Areas of interest: Organization Theory, Innovation & Technology, Strategy, Nonfinancial Incentives, Social Evaluation, Online Communities, Scientific Teams
Works in progress
Smirnova I, Romero D, & Teplitskiy M. “Nudging science towards fairer evaluations: Evidence from peer review.” Media coverage: IOP Publishing news; Nature career news.
In this project we partnered with one of the world’s leading scientific publishing companies, IOP Publishing, to investigate whether the policy of “nudging” authors to anonymize their papers, i.e. strongly encouraging but not enforcing it, reduces prestige bias in manuscript evaluations made by editors and reviewers. We found that “nudging” works! For low-prestige authors, the policy increased positive peer reviews; for middle- and high-prestige authors, on the other hand, the policy decreased positive reviews and final acceptance. This inquiry offers some first insights on an efficient policy design that is 1) low-cost, and, at the same time, 2) helps make evaluations fairer in settings with qualitative expert judgments.
Smirnova I, Reitzig M, & Mitsuhashi H. “OSS communities as complementary assets—why and where do they work efficiently?”
In this paper we investigate what shapes project growth in online communities like GitHub and why some project founders induce more contributions than others. Many online communities typically host a collection of projects, and community members have a choice of which projects, if any, to join. Each project founder thus can receive voluntary contributions from other community participants and can reciprocate back either by 1) making contributions to others’ projects or 2) by managing the incoming contributions to grow their own project optimally. We examine how community members perceive these two types of reciprocal behavior of a given project founder and whether they help a founder to receive more incoming help or not. Interestingly, we find that only the latter reciprocal behavior of a founder leads to project growth even though both behaviors are well-intended.
“Division of labor and the decentralization of power: Delegation in software development projects” with M. Raveendran (UC Riverside).
“How badges and awards influence contributor reputation and performance: Evidence from Stack Overflow” with T. Gubler (Brigham Young University).
“Do Stack Overflow users have greater career benefits? A study of the complementarity between “virtual” and “real” world work achievements” with D. Kryscynski (Brigham Young University, University of Michigan).
“When does feedback improve the quality of scientific ideas? Exploring the role of intellectual proximity and expertise” with M. Teplitskiy (University of Michigan).
Organization Science 2022, in press
Smirnova I, Reitzig M, & Sorenson O. 2022. “Building status in an online community.”
Media coverage: UCLA Anderson Review
This research investigates how contributors, by collecting non-monetary awards for their contributions, attain high status within the community. The main motivation for this project comes from the observation that having community-wide recognition is one of the key drivers for why people join such collectives. Given how valuable and desirable community-wide status is, this paper explores the pathways through which one could gain it. We investigate the notion that the actions that contribute to status attainment vary as community contributors move up the status hierarchy. Combining the data from the online Q&A community Stack Overflow and two experiments, we find that contributors can build low levels of status by engaging in activities whose quality is easy to assess for the community (i.e. asking questions). As status rises, however, further increases in status come from engaging in activities that are more difficult to evaluate (i.e. providing answers) or even impossible to judge (i.e. commenting).
Research Policy 2022
Smirnova I, Reitzig M, & Alexy O. 2022. “What makes the right OSS contributor tick? Treatments to motivate high-skilled developers.” Research Policy 51(1).
Media coverage: UMSI news
This paper explores how non-monetary preferences (an element of organizational design) effect effort (an important component of collaborative innovation). Just as individual community members differ in their preferences, so do they vary along a series of other dimensions: professional history, experience, skill, and so forth. This research explores how the management of an innovation project influences different contributors’ perceptions and engagement. In more detail, we examine how the skills of contributors effect their selection for an open source project in the first place, and how project owners—private individuals or companies—can motivate developers with the right skill to exert continuous effort on a project after joining. We focus on three design parameters that can be managed by founders (founders revealing their corporate affiliation, project acceptance rate and feedback provision time) and test how they impact the effort of different developers within the Stack Overflow and GitHub communities.
Information Technology and Management 2021
Mishra B & Smirnova I. 2021. “Optimal configuration of intrusion detection systems.” Information Technology and Management 22: 231–244.
An intrusion detection system (IDS) can protect your network and computer from a variety of threats. IDSs are designed to assist detection of computer security violations including illegal entry by outsiders and abuse of privileges by insiders. This article develops the clear connection between IDS systems and their economic/managerial impact and presents an optimization model based on game theory to assist firms in the IDS configuration process. The model is based on the fact that the frequencies of false positives and false negatives affect the way firms deal with signals from the IDS, and that configuration affects the behaviors of users significantly. Given that no one configuration will be optimal for all firms, our analysis develops interesting insights into how the firm’s cost parameters, the IDS’s quality parameters, and the external parameters (such as hacker’s benefit from intrusion and the penalty that is imposed when the intrusion is detected) affect the configuration decisions.
Smirnova I, Reitzig M, & Mitsuhashi H. 2020. “On the division of labor in open innovation teams: An empirical analysis.” Academy of Management Conference Proceedings.
Smirnova I & Reitzig M. 2017. “What makes the right contributor tick? Skill-based sorting in non-traditional production communities.” Academy of Management Conference Proceedings.
Smirnova I, Münch J, & Stupperich M. 2014. “A canvas for establishing global software development collaborations.” Proceedings of the 20th International Conference on Information and Software Technologies 465: 73–93.
Smirnova I. 2013. “Impact of cloud computing on global software development challenges.” Proceedings of the seminar no. 58312107 on Cloud-Based Software Engineering, University of Helsinki, 34–39.