The cognitive adaptability and resiliency employment screener (CARES): tool development and testing

Author:

Torralba Wilfredo Manuel R.,Savio Marlyn Thomas,Huang Xieyining,Manchanda Priyanka,Steiger Miriah,Bharucha Timir,López María Martín,Joyner Keanan J.,Guevara Rachel Lutz

Abstract

IntroductionTo decrease psychological risk for content moderators, the study initiated the first steps of developing a robust employment screening tool, namely, the Cognitive Adaptability and Resiliency Employment Screener.MethodThe study consisted of three phases with 4,839 total participants.ResultsIn Phase 1, a set of 76 items were developed and tested via exploratory factor analysis, yielding three factors (i.e., Psychological Perseverance & Agility, Rumination & Emotional Lingering, and Expressiveness & Sociability) and also reducing the scale to 68 items. In Phase 2 through confirmatory factor analysis, the three-factor structure showed good fit (CFI = 0.92, RMSEA = 0.05) and demonstrated sufficient overall reliability. In Phase 3, the convergent validity and divergent validity of the tool were established relative to constructs such as resilience, cognitive control and flexibility, emotion regulation, and optimism.DiscussionAltogether, the findings revealed that the scale demonstrated good psychometric properties that, pending future studies, may serve as a promising employment screener for content moderators.

Publisher

Frontiers Media SA

Subject

Psychiatry and Mental health

Reference77 articles.

1. Media usage in an online minute 2022;Dixon;Statista,2023

2. The psychological well-being of content moderators. The emotional labor of commercial moderation and avenues for improving support;Steiger,2021

3. Digital content moderation industry expected to reach $13.60B by 2027;Uṭă;Brand Minds,2022

4. Psychometric applications for Trust & Safety Talent Strategy [White paper];Savio;TaskUs,2022

同舟云学术

1.学者识别学者识别

2.学术分析学术分析

3.人才评估人才评估

"同舟云学术"是以全球学者为主线,采集、加工和组织学术论文而形成的新型学术文献查询和分析系统,可以对全球学者进行文献检索和人才价值评估。用户可以通过关注某些学科领域的顶尖人物而持续追踪该领域的学科进展和研究前沿。经过近期的数据扩容,当前同舟云学术共收录了国内外主流学术期刊6万余种,收集的期刊论文及会议论文总量共计约1.5亿篇,并以每天添加12000余篇中外论文的速度递增。我们也可以为用户提供个性化、定制化的学者数据。欢迎来电咨询!咨询电话:010-8811{复制后删除}0370

www.globalauthorid.com

TOP

Copyright © 2019-2024 北京同舟云网络信息技术有限公司
京公网安备11010802033243号  京ICP备18003416号-3