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So much data, so little time: Using sequential data analysis to monitor behavioral changes

机译:如此之多的数据,如此之短的时间:使用顺序数据分析来监控行为变化

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Graphical abstract Display Omitted Abstract Twenty-three infants ( M = 13.7 months, SD = 3.73) and their primary caregivers were observed and video-taped in three 20-min play sessions. Over the course of a month, changes in infant behaviors and caregiver responsiveness to those behaviors were monitored. Repeated-measures ANOVAs indicated that caregiver responsiveness to infant object-related and dyadic behaviors significantly increased over the course of the sessions. However, the ANOVAs did not specify exactly which caregiver behaviors changed. Sequential data analysis revealed that caregivers specifically increased their use of dyadic vocal behaviors in response to all infant behaviors. This study reveals that although ANOVAs are useful for providing information about macro, overall changes in caregiver behavior, sequential data analysis is a useful tool for evaluating micro, moment-to-moment changes in behavior. With sequential analysis, specific behavioral patterns can be examined and, if necessary, steps can be taken to modify and monitor those behaviors over time. ? Sequential data analysis was used to monitor changes in caregiver behavior. ? Non-culture-specific behavioral codes and techniques were used to quantify caregiver responsiveness to infant object-related and dyadic behaviors. ? When compared to ANOVA, sequential data analysis is more useful for assessing micro-level behavioral changes in infant-caregiver interactions.
机译:图形摘要显示省略摘要在三个20分钟的游戏过程中,观察并录像了23例婴儿(M = 13.7个月,SD = 3.73)和他们的主要照顾者。在一个月的过程中,监测了婴儿行为的变化以及护理人员对这些行为的反应。重复测量方差分析表明,护理人员对婴儿物体相关行为和二元行为的反应在整个疗程中显着增加。但是,方差分析并未确切说明哪些照顾者行为发生了变化。顺序数据分析显示,护理人员特别应增加其对所有婴儿行为的二进声行为的使用。这项研究表明,尽管方差分析可用于提供有关照料者行为的宏观总体变化的信息,但顺序数据分析是评估行为的微小,瞬间变化的有用工具。通过顺序分析,可以检查特定的行为模式,并且在必要时可以采取措施来修改和监视这些行为。 ?顺序数据分析用于监测照料者行为的变化。 ?非特定于文化的行为准则和技术用于量化看护者对婴儿与对象相关和二元行为的反应能力。 ?与方差分析相比,顺序数据分析对于评估婴儿与护理人员互动中的微观行为变化更有用。

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