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Underlying Causes behind Research Study Participants' Careless and Biased Responses in the Field of Sciences

机译:基础原因研究参与者在科学领域的粗心和偏见的反应

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The replicability of scientific studies based on survey instruments has become more challenging in recent times due to smaller sampling pools and response biases such as inattention and malingering. Increasing a sampling pool has its own difficulties, and a more efficient way of increasing data validity is by addressing issues linked to response biases. This paper looks at root causes that lead to response bias, particularly careless responding and malingering on the part of survey respondents. The root causes are sub-divided into participants' predisposition factors such as cognitive capabilities, personality traits, level of motivation and reaction time, situational variables such as mode of data collection, environmental distractions, researcher-participant interactions, individual idiosyncrasies and cross-cultural differences.
机译:由于较小的采样池和响应偏差,如疏忽和恶意等较小时期,基于调查仪器的科学研究的可复制性变得更具挑战性。 增加采样池具有自己的困难,并且通过解决与响应偏差相关的问题来提高数据有效性的更有效方式。 本文介绍了导致响应偏见的根本原因,特别粗心的响应和在调查受访者的响应和恶意。 根本原因是分为参与者的倾向因子,如认知能力,人格特征,动机水平和反应时间,诸如数据收集的模式,环境分类,研究员 - 参与者互动,个人特质和跨文化的模式 差异。

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