﻿<?xml version="1.0" encoding="UTF-8"?><rss version="2.0" xmlns:dc="http://purl.org/dc/elements/1.1/"><channel><title>Millisecond Forums » Millisecond Forums » Inquisit 5  » Running an Inquisit battery on MTurk</title><generator>InstantForum 2017-1 Final</generator><description>Millisecond Forums</description><link>https://forums.millisecond.com/</link><webMaster>Millisecond Forums</webMaster><lastBuildDate>Sat, 26 Sep 2026 18:52:26 GMT</lastBuildDate><ttl>20</ttl><item><title>Running an Inquisit battery on MTurk</title><link>https://forums.millisecond.com/Topic28321.aspx</link><description>1. Do you have a detailed guide somewhere about how to post an Inquisit-based HIT on MTurk? I am particularly looking for guidance on how to generate the code they need to get paid and what the instructions should say on that page.&lt;br/&gt;&lt;br/&gt;2. I just tried running my current battery on Inquisit Lab 5 and it took quite a long time to load all the files.  (I have a lot of images in my tasks, though they are not large.)  Is there any way to speed up the loading time?&lt;br/&gt;&lt;br/&gt;Thank you!</description><pubDate>Fri, 21 Feb 2020 17:22:14 GMT</pubDate><dc:creator>Lizeroo</dc:creator></item><item><title>RE: Running an Inquisit battery on MTurk</title><link>https://forums.millisecond.com/Topic28324.aspx</link><description>&lt;blockquote data-id="28323" class="if-quote-wrapper" unselectable="on" data-guid="1582305699409" contenteditable="false" id="if_insertedNode_1582305698063"&gt;&lt;a class="quote-para" unselectable="on" style="display: none;" href="#" data-id="28323" title="Move Cursor Below" contenteditable="false"&gt;&lt;span unselectable="on"&gt;+&lt;/span&gt;&lt;/a&gt;&lt;a class="quote-delete" unselectable="on" style="display: none;" href="#" data-id="28323" title="Delete Quote" contenteditable="false"&gt;&lt;span unselectable="on"&gt;x&lt;/span&gt;&lt;/a&gt;&lt;span unselectable="on" class="quote-markup"&gt;[quote]&lt;/span&gt;&lt;div unselectable="on" class="if-quote-header" contenteditable="false"&gt;&lt;div unselectable="on" class="if-quote-toggle-wrapper"&gt;&lt;a class="if-quote-toggle quote-link" href="#" data-id="28323" title=" "&gt;&amp;nbsp;&lt;/a&gt;&lt;/div&gt;&lt;span unselectable="on" class="quote-markup"&gt;[b]&lt;/span&gt;Liz Shulman - 2/21/2020&lt;span unselectable="on" class="quote-markup"&gt;[/b]&lt;/span&gt;&lt;/div&gt;&lt;div class="if-quote-message if-quote-message-28323"&gt;&lt;div class="if-quote-message-margin" contenteditable="true"&gt;&lt;blockquote data-id="28322" class="if-quote-wrapper" unselectable="on" data-guid="1582305699409" contenteditable="false" id="if_insertedNode_1582303725683"&gt;&lt;a class="quote-para" unselectable="on" style="display: none;" href="#" data-id="28322" title="Move Cursor Below" contenteditable="false"&gt;&lt;span unselectable="on"&gt;+&lt;/span&gt;&lt;/a&gt;&lt;a class="quote-delete" unselectable="on" style="display: none;" href="#" data-id="28322" title="Delete Quote" contenteditable="false"&gt;&lt;span unselectable="on"&gt;x&lt;/span&gt;&lt;/a&gt;&lt;span unselectable="on" class="quote-markup"&gt;[quote]&lt;/span&gt;&lt;div unselectable="on" class="if-quote-header" contenteditable="false"&gt;&lt;div unselectable="on" class="if-quote-toggle-wrapper"&gt;&lt;a class="if-quote-toggle quote-link" href="#" data-id="28322" title=" "&gt;&amp;nbsp;&lt;/a&gt;&lt;/div&gt;&lt;span unselectable="on" class="quote-markup"&gt;[b]&lt;/span&gt;Dave - 2/21/2020&lt;span unselectable="on" class="quote-markup"&gt;[/b]&lt;/span&gt;&lt;/div&gt;&lt;div class="if-quote-message if-quote-message-28322"&gt;&lt;div class="if-quote-message-margin" contenteditable="true"&gt;&lt;blockquote data-id="28321" class="if-quote-wrapper" unselectable="on" data-guid="1582305699409" id="if_insertedNode_1582301704776" contenteditable="false"&gt;&lt;a class="quote-para" unselectable="on" style="display: none;" href="#" data-id="28321" title="Move Cursor Below" contenteditable="false"&gt;&lt;span unselectable="on"&gt;+&lt;/span&gt;&lt;/a&gt;&lt;a class="quote-delete" unselectable="on" style="display: none;" href="#" data-id="28321" title="Delete Quote" contenteditable="false"&gt;&lt;span unselectable="on"&gt;x&lt;/span&gt;&lt;/a&gt;&lt;span unselectable="on" class="quote-markup"&gt;[quote]&lt;/span&gt;&lt;div unselectable="on" class="if-quote-header" contenteditable="false"&gt;&lt;div unselectable="on" class="if-quote-toggle-wrapper"&gt;&lt;a class="if-quote-toggle quote-link" href="#" data-id="28321" title=" "&gt;&amp;nbsp;&lt;/a&gt;&lt;/div&gt;&lt;span unselectable="on" class="quote-markup"&gt;[b]&lt;/span&gt;Liz Shulman - 2/21/2020&lt;span unselectable="on" class="quote-markup"&gt;[/b]&lt;/span&gt;&lt;/div&gt;&lt;div class="if-quote-message if-quote-message-28321"&gt;&lt;div class="if-quote-message-margin" contenteditable="true"&gt;1. Do you have a detailed guide somewhere about how to post an Inquisit-based HIT on MTurk? I am particularly looking for guidance on how to generate the code they need to get paid and what the instructions should say on that page.&lt;br/&gt;&lt;br/&gt;2. I just tried running my current battery on Inquisit Lab 5 and it took quite a long time to load all the files.  (I have a lot of images in my tasks, though they are not large.)  Is there any way to speed up the loading time?&lt;br/&gt;&lt;br/&gt;Thank you!&lt;a class="if-quote-goto quote-link" href="#" data-id="28321"&gt;&lt;span class="goto"&gt;&lt;/span&gt;&lt;/a&gt;&lt;/div&gt;&lt;/div&gt;&lt;span unselectable="on" class="quote-markup"&gt;[/quote]&lt;/span&gt;&lt;/blockquote&gt;&lt;br/&gt;Re. 1.) No, there isn't a guide specific to MTurk. Generally, though, MTurk's guidance for Qualtrics &lt;a href="https://blog.mturk.com/getting-great-survey-results-from-mturk-and-qualtrics-be1704ff9786"&gt;&lt;a href="https://blog.mturk.com/getting-great-survey-results-from-mturk-and-qualtrics-be1704ff9786"&gt;https://blog.mturk.com/getting-great-survey-results-from-mturk-and-qualtrics-be1704ff9786&lt;/a&gt;&lt;/a&gt; largely applies to Inquisit as well. Examples on how to generate a random code can be found on the forums, e.g. here &lt;a href="https://www.millisecond.com/forums/FindPost6753.aspx"&gt;&lt;a href="https://www.millisecond.com/forums/FindPost6753.aspx"&gt;https://www.millisecond.com/forums/FindPost6753.aspx&lt;/a&gt;&lt;/a&gt; .&lt;br/&gt;&lt;br/&gt;Alternatively, you have the option to have Inquisit Web generate a subject ID, display that at the end and use that as the completion code in MTurk.&lt;br/&gt;&lt;br/&gt;&lt;img src="data:image/png;base64,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" alt=""&gt;&lt;br/&gt;&lt;br/&gt;&lt;img src="data:image/png;base64,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" alt=""&gt;&lt;br/&gt;&lt;br/&gt;Please note that MTurk and TurkPrime are not the same thing. The latter platform integrates with MTurk and does some management on top. The TurkPirme confirmation code option only applies if you use the TurkPrime platform, not if you use plain MTurk by itself.&lt;br/&gt;&lt;br/&gt;If you are using TurkPrime, see &lt;a href="https://go.cloudresearch.com/knowledge/determining-how-workers-are-approved"&gt;&lt;a href="https://go.cloudresearch.com/knowledge/determining-how-workers-are-approved"&gt;https://go.cloudresearch.com/knowledge/determining-how-workers-are-approved&lt;/a&gt;&lt;/a&gt;&lt;br/&gt;&lt;br/&gt;Re. 2) I've tried your battery and loading times were between 30 to 90 seconds for the various scripts that employ a large amount of images. Those times didn't seem excessive to me, are you seeing longer load times on your end?&lt;br/&gt;&lt;a class="if-quote-goto quote-link" href="#" data-id="28322"&gt;&lt;span class="goto"&gt;&lt;/span&gt;&lt;/a&gt;&lt;/div&gt;&lt;/div&gt;&lt;span unselectable="on" class="quote-markup"&gt;[/quote]&lt;/span&gt;&lt;/blockquote&gt;&lt;br/&gt;1. Thanks for this.&amp;nbsp; Hopefully I can figure it out...&lt;br/&gt;2. I would say that 90 sec is about what I was experiencing for the larger sets--I'm just worried about impatient MTurk workers...&lt;br/&gt;&lt;a class="if-quote-goto quote-link" href="#" data-id="28323"&gt;&lt;span class="goto"&gt;&lt;/span&gt;&lt;/a&gt;&lt;/div&gt;&lt;/div&gt;&lt;span unselectable="on" class="quote-markup"&gt;[/quote]&lt;/span&gt;&lt;/blockquote&gt;&lt;br/&gt;I figured out how to further compress a lot of the jpegs.&amp;nbsp; Hopefully, that will made everything load a bit faster.</description><pubDate>Fri, 21 Feb 2020 17:22:14 GMT</pubDate><dc:creator>Lizeroo</dc:creator></item><item><title>RE: Running an Inquisit battery on MTurk</title><link>https://forums.millisecond.com/Topic28323.aspx</link><description>&lt;blockquote data-id="28322" class="if-quote-wrapper" unselectable="on" data-guid="1582303726948" contenteditable="false" id="if_insertedNode_1582303725683"&gt;&lt;a class="quote-para" unselectable="on" style="display: none;" href="#" data-id="28322" title="Move Cursor Below" contenteditable="false"&gt;&lt;span unselectable="on"&gt;+&lt;/span&gt;&lt;/a&gt;&lt;a class="quote-delete" unselectable="on" style="display: none;" href="#" data-id="28322" title="Delete Quote" contenteditable="false"&gt;&lt;span unselectable="on"&gt;x&lt;/span&gt;&lt;/a&gt;&lt;span unselectable="on" class="quote-markup"&gt;[quote]&lt;/span&gt;&lt;div unselectable="on" class="if-quote-header" contenteditable="false"&gt;&lt;div unselectable="on" class="if-quote-toggle-wrapper"&gt;&lt;a class="if-quote-toggle quote-link" href="#" data-id="28322" title=" "&gt;&amp;nbsp;&lt;/a&gt;&lt;/div&gt;&lt;span unselectable="on" class="quote-markup"&gt;[b]&lt;/span&gt;Dave - 2/21/2020&lt;span unselectable="on" class="quote-markup"&gt;[/b]&lt;/span&gt;&lt;/div&gt;&lt;div class="if-quote-message if-quote-message-28322"&gt;&lt;div class="if-quote-message-margin" contenteditable="true"&gt;&lt;blockquote data-id="28321" class="if-quote-wrapper" unselectable="on" data-guid="1582303726948" id="if_insertedNode_1582301704776" contenteditable="false"&gt;&lt;a class="quote-para" unselectable="on" style="display: none;" href="#" data-id="28321" title="Move Cursor Below" contenteditable="false"&gt;&lt;span unselectable="on"&gt;+&lt;/span&gt;&lt;/a&gt;&lt;a class="quote-delete" unselectable="on" style="display: none;" href="#" data-id="28321" title="Delete Quote" contenteditable="false"&gt;&lt;span unselectable="on"&gt;x&lt;/span&gt;&lt;/a&gt;&lt;span unselectable="on" class="quote-markup"&gt;[quote]&lt;/span&gt;&lt;div unselectable="on" class="if-quote-header" contenteditable="false"&gt;&lt;div unselectable="on" class="if-quote-toggle-wrapper"&gt;&lt;a class="if-quote-toggle quote-link" href="#" data-id="28321" title=" "&gt;&amp;nbsp;&lt;/a&gt;&lt;/div&gt;&lt;span unselectable="on" class="quote-markup"&gt;[b]&lt;/span&gt;Liz Shulman - 2/21/2020&lt;span unselectable="on" class="quote-markup"&gt;[/b]&lt;/span&gt;&lt;/div&gt;&lt;div class="if-quote-message if-quote-message-28321"&gt;&lt;div class="if-quote-message-margin" contenteditable="true"&gt;1. Do you have a detailed guide somewhere about how to post an Inquisit-based HIT on MTurk? I am particularly looking for guidance on how to generate the code they need to get paid and what the instructions should say on that page.&lt;br/&gt;&lt;br/&gt;2. I just tried running my current battery on Inquisit Lab 5 and it took quite a long time to load all the files.  (I have a lot of images in my tasks, though they are not large.)  Is there any way to speed up the loading time?&lt;br/&gt;&lt;br/&gt;Thank you!&lt;a class="if-quote-goto quote-link" href="#" data-id="28321"&gt;&lt;span class="goto"&gt;&lt;/span&gt;&lt;/a&gt;&lt;/div&gt;&lt;/div&gt;&lt;span unselectable="on" class="quote-markup"&gt;[/quote]&lt;/span&gt;&lt;/blockquote&gt;&lt;br/&gt;Re. 1.) No, there isn't a guide specific to MTurk. Generally, though, MTurk's guidance for Qualtrics &lt;a href="https://blog.mturk.com/getting-great-survey-results-from-mturk-and-qualtrics-be1704ff9786"&gt;&lt;a href="https://blog.mturk.com/getting-great-survey-results-from-mturk-and-qualtrics-be1704ff9786"&gt;https://blog.mturk.com/getting-great-survey-results-from-mturk-and-qualtrics-be1704ff9786&lt;/a&gt;&lt;/a&gt; largely applies to Inquisit as well. Examples on how to generate a random code can be found on the forums, e.g. here &lt;a href="https://www.millisecond.com/forums/FindPost6753.aspx"&gt;&lt;a href="https://www.millisecond.com/forums/FindPost6753.aspx"&gt;https://www.millisecond.com/forums/FindPost6753.aspx&lt;/a&gt;&lt;/a&gt; .&lt;br/&gt;&lt;br/&gt;Alternatively, you have the option to have Inquisit Web generate a subject ID, display that at the end and use that as the completion code in MTurk.&lt;br/&gt;&lt;br/&gt;&lt;img src="data:image/png;base64,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" alt=""&gt;&lt;br/&gt;&lt;br/&gt;&lt;img src="data:image/png;base64,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" alt=""&gt;&lt;br/&gt;&lt;br/&gt;Please note that MTurk and TurkPrime are not the same thing. The latter platform integrates with MTurk and does some management on top. The TurkPirme confirmation code option only applies if you use the TurkPrime platform, not if you use plain MTurk by itself.&lt;br/&gt;&lt;br/&gt;If you are using TurkPrime, see &lt;a href="https://go.cloudresearch.com/knowledge/determining-how-workers-are-approved"&gt;&lt;a href="https://go.cloudresearch.com/knowledge/determining-how-workers-are-approved"&gt;https://go.cloudresearch.com/knowledge/determining-how-workers-are-approved&lt;/a&gt;&lt;/a&gt;&lt;br/&gt;&lt;br/&gt;Re. 2) I've tried your battery and loading times were between 30 to 90 seconds for the various scripts that employ a large amount of images. Those times didn't seem excessive to me, are you seeing longer load times on your end?&lt;br/&gt;&lt;a class="if-quote-goto quote-link" href="#" data-id="28322"&gt;&lt;span class="goto"&gt;&lt;/span&gt;&lt;/a&gt;&lt;/div&gt;&lt;/div&gt;&lt;span unselectable="on" class="quote-markup"&gt;[/quote]&lt;/span&gt;&lt;/blockquote&gt;&lt;br/&gt;1. Thanks for this.&amp;nbsp; Hopefully I can figure it out...&lt;br/&gt;2. I would say that 90 sec is about what I was experiencing for the larger sets--I'm just worried about impatient MTurk workers...&lt;br/&gt;</description><pubDate>Fri, 21 Feb 2020 16:49:58 GMT</pubDate><dc:creator>Lizeroo</dc:creator></item><item><title>RE: Running an Inquisit battery on MTurk</title><link>https://forums.millisecond.com/Topic28322.aspx</link><description>&lt;blockquote data-id="28321" class="if-quote-wrapper" unselectable="on" data-guid="1582301705718" id="if_insertedNode_1582301704776" contenteditable="false"&gt;&lt;a class="quote-para" unselectable="on" style="display: none;" href="#" data-id="28321" title="Move Cursor Below" contenteditable="false"&gt;&lt;span unselectable="on"&gt;+&lt;/span&gt;&lt;/a&gt;&lt;a class="quote-delete" unselectable="on" style="display: none;" href="#" data-id="28321" title="Delete Quote" contenteditable="false"&gt;&lt;span unselectable="on"&gt;x&lt;/span&gt;&lt;/a&gt;&lt;span unselectable="on" class="quote-markup"&gt;[quote]&lt;/span&gt;&lt;div unselectable="on" class="if-quote-header" contenteditable="false"&gt;&lt;div unselectable="on" class="if-quote-toggle-wrapper"&gt;&lt;a class="if-quote-toggle quote-link" href="#" data-id="28321" title=" "&gt;&amp;nbsp;&lt;/a&gt;&lt;/div&gt;&lt;span unselectable="on" class="quote-markup"&gt;[b]&lt;/span&gt;Liz Shulman - 2/21/2020&lt;span unselectable="on" class="quote-markup"&gt;[/b]&lt;/span&gt;&lt;/div&gt;&lt;div class="if-quote-message if-quote-message-28321"&gt;&lt;div class="if-quote-message-margin" contenteditable="true"&gt;1. Do you have a detailed guide somewhere about how to post an Inquisit-based HIT on MTurk? I am particularly looking for guidance on how to generate the code they need to get paid and what the instructions should say on that page.&lt;br/&gt;&lt;br/&gt;2. I just tried running my current battery on Inquisit Lab 5 and it took quite a long time to load all the files.  (I have a lot of images in my tasks, though they are not large.)  Is there any way to speed up the loading time?&lt;br/&gt;&lt;br/&gt;Thank you!&lt;a class="if-quote-goto quote-link" href="#" data-id="28321"&gt;&lt;span class="goto"&gt;&lt;/span&gt;&lt;/a&gt;&lt;/div&gt;&lt;/div&gt;&lt;span unselectable="on" class="quote-markup"&gt;[/quote]&lt;/span&gt;&lt;/blockquote&gt;&lt;br/&gt;Re. 1.) No, there isn't a guide specific to MTurk. Generally, though, MTurk's guidance for Qualtrics &lt;a href="https://blog.mturk.com/getting-great-survey-results-from-mturk-and-qualtrics-be1704ff9786"&gt;https://blog.mturk.com/getting-great-survey-results-from-mturk-and-qualtrics-be1704ff9786&lt;/a&gt; largely applies to Inquisit as well. Examples on how to generate a random code can be found on the forums, e.g. here &lt;a href="https://www.millisecond.com/forums/FindPost6753.aspx"&gt;https://www.millisecond.com/forums/FindPost6753.aspx&lt;/a&gt; .&lt;br/&gt;&lt;br/&gt;Alternatively, you have the option to have Inquisit Web generate a subject ID, display that at the end and use that as the completion code in MTurk.&lt;br/&gt;&lt;br/&gt;&lt;img src="data:image/png;base64,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" alt=""&gt;&lt;br/&gt;&lt;br/&gt;&lt;img src="data:image/png;base64,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" alt=""&gt;&lt;br/&gt;&lt;br/&gt;Please note that MTurk and TurkPrime are not the same thing. The latter platform integrates with MTurk and does some management on top. The TurkPirme confirmation code option only applies if you use the TurkPrime platform, not if you use plain MTurk by itself.&lt;br/&gt;&lt;br/&gt;If you are using TurkPrime, see &lt;a href="https://go.cloudresearch.com/knowledge/determining-how-workers-are-approved"&gt;https://go.cloudresearch.com/knowledge/determining-how-workers-are-approved&lt;/a&gt;&lt;br/&gt;&lt;br/&gt;Re. 2) I've tried your battery and loading times were between 30 to 90 seconds for the various scripts that employ a large amount of images. Those times didn't seem excessive to me, are you seeing longer load times on your end?&lt;br/&gt;</description><pubDate>Fri, 21 Feb 2020 16:42:57 GMT</pubDate><dc:creator>Dave</dc:creator></item></channel></rss>