Science topic

Experimental Psychology - Science topic

Explore the latest questions and answers in Experimental Psychology, and find Experimental Psychology experts.
Questions related to Experimental Psychology
  • asked a question related to Experimental Psychology
Question
6 answers
I am trying to use new emotiv epoch+ headset which was bought in 2018. I am having half of the electrode as green Like this picture. But my question is why the over all contact quality is 0% (written in Red color).
Relevant answer
Answer
Hi
Chi-Kuang Sun
, ensure the electrode id okay, I mean no rust in the gold plate. Then soak the foam properly put 4-8 drops of saline. And must ensure you have proper connection of CMS and DRL. Thanks
  • asked a question related to Experimental Psychology
Question
12 answers
helllo
i have a simple control-experimental research design with pre-post exam and 12 person in each group.
What is the appropriate way to extract the effect size? (what is the right formula? cohen d or eta squire or omega squire or ....)
Relevant answer
Answer
Andrew Paul McKenzie Pegman, here is what you wrote concerning Cohen's d:
If the two groups have the same n, then the effect size is simply calculated by subtracting the means and dividing the result by the pooled standard deviation.
I added emphasis on the definite article the. To be fair, that wording does suggest that Cohen's d is the one and only acceptable measure of effect size. That may not be what you intended, but the wording does suggest it, IMO.
Second, I saw nothing critical or offensive in Thom's reply. You are being overly sensitive, IMO.
And finally, as we are expressing opinions about the value of standardizing effect sizes, I generally agree with the views that Thom expressed in his article on effect sizes. YMMV.
Baguley, T. (2009). Standardized or simple effect size: What should be reported?. British journal of psychology, 100(3), 603-617. http://irep.ntu.ac.uk/id/eprint/23799/1/193490_1870%20baguely%20postprint.pdf
  • asked a question related to Experimental Psychology
Question
3 answers
Hi everyone,
I am looking for a neutral video clip for my control group. I am not looking for specific face datasets, but rather a neutral video about mundane content (e.g. a person explaining something or a neutral/ordinary day-to-day activity such as making the laundry). The video clip should be around 4-5 minutes long and free to use for academic purposes (without copyright issues etc.). If anyone has any suggestions I would highly appreciate them! Thank you!
Relevant answer
Answer
Dear Sophie, thanks for posting this technical question on RG. As an inorganic chemist I'm absolutely not a proven expert in your field of research. However, I can suggest to you a few potentially useful links. For example, please have a look at the following article which is freely as public full text right here on RG:
Database of Emotional Videos from Ottawa (DEVO)
Also please check this link:
The Chieti Affective Action Videos database, a resource for the study of emotions in psychology
This article has been published Open Access so that it is freely accessible on the internet (see attached pdf file).
and
I hope this helps. Good luck with your work!
  • asked a question related to Experimental Psychology
Question
3 answers
Dear community,
say one wants to report a linear mixed model of a psychological experiment (mixed design: predictor A between, three levels; predictor B within, four levels).
What would be the best way to report it?
The F test is not that informative when the predictors (fixed factors) have more than two levels (see Schad et al., 2020)
The summary() command only provides the comparison to the reference category (however, lets say we are interested in more than these to-reference-category-comparisons)
The usual repeated-measures-ANOVA-type-of-reporting would be F test and post-hoc tests. However, would you say this applies also to LMM?
I would also argue that it makes sense to report the model comparisons (LRT) of the model that contains the set of fixed effects of the interaction (the “interaction model”) with the main effects only model. And before to evaluate the main effect of predictor A by comparing it to the intercept-only model.
so take the model comparison lmm1 <– dv ~ 1+ (1 | id) vs lmm2 <– dv ~ 1+ A + (1 | id) and then report the LRT test results for the main effect of A
and take the model comparison lmm3 <– dv ~ 1+ A + B + (1 | id) vs lmm4 <– dv ~ 1+ A * B + (1 | id) and then report the LRT test results for the interaction effect
then go ahead and report the individual custom contrasts, simple effects, or pairwise comparisons or whatever one is interested in?
or rather report an F test and then report the individual tests?
the fixed effects estimates seem to be of little use as not only the comparison with the reference category is of interest
but still, coming from a rmANOVA perspective originally, it is difficult to not report some sort of “the main effect of A was qualified by the A*B interaction”) and then report F test or LRT.
ps: Also, would you say it makes sense to report both results from custom contrasts vs pairwise comparisons to indicate some sort of consistency or rather choose one of them?
THANK YOU ALL SO MUCH
Schad, D. J., Vasishth, S., Hohenstein, S., & Kliegl, R. (2020). How to capitalize on a priori contrasts in linear (mixed) models: A tutorial. Journal of Memory and Language, 110, 104038.
Relevant answer
Answer
It sounds like you have a good approach to how to handle this analysis...
1) Overall model. Yes, you can present the overall significance test, such as the LRT test. This would be conducted in comparison to an intercept only model. Or skip this if you're not interested.
2) Overall fixed effects and random effects. You can also compare your model to a random-effects-only model or a fixed-effects-only model to tease out the effects of fixed and random effects. Or skip this, and just rely on 3).
3) Tests for factors. If you are using lmer to fit your model, the lmerTest package is useful to get test the individual fixed factors and individual random factors. (Like in a common anova.) See the anova.lmerModLmerTest and ranova functions. Using these functions, you don't need to conduct these tests manually.
4) Post-hoc analyses. The emmeans package should be appropriate for conducting post-hoc tests for significant effects or interactions. Typically, all pairwise comparisons of E.M. means for main effects, interactions, or one effect within another, an so on. The lmer example here is somewhat outdated, but mostly works ( https://rcompanion.org/handbook/I_07.html ), with the caveat that I wrote that I wrote that page. The lsmeans package can be updated to the emmeans package, and the CLD part doesn't work anymore, but there's a way to get this if that's what you want.
5) The emmeans package is also useful for conducting specific custom contrasts. ( See, e.g. https://rcompanion.org/rcompanion/h_01.html , the sections with the lsmeans package, with the caveat that I wrote this page).
6) You can report results of custom contrasts or pairwise comparisons, or both, depending on what is of interest.
  • asked a question related to Experimental Psychology
Question
2 answers
Could we use the path analysis in a between experiment where we have assumed that the effect of the independent variable on the dependent one is mediated? Specifically, the sample will be randomly assigned to one of two experimental condition.
Relevant answer
Answer
Hello Guiseppe,
yes but if you estimate a model with a measured mediator than the danger of endogeneity of the mediator arises. That is, even if the treatment is randomized and therefor uncorrelated with all hidden confounders, this does not hold for the mediator. That is, there may be confounders affecting both as well as simultaneity or reverse causation between the mediator and the outcome.
If you test the model as a full mediation effect and the model fits this is some support that the treatment not only functions as an instrumental variable but also that there is no endogeneity. A presumption however is that the effect of the treatment is strong. Perhaps you can come up with a further variable that substantially affects the mediator and also has no direct effect on the outcome. This could serve as a further instrument.
If none of this works, that at least discuss the possibilities and that your model simply assumes but cannot exclude confounding/reverse effects.
All the best,
Holger
  • asked a question related to Experimental Psychology
Question
4 answers
Is there any examples of experimental type of questionnaire type ?
I need scales to measure sustainable behavior, I'm thinking to use both experimental and questionnaire.
Thanks in advance
Relevant answer
Answer
Hello,
I am sending articles:
Unfortunately, they are in Slovak, but their translation is planned. If you are interested, I will be happy to send it to you.
  • asked a question related to Experimental Psychology
Question
3 answers
Dear community,
Today I come to you with a quick request. I am looking for participants in an online experiment for a course in my master's degree and it is important that we get as many replies as possible.
The experiment is super simple, you only need 15 mins and a computer. This is the link: https://farm.pcibex.net/p/HTTBux
So, if you are reading this and you have 15 mins, I'd really appreciate your participation.
Thanks in advance!
Relevant answer
Answer
Of operations. Mental. the mission
  • asked a question related to Experimental Psychology
Question
3 answers
The same-different task requires to subjects to indicate whether a pair of stimuli seen or heard are the same (say AA or BB) or different (say AB or BA). Researchers often collect offline measures (e.g. response accuracy and latency) in the task.
Is there a way that I can collect online measures using eye-tracking, ERP or some other experimental techniques in psychology? In other words, instead of people reporting whether the pair of stimuli are different, I hope to infer their knowledge based on their fixations and brain potentials. Please recommend papers that I can read (if any). Thank you!
Relevant answer
Answer
تصميم استبيان
  • asked a question related to Experimental Psychology
Question
5 answers
hello
I want to investigate the effect of "HELP and Mindfulness based flourishing program upon cognitive emotional regulation strategies of kindergarten teachers"
What is appropriate statistical tests and research design ?
thank you in advance
Relevant answer
Answer
Choosing the proper statistical test depends on your purpose, type of data, and the assumptions you can/can't make. Since your question runs short of details, I would recommend you go through the following.
Good luck,
  • asked a question related to Experimental Psychology
Question
4 answers
Price information will be helpful.
Relevant answer
Answer
JETI specbos 1211 costs about 10.000 Euro.
  • asked a question related to Experimental Psychology
Question
9 answers
I know that it could be different for each situation, but when I was gathering data from participants in the pilot phase of my study, I've realized that if I explain the instructions aloud it could be more effective than letting them read those. Now my supervisor insists that I refer to a scientific document for this. the experiment was designed with a masking paradigm and the instructions contained content with positive and negative reinforcement.
Does anyone know any reference?
Relevant answer
Answer
I think you can safely write that research shows an overall gain with oral presentation for both students with and without disabilities. References you can quote on this are
2)
and especially this meta‐analysis of Research on the read aloud accommodation
Wishing you fun with your research, Mohammad
  • asked a question related to Experimental Psychology
Question
6 answers
I asked the same respondents about how much luck, their own efforts and connections they need to achieve Goal # 1, # 2, # 3, # 4. (first group). The second group had the same questions and the same goals, but they were in different conditions.
I analyze my data as a mixed plan, BUT the peculiarity of my design is that each respondent answered in the format: % luck +% efforts +% connections = 100%. Other answers were not accepted by the system, the amount always was 100. (a+b+c=100)
In SPSS I have 3 different variables: Luck_Goal1, Effort_Goal1, Connection_Goal1. And so on for goals 2, 3, 4 … But these aren't exactly three different variables, are they? It's like one variable, like a triad, and can be compared to other triads ...
My question is, how to combine this three-part variable into one whole triad variable, and how will intragroup and intergroup analysis of triads be done?
Many thanks,
Oleksandra
Relevant answer
Answer
Hello Oleksandra,
You can't construct a 3-value total, since (as Andrey points out), there is a linear dependence among the three values, and all totals would be 100 anyhow! You could do the following:
1. Record two of the three variables (perhaps Luck% and Effort%) for each task for each participant. The basic analysis could be one-between (groups: two levels), two-within (type of score: 2 levels--luck and effort; goal: 4 levels) variables anova.
2. Run three separate analyses (noting that there will be some redundancy since the scores are ipsative in nature): Groups (2) x Goal (4) mixed anova, with one analysis for the Luck values, a second for the effort values, and a third for the connections values.
Either approach can help you explain what differences, if any, there are as a function of group or treatment, and of goal (as well as interaction).
Good luck with your work.
  • asked a question related to Experimental Psychology
Question
18 answers
Dear Colleagues,
I put up this question at RG in order to find out what is being studied about the effects on people of social media memes as they attempt to find reliable information regarding social media memes.
In my original data set about the addictive power of memes to shape memory storage and alter personality, I was mainly looking at political memes.
It may be also important to study the effects of memes upon people's ability to find verifiable information. So please post any studies that you are aware of so that we can compile these in one place. I hope this inspires some study because I already know the power of memes from my past work on rhetoric, communication theory, and meme addictive behavior.
Here are an initial couple of links to studies which I have not read as yet, but which may be of interest. Check the bibliographies or Works Citeds, as well.
Social Media Reigned by Information or Misinformation About COVID-19: A Phenomenological Study
Social Sciences & Humanities Open Online journal:
MIT Psychologists study:
Fighting COVID-19 misinformation on social media: Experimental evidence for a scalable accuracy nudge intervention
Peer-edited Polish Journal
SOMEBODY TO BLAME: ON THE CONSTRUCTION OF THE OTHER IN THE CONTEXT OF THE COVID-19 OUTBREAK
Relevant answer
Answer
Dear Colleagues,
This week on Public Broadcasting in the US, there was a documentary about InfoWars, one of the persistent purveyors of disinformation in the media. It is well to learn how this rhetoric works. First--going back to Aristotle--you assign a good ETHOS to a speaker, then you will follow any path in this person's arguments.
To take a "base audience" farther into believing more and worse sketchy logic, tie your outrageous claim to some other "outrage" the audience already believes. "It's just like the time that...happened...and did the mainstream media tell the truth then?"
A good example was that the InfoWars host claimed on many shows that the Sandy Hook massacre of school children was "fake" news. He even had a court battle with one of the grieving parents.
These same outrageous techniques of misinformation and lying are being applied daily to the problem of the corona virus. Memes are primary vectors of this spread of misinformation. They have no traceable source and are generated by data mining concerns tasked with "meme flooding' a huge audience. This audience, once addicted to sharing memes, will become more and more trapped in a misinformation bubble reinforced daily.
See this documentary if you have time.
LINK:
  • asked a question related to Experimental Psychology
Question
8 answers
I have found smart shopper self-perception / emotions / feelings scales. However, I am not able to find any scale for the cognitive part of the process: beliefs about smart shoppers (identification?). Although Green et al (2011) seem to conceptualize & measure the term smart shopping by supporting evidence about three constructs (time-consciousness, right purchase and money savings), the items related to these constructs are not exactly beliefs but shoppers' experiences. I would like to know if there is some research about beliefs by attributions such as "The smart shopper is..."
Relevant answer
Answer
Hello
I am not informed on the topic!
Best regards
ABAS
  • asked a question related to Experimental Psychology
Question
4 answers
We sometime face a situation of small sample size. If the assumptions of the pearson correlation are fulfilled, is it valid to calculate correlation?
Are bayesian tests not dependent or less dependent on sample size?
Relevant answer
Answer
Hi again Indrajeet Indrajeet ; yes, in fact in the Bayesian study below the information of previous studies is combined with the new fresh evidence to increase the power of the estimation of the correlation coefficient:
Check also this R package:
  • asked a question related to Experimental Psychology
Question
13 answers
Hello!
I am planning cross-cultural study in psychology.
I've read various articles, but I can’t understand what are the requirements for translators? I’m at the stage one - translating the original instrument. Let’s say, my translator 1 is fluent in target language with a good understanding of original language and works in translation agency + has a university degree in some field (not in philology) Translator 2- the same. Translator 3 (for a synthesized translated version) is fluent in target language, with a good understanding of original language + has a higher education in Philology!
My question: is it ok? I mean “translator” doesn’t automatically mean that he/she has a bachelor, master or PhD degree in Philology.
What do you think about it?
Relevant answer
Answer
I'm glad my comments were useful. You will also find that if a question is shaped primarily by analytical concerns, you will likely not be able to translate the question into everyday language that will be easily understood. If we ask a survey question in any language, and we get a puzzled look, then we have failed to do our job. A good survey question is one for which you know in advance more or less what answers people will give; you just don't know how many will give which of the 3-5 likely answers.
  • asked a question related to Experimental Psychology
Question
5 answers
I calculated Cohen's d and have obtained the following value:
Cohen's d = (4.6 - 7.88) ⁄ 0.791148 = 4.145876.
Wherever I looked at, the highest Cohen's d value for the large effect was 0.8. Just wondering if this could be a mistake?
Thanks!
Relevant answer
Answer
Hello Dijana,
What you have found is a very large effect size (a mean difference of over 4 pooled standard deviations); that doesn't make it wrong, just large.
Jacob Cohen's guidelines for interpreting the d effect size statistic were intended as guidelines, not gospel, for those in the behavioral sciences (not physiological) who have no other basis to judge the magnitude of a difference when comparing two means.
Cohen would have been the first to admit that there is no substitute for strong understanding of the variables and population involved, as well as the implications for decision-making. Here's a simple example: If the price of a soft drink increases by 3 cents, that difference ("effect") is likely negligible to the individual consumer. However, if you are a vendor that sells millions of soft drinks a year, and cannot pass the price increase on to the consumer, this might well represent a "profound" effect size. So, context matters.
Good luck with your work.
  • asked a question related to Experimental Psychology
Question
3 answers
Wouldn't experimental psychology (the "lab" setting) have a necessary bias AGAINST the existence and availability of some SKILLS & against any thinking of (across/about) multiple circumstances?
I contend: There are some skills developed (or discriminated) across circumstances or between circumstances, that develop over more time and/or more circumstances (usually both), than can be detected or manipulated in the "lab" (using presently used procedures, at least) . AND, there may well be thinking of concepts FORMED (naturalistically) ABOUT existing or not existing "things" AND/OR (also) relationships (relatedness (or NOT)) which involve mentally comparing [representations] between situations/circumstances that are very important in REAL, ACTUAL conceptualizations and thinking (in real "internal" phenomenology -- though based on ACTUAL EXTERNAL SITUATIONS/CIRCUMSTANCES that could be seen if OBSERVATIONS were more realistic __and__ [(relatedly)] imagination about imagination was more reasonably thorough). WE CANNOT SEE THIS (presently); we may NOT MANIPULATE THIS action by the organism IN THE LAB.
There is no doubt we (including AT LEAST even older children) must, can, and do these things BUT WE CANNOT DETECT (measure)(yet, at present) any KEY behavior patterns related to such activities AND we cannot, and will not be able to, fundamentally manipulate such activities.
It is quite possible (if not likely): MOST HUMAN THOUGHT, realistically OR naturalistically considered, IS THEREFORE IS NOT THUS CONSIDERED (at all, or at all realistically) IN THE "LAB". (Thus, the existence of the homuculus (or humuculi) of executive control and all the "meta" this-es or "meta" thats -- NEITHER strange type of concept NECESSARY IN ETHOGRAM THEORY.)
This IS NOT A LIMITATION OF SCIENCE or OBSERVATION, but a limitation of the lab and of typical experimental psychology.
Based on testable particular hypotheses from Ethogram Theory:
I should add that [still], based on the nature of the Memories, at least THE INCEPTION of each new qualitatively different level/stage of cognition would occur at some KEY times and "places" "locally" in circumstances, i.e. could be seen within the time/space frame of the lab: AS DIRECTLY OBSERVABLE OVERT BEHAVIOR PATTERNS -- and these discoveries, by using new sophisticated eye tracking (and, perhaps, computer-assisted analysis) technologies (<-- these basically being our "microscope"). BUT, you would have to know what to look for in what sort of settings _AND_ (at the same time) be able to recognize the KEY junctures in ontogeny and the development of learnings that THESE shifts (starting as very basic and essential "perceptual shifts"; then becoming perceptual/attentional shifts) WOULD OCCUR.
Relevant answer
Answer
Here is some research on abstract vs concrete words and how they differ in situational specificity IN THE WAY I DESCRIBE IN THE QUESTION BEGINNING THIS THREAD. (The Ethogram Theory does not just hypothesize about qualitative shifts in cognition and thinking BUT THE SHIFT POINTS are directly related to the development of abstract though in particular -- thus expecting the nature of the concrete vs abstract concepts to be like in this Article):
  • asked a question related to Experimental Psychology
Question
14 answers
I am looking into using a divided field task, and we may need to purchase a chin rest. My question is simple. How do I go about getting one for a reasonable cost? This is a pilot study and we do not need something that costs thousands of dollars. The lab is also unlikely to continue using this kind of equipment once I graduate. 
Some key things that would help are: 1) The kinds of keyword searches that I should be using to avoid endless results about violins, 2) What should be some realistic expectations in terms of cost?
Also, to preempt any questions about what type of chin rest we need: If you know of something really cheap, I will make it work. Something that clamps to a table would be ideal but I am flexible on this point.  
Relevant answer
Answer
Here is a link to an in-house solution our lab put together for about $100. It's stable, adjustable, chinrest and forehead rest, and can be made with easy-to-order parts and a few tools.
(for another link see: https://samahalab.ucsc.edu/resources)
  • asked a question related to Experimental Psychology
Question
4 answers
I will try to keep this abstract:
10 treatment and 10 control samples were measured every other day over the course of ca. two weeks, for a total of 7 levels (including Day 0). The treatment samples were initially acclimated to a certain environmental condition and then transferred to a different environmental condition at the start of the experiment, while the controls were exposed only to the 2nd environmental condition. The purpose of the experiment was to determine at which point the treatment acclimated to the new condition, i.e. when does the treatment stop being different from the control?
Incidental information:
1) Seven different physiological variables were measured to track these changes, each with their own rate of change.
2) This experiment was performed on two different species, with the idea of determining which changes occurred faster or slower in each species. I am not particularly interested in comparing rates, though… I really just want to know how many days it takes for acclimation to complete.
Is repeated measures ANOVA the wrong approach? If so, what would you do? If not, how can I perform a post-hoc on only two groups?
Relevant answer
Answer
There are several problems.
1) Your question is ill-posed: it's impossible to show by means of statistis that the responses of two groups are identical. Instead, the question should be for the difference, and a judgement must be made if the data rules out possibly relevant differences.
2) Your "levels" are just different time points and there surely is a correlation over time (that is, the values taken at the different time-points are not really independent of each other). But ANOVA assumes just that the values between the groups / levels are independent. Instead, you should use a regression model (e.g. a spline model, if you don't have some sensible ideas about the underlying function to decribe the change over time). If the time-effect is not constant (what is likely) you might consider modelling the time-effect as relative to the time already passed (i.e. using a log-transformation of time).
3) If there are multiple physiological variables, it's not clear if they should be analysed separately (ignoring that they act on the same system!) or together (and if so: how? E.g. if some understanding about their connection is availabe, some kind of Bayesian network might be great model to help understand what is going on)
4) You did not mention it, but have you thought about an appropriate error model for the responses? Concentrations, for instance, may be reosonably well modelled using a gamma-distributed random variable. You should then also consider modelling relative effects (using a log-link to model the expected value). If the response is bound within a given interval, a beta-distributed random variable can be used (together with a logit-link).
I suggest contacting a local statistician to get your analysis on some solid grounds.
  • asked a question related to Experimental Psychology
Question
11 answers
Dear fellow researchers,
for my PhD project I want to build an app to fight climate change. In this app I want to show the CO2 footprint the user has and take them on journeys (a collection of tasks) to commit to a climate positive cause. To be more specific: I measure how much energy in your household is needed and give you all the data you need to change your energy provider.
Therefore, I would love to hear what features, ideas and functionalities you would absolutely want in a climate change app.
Kind regards,
Ben Lenk-Ostendorf
Relevant answer
Answer
Easy to use...
Simple interface
Low data demanding
To provide each user suggestion on how to change behaviour or how to invest to decrease energy consumption (direct or undirect)
  • asked a question related to Experimental Psychology
Question
3 answers
Hi, I am a german university student (business administration and psychology) and I am going to write my bachelor thesis.
I would like to research a correlation between stress and the language. For the following points I need your help:
- differently option for stress induction
- or unsolvable tasks for stress induction
- or questionnaire for stress induction
I know about the trier social stress test and the socially evaluative cold water stress test, so I need other options. The best way for me is, to have a computeraided stress test.
I hope you can help me and make my student life a little easier :-).
Best regards,
Timo Köhler
Relevant answer
Answer
You might like to try a variation of the unsolvable tracing task used by Roberts et al (2019). It's more typically referred to as a 'frustration tolerance task' or an 'ego depletion paradigm' than a stress induction per se, but it serves a similar purpose. Other challenging cognitive tests (e.g. serial sevens task) can also be used in the same way.
Source:
Roberts, A. C., Yap, H. S., Kwok, K. W., Car, J., Chee-Kiong, S. O. H., & Christopoulos, G. I. (2019). The cubicle deconstructed: Simple visual enclosure improves perseverance. Journal of Environmental Psychology, 63, 60-73.
  • asked a question related to Experimental Psychology
Question
5 answers
I am analyzing a data set of 100 subjects. I am looking at reaction time in different bins of 50 ms. However, each participants contains very few number of trials. I tried to group all trials from each subjects and treated all trials as if coming from a single participant. Is it correct? any other suggestions?
Relevant answer
Answer
Thanks Usman Rashid
Jimmy Y. Zhong
Daniel Wright . I will try to follow your valuable expert suggestion
  • asked a question related to Experimental Psychology
Question
3 answers
Thinking in terms of a social setting such as a dance, a concert, a meal, if an experiment were to be designed in such a way, how can the method be validated? Similarly, what role would reliability play in an experiment set in a social setting? How can you recreate social settings for further empirical study?
I would love to read some examples of studies if you are familiar with any!
Many thanks.
Relevant answer
You asked about the validity and reliability. These are the critical points. If you chose your subject from very dissimilar groups and settings there is a greater chance to get reliable data as well as external validity which is important for researcher who want to repeat the experiment. Check this out if it gives you advice: https://pdfs.semanticscholar.org/6462/54a1698a66aacb6eceb66c126309c3311997.pdf
  • asked a question related to Experimental Psychology
Question
3 answers
For example, if 200 seconds of images and videos were used in negative mood induction protocol, it is mandatory to have same 200 seconds for positive induction protocol or it can differ +/- 100 seconds or more?.
Relevant answer
Answer
If the duration of induction differs between conditions, the effects you might find, could be (solely) based on the participants being more tired or exhausted in one of the two conditions. In my opinion you should keep both conditions (or three if you have a "neutral mood" control condition) as similar as possible. That would include first of all keeping the duration of induction the same between conditions. However, you should also keep in mind that the ratio of images vs. videos, (visual) complexity of stimuli etc. could have an impact on how comparable your conditions are.
  • asked a question related to Experimental Psychology
Question
4 answers
Dear esteemed colleagues,
I recently conducted an experiment where I measure reaction time (RT) with a 2x2 factorial design. At first I tried analyzing the data using standard ANOVA, however I found no significant difference. I realized then that RTs have unique distributions; they are always positively skewed. After an extensive literature review, I concluded there are two most commonly used method to analyze RT, namely robust statistics and transformation. I tried using log transformation and yielded no satisfactory result. I am reluctant to transform the scores even further, worried that it may result in false significance. I am planning to try robust statistics, but I have difficulty understanding it. Do you have any recommendation regarding a beginner's guide to robust statistics? Or do you have other suggestions as to which method is better for RT analysis? I look forward to your answer(s).
Relevant answer
Answer
Frank Schmitz Thank you! I will consider using non-parametric test.
Ciro Rosario Ilardi Yes, that is possible. This is why I am reluctant to use value transformation method, I do not want a false significant result. Correct, I did not find any main nor interaction effect using simple ANOVA. Then I found that RTs should be analyzed using robust statistic, but finding it difficult to understand. Thank you for your suggestion, I will try using the simple-effects analysis.
Giuseppe Pellizzer Thank you! Indeed, I've read somewhere that GLMM is one of the most commonly used method to analyze RTs. Thank you so much for the reference, I will definitely look it up!
  • asked a question related to Experimental Psychology
Question
3 answers
I am interested in studying the minimal group paradigm (MGP; introduced in 1970s by Henri Tajfel) in the context of social categorization and prejudice. I was reviewing literature for the same. Is there any literature available on the topic that is in an Indian context or written by an Indian author(s). If not, could you suggest any studies from Asia, in general?
  • asked a question related to Experimental Psychology
Question
3 answers
I'm interested in improving my skills about image analysis and processing for experimental psychology purposes. I'm talking about matching low level features (contrast, luminance, spatial frequency) and analyze the images that i need to use for the sake of improving the paradigms.
I'm looking for some resources (article, textbooks etc..) with a good theoretical framework. i'm not able to focus the topic of these issues for a targeted research on internet.
Thanks
Relevant answer
Answer
If you are looking to start from first principles, something like "Spatial Vision, by Russell & Katen De Valois" might be a helpful primer on human visual perception: https://www.amazon.co.uk/Spatial-Vision-Psychology-Russell-DeValois/dp/019506657X
I don't know of any good, practical guides to psychophysical image processing, but there must be a few out there -- probably better off asking on CV-NET or VisionList for suggestions.
  • asked a question related to Experimental Psychology
Question
4 answers
Hello everyone,
I am an MSc student in Psychology and right now I am in search of a research idea for my thesis. I am interested in neuropsychology / neuroscience / computational neuroscience / cognitive robotics and therefore I want to do a thesis on one of these areas because I am planning on applying for a relative PhD. The problem is that unfortunately, my University lacks lab equipment and therefore, any ideas that I have had so far are not testable because they require lab equipment.
Therefore, I was wondering if there are any alternative experimental methods for research in these areas that do not require lab equipment and if they do, I can run them on my laptop or a University computer.
Any suggestions (either experimental methods or reading) are more than welcome.
Thank you very much for your time.
A. Sigalas
Relevant answer
Answer
PIs are principal investigators, basically leaders of research groups.
Ok then it doesn't work of course. For my MSc we were encouraged to write the thesis abroad.
  • asked a question related to Experimental Psychology
Question
4 answers
I would like to test whether or not environmental awareness (or connectedness to nature) improves after watching a short film (10-15 minutes). There are three different films and the design is a between subjects design (each participant will only see one film).
I see the following options:
1) Either use the same test before and after the film, but then they will be answering the same answers twice in a short time which may reduce improvement.
2) I split the test in half (by random or by design) and use one half first and then another half afterwards. This way each question should be answered only once. But the problem here is that the reliability of each measurement is lower as only half the items are used.
3) I use two different scales that aim to capture the same construct, one before and one afterwards. I could switch the tasks for half the participants to get an average baseline for each test.
4) I use just one scale after the intervention to just compare group means and not mean group improvements. May not be so bad as there will be 40 participants in each group (n = 120)
5) Baseline test a week earlier would probably be best, but not so easy to achieve organisationally.
Which should I chose?
Do any other options come to mind?
Thank you very much in advance.
Relevant answer
Answer
That very much depends on the properties of the scale you're using to measure the construct.
Option 1: I would not advise a retest after such a short period, especially with short scales.
Option 2: Depends on whether it is appropriate to do so. Ask yourself a few questions. How many items does the scale have, and what is the reliability of the full scale? If you decide that a smaller number of items would result in a decent level of reliability then you have to decide how to split the scale. A random split would probably not due the trick. Is the construct uni-dimensional? If it is not then a random split would be problematic. If it is, you should look at the item-total correlations and split the items based on that (for example the highest and lowest item-total correlation items in scale A, the second highest and lowest in scale B etc). This would be an attempt to have objectively parallel forms for measuring the construct. The choice depends on what metric properties are available to you from previous work. If you don't have enough data then you should conduct a study to reveal the properties. This could be done on a larger sample online.
Option 3: This would only be advisable if you have parallel forms, which I would assume you do not. You could construct new items to make a parallel form of the scale you have. This would again require a pre-study. You would have to do pretty much everything usually involved in scale construction and test whether this new scale is a parallel form.
Option 4: 40 participant per group is not a large enough sample size for you to assume that levels of the construct were the same for each group before your intervention. I've had samples of 40 people have a specific sub-sample of 25 people which pushed an effect and a replication revealed that this happened by pure chance. Depending on the scale you're using and the expected effect size you should aim higher. I can't recommend a specific number, but I would not aim at below 80-100 participants per condition, which I assume is not an easy recruitment target given that your current goal is a total of 120.
Option 5: Depends on how stable you think the construct is and what if any information you have about test-retest reliability. If the scale is short a week might not be suitably long (though it probably should be). My first thought was something of this sort, if you could run the first measurement online would that make it easier to organise? That way participants still need to come to the lab only once (keeping in mind all the pitfalls of doing the measurements by two different methods).
Would it be useful for you to get an idea of long term impact? If so, participants could fill out the scale and watch the video with the post-intervention measurement being a week later. Though since the video is only 10-15 minutes I expect you are interested in short term impact and do not expect measurable long term impact on the specific construct.
Personally, I would look into Option 2 which would probably be the easiest one if you have a scale which can be split in such a way, if I had time to do so I would look into Option 3 next because I don't need the same participants for constructing a parallel form and doing it online is really quick. Finally, Option 5 depending on how problematic would it be to organise and whether I would run the first measurement online or not.
No definitive answer but I hope it helps with the thought process.
  • asked a question related to Experimental Psychology
Question
6 answers
I am looking for a database that offers portraits of children that we would like to use in a research. Any information or resources would be most welcome!
Relevant answer
Answer
Hi, Lukasz. I have recenty used images of children that I downloaded from publically available modelling agency sites. I needed multiple images of each child so that was the easiest way to do it.
  • asked a question related to Experimental Psychology
Question
5 answers
Hi everyone.
I was wondering I could ask about gesture and sports perfomance.
I think that the gesture of some movements befor actual performance have some effect on following actual movement performances(accuracy, fluency, timing and so on).
In fact, in some sports, such as baseball, tabletenis or boxing, swinging bat or racket without real ball, or moving alone is poplar practice.
I found some gestrue studies involving speech and recognition for classification, but I couldn't find studies investigating if gestures, pantomimes or mimickings have influence to following action through experimental psychological methods.
It would be very great if anybody tell me about this research field.
Thank you
Takahiro Sugi
Relevant answer
Answer
Cunha, R. G., Torres, F. E., & Zângaro, R. A. (2018). Ground reaction force in the kinetic analysis of the sporting gesture shot in lower limbs. Revista Argentina de Bioingeniería, 22(1), 55-59.
Wakefield, E., Novack, M. A., Congdon, E. L., Franconeri, S., & Goldin‐Meadow, S. (2018). Gesture helps learners learn, but not merely by guiding their visual attention. Developmental science, e12664.
Ciman, M., & Wac, K. (2018). Individuals’ stress assessment using human-smartphone interaction analysis. IEEE Transactions on Affective Computing, 9(1), 51-65.
  • asked a question related to Experimental Psychology
Question
3 answers
Does anybody know a good source for finding an appropriate ego depletion task? I am looking for some kind of review/overview that summarizes and describes different types of tasks used in previous studies.
Relevant answer
Answer
Hi,
Take a look at the attached research method.
  • asked a question related to Experimental Psychology
Question
3 answers
I am currently searching for some conference, congress or workshop in the field of experimental psychology and methods or cognitive psychology in the time span from octobre 2018 to march 2019. Any ideas or recommendations?
Relevant answer
Answer
EPS in London (3rd to 4th of January): https://eps.ac.uk/next-meeting/
I will probably be there.
  • asked a question related to Experimental Psychology
Question
4 answers
I want my participants to evaluate a video (only bidimensional scale) in real time, because of logistical issues that need to be online, does anyone know of an online platform to do this? or if I can send them a link where they can open it and perform it? Thanks!
Relevant answer
Answer
You can do this in www.Gorilla.sc easily. Gorilla is a cloud platform specifically designed for running behavioural / psychology experiments online.
The example below - which you can access with a free account - shows a video and you're collecting the participants judgement from a slider every x seconds.
(COI: I created Gorilla)
  • asked a question related to Experimental Psychology
Question
10 answers
Hi all. I have a stimuli set of pictures, all human faces. I need to create a new scrambled version of every one of them, while keeping the same luminance of the original photo. What software do you recommend? What's the more effective way to scramble them? Thanks!
Relevant answer
Answer
I think this will be a great reference for you
(MATLAB code link is also embedded in the article)
  • asked a question related to Experimental Psychology
Question
2 answers
Currently i´ve been working on the replication and adaptation of a computerized memory test using OpenSesame open access software but unfortunately i have some troubles with the script code.
I really appreciate some help, any comment would be useful.
Relevant answer
Answer
Thank you Hiran, i already post my issue on that blog.
  • asked a question related to Experimental Psychology
Question
5 answers
I'm interested in estimating the tendency to lapse on the trait level per participant. For this I need a list of well established experiments, that have a good amount of literature behind them (e.g. psychophysical experiments, specific forced choice tasks, etc.).
The idea is for a given participant to take part in multiple experiments and to then estimate parameters within the participant. I am specifically looking for experiments that can be modeled with mixture-modeling, but even if it hasn't been done yet, that's not necessarily a problem (I'll just have to come up with an mixture-model on my own in that case for that given task).
Any and all suggestions would be much appreciated!
Relevant answer
Answer
I´m sorry for my english.
Search the studies of Juan Camilo Cardenas; he had a lot of work in experiments wiht local groups. Now dont have time, but we can talk later.
Good day.
  • asked a question related to Experimental Psychology
Question
7 answers
Let me describe my experimental question:
I actually have 395 children for which heart rate variability have been measured when sitting and observing for a runner.
DV (rMSSD/ continuous variable)
IV1 age (12, 13, 14, 15, 16, 17, 18/ categorical)
IV2 condition (still, speed1, speed2/ categorical)
IV3 children sex (male, female/ categorical)
IV4 runner sex (male, female/ categorical)
I would like to know if there is an interaction between condition and age on VD. An important thing is that the number of children is not the same for each age class.
Could you give me some advice on the best analysis to conduct?
Thanks
Relevant answer
Answer
I wouldn't take age as categorical.
Also speed seems to be better represented as a numerical (quantitative) variable. As you distinguish only 3 different speeds, categorical could be ok, but even from the design of the experiment I would allow a continous speed range and use the actual speed as a numerical variable in the model.
That would make the interpretation of the model far easier.
I don't see that one child was tested several times (e.g. at different ages, in different conditions or for different runner sexes). If you don't have any other variable (you didn't mention) that would influence "blocks" of measurements (leads to a "correlated variance structure"), a mixed model is not appropriate.
A model containing only categorical (nominal) predictors is usually called an "(multiway-)ANOVA model", a model containing only numerical predictors is usually called a "(multiple-)regression model". Models combining numerical and categorical predictors don't have such names. These are "(general) linear models", and the model structure is to be explained, e.g. by giving the model formula.
All model variations mentioned have in common that they assume that the conditional distribution of the response is normal. For your response (rMSSD), this assumption seems not very sensible (see e.g. https://www.hrv4training.com/uploads/1/3/2/3/13234002/5841403_orig.png -- that seems to better fit a gamma distribution). One may argue that a sample size of about 400 is large enough to justify that the CLT will render this irrelevant. But you should also make yourself aware that your "full-factorial" design would have 7 x 3 x 2 x 2 = 84 different "subgroups" (for which each one coefficient has to be estimated) with an average size of only about 4-5. Another reason to consider using age and speed(condition) as numerical predictors (reducing the number of coefficients in the model to 2 x 2 x 2 x 2 = 16).
  • asked a question related to Experimental Psychology
Question
5 answers
I want to compare two populations, but we can only measure 6 participants at a time at most (the total sample is larger of course). Therefore running the task classically is difficult.
A possible solution is having participants play against an algorithm (tit-for-tat, or adaptive pavlov). However, I can't find any literature of humans vs. algorithm in the prisoner's dilemma.
Am I missing something?
Relevant answer
Answer
Hi David,
Thanks for your input!
I looked at some of his research, yes.
I followed your suggestion and zeroed in on Axelrod's work. However, it's all simulations as well. Always algorithms vs. algorithms.
Oh well, thanks nevertheless!
  • asked a question related to Experimental Psychology
Question
1 answer
I'm designing a research project for my experimental psychology class on the calming effects of a baby swing with the swinging and music it plays being in sync. Ive already decided I'm going to measure its calming ability through the change in cortisol levels in the infants blood when its stressed and then after being in the swing.
I need to figure out a way to stress out an infant in a way that raises its cortisol levels, but also is considered ethical. Any recommendations would be greatly appreciated!
Relevant answer
Answer
You can consider using a process similar to the one used by van Bakel and Riksen-Walraven (2004) wherein infants encountered a stranger and a scary moving robot toy to induce stress. Article title is "Stress Reactivity in
15-Month-Old Infants: Links with Infant Temperament, Cognitive Competence, and Attachment Security". At the least, this article could give you a starting point for ideas!
  • asked a question related to Experimental Psychology
Question
5 answers
In my study, participants are required to perform an online hazard perception test. During the test they will either have to do a voice-command to Siri / Google assistant, a tap-based command on their phone, or nothing (control). For example, they may be asked to set an alarm.
So there are 3 conditions. It is a within-subjects design, I want all the participants to participate in all 3 conditions. I am just struggling in working out how many participants I need, and how many trials they will need to perform in each condition.
alpha level = 0.05
I'm unsure how to calculate cohen's d etc.
many thanks
Relevant answer
Answer
Since you are wanting numbers for trials nested within people, and for number of people in each condition, and you are at Bristol, have you thought of using http://www.bristol.ac.uk/cmm/software/mlpowsim/?
  • asked a question related to Experimental Psychology
Question
2 answers
This may be a silly question but I am new to quantitative psychology experiments! I am looking to conduct an experiment which uses stimuli from 4 different groups of people. These will then be used in 3 blocks (a different question is asked of the same stimuli for each block). Is there a way to determine the number of stimuli that should used from each group for the experiment to be valid?
Relevant answer
Answer
Thank you your answer. There are three groups (late diagnosed ASC individuals, early diagnosed ASC individuals, and neurotypicals. Each will produce a 5sec film which will be used as stimuli. There will then be 3 blocks whereby a separate group rate these videos on three different factors (one per block). I hope that makes sense!
  • asked a question related to Experimental Psychology
Question
2 answers
In experimental psychology, what is the difference between within- and between-subjects experimental designs when you calculate effect size? Is there any empirical knowledge in the field about this?
Relevant answer
Answer
Thanks a lot, Vladimir, for the link and the attachment!! Very helpful
  • asked a question related to Experimental Psychology
Question
6 answers
I have to do a replication study on a model. How much different should it be from the original research? Obviously, it is going to have some aspects similar to the original research, but, in order to make the replication study meaningful, some new perspective is also expected. So my question has two aspects, regarding how much difference is expected so that the study is considered a replication and what novelty should be there.
First aspect: Which differences are acceptable? Like in respect to sample size, gender distribution of participants, age range, geographic distribution, cultural variations, study design etc.
Second aspect: What novelty can I add in the replication study? Like in respect to statistical analysis, study design etc.
Relevant answer
Answer
You want the sample size in the replication study to equal or exceed the original. If you are thinking that your results might contradict the findings in the original study, then having a much larger sample will help your cause.
The experimental design needs to be the same, or at least the core of the study needs to be the same. So the original study looked at fertilizer treatment on plant growth for 4 different weeds. You need the same fertilzer (maybe a different manufacturer, but same elemental composition), and same weeds. If you want to, there is no harm in adding another 3 weed species, or adding another fertilizer treatment. The original measured plant height, root biomass, and seed weight. You need to have those same measures, but you are free to include chlorophyll activity, and stem diameter. The problem may come in the analysis, because you now have replicated the original study (analysis 1) and have added more data (analysis 2). Somehow you will have to cram two experiments into the space reserved for one. It is hard to get a 60 page manuscript published. Depending on the original and your replication you might get two manuscripts out of one project.
First aspect: It depends on the research question. Does it make sense to conduct the same survey in Los Angeles and a replicate study in Lhasa 20 years later? It also depends on how the conclusions in original research was phrased and how it is percieved now. If the original methods selected only males, and drew conclusions about people in general, then your study should have a core section of males and additionally include females if that makes sense in the context of your goals or modern norms. The same goes for age, ethnicity, religion, and so forth.
Second aspect: You can add any novelty you like. Be careful that the added novelty is either a small addition (a couple of paragraphs) so that the overall manuscript length is not excessive, or that it is substantial and you are getting two manuscripts. The first manuscript is the retrospective, the second manuscript extends the results or restricts them. It is possible to do a confirmatory study where you take one conclusion from the original and try to replicate those results. The problem is that the outcome of any analysis may depend on the variables entered into the model. So if the original study modeled y=x1 + x2 + x3 + x4, and you only measure y=X2+x4, then you should expect your results may be different just because X1 and X3 are not in your model. Maybe in your population X1 does not exist. In that case, you need to be careful that the presentation of the original research was strong enough that you can correct (extract) the portion of results pertinent to the new population.
Can you get the original data from the original research, or are you stuck with trying to estimate LSmeans and standard errors from a bad xerox copy of the article?
  • asked a question related to Experimental Psychology
Question
4 answers
On p. 12 of Fritz Morris, Richler (2011) in their article Effect Size Estimates: Current Use, Calculations, and Interpretation, they say, "The z value can be used to calculate an effect size, such as the r proposed by Cohen (1988); Cohen’s guidelines for r are that a large effect is .5, a medium effect is .3, and a small effect is .1 (Coolican, 2009, p. 395)." Shouldn't r be squared to determine the effect size with nonparametric data? Does anyone have a source to verify or refute this sentence?
The article can be found in the Journal of Experimental Psychology: General.
Relevant answer
“A Call for Greater Use of Nonparametric Statistics,” pages 13-15. The authors (Leech & Onwuegbuzie) Grissom and Kim (2012) have some effect size estimators for nonparametric statistics. For the two-group independent samples design, the Mann-Whitney U statistic and then divide it by the product of the two sample sizes. That is, the probability that a score randomly drawn from population a will be greater than a score randomly drawn from population b.  here you have a web calculator for your need. Non-parametric need Mann-Whitney or Wilcoxon
  • asked a question related to Experimental Psychology
Question
9 answers
I've attached a figure depicting an interaction between one within-subjects variable (training) and one between-subjects variable (respite experience).  This is output from a repeated measures analysis with one between-subjects variable employed.  How do I compare specific points on this graph post-hoc?  For example, what if I want to know if the two respite experience groups differ at training Time 1?  Or perhaps I want to know if respite group 1 has changed from Time 1 to Time 2.  I know I can run simple t-tests to answer these questions, but isn't it a better practice to set up some contrasts?  I have a Ph.D. in experimental psychology with a minor in statistics but it's been 15 years since I've analyzed data and written results for academic purposes, and I just don't remember how to set up the contrasts.  Thanks.
Relevant answer
Answer
Dear Lynn, according to my understanding (if correctly) you will be running a 2 (training 1 vs training 2 - within subject) x 2 (experience 1 vs experience 2 - between subject) mixed ANOVA. While inputting the data, in the first column, you need to 'label' the experience group to 1 and 2 because they are between subject factor; whereas for training 1 and training 2, you will have two different columns for them because they are within subject factor.
After inputting the data, you can run a 2 x 2 ANOVA, where mainly the output will tell you whether there is 1. significant main effect of training 2. significant main effect of experience and 3. whether there is a significant interaction between training and experience.
If it turns out to have a significant interaction between training and experience. You need to run posthocs, and in this case you probably will run 2 paired-samples t-tests (within subject) to compare whether there is differences between Training 1 and 2 for Group 1; and same for Group 2. Then you will run 2 independent samples t-tests (between subject) to compare whether there is differences between Group 1 and 2 for Training 1; and same for Training 2. 
Hope this helps, and sorry if it is not : )
  • asked a question related to Experimental Psychology
Question
3 answers
There seems to be a handful of papers on single-subject resting-state fMRI data but not for EEG data. Is this simply because it is too variable to be done? If not, what are the things to watch out for in data collection and in analysis?
Relevant answer
Answer
The team at University of North Texas is doing this. Contact Jesus Rosales for more info.
  • asked a question related to Experimental Psychology
Question
8 answers
I planning an experiment and need some feedback. I will test how well a test person react to a moving object. The object will be presented in three different forms. The interaction between the test person and the object will be via a computer “game”. I will not go into details but would just like to get general recommendation about the experimental design.
The object will be presented in 3 different forms each moving across the screen separately. The test person have to detect and respond to the moving objects (3 different forms that varies in detectability). I will score how successful the test person is to respond (success vs. no success).
Response variable, binomial: ‘success vs. no success’
Explanatory variable: ‘form of the object’ (3 object categories w/different difficulty levels)
Co-variable: ‘Age of the test person’, although I consider to have students with approximately the same age to elude this variable.
Co-factor: ‘Gender of the test person’
Random effect: 'Test person ID'
I would like to get recommendations about:
1.      How many survey participants (test persons) do I need?
Each test person will only be tested once (i.e. one trial). In one trial, I will repeat each object category a number of times in a random order.
2.      How many times should each object category be repeated?
The 3 object categories have different difficulty levels, by repeating them I will get a sufficient sample size. Although, the drawback by repeating them is that the test person will also improve his/her search image and become more effective. This could be controlled for by including a “time” or “stage” effect as a co-variable.
I would like to get the right balance between the number of survey participants and number of repeated moving objects per trial. 
Best regards,
Ronny
Relevant answer
Answer
Just some thoughts on the design. Given that I have about 50 participants and that each only perform the test once with the 3 different forms presented. To avoid "predator learning", i.e the participant become more efficient on the third compared to the first due to learning, I consider the following:
What wwill be best? 
1. The 3 different forms comes in random order for all participants, with random each combination will not be 100% equally represented in the final data set. 
OR
2. The 3 forms comes in a fixed order, although the order change for each participant (the order is hidden for the participants ). Constructed so that each combination is equally represented in the final data set. 
  • asked a question related to Experimental Psychology
Question
4 answers
We have the opportunity to build a new laboratory for our psychological experiments with eye-trackers, emotion recognition, psychophysiological parameters, virtual reality devices and so on.
To get a real good laboratory, we want it to be soundproof, to have light control, temperature control, and moisture control. Especially, the to build it soundproof seems to be a bigger problem.
Does somebody know about a soundproof laboratory for psychological experiments?
Does somebody know about a analogous structure that could be adapted to an optimal psychological laboratory?
Thank you very much for every useful hint and detailed information.
Best regards
Egon Werlen
Relevant answer
Answer
Hi,
I have built many sound-proofing rooms for both human and animal (rats) subjects.
I have also built Faraday cages with built-in sound proof rooms.
Ideally what you want to have is a so called "acoustic anechoic chamber":
but in practice is difficult to have because it's too big and expensive.
The idea is that you want to have an internal layer of a material able to absorb the sound waves generated inside the room without giving too much (possible zero) back-scattering. You can do this by using special panels that breaks the acoustic wave-front. Such panels, like these ones:
makes a so called "impedance matched" acoustical load: because the wave reaching those surfaces will be, ideally, not reflected by them this simulates an infinitively big environment with no echoes. Proceeding describing the room from the inside to the outside, next you want you want to put some (at least one or two, more is usually not necessary) layers of foamy + heavy sandwhich of phono-absorbant materials, like soft foam and lead. Those layers will work as an acoustical filter: in a simple model, the compliance of the foam and its damping coefficient plus the inertia of the lead will damp the acoustical waves as a 1st order filter. The reason for putting more layers of these sandwiches is to increase the order of the filter, so you filter more. If you put, for instance, such symmetric sequence of layers: foam - lead - foam - lead - foam, then this filter is also bi-directional, therefore you guarantee the acoustic attenuation from inside to outside and viceversa:
Read the datasheet of the product to find out the acoustical attenuation and transfer function suitable to your problem. In the end, you can verify the attenuation with a phono-meter.
You don't need the cone-like or wedge panel outside.
You can easily build the mechanical structure holding all this by means of Rexroth bars or similar modular structures:
You can put plywood panel as last, external, layer in order to use it to anchor the sound-proof panel. You can also use some gross metal mesh (e.g. mesh size = 1cm) in order to keep all the foamy and soft layers together (otherwise they are so soft they will fall down). Do not enclose the foamy layers between two rigid layers (e.g. two rigid layers of plywood or metal) otherwise they are useless.
This is, in short, a general guideline to start from in order to make a simple but effective acoustic chamber.
  • asked a question related to Experimental Psychology
Question
8 answers
Hello,
I want to use a paradigm where subjects have to detect near-threshold targets in flickering noise at random moments, but without any classical trial structure, meaning that there is a continuous sequence of stimuli. The continuous structure with no trials has the consequence that I cannot compute sensitivity (d’) in classical signal detection framework: There is no number of stimulus absent trials and thus no probability to respond yes when there is no target (P(yes|absent)). In other words, although I have number of false alarms, I cannot translate this to false alarm rate, and am dependent on hit rate alone.
Does anyone know a potential measure alternative to d’, which could help me in this situation to quantify the participant’s perceptual sensitivity? I would appreciate any hint or idea.
Best regards,
Nicolai
Relevant answer
Answer
I am not sure that I understand your paradigm fully, but if there are several different stimuli, an alternative to d' (and SDT altogether) is percent-correct and the body of theory behind that.
  • asked a question related to Experimental Psychology
Question
9 answers
 We brought a few good response boxes, happily began  running our experiments with them and yes they reduce RT's by an average of ~40ms but they also really f%$#ked up a few of our rt effects that we have replicated numerous times using keyboards as response media. for example, we have repeatedly shown that inserting a >300ms temporal lag between an action and its perceptual effect "kills" the speeding up of the response (vs. a no own-action effect condition). using the response box -- participants with the 450ms lag actually performed faster than the no effect group. any thoughts? similar experiences?
Relevant answer
Answer
Hi,
First, did you test the accuracy of the response box? In the past we wrote a simple script that turns the screen from black to white with a key press. We measures the time the screen was using Oscilloscope and we compared it to the times from the recording elicited by the keyboard/response box. It can give you an approximation of how reliable your response box is VS the keyboard.
  • asked a question related to Experimental Psychology
Question
3 answers
I would like to find a reference demonstrating empirically how long after an elicitation event (e.g., frightening someone), does the elicited emotion last within the individual. I am referring here mostly to facial expression generation studies.
Relevant answer
Answer
Dear Mani,
Thank you for your reply. It seems I am not the only one having a hard time finding a paper that measures post-elicitation duration. I wonder if searching the neuroimaging literature would prove more fruitful.
All I care about is at least one paper that mentions how long after an elicitation event does the cognitive-affective induction cease (as in, the participant returns to a neutral state).
  • asked a question related to Experimental Psychology
Question
4 answers
I am trying to desing an experiment to establish the relationship between Inhibitory Control and Theory of Mind, and I would like to know if somebody has used similr experiments. My hypothesis is that Inhibitory Control modulate the expression of theory of mind. Your help will be valuable for me.
Thanks
Relevant answer
Answer
Dear Stephen,
Thanks for the paper, it will be helpful.
Regards
  • asked a question related to Experimental Psychology
Question
4 answers
I have recently programmed a Stroop and Vigilance test on E-Prime for use in my PhD, however I am struggling to program an auditory-visual dual-task. Ideally it would require participants to respond rapidly to visual and auditory (i.e. two different tones of beeps) stimuli, randomly presented. I would be grateful for any advice on this - many thanks in advance.
Relevant answer
Answer
Dear Kate, I do not know about e-prime. But have a look at SciCovery.  I think this is the future for this type of experimentation. Easy to program and you can do the experiments worldwide. Best Peter
p.s. I'm part of that company, explaining my level of enthusiasm. :)
  • asked a question related to Experimental Psychology
Question
4 answers
I am working with DMDX to record vocal responses. With four stimuli, everything looks fine, but with 5, the program just stops working.
Relevant answer
Answer
Johnathan maintains an active listserv for his DMDX program: http://www.u.arizona.edu/~kforster/dmdx/list_serv.htm
Tell him I recommended you to join = )
  • asked a question related to Experimental Psychology
Question
3 answers
I am hoping to run a cognitive load manipulation while participants respond to an attribution questionnaire. However, rather than using a typical working memory task where participants are asked to memorize and recall a string of digits while responding to the questionnaire, I would rather have a distractor task such as a string of digits appearing and participants have to press a key if they see the digit "5" for example. Does anyone know of a program where I can run this type of task? 
Relevant answer
Answer
Dear Joanne,
I agree with Peter König that a visual search task interferes with reading the questionnaire. So I would use an aural search task, which can range from detecting high tones (easy) to detecting a specific rhythm pattern in a stream of beats (difficult). Or let the subjects verify spoken arithmetic problems (e.g. "three plus four is nine"). 
  • asked a question related to Experimental Psychology
Question
4 answers
Hi,
Can anyone tell me if there's a specific range for the immobility time/percentage that 'normal' adult C57BL6 display in the Porsolts Forced Swim Test (5 minutes analysis, only one trial of the test performed i.e. no priming 24 hours previously) ? The graphs in papers seem to show widely varying values.
If anyone has performed the experiment in multiple instances, how much variation do you observe in between these experiments wrt the immobility values?
Thanks!
Sourish
Relevant answer
Answer
Dear Sourish,
In case of mice, there is only one 6 minutes trial in which the first 2 minutes is not considered for evaluation and the next 4 minutes is considered for behaviors such as immobility, climbing and swimming. 
Another important thing is that you need to do some experiments (both FST and Open-field test, n= 6-8) to assess the average immobility time of your C57BL6 mice. To do this, you need to consider some factor such as the SEX of animals and  AGE of animals. If you are doing FST on female mice, please note that you need to report it in both estrus cycles of animals because the effects of hormone on the immobility time. Please note that adolescent mice have different behavior in comparison with adult animals. Also, there are some other factors that are important such as time of the test. For example, it is important that you are doing the test in the dark cycle or in the light cycle of these animals. 
And finally, there is no normal or accepted immobility time among different mice strains or even for C57BL6 and you need to optimize the test in your LAB. There are some papers that may help. Good Luck
1- Forced swimming test in mice: a review of antidepressant activity. 
DOI: 10.1007/s00213-004-2048-7
2- Assessing antidepressant activity in rodents: recent developments and future needs
DOI: 10.1016/S0165-6147(02)02017-5
  • asked a question related to Experimental Psychology
Question
1 answer
The dual-task will comprise of a simultaneous auditory digit span [DS] and a visual response time [RT] test. Participants will hear a series of five, seven and nine-digit sequences that are presented in a random order, but will remain consistent for each participant. Participants will be asked to verbally repeat back the digits 2-s after the onset of the final digit in the correct order, with a time-limit of 1-s per digit to recall the sequence, and awarded 2 points for every correct digit recalled in the correct place and 1 point for each correct digit in the incorrect location. 1 point is deducted for each digit recalled that was not in the original sequence. The accuracy score is then converted into a percentage. Whilst engaging the auditory task, participants will simultaneously partake in a visual RT test which involves an image of a small football being randomly presented for 200ms on a white background in one of four quadrants of a computer screen. Participants will be required to press an allocated button with their dominant hand in response to the stimuli as quickly as possible. Images will be presented in pseudorandom interludes between the words “ready” and “go” on the DS test, and will appear 750-1,000ms prior to the onset of the next auditory stimulus. During each test, 96 footballs will be presented and reaction time score will be recorded as the average time (ms) taken to respond to the stimuli across these trials. 
Any help would be much appreciated! So far I have four slides with the football image in each quadrant... so I've got a long way to go!
Relevant answer
Answer
Kate hi,
If you are not tied to ePrime, then you can easily implement such dual task in our software, EventIDE (www.okazolab.com). In fact, we have already have a template for a similar task that can be converted to yours by adding the football images.  As a bonus, you can use a voice onset detection and speech recognition that would allow to measure and evaluate the voice responses in the fist sub-task automatically. Optionally , you can  monitor participant's performance (e.g. a plot of the accuracy score) in real-time on the second monitor. 
If you like, I can send you a working dual-task template for a trial and help with adding the football images.
  • asked a question related to Experimental Psychology
Question
9 answers
What sort of tests or scales are there to test how moral people are or not, by any definition?
There is the famous trick or treat objective self-awareness test where children were told to take one sweet (candy) in the presence and absence of a mirror (Beaman, Klentz, Diener, 1979).
There is another test where a confederate drops stuff in a corridor and sees whether passers-by stop to help to test helping behaviour (e.g. Monk-Turner, Blake, Chniel, et al., 2002)
There is the lost letter test (Milligram, 1965).
Research on eye staring posters (pictures of eyes) used a coffee donation piggy bank as a dependent variable  (Ernest-Jones, D Nettle, M Bateson, 2011).
I have used test time limit cheating measuring how much longer after a test time limit will subjects keep responding (Heine, Takemoto, Moskalenko, Lasaletao, Henrich, 2008), but as with all the above subjects have to be test individually, in a lab or in the wild.
I am looking for a test/scale/questionnaire but there is "the liar paradox" sort of problem in that liars and other immoral people say that they are not.
E.g. Guttman (1984) found that religious school children were more moral on paper but cheated on a test more than secular children.
The Over claiming Questionnaire by Del Paulhus is a measure of self-enhancement but may also show how much of a dirty liar people are:-)
My students and I developed a liar test based upon a similar idea asking whether subjects had done really bad things and then mixed in some questions such as "Told a lie to a friend" and rated "never" responses as indications of immorality (based upon FBI lie-detection technique which uses similar questions to calibrate lie responses). It is in Japanese but I could translate it to English if anyone were interested. It correlated with something.
Perhaps an "intelligence test" or "kindness test" with incorrect "the best answers" on the obverse or upside down at the bottom of the page, and see the extent to which subjects use the wrong answers in an attempt to bump their score (especially they are told their score is going to be made public.
Suggestions of other tests and scales would be gratefully received.
Relevant answer
Answer
Hi Timothy!
You ask for morality tests sales, and point to some of them. In addition are other ones in offer.
Let me begin by saying that any answer to your question greatly depends on many issues: The age of individuals  whose moral behavior/thinking you want to assess, and the type of morality (e.g., justice-oriented a la Kohlberg, or care-oriented a la Gilligan) you are interested in, are but two examples of such issues.
I know of several scales that try to evaluate the individual's moral reasoning. I say to evaluate or assess, not to measure, because, I think, no psychological instrument measures the individual's competence in any psychological domain. To measure means to attain a degree of rigor that it is not possible in psychology whatever. This rigor only exists in the so called "hard" sciences, as is the case of physics, geometry, mathematics, and the like. Note, for example, that psychology is pervaded by many Likert-scales, which are generally based on self-reports. The results obtained are often treated as if they were, say, interval, not categorical or ordinal, results. Note also that in a Likert-scale, a given score, 30, for example, can be obtained by answering differently to the several items of such a scale. This clearly shows that such a scale does not really give us interval data, even though such data are often subject to parametric statistical analyses, such as ANOVAS, MANCOVAS, and the like. This statistical procedure gives us an illusion of rigor that does not exist in psychology (see, for example, Paul Meehl, 1978). As Wittgenstein once remarked in his famous Philosophical Investigations, in psychological there are experimental methods, but conceptual confusion.
With these caveats in mind, I turn to your question. Kohlberg's interview and scoring system is perhaps the most known and deep tool to assess the individual's moral reasoning/behavior. I say  reasoning, not only behavior, because no behavior can be considered moral or immoral when we do not take into account the moral reasons underlying such a behavior. Kohlberg's verbal interview and scoring system is, for instance, only at the reach of Kohlbergian experts and consumes much time and effort. Because of this, James Rest put forth his Defining Issues Test (i.e., DIT), which is relatively easy to apply and is an objective, and group-administered  questionnaire .The DIT 1 (and now the DIT2)  is, nowadays, the most used tool to assess one's moral reasoning. Note that Kohlberg's method is difficult to apply to individuals under 10-11 years of age, and Rest's test, to individuals under 12-13 years of age. Neither Kohlberg's method nor Rest's test are, as it were, short "scales". In addition to this, both tools are mainly justice-oriented and appeal to hypothetical moral dilemmas.  Because of this, Carol Gilligan (1982) advanced a care- oriented tool. This tool is not either, so to say, a short "scale", nor is it suitable for children under adolescence. However, it deals with real-life, instead of hypothetical, moral conflicts, choices and dilemmas.
The Piagetian moral stories (see Piaget, 1932, The moral judgment of the child) may be considered a short "scale" of children's moral heteronomy and moral autonomy, a "scale” suitable for children aged between 4 and 12 years.
To assess children's sense of justice you can employ the following scale: The moral development scale by W. Kurtines and J. Pimm (1983). The moral development scale: A Piagetian measure of moral judgment. Educational and Psychological Measurement, 43, 89-105. See also Pimm, J., Kurtines, W., & Ruffy, M. (1982). Moral development in contemporary American and Swiss children. Archives de Psychologie, 50, 225-235, and Kurtines, W., and Pimm, J. (1983): The moral development scale: Unpublished Manual. As its title shows, this scale is a Piagetian-oriented scale. It is suitable for children aged between 3-4/9-10 years and allows you to easily classify a child as oriented to moral autonomy or to moral heteronomous.  Although being a Piagetian-oriented scale, the scale is standardized, and hence, it also allows you to attribute a numeric score (from 0 to 30) having to do with the child's sense of justice. In Pimm, Kurtines, and Ruffy's words, the scale allows us to see "... to what extent [the child being interviewed] gave up of his/her moral realism and acquired a sense of justice" (1982, p. 226). More importantly, the moral development scale is, say, referred to a criterion, not to a norm. Note that the majority of mental tests are referred to a norm, not to a criterion. Developmental tasks, such as Piagetian tasks are always referred to a developmental criterion, not to a norm
Other RG researchers could suggest the moral-conventional transgression task by Turiel and his colleagues. This task, however, assesses the child's distinction between morality and social convention. As this distinction appears even in children as young as 3-year-olds, and such a distinction does not change over time, I do not see such task as a suitable task to assess the subject's sense of morality.
Nancy Eisenberg (1982) has developed a questionnaire to assess the individual’s prosocial reasoning. Contrary to moral reasoning a la Kohlberg or perfect and negative duties a la Kant,  for example, Eisenberg’s questionnaire deals with positive moral reasoning and behavior (e.g., sharing, helping, donating, comforting), not with negative immoral behavior such as hitting, lying, stealing and the like.  Eisenberg has distinguished among several categories of prosocial reasoning, such as hedonistic reasoning, others’ needs-oriented reasoning, social approval- oriented reasoning, and so forth.
A way of assessing one’s moral reasoning can also be found in the literature on the “happy-unhappy victimizer phenomenon”. In studies on this phenomenon, there are a victimizer who gets some tangible outcomes after committing an immoral act (e.g., to steal a chocolate bar from another individual) and an innocent victim, who is deprived of some of his/her goods (e.g., a chocolate bar).  Participants in such studies are asked to attribute positive (immoral) emotions (e.g, the victimizer feels good and happy because s/he got what s/he wanted) or negative (and moral) emotions (e.g., the victimizer feels bad and unhappy because s/he committed an immoral act) to the transgressor at hand. Findings have generally found that young children (under 5 years, for instance) tend to attribute positive emotions to the victimizer, whereas older children tend to attribute negative emotions to the victimizer at hand.
Of course, there are many other ways to assess one’s moral thinking and behavior. I am fully aware that I only pointed to some of them. Even so, I hope that my considerations are of help to you.  
Best regards.   
  • asked a question related to Experimental Psychology
Question
6 answers
I am looking for a free matrices-type IQ test to use it in my research. I have searched the literature but tests that I usually encounter, such as Raven, are quite expensive, and I am looking for a more affordable alternative. Please let me know if any of you have ever used or are aware of a different test that corresponds to my description.
Relevant answer
Answer
It is still not too late so thank you for that. I will check what they offer.
  • asked a question related to Experimental Psychology
Question
9 answers
I would like to keep my animals group-housed after they have been implanted with a microdrive array for electrophysiological recording. So far, we started singly-housing them right after the surgery to exclude the risk of other animals chewing on the implant. However, as we are investigating social behaviour, group-housing would be desirable. Does anyone have experience with group-housing them after implantation, for example in customized cages?
Relevant answer
Answer
You might also look at the following article:
Versatile 3D-printed headstage implant for group housing of rodents.
J Neurosci Methods. 2016 Jan 15;257:134-8. doi: 10.1016/j.jneumeth.2015.09.027. Epub 2015 Oct 9.
  • asked a question related to Experimental Psychology
Question
3 answers
  • For example applying breaks
  • Preparatory behavior involved in it
  • role of automaticity and readiness
Relevant answer
Answer
If I understand the nature of your question, it seems possible that these automated actions are occurring essentially neurologically identically to the automated, and automatic, actions of walking.  As both involve movement and spacial adjustments maybe the brain at some point in the development of driving expertise starts treating them the same.  It would be worth a look anyway.
  • asked a question related to Experimental Psychology
Question
4 answers
Thank you for your time and effort.
In an operant conditioning experiment where a animal is presented with stimuli on either the left or the right side for around 150 trials a day, is it OK to use a truly random series or should one control for the number of consecutive left or right presentations? I know that in the long run they will be fairly equally distributed, but I am worried that long consecutive runs of the same side will disturb my experiment. Especially when these occur early during training. Should I use a Gellerman series like approach?
best
Nils
Relevant answer
Answer
Hi, Nils. I have the same intuition as you that long consecutive runs of the same type of trial could disturb the outcome of a training treatment. I'm used to divide my training sessions in 8 blocks of four trials each, each block consisting in a random selection of two "A" trials and two "B" trials without replacement. This warrants to have exactly 50% of each type of trial within a session and a maximum consecutive number of 4 trials of the same type that will never occur neither at the start nor at the end of the session. Now, you have 150 trials, which is not divisible by 4, so you might use 25 blocks of 6 trials (three "A" trials and three "B" trials randomly selected, without replacement); the maximum consecutive number of trials of the same type would be 6 in the middle of the session and 3 in the first or in the last trials. Another alternative is to reduce your amount of trials per session from 150 to 148, which would allow you to have 37 blocks of 4 trials (two "A" trials and two "B" trials). I hope this would help.
  • asked a question related to Experimental Psychology
Question
5 answers
In the lab, we use DirectRT to construct stimulus presentation trials for experimental research purposes. I use the BIOPAC MP150 hardware to record EEG data. Data is analyzed in BIOPAC AcqKnowledge Software.
Goal
Record ERP differences in response to armed and unarmed black and white targets in a simulation.
Help
How to I time-lock stimulus onset and participants responses in AcqKnowledge to DirectRT Software so that I can extract ERP data?
Would doing this require additional software/hardware?
What are other options commonly used for syncing neural activity to stimulus presentations?
Upon acquiring synced data, how to I extract ERPs during stimulus onset and participants responses in BIOPAC AcqKnowledge Software?
Thank you for any comments or links
Relevant answer
Answer
Dear Justin,
You might be interested in our software, EventIDE (www.okazolab.com) First,  it has a much larger feature list for stimulus presentation, than DirectRT. Second, EventIDE offers a set of advanced methods for real-time EEG processing, designed specifically for bio-feedback experiments. For instance, you can lock onset of any stimulus to a certain signal pattern, target phase, fr. power, etc . Finally, our software supports direct signal acquisition with the majority of EEG amplifiers and other bio-hardware. BIOPAC MP150 is not supported yet, but we can easily add it, given that there is an acquisition SDK available. I see in the MP150 description that a recorded signal can be sent via a network.
Here is a link to a short demo over our neuro-feedback features:
You can write me directly (i.korjoukov@okazolab.com), if you decide to try our software.
Best regards,
Ilia
  • asked a question related to Experimental Psychology
Question
8 answers
Milgram (1974) proposed that humans exist in two different states: autonomy and agency. In an autonomous state, a human acts according to his/her own free will. However, when given instruction by an authority figure humans switch to agentic state of mind, where they see themselves as acting as agents for the authority figure. Milgram observed that many participants in his obedience study (1963) experience moral strain when ordered to harm another person. Moral strain occurs when people are asked to do something they would not choose to do themselves, and they feel is immoral or unjust. This moral strain results in an individual feeling very uncomfortable in the situation and, in extreme circumstances, they show anxiety and distress. This anxiety is felt as the individual contemplates dissent and considers behaving in a way that contradicts what he/she has been socialized to do. The shift into an agentic state of mind relieves moral strain as the individual displaces the responsibility of the situation onto the authority figure, thereby absolving his/herself of the consequence of his/her actions.
Relevant answer
Answer
Hi, This paper might be of interest for you. We investigated, through implicit measures of agency, how coercion affect the sense of agency in the human brain. The link with Milgram agentic state is pretty obvious :)
Caspar, Emilie A., et al. "Coercion changes the sense of agency in the human brain." Current biology 26.5 (2016): 585-592.
I can also recommand this theoretical paper that explain the difference between explicit judgments of agency and the implicit feeling of agency, and the kind of measurements you have in cognitive psychology.
Synofzik, Matthis, Gottfried Vosgerau, and Albert Newen. "Beyond the comparator model: a multifactorial two-step account of agency." Consciousness and cognition 17.1 (2008): 219-239.
  • asked a question related to Experimental Psychology
Question
6 answers
I wanna to test an incubation effect on divergent thinking by using alternative use test (AUT). there is an incubation time between the first and the second time AUTs. I do not know how to give instructions for the participants: in their second time AUT test, should they repeat writing down the ideas they have written down in their first time?  
or should I tell the participants they are not allowed  to write down the same ideas ?
Relevant answer
Answer
The directions (what you tell examinees) are of enormous importance. Tell them the wrong thing, or not enough, and they will not be divergent nor original.  You should NOT tell them that they are "not allowed to repeat." In fact you should tell them that all ideas are good. I have given over 10,000 DT tests and have never seen any problem with repeating ideas.  My own version of the test is "Many Uses." It can be given and scored on a computer.  The best directions are those published by Wallach and Kogan, or Wallach and Wing. Many of us have use them over the hears. I have copies.  
I also have a paper comparing the Uses test to other DT tests (citation below), and there have been 3-4 papers on incubation and time between ideas published in the Creativity Research Journal. 
Runco, M. A., Abdulla, A. M., & Paek, S.-H. Which test of divergent thinking is best? Creativity: Theories-Research-Applications, 3, 4-18.
Let me know if I can help.  --Mark   @markrunco     www.markrunco.com
  • asked a question related to Experimental Psychology
Question
3 answers
I would like to know if there is a standardized cut point concerning missing data in terms of completion rate in a questionnaire?
I mean, above which percentage of missing values per subject do we chose to remove this subject from the analysis?
Thank you
Relevant answer
Answer
As already noted, not the pure amount of missingness matters, but patterns of missingness, possible bias and your research questions. Therefore, a generally reasonable cut-off can not exist. Nevertheless, you may find some rules of thumb or acceptable cut-offs, if you inspect the scoring rules of comparable instruments in your area of research. Please be careful, if you have larger amounts of missingness: exclusion of subjects is rarely a good solution to this problem.
  • asked a question related to Experimental Psychology
Question
4 answers
I believe this is an effect that can be found for reading text out-loud vs reciting text out loud as well, but I'm having a hard time finding references for instrumental performance.
Relevant answer
Answer
look at research by Emery Schubert - it might be helpful
My research is about efficient practice and I have compared sight reading, practice and performance (so not relevant so much for you)
Emery Schubert and Dorrothya Fabian have written around on this topic and have several papers and a great book
and check out Daniel Bangart
Jane Ginsborg has written much with others on memorization process and that might also include material on emotion- she and Chaffin talk about the cues used for memory - and some of these could be looked at as  "emotional" responses to the music - if my memory serves me correctly.
  • asked a question related to Experimental Psychology
Question
7 answers
Hi all, 
I want to use a chi square test on 2 unequal samples.  Both are in the hundreds so there is no issue with minimal cell count.  I know that unequal sample size is not a problem for chi square test.  However, I'm trying to find a stats book or a published article that I could refer to in order to make this argument in a manuscript.  Anyone know of such a reference?
Relevant answer
Answer
hi. I would not even mention it or try to justify it. Thats just what the test is designed to do. If all the  groups were equal there would be nothing to test.
liz
  • asked a question related to Experimental Psychology
Question
11 answers
I would like to use skin conductance responses to indicate when a participant has seen something that is very salient to them and grabs their attention during unconstrained viewing of real, natural stimuli. This would involve using eye-tracking in combination with measuring SCR, and seeing what the participant was looking at when a SCR was evoked. However I am new to the SCR method and am not sure if this approach is feasible or is valid from a theoretical standpoint. Any advice or links to relevant papers would be greatly appreciated.
Thanks,
Jim Uttley
Relevant answer
Answer
No !
SCR is a measure of emotional arousal.
You need to use eyetracking with behavioural response.