你的智能手机“了解”你的社交生活吗?日重建、经验采样和移动传感的方法学比较

IF 15.6 1区 心理学 Q1 PSYCHOLOGY Advances in Methods and Practices in Psychological Science Pub Date : 2023-07-01 DOI:10.1177/25152459231178738
Yannick Roos, Michael D. Krämer, D. Richter, Ramona Schoedel, C. Wrzus
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引用次数: 0

摘要

移动传感是一种很有前途的方法,它可以让研究人员利用人们的手机直接观察人们日常生活中的社会行为。迄今为止,关于移动传感如何很好地评估社会互动的数量和质量的知识有限。因此,我们在评估日常社会互动(即面对面互动、电话和短信)的多个方面以及每种方法可能具有的独特的社会互动途径时,检查了经验抽样、日重建和移动传感之间的一致性。在2天的时间里,320名智能手机用户(51%为女性,年龄范围为18-80岁,M = 39.53岁)回答了多达20份关于他们的社会行为的经验抽样问卷,并在每日日记中重建了他们的日子。同时,面对面和智能手机介导的社会互动用移动传感进行评估。结果显示,面对面互动的测量结果与智能手机互动的测量结果高度一致。然而,只有一种方法捕获了大量的社会互动,并且移动传感仍然难以捕获社会互动的质量。我们讨论了日常重建、经验采样和移动传感在评估日常生活中的社会行为方面的局限性和独特优势。
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Does Your Smartphone “Know” Your Social Life? A Methodological Comparison of Day Reconstruction, Experience Sampling, and Mobile Sensing
Mobile sensing is a promising method that allows researchers to directly observe human social behavior in daily life using people’s mobile phones. To date, limited knowledge exists on how well mobile sensing can assess the quantity and quality of social interactions. We therefore examined the agreement among experience sampling, day reconstruction, and mobile sensing in the assessment of multiple aspects of daily social interactions (i.e., face-to-face interactions, calls, and text messages) and the possible unique access to social interactions that each method has. Over 2 days, 320 smartphone users (51% female, age range = 18–80, M = 39.53 years) answered up to 20 experience-sampling questionnaires about their social behavior and reconstructed their days in a daily diary. Meanwhile, face-to-face and smartphone-mediated social interactions were assessed with mobile sensing. The results showed some agreement between measurements of face-to-face interactions and high agreement between measurements of smartphone-mediated interactions. Still, a large number of social interactions were captured by only one of the methods, and the quality of social interactions is still difficult to capture with mobile sensing. We discuss limitations and the unique benefits of day reconstruction, experience sampling, and mobile sensing for assessing social behavior in daily life.
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来源期刊
CiteScore
21.20
自引率
0.70%
发文量
16
期刊介绍: In 2021, Advances in Methods and Practices in Psychological Science will undergo a transition to become an open access journal. This journal focuses on publishing innovative developments in research methods, practices, and conduct within the field of psychological science. It embraces a wide range of areas and topics and encourages the integration of methodological and analytical questions. The aim of AMPPS is to bring the latest methodological advances to researchers from various disciplines, even those who are not methodological experts. Therefore, the journal seeks submissions that are accessible to readers with different research interests and that represent the diverse research trends within the field of psychological science. The types of content that AMPPS welcomes include articles that communicate advancements in methods, practices, and metascience, as well as empirical scientific best practices. Additionally, tutorials, commentaries, and simulation studies on new techniques and research tools are encouraged. The journal also aims to publish papers that bring advances from specialized subfields to a broader audience. Lastly, AMPPS accepts Registered Replication Reports, which focus on replicating important findings from previously published studies. Overall, the transition of Advances in Methods and Practices in Psychological Science to an open access journal aims to increase accessibility and promote the dissemination of new developments in research methods and practices within the field of psychological science.
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