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We investigate whether and why people might adjust compensation for workers who use AI tools. Across 13 studies (N = 4,956), participants consistently lowered compensation for workers who used AI compared to those who did not. This "AI…

综合经济学 · 经济学 2026-03-06 Jin Kim , Shane Schweitzer , David De Cremer , Christoph Riedl

For more than thirty years, it has been claimed that a way to improve software developers' productivity and software quality is to focus on people. The underlying assumption seems to be that "happy and satisfied software developers perform…

软件工程 · 计算机科学 2016-01-27 Daniel Graziotin

User-generated content can be distributed at a low cost using peer-to-peer (P2P) networks, but the free-rider problem hinders the utilization of P2P networks. In order to achieve an efficient use of P2P networks, we investigate fundamental…

网络与互联网体系结构 · 计算机科学 2010-08-03 Jaeok Park , Mihaela van der Schaar

We consider a crowdsourcing model in which $n$ workers are asked to rate the quality of $n$ items previously generated by other workers. An unknown set of $\alpha n$ workers generate reliable ratings, while the remaining workers may behave…

人机交互 · 计算机科学 2016-06-20 Jacob Steinhardt , Gregory Valiant , Moses Charikar

One of the virtues of peer review is that it provides a self-regulating selection mechanism for scientific work, papers and projects. Peer review as a selection mechanism is hard to evaluate in terms of its efficiency. Serious efforts to…

物理与社会 · 物理学 2015-05-19 Stefan Thurner , Rudolf Hanel

Punishment as a mechanism for promoting cooperation has been studied extensively for more than two decades, but its effectiveness remains a matter of dispute. Here, we examine how punishment's impact varies across cooperative settings…

综合经济学 · 经济学 2025-08-26 Mohammed Alsobay , David G. Rand , Duncan J. Watts , Abdullah Almaatouq

Peer influence on effort devoted to some activity is often studied when effort is unobserved, and the researcher instead observes an outcome that combines effort with other shocks. For instance, in education, achievement measures such as…

计量经济学 · 经济学 2026-04-22 Aristide Houndetoungan , Cristelle Kouame , Michael Vlassopoulos

I study peer effects that arise from irreversible decisions in the absence of a standard social equilibrium. I model a latent sequence of decisions in continuous time and obtain a closed-form expression for the likelihood, which allows to…

计量经济学 · 经济学 2026-02-18 Vincent Starck

An experimental study, that finds the impact of Internet access control on the employees productivity in the National University. The purpose of the study is to boost the employee productivity through proper Internet access control. The…

计算机与社会 · 计算机科学 2020-05-12 Khaled Waleed , Ali AlSoufi

The "free rider" problem has long plagued pedagogies based on collaborative learning. The most common solution to the free rider problem is peer evaluation. As well other existing methods of peer evaluation include self-evaluation --- and…

历史与综述 · 数学 2019-04-09 Fedor Duzhin

This paper is about the possible negative impact of excessive collaboration on the performance of top employees. With the rise of participatory culture and developments in communications technology, management practices require greater…

应用统计 · 统计学 2020-04-29 Anna Velyka , Marco Guerzoni

We analyze the effectiveness of working in pairs on the Conceptual Survey of Electricity and Magnetism test in a calculus-based introductory physics course. Students who collaborated with a peer showed significantly larger normalized gain…

物理教育 · 物理学 2016-02-25 Chandralekha Singh

An open problem in evolutionary game dynamics is to understand the effect of peer pressure on cooperation in a quantitative manner. Peer pressure can be modeled by punishment, which has been proved to be an effective mechanism to sustain…

物理与社会 · 物理学 2015-09-23 Han-Xin Yang , Zhi-Xi Wu , Zhihai Rong , Ying-Cheng Lai

In this paper peer review reliability is investigated based on peer ratings of research teams at two Belgian universities. It is found that outcomes can be substantially influenced by the different ways in which experts attribute ratings.…

数字图书馆 · 计算机科学 2013-07-29 Nadine Rons , Eric Spruyt

For decades now, it has been claimed that a way to improve software developers' productivity is to focus on people. Indeed, while human factors have been recognized in Software Engineering research, few empirical investigations have…

软件工程 · 计算机科学 2013-06-10 Daniel Graziotin , Xiaofeng Wang , Pekka Abrahamsson

We study the accuracy of job seekers' wage expectations by comparing subjective beliefs to objective benchmarks using linked administrative and survey data. Our findings show that especially job seekers with low objective earnings potential…

综合经济学 · 经济学 2024-09-11 Marco Caliendo , Robert Mahlstedt , Aiko Schmeißer , Sophie Wagner

Scientists have been interested in estimating causal peer effects to understand how people's behaviors are affected by their network peers. However, it is well known that identification and estimation of causal peer effects are challenging…

统计方法学 · 统计学 2021-09-07 Naoki Egami , Eric J. Tchetgen Tchetgen

This study empirically investigates the impact of AI-augmented peer review systems on scientific productivity using panel data from OECD countries. While prior research has highlighted inefficiencies in traditional peer review, little…

计算机与社会 · 计算机科学 2026-04-08 Dongsoo Han

Peer effects, in which the behavior of an individual is affected by the behavior of their peers, are posited by multiple theories in the social sciences. Other processes can also produce behaviors that are correlated in networks and groups,…

统计方法学 · 统计学 2021-02-16 Dean Eckles , Eytan Bakshy

We use variation of test scores measuring closely related skills to isolate peer effects. The intuition for our identification strategy is that the difference in closely related scores eliminates factors common to the performance in either…

综合经济学 · 经济学 2025-07-03 Guido Kuersteiner , Ingmar Prucha , Ying Zeng