experiment.
Sometimes the digits were one, sometimes they were two, sometimes they were up to six. All right. Now the experimental
task was experimental task that he was measuring reaction times in was identical for the participants in these
six conditions. So the task is exactly the same. We have to see whether this digit was presented earlier or not.
Okay. They had to decide. Yeah. So in this design the only difference between the six conditions is how many digits
were presented earlier. So for example if I have shown three here and I presented three here you have to make
one match. If I presented three here and I have presented four here, you have to still make one match. You'll get the
answer no and you'll quickly press. If I presented three and five here and I presented four here, then you have to
compare with three and compare with five. Both times you return with a no answer and you give a different
response. Okay. So in this design, the only difference across the six conditions is how many comparisons had
to be made before a positive or a negative decision can be arrived at. Now the manipulation of the set size the
previously presented digits conceivably only affected the comparison stage because everything else the decision
response making etc will stay the same. This approach allowed Sternberg to uh determine how much time mental
comparison took by comparing the differences in these different conditions. By comparing the differences
in reaction time in these different conditions and because it is the same task almost this determination was not
dependent on pure insertion assumption. Okay, because you're not adding an extra step. It is the same number of steps but
the mental uh you know comparison has sort of increased. you are comparing with one set size or two set size or
three set size worth of digits. This experiment showed that the size of the set how many uh you had to go and
compare with and the participants reaction time actually had a linear relation. So if you're comparing with
one versus comparing with four versus comparing with six, the reaction times increased accordingly. Okay. So the
response latencies actually were shown to increase by 38 milliseconds with each increasing digit to be remembered. All
right. So assuming that the individuals had to scan their immediate memory for responding to the stimulus, these
results actually offered a very good indication of the speed at which we scan our memory.
So this is this you have shown uh four digits ear four alphabets earlier and then you have shown L. Now you have to
compare this L with all four of them and it basically will take you a certain amount of time. Let's say if each digit
if each comparison takes 40 milliseconds it should take you around 160 milliseconds.
So hypothesized stages are encode compare decide whether it is present or not and then respond.
Here you can see uh based on the number of items in the memory step one versus four the that is the exact amount of
time these people are taking. He created another experiment as well. In another experiments Turnber what he
did was he degraded the digits so that they became slightly harder to recognize. Okay. Everything is remains
the same as the experiment that we have just seen. He reasoned that if stimulus degradation affects the encoding state.
See, if you cannot see the stimulus, swell, it'll take you more time to encode. If it takes you more time to
encode, uh this time sort of adds in the overall time that you have to take across the four stages. Encode, compare,
decide, respond. So if stimulus degradation did affect the encoding stage, then the reaction
time would be longer than that on intact stimula. But the slope representing the relationship will not change. it'll
still be parallel to that same time. Just the stimulus degra stimulus encoding time has increased the
comparison etc does not change. But if stimulus degradation affects both encoding and comparison then the slope
would also change. All right. So the way the responses are say for example it was taking 38 millconds with every extra
digit it'll probably now take 40 more 40 millconds or 45 or 50 milliseconds in addition for comparison as well. Okay.
So if stimulus degradation would affect both encoding and comparison then the slope would also be slightly steeper. It
will take more time. Thus by adding an additional factor of stimulus quality he was able to determine whether encoding
and comparison were two independent stages or they sort of competed with each other or uh interacted with each
other. The results of this experiment actually showed that there was little difference
in the slopes. So it basically means there was little difference in the slopes between the degraded and the
intact stimula. Thus suggesting that stimulus degrading only affected the initial encoding stage but did not
affect the uh comparison stages and did not affect basically the final response. So that basically tells you that just by
adding one factor in the stimulus in terms of stimulus quality he was able to see at what stage of processing does
this particular factor affect. Now obviously Stunberg's research is also not without problems. It has its
own critiques and so on. But it demonstrated that reaction time is still a useful and a valid means for studying
the cognitive processes and therefore it plays a significant role in reviving the use of reaction time research in
cognitive uh science or in cognitive experimental psychology. The impact of uh Sternberg's reaction time research
can be seen in a very interesting comment made by Lacman and colleagues who says uh over the past decade it has
sometimes seemed as though half of cognitive psychologists in North America were devoting themselves to testing
Sternberg's theories testing how mental computations work how much time they take and so on. So in that sense you can
see more than half of of the uh psychologist in North America devoted themselves to conducting reaction time
studies and even now if you see uh large amount of work in experimental and cognitive psychology basically is uh
contingent on measurement of reaction times measure and computation addition subtraction of stages and so on.
I'll stop here. I'll continue this story in the next lecture. Thank you.
Reaction time studies aim to measure the timing of mental processes, helping researchers understand how long different cognitive operations take, such as perception, decision-making, and response selection. By timing how quickly a person responds to stimuli, these studies dissect the sequence and duration of underlying mental activities.
Donders' subtraction method compares reaction times between tasks that differ by one cognitive step, such as simple, choice, and selective reaction time tasks. By subtracting the reaction time of simpler tasks from more complex ones, researchers isolate the time required for specific mental operations like stimulus discrimination and decision-making, separating them from basic physiological response times.
A simple reaction time task requires responding as soon as a stimulus appears (e.g., pressing a button when a light flashes). A choice reaction time task involves making different responses depending on the stimulus (e.g., pressing different buttons for red or white lights). A selective reaction time task requires responding only to a particular stimulus while ignoring others (e.g., pressing a button only when a red light appears), adding an extra layer of stimulus filtering.
Reaction time research declined due to high variability in results across individuals and labs and critiques of the pure insertion assumption, which questioned whether adding cognitive steps doesn't affect other processes. The revival in the 1950s was driven by advances in computer technology providing more precise timing, and the emergence of information processing theories that modeled cognition as discrete stages.
Sternberg's additive factor method manipulates variables within the same task rather than adding new stages, avoiding problems related to assuming cognitive steps are independent (the pure insertion assumption). By examining how different factors independently influence reaction times, this method allows more accurate identification of distinct processing stages without confounding assumptions.
Sternberg's item recognition task showed that reaction time increases linearly with the number of items in memory to be scanned, indicating a serial search process where each item takes a consistent amount of time (~38 milliseconds) to be compared. This finding supported the idea of discrete and additive stages in cognitive processing during memory retrieval.
Technological improvements like computer-based timing have enhanced the precision and reliability of reaction time measurements. Theoretical advances, including information processing models, have refined understanding of cognitive stages and mental architecture, allowing researchers to design more sophisticated experiments that dissect complex mental operations with greater accuracy.
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