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CloudResearch blog - online research articles and insights
Moving Beyond Bots: MTurk as a Source of High Quality Data
Leib Litman, PhD

Moving Beyond Bots: MTurk as a Source of High Quality Data

About a month ago, we published After the Bot Scare blog on workers providing bad quality data on Amazon's Mechanical Turk. This month, we followed up with our “farmers” to assess the effectiveness of the tools we created to deal with the problem. In this blog, we present data from our follow-up study and evidence to suggest our tools are working.

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How to Obtain an Online National Sample Stratified by Wealth
Aaron Moss, PhD

How to Obtain an Online National Sample Stratified by Wealth

A Case Study From a Recent JESP Article A new study appearing in the Journal of Experimental Social Psychology suggests Americans strongly believe in economic mobility because they fail to appreciate how vast wealth inequality really is. In this blog,...

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The Universal Exclude List: A Tool for Blocking Bad Workers
Aaron Moss, PhD

The Universal Exclude List: A Tool for Blocking Bad Workers

By now, even casual users of MTurk have heard about recent concerns of “bots” or low quality data. We've written about the topic here and laid out evidence that suggests “bots” are actually foreign workers using tools to obscure their true location (here). Perhaps most importantly, we've created two tools to help keep these workers out of your studies. In this blog, we introduce a third tool: the Universal Exclude List.

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CloudResearch Tools to Help Combat Responses from Suspicious Geolocations
Aaron Moss, PhD

CloudResearch Tools to Help Combat Responses from Suspicious Geolocations

Last week, the research community was struck with concern that “bots” were contaminating data collection on Amazon's Mechanical Turk (MTurk). We wrote about the issue and conducted our own preliminary investigation into the problem using the CloudResearch database. In this blog, we introduce two new tools CloudResearch is launching to help researchers combat suspicious activity on MTurk and reiterate some of the important takeaways from this conversation so far.

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Concerns About Bots on Mechanical Turk: Problems and Solutions
Aaron Moss, PhD

Concerns About Bots on Mechanical Turk: Problems and Solutions

When researchers collect data online, it's natural to be concerned about data quality. Participants aren't in the lab, so researchers can't see who is taking their survey, what those participants are doing while answering questions, or whether participants are who they say they are. Not knowing is unsettling.

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MicroBatch Is Now a Pro Feature
Leib Litman, PhD

MicroBatch Is Now a Pro Feature

CloudResearch is announcing a change in our pricing for the MicroBatch feature. MicroBatch is now included as a Pro feature, with a fee of 2 cents + 5% per complete. This will also provide users with access to all other...

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Conducting Research: How Online Research Tools Can Help
Leib Litman, PhD

Conducting Research: How Online Research Tools Can Help

When researchers learn about conducting research online, it can sometimes be difficult to understand quite how all the tools that are available can actually be applied to a project. This post is about how specific research ideas can be carried...

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New Feature: Exclude Highly Active Workers
Leib Litman, PhD

New Feature: Exclude Highly Active Workers

Some workers on MTurk are extremely active, and take the majority of posted HITs. This can lead to many issues, some of which are outlined in our previous post. Although MTurk has over 100,000 workers who take surveys each year,...

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