Perceived Algorithmic Control: Conceptualization and Scale Development

2023 | European Conference On Information Systems | Citations: 1

Authors: Alizadeh, Armin; Hirsch, Felix; Benlian, Alexander; Wiener, Martin; Cram, W.

Abstract: Organizations today leverage big data analytics combined with modern informatio ... Expand

Abstract: Organizations today leverage big data analytics combined with modern information and communication technology (ICT) to control workers in a largely automated manner. This phenomenon is commonly referred to as algorithmic control (AC). Research has shown that worker perceptions of AC applications can impact critical outcomes such as worker resistance, continuance intention, and well-being. Despite recent efforts to better understand these worker-level effects of AC, no systematic measures of workers' perceptions of AC exist to date. In this study, we develop and present a scale to empirically measure AC at the worker level. In particular, following established scale development guidelines, we conceptualize AC in terms of seven distinct forms, and derive, evaluate, and validate a final set of 33 measurement items. In doing so, our study paves the way for a much-needed, more systematic investigation of AC and its worker-level implications. Collapse

Topics: database system video conference social media

Methods: qualitative interview survey design psychometrics card sorting descriptive statistic

How commitment and platform adoption drive the e-commerce performance of SMEs: A mixed-method inquiry into e-commerce affordances

2023 | International Journal of Information Management | Citations: 0

Authors: Ballerini, Jacopo; Herhausen, Dennis; Ferraris, Alberto

Abstract: To cope with the digital transition exacerbated by the COVID-19 pandemic, manage ... Expand

Abstract: To cope with the digital transition exacerbated by the COVID-19 pandemic, managers of manufacturing small and medium enterprises (SMEs) need to adopt innovative practices to face uncertain scenarios and create longterm value, identified as transformational entrepreneurship practices. Among emerging digital technologies, digital platforms are shaping and outgrowing the e-commerce channel representing a potential opportunity for manufacturing SMEs to embrace digital transformation. Drawing on affordance theory, this research uses a mixed method approach to investigate how manufacturing SMEs’ e-commerce commitment and digital platform adoption stimulate the actualization of three e-commerce affordances: consumer knowledge generation, inter­ nationalization, and customer diversification. Based on survey responses from 165 manufacturing SME man­ agers, we find that direct selling through owned websites actualizes consumer knowledge generation and internationalization, indirect selling actualizes customer diversification and internationalization, and agency selling through third-party platforms actualizes all three affordances. The relationship between e-commerce commitment and ecommerce performance is mediated by consumer knowledge generation and internationali­ zation but not by customer diversification. A fsQCA analysis outlines seven configurations actualizing these ecommerce affordances by pairing different ecommerce approaches with degrees of e-commerce commitment. Finally, an analysis of open-ended questions from 24 respondents complements the study and deeply interprets the seven unique configurations outlined. Collapse

Topics: electronic commerce affordance user experience entrepreneurship usability

Methods: survey qualitative interview structural equation modeling data transformation personal interview

Theories: theory of affordance

City 5.0: Citizen involvement in the design of future cities

2023 | Electronic Markets | Citations: 0

Authors: Becker, Jörg; Chasin, Friedrich; Rosemann, Michael; Beverungen, Daniel; Priefer, Jennifer; Brocke, Jan vom; Matzner, Martin; del Rio Ortega, Adela; Resinas, Manuel; Santoro, Flavia; Song, Minseok; Park, Kangah; Di Ciccio, Claudio

Abstract: A citizen-centric view is key to channeling technological affordances into the d ... Expand

Abstract: A citizen-centric view is key to channeling technological affordances into the development of future cities in which improvements are made with the quality of citizens’ life in mind. This paper proposes City 5.0 as a new citizen-centric design paradigm for future cities, in which cities can be seen as markets connecting service providers with citizens as consumers. City 5.0 is dedicated to eliminating restrictions that citizens face when utilizing city services. Our design paradigm focuses on smart consumption and extends the technology-centric concept of smart city with a stronger view on citizens’ roadblocks to service usage. Through a series of design workshops, we conceptualized the City 5.0 paradigm and formalized it in a semi-formal model. The applicability of the model is demonstrated using the case of a telemedical service offered by a Spanish public healthcare service provider. The usefulness of the model is validated by qualitative interviews with public organizations involved in the development of technology-based city solutions. Our contribution lies in the advancement of citizen-centric analysis and the development of city solutions for both academic and professional communities. Collapse

Topics: public good smart city innovation management database system business model

Methods: qualitative interview conceptual modelling entity relationship modeling personal interview design artifact

Can Fact-Checking Influence User Beliefs About Misinformation Claims: An Examination of Contingent Effects

2023 | Management Information Systems Quarterly | Citations: 0

Authors: Bhattacherjee, Anol

Abstract: Prior research has suggested that corrective fact-checking has inconsistent eff ... Expand

Abstract: Prior research has suggested that corrective fact-checking has inconsistent effects on beliefs about online misinformation claims. This study attempts to explain this inconsistency using three contingent factorsclaim-source credibility, fact-checker credibility, and attitude strength-which respectively relate to three key parties in the fact-checking process: the source of a misleading claim, the fact-checker, and the user evaluating the fact-check. I hypothesize the interplay between these factors, which is tested using two online experiments on COVID-19-related misinformation with over 900 participants. Multilevel analysis of pretest-posttest, repeated measures data supports the hypothesized moderating effects and offers additional insights about how these effects vary between earlier versus later phases of misinformation cycles. The paper concludes with a discussion of contributions to research and practice. Collapse

Topics: misinformation pandemic BuzzFeed covid 19 user attitude

Methods: experiment regression analysis method longitudinal research statistical power analysis theoretical contribution

Gender, Pay Transparency, and Competitiveness: Why Salary Information Sometimes, but Not Always, Mitigates Gender Gaps in Salary Negotiations

2023 | Group Decision and Negotiation | Citations: 0

Authors: Bear, Julia B.; Pinkley, Robin; Barsness, Zoe; Mazei, Jens; Bhatia, Nazli; Sleesman, Dustin J.

Abstract: Although pay transparency is a widely accepted remedy for the gender pay gap, re ... Expand

Abstract: Although pay transparency is a widely accepted remedy for the gender pay gap, research has devoted little attention to the specific types of salary information that are available to job seekers and whether the framing of this information moderates gender differences in negotiation outcomes. We first conducted an exploratory study to investigate whether men and women differ in how much they rely on and perceive the usefulness of various sources of salary information. A survey of experienced MBA students revealed that, relative to women, men tend to place greater value on sources that involve direct social comparisons (e.g., professional networks) as opposed to more aggregate, general sources (e.g., websites). We then conducted a controlled experiment using a hypothetical job offer negotiation to determine whether framing salary information in terms of social comparison moderates gender gaps in salary requests. Our results supported a moderated mediation model, revealing that men requested higher salaries than women when presented with upward social comparison information (i.e., what a more qualified employee earns), but not downward (i.e., what a less qualified employee earns) or lateral comparison information (i.e., what a similarly qualified employee earns). These effects were driven by heightened competitiveness among men. We also discovered that both men and women experienced the greatest boost in competitiveness and salary requests when presented with downward social comparison information. Overall, salary information is effective in reducing gender gaps, but the effects are nuanced, as they depend on the social comparison inherent to the information. Collapse

Topics: IT career website

Methods: archival research parametric test ANOVA theory development experiment

The Paradoxical Role of Humanness in Aggression Toward Conversational Agents

2023 | Journal of Management Information Systems | Citations: 0

Authors: Brendel, Alfred Benedikt; Hildebrandt, Fabian; Dennis, Alan R.; Riquel, Johannes

Abstract: Conversational Agents (CAs) are becoming part of our everyday lives. About 10 pe ... Expand

Abstract: Conversational Agents (CAs) are becoming part of our everyday lives. About 10 percent of users display aggressive behavior toward CAs, such as swearing at them when they produce errors. We conducted two online experiments to understand user aggression toward CAs better. In the first experiment, 175 participants used either a humanlike CA or a non-humanlike CA. Both CAs worked without errors, and we observed no increased frustration or user aggression. The second experiment (with 201 participants) was the focus of this study; in it, both CAs produce a series of errors. The results show that frustration with errors drives aggression, and users with higher impulsivity are more likely to become aggressive when frustrated. The results also suggest that there are three pathways by which perceived humanness influences users' aggression to CAs. First, perceived humanness directly increases the frustration with the CA when it produces errors. Second, perceived humanness increases service satisfaction which in turn reduces frustration. Third, perceived humanness influences the nature of aggression when users become frustrated (i.e., users are less likely to use highly offensive words with a more humanlike CA). Our research contributes to our theoretical understanding of the role of anthropomorphism in the interaction with machines, showing that designing a CA to be more humanlike is a double-edged sword—both increasing and decreasing the frustration that leads to aggression—and also a means to reduce the most severe aggression. Collapse

Topics: Wikipedia user behavior ease of use electronic mail personality

Methods: experiment theory development statistical hypothesis test chatbot SEM tool

Theories: social response theory

Social Norms and Misinformation Sharing of Politicized Products

2023 | Americas Conference on Information Systems | Citations: 0

Authors: Bui, Quang Neo; Moriuchi, Emi

Abstract: Misinformation has been on the rise, and in many cases, misinformation is inten ... Expand

Abstract: Misinformation has been on the rise, and in many cases, misinformation is intentionally shared for political reasons. This phenomenon first started with political news but now has spread in consumer products. To understand how misinformation sharing occurs differently between politized versus nonpoliticized products, we conducted an experiment and survey 800 respondents in an online crowdsourcing platform. The results show that for a politicized product, individual bias disposition and social norms indeed sway an individual's evaluation of information credibility, her trust and intention to share. However, this effect is not observed for non-politicized products. This call for more research to understand the role of social norms in stopping the spread of misinformation. Collapse

Topics: social norm social media misinformation crowdsourcing information exchange

Methods: parametric test structural equation modeling two-way ANOVA survey moderation analysis

User-Centered Requirements for Augmented Reality as a Cognitive Assistant for Safety-Critical Services

2023 | Business & Information Systems Engineering | Citations: 0

Authors: Bräker, Julia; Osterbrink, Anna; Semmann, Martin; Wiesche, Manuel

Abstract: Augmented reality (AR) is widely acknowledged to be beneficial for services with ... Expand

Abstract: Augmented reality (AR) is widely acknowledged to be beneficial for services with exceptionally high requirements regarding knowledge and simultaneous tasks to be performed and are safety-critical. This study explores the user-centered requirements for an AR cognitive assistant in the operations of a large European maritime logistics hub. Specifically, it deals with the safety-critical service process of soil sounding. Based on fourteen think-aloud sessions during service delivery, two expert interviews, and two expert workshops, five core requirements for AR cognitive assistants in soil sounding are derived, namely (1) real-time overlay, (2) variety in displaying information, (3) multi-dimensional tracking, (4) collaboration, and (5) interaction. The study is the first one on the applicability and feasibility of AR in the maritime industry and identifies requirements that impact further research on AR use in safety-critical environments. Collapse

Topics: augmented reality logistics management mobile phone situational awareness implicit knowledge

Methods: cognitive walkthrough qualitative interview design science case study protocol analysis

How mindfulness decreases cyberloafing at work: a dual-system theory perspective

2023 | European Journal of Information Systems | Citations: 0

Authors: Chen, Qian; Gong, Yeming; Lu, Yaobin; Chau, Patrick Y.K.

Abstract: Cyberloafing is a prevalent phenomenon in organisations that may cause serious p ... Expand

Abstract: Cyberloafing is a prevalent phenomenon in organisations that may cause serious problems. In previous studies, cyberloafing has been studied as planned and intentional behaviour. Interestingly, we have observed that cyberloafing frequently happens when employees use smartphones to assist with work tasks, but they may not necessarily intend to engage in this activity. We distinguish between active and passive cyberloafing and focus on studying the latter. Based on dual-systems theory, we introduce the construct of mindfulness in the exploration of the antecedences and internal mechanism of passive cyberloafing. We conducted a research survey with employees who use smartphones to assist with work tasks and collected 474 valid questionnaires to examine our research model. The results showed that dual systems are associated with cyberloafing by influencing mind-wandering, and mindfulness significantly decreased mind-wandering when using a smartphone. This study analyses cyberloafing from an innovative neuroscience perspective and contributes to the literature by proposing a new classification of cyberloafing behaviour, reveals the internal mechanism of how dual systems impact an individual’s behaviour, and introduces mindfulness as an antecedent factor of dual systems. Collapse

Topics: mindfulness smartphone social network information system use personality

Methods: survey data transformation SEM tool factor analysis exploratory factor analysis

Theories: dual-system theory big five model general systems theory

Fit into work! From formalizing governance of gig platform ecosystems to helping gig workers craft their platform work

2023 | Decision Support Systems | Citations: 0

Authors: Chen, Jianyu; Luo, Jinlian; Hu, Wenan; Ma, Jun

Abstract: The current governance model of gig platform ecosystems benefits gig platforms a ... Expand

Abstract: The current governance model of gig platform ecosystems benefits gig platforms and customers, but puts gig workers in the weakest position of the triangular relationship. Thus, gig workers experience difficulty in addressing hardships related to gig work. To this end, we must determine how gig platforms build a governance environment that matches gig workers to help them craft gig work. However, extant studies have remained in the qualitative research surface, lacked a certain empirical insight, and have not clarified the direction to creating an effective platform governance model. Thus, based on such literature, we first conceptualize platform formal­ ization governance. Drawing on person-environment fit theory, the PLS-SEM analysis of 290 data from gig workers finds that platform formalization governance directly promotes gig workers' job crafting and indirectly propels it by improving performance appraisal systems' transparency. However, platform work insecurity climate weakens such an direct/indirect positive relationship. These findings contribute to strategic values and effec­ tiveness of the governance model of gig platform ecosystems, thus balancing interests between gig platforms, gig workers, and customers. Gig platforms should consider appropriately formalizing the current governance model and improving work insecurity climate, which helps gig workers more easily address hardships associated with platform work through job crafting. Collapse

Topics: platform worker platform work digital ecosystem platform governance algorithmic management

Methods: survey partial least squares path modeling data transformation PLS tool double-barreled question