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The impact of financial incentives on task performance: The role of cognitive abilities and intrinsic motivation.

机译:财务激励对任务绩效的影响:认知能力和内在动机的作用。

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摘要

Economists widely believe that, absent strategic considerations such as agency problems, financial incentives represent a dominant and effective stimulator of human productive activities. In production settings that are cognitively demanding, however, the effectiveness of financial incentives may be moderated by individual cognitive abilities and motivational characteristics. As a useful metaphor for the moderating channels, Camerer and Hogarth (1999) propose an informal capital-labor-production (KLP) framework, describing how financial incentives may interact in non-trivial ways with intrinsic motivation in stimulating cognitive effort (labor), and how the productivity of cognitive effort may in turn vary across individuals due to their different cognitive abilities (capital). Even if strong financial incentives induce high effort, both financial and cognitive resources may be wasted for individuals whose cognitive constraints inhibit performance improvements. This prediction, if warranted, calls for attention to individual cognitive abilities in designing efficient incentive schemes in firms, experimental settings and elsewhere.; This dissertation examines how financial incentives interact with intrinsic motivation and especially cognitive abilities in determining cognitive performance. In Rydval (2003), I present an initial review of the literature, theoretical issues and outstanding questions pertaining to the KLP framework. I document how the KLP framework has been addressed in economics, psychology and other fields, especially noting the lack of empirical evidence on the interaction between financial incentives and cognitive abilities. Building on the review, Chapter 1 of the dissertation illustrates that general cognitive abilities appear at least as important for performance in a psychometric test as does a sizable variation in piece-rate financial incentives.; Chapter 2 focuses on the interaction between financial incentives and task-specific, as opposed to domain-general, forms of cognitive capital, the role of which is central to the KLP framework of Camerer and Hogarth (1999) and has long been studied in cognitive science and behavioral decision research. Using a task situated in an accounting setting, I show that both financial incentives and task-specific cognitive capital, and especially their interaction, matter for performance. In particular, the effect of task-specific cognitive capital---proxied by accounting knowledge---on performance is stronger under performance-based financial incentives as compared to flat-rate incentives. The interaction effect arises because performance-based financial incentives lead to better performance only for individuals with more task-specific cognitive capital.; Chapters 1 and 2 chronologically precede Chapter 3. They both revisit previously collected experimental datasets that have certain deficiencies. Neither of the datasets offers sufficient information on individual characteristics that would permit accounting for potentially important sample composition differences. The dataset used in Chapter 1 further offers only an endogenous measure of general cognitive abilities with respect to performance in the psychometric test. The results presented in Chapters 1 and 2 should therefore be viewed mainly as illustrations motivating the much more thorough analysis in Chapter 3, which makes the core contribution of the dissertation.; In Chapter 3, I empirically test the key theoretical building block of the KLP framework, namely the causal effect of cognitive capital on performance. Drawing on contemporary cognitive psychology, I measure general cognitive capital by working memory---a robust predictor of general fluid intelligence and performance in tasks requiring controlled information processing. Since pre-existing task-specific cognitive capital (expertise) is vital for performance in many field cognitive tasks but is hard to measure, I intentionally minimize its potential rele
机译:经济学家普遍认为,缺乏诸如代理问题之类的战略考虑,财务激励措施是人类生产活动的主要和有效刺激因素。但是,在对认知有苛刻要求的生产环境中,财务激励措施的有效性可能会因个人的认知能力和动机特征而受到影响。作为缓和渠道的有用比喻,Camerer和Hogarth(1999)提出了一个非正式的资本劳动生产(KLP)框架,描述了财务激励如何以非平凡的方式与内在动机相互作用来刺激认知努力(劳动力),以及由于个人不同的认知能力(资本),认知努力的生产力又如何因人而异。即使强大的财务激励措施引起了巨大的努力,财务和认知资源也会浪费给认知障碍阻碍绩效改善的个人。如果需要的话,这种预测要求在设计公司,实验场所和其他地方的有效激励计划时注意个人的认知能力。本文探讨了财务激励在决定认知绩效时如何与内在动机尤其是认知能力相互作用。在Rydval(2003)中,我对与KLP框架有关的文献,理论问题和悬而未决的问题进行了初步回顾。我记录了在经济学,心理学和其他领域如何解决KLP框架的问题,尤其是指出缺乏关于财务激励与认知能力之间相互作用的经验证据。在此基础上,论文的第一章表明,一般的认知能力对于计测测验的表现至少起重要作用,而计件薪酬激励机制的变化也是如此。第2章着重于财务激励与特定任务之间的交互作用,而不是领域通用的认知资本形式,其作用是Camerer和Hogarth(1999)的KLP框架的核心,并且长期以来一直在认知领域进行研究。科学和行为决策研究。通过使用位于会计环境中的任务,我发现财务激励和特定于任务的认知资本,尤其是它们之间的相互作用,都对绩效至关重要。尤其是,在基于绩效的财务激励下,与固定费用激励相比,特定任务的认知资本(由会计知识辅助)对绩效的影响更强。之所以会产生互动效应,是因为基于绩效的财务激励仅对具有特定于任务的认知资本的个人而言,才能带来更好的绩效。第1章和第2章按时间顺序在第3章之前。它们都重新访问了以前收集的具有某些缺陷的实验数据集。这两个数据集都没有提供足够的有关个体特征的信息,这些信息无法解释潜在的重要样本组成差异。第1章中使用的数据集还仅提供了关于心理测验成绩中一般认知能力的内生度量。因此,在第一章和第二章中提出的结果应主要被视为说明,以推动在第三章中进行更彻底的分析,这是论文的核心贡献。在第3章中,我将对KLP框架的关键理论基础进行实证测试,即认知资本对绩效的因果关系。借鉴当代的认知心理学,我通过工作记忆来衡量一般的认知资本-工作记忆是一般流体智力和在需要受控信息处理的任务中的表现的有力预测指标。由于预先存在的针对任务的认知资本(专业知识)对于许多现场认知任务的绩效至关重要,但是很难衡量,因此我特意将其潜在的影响降到最低

著录项

  • 作者

    Rydval, Ondrej.;

  • 作者单位

    Univerzita Karlova (Czech Republic).;

  • 授予单位 Univerzita Karlova (Czech Republic).;
  • 学科 Business Administration Management.; Economics General.; Economics Theory.; Psychology Industrial.; Psychology Cognitive.
  • 学位 Ph.D.
  • 年度 2007
  • 页码 100 p.
  • 总页数 100
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类 贸易经济;经济学;经济学;工业心理学;心理学;
  • 关键词

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