约会算法?调查约会应用程序中伴侣选择焦虑症、决策疲劳、过度刷屏和算法信任之间的相互关系

IF 4.5 1区 文学 Q1 COMMUNICATION New Media & Society Pub Date : 2024-10-12 DOI:10.1177/14614448241270542
Alice Binder, Anja Stevic, Jörg Matthes, Marina F Thomas
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引用次数: 0

摘要

约会应用程序改变了人们与潜在恋爱对象建立联系的方式。然而,越来越多的约会应用程序使用算法来保持用户的高参与度。研究表明,对算法的信任会影响线下约会体验。我们推测,过度刷屏是由于害怕错过,从而预测了信任度。我们还探讨了决策疲劳的作用。一项对 NTime2 = 521 名年轻约会应用程序用户进行的两波面板研究结果表明,害怕错过潜在的浪漫伴侣与约会应用程序上的决策疲劳呈正相关。此外,过度刷屏和决策疲劳与对算法的信任呈正相关。没有观察到对算法的信任对过度刷屏或决策疲劳的相互影响。由此看来,对于过度刷屏等强迫行为或决策疲劳等负面情绪,对算法的信任可能是某种缓解策略。
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Dating algorithms? Investigating the reciprocal relationships between partner choice FOMO, decision fatigue, excessive swiping, and trust in algorithms on dating apps
Dating apps have changed the way people establish contact with potential romantic partners. However, more and more dating apps use algorithms to keep their users’ engagement high. Studies suggest that trust in algorithms can shape offline dating experiences. We theorize that excessive swiping, driven by fear of missing out, predicts trust. We also explore the role of decision fatigue. Findings from a two-wave panel study with NTime2 = 521 young dating app users suggest that the fear of missing out on potential romantic partners was positively related to decision fatigue on dating apps. Moreover, excessive swiping and decision fatigue were positively related to trust in algorithms. No reciprocal effects of trust in algorithms on excessive swiping or decision fatigue were observed. It seems that trust in algorithms might present some kind of relief strategy for compulsive behaviors such as excessively swiping, or for negative feelings such as decision fatigue.
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来源期刊
New Media & Society
New Media & Society COMMUNICATION-
CiteScore
12.70
自引率
8.00%
发文量
274
期刊介绍: New Media & Society engages in critical discussions of the key issues arising from the scale and speed of new media development, drawing on a wide range of disciplinary perspectives and on both theoretical and empirical research. The journal includes contributions on: -the individual and the social, the cultural and the political dimensions of new media -the global and local dimensions of the relationship between media and social change -contemporary as well as historical developments -the implications and impacts of, as well as the determinants and obstacles to, media change the relationship between theory, policy and practice.
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