کد مقاله کد نشریه سال انتشار مقاله انگلیسی نسخه تمام متن
7251687 1472043 2015 6 صفحه PDF دانلود رایگان
عنوان انگلیسی مقاله ISI
Crowdsourcing and personality measurement equivalence: A warning about countries whose primary language is not English
ترجمه فارسی عنوان
هم ارزیابی جمعیت و شخصیت: هشدار در مورد کشورهایی که زبان اصلی آنها زبان انگلیسی نیست
کلمات کلیدی
برون سپاری، اندازه گیری، تکنیک های جمع آوری داده ها، روش های بررسی، آزمایش غوطه وری،
موضوعات مرتبط
علوم زیستی و بیوفناوری علم عصب شناسی علوم اعصاب رفتاری
چکیده انگلیسی
In the search to find cheaper, faster approaches for data collection, crowdsourcing methods (i.e., online labor portals that allow independent workers to complete surveys for compensation) have risen in popularity as a tool for personality researchers, despite a lack of evidence regarding the equivalence of crowdsourcing with traditional data collection methods. The purpose of this study was to evaluate crowdsourcing as a data collection tool by examining the measurement equivalence of crowdsourced data (i.e., from Amazon.com's MTurk) with more traditional samples (i.e., an undergraduate sample and a sample of organizational employees). Our results (using a popular measure of Big Five personality) provided evidence of measurement equivalence across all three samples, with one important exception: crowdsourced data (from MTurk) only exhibited measurement invariance with traditional data collection methods when responses were restricted to participants from native-English speaking countries. Although MTurk appears to be an easy, cost-effective data collection tool, our results suggest that MTurk data are similar to traditionally-collected data only when the MTurk sample is restricted to IP addresses from English-speaking countries.
ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: Personality and Individual Differences - Volume 75, March 2015, Pages 47-52
نویسندگان
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