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Gorilla Experiment Builder build 20190828 ( We specifically compare four frequently used platforms that facilitate internet-based behavioural research: We then provide a thorough comparison of the timing precision and accuracy of the most popular platforms, operating systems, internet browsers, and common hardware.
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This presents a potential problem for researchers: Are all of the unique combinations of hardware and software equal? Here, we first investigate the types of software that potential participants use, and how common each option is. Gorilla Experiment Builder), and come with their own idiosyncrasies with respect to timing, presentation of visual and auditory stimuli, and response collection. jsPsych) to graphical experiment builders (e.g. These vary from programming libraries (e.g. In addition to participant degrees of freedom, researchers can choose between various options to generate experiments. For online testing, the exact opposite is true: participants use their own computer (desktop, laptop, tablet, or even phone), with their own operating system, and access experiments through a variety of web browsers. At the very least, they can be sure that all participants are tested using the very same system. Researchers who are used to lab-based testing will be intimately familiar with their computer, stimulus software, and hardware for response collection. In addition, our online participant analysis shows what equipment they are likely to use.Ī unique problem with internet-based testing is its reliance on participants’ hardware and software.
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We found that modern web platforms provide reasonable accuracy and precision for display duration and manual response time, and that no single platform stands out as the best in all features and conditions. Finally, we analysed data from over 200,000 participants on their demographics, technology, and software to provide context to our findings. We then employed a robot actuator in realistic set-ups to measure response recording across the aforementioned platforms, and between different keyboard types (desktop and integrated laptop).
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We investigated how different web-building platforms (Gorilla v.20190828, jsPsych v6.0.5, Lab.js v19.1.0, and psychoJS/PsychoP圓 v3.1.5), browsers (Chrome, Edge, Firefox, and Safari), and operating systems (macOS and Windows 10) impact display time across 30 different frame durations for each software combination. To understand how these characteristics impact experiment presentation and data quality, we performed a battery of automated tests on a number of realistic set-ups. While it is somewhat obvious that these factors can impact data quality, the magnitude of the problem remains unclear.

With this popularity, it is important that researchers are aware of who online participants are, and what devices and software they use to access experiments. Thanks for using Apple Support Communities.Due to increasing ease of use and ability to quickly collect large samples, online behavioural research is currently booming.
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