Responsible Artificial Intelligence as a Secret Ingredient for Digital Health: Bibliometric Analysis, Insights, and Research Directions

2023 | Information Systems Frontiers | Citations: 0

Authors: Fosso Wamba, Samuel; Queiroz, Maciel M.

Abstract: With the unparallel advance of leading-edge technologies like artificial intelli ... Expand

Abstract: With the unparallel advance of leading-edge technologies like artificial intelligence (AI), the healthcare systems are transforming and shifting for more digital health. In recent years, scientific productions have reached unprecedented levels. However, a holistic view of how AI is being used for digital health remains scarce. Besides, there is a considerable lack of studies on responsible AI and ethical issues that identify and suggest practitioners’ essential insights towards the digital health domain. Therefore, we aim to rely on a bibliometric approach to explore the dynamics of the interplay between AI and digital health approaches, considering the responsible AI and ethical aspects of scientific production over the years. We found four distinct periods in the publication dynamics and the most popular approaches of AI in the healthcare field. Also, we highlighted the main trends and insightful directions for scholars and practitioners. In terms of contributions, this work provides a framework integrating AI technologies approaches and applications while discussing several barriers and benefits of AI-based health. In addition, five insightful propositions emerged as a result of the main findings. Thus, this study’s originality is regarding the new framework and the propositions considering responsible AI and ethical issues on digital health. Collapse

Topics: health information system artificial intelligence responsible artificial intelligence robotic big data

Methods: bibliometric analysis deep learning machine learning literature sample literature study

The Returns to Nonmarket Strategies During Institutional Transitions: Investor Reactions to Actor and Tie Characteristics

2023 | Organization Science | Citations: 0

Authors: Gatignon, Aline; Gama, Marina A. B.; DeMello, Rodrigo B.

Abstract: We explain how investor perceptions of nonmarket strategies’ legitimacy, and the ... Expand

Abstract: We explain how investor perceptions of nonmarket strategies’ legitimacy, and thereby value, change during institutional transitions toward greater legal compliance. Indirect influence strategies should be better aligned with the transition and therefore become more legitimate than those associated with direct co-optation and control. Moreover, investors should assess this alignment based on two defining characteristics of firms’ nonmarket strategies, namely, the nonmarket actors and the ties involved. We, therefore, expect investors to value firms’ ties to nongovernmental organizations (NGOs) more than to political actors and ties formed via donations more than board ties. We test our hypotheses in the context of seven police raids that took place in Brazil in 2014; these raids launched “Operation Car Wash,” an anticorruption probe that signaled to investors a shift toward greater legal compliance at that point in time. Ultimately, we find that firms benefited the most when both nonmarket actors and ties were aligned with the institutional transition (i.e., NGO donations), and they suffered the most when both characteristics were misaligned (i.e., political board ties). Our findings integrate nonmarket strategies’ political and social facets by showing how actor and tie characteristics jointly explain their success or failure. They also contribute to explaining which firms will be better positioned to weather institutional transitions between legal capture and legal compliance. Funding: This work was supported by Getúlio Vargas Pesquisa-Fundação Getúlio Vargas; Govil Family Faculty Scholar Award; Wharton School, University of Pennsylvania. Supplemental Material: The online appendices are available at https://doi.org/10.1287/orsc.2022.1616. Collapse

Topics: database system corporate governance financial performance accounting corporate social responsibility

Methods: Wald test robustness check qualitative interview statistical hypothesis test theory development

The Role of Parents’ Mores on Their Intentions to Enroll Their Children in a School-based Telemedicine Program

2023 | Communications of the Association for Information Systems | Citations: 0

Authors: Ghashami, Farnaz; Gantz, Christopher; Gefen, David

Abstract: Hospitals providing nurse-run school telemedicine programs can improve children ... Expand

Abstract: Hospitals providing nurse-run school telemedicine programs can improve children's access to healthcare services by delivering such services on school premises. Despite this potential, the enrollment in such programs by parents falls short of expectations because of parents' hesitation to allow their children to receive such telemedicine healthcare services. This study investigates some aspects of the role of parents' perception of contributing to a good cause, i.e., personal mores, on their intentions to enroll their children in such a telemedicine program. Surveying parents about such a new telemedicine service that is being deployed in their school district shows that parents' personal mores are associated with increased intentions over and above its expected time-flexibility advantages. Surprisingly, trust increased intentions was fully mediated by those mores. Practical and theoretical implications are discussed, especially that doing good to others may be another reason why people adopt telemedicine, suggesting another reason beyond the utilitarian, rational, and social processes that are portrayed in previous research. Collapse

Topics: behavioral intention electronic health technology adoption missing data healthcare data

Methods: survey qualitative interview SEM tool post-hoc analysis descriptive statistic

Motivation to Lead of IT Professionals: The Role of IT Occupational Culture, Commitment and Gender Equality Policies in Latin America

2023 | Americas Conference on Information Systems | Citations: 0

Authors: Guzman, Indira; Sanchez, Aurora; Lopez, Rolando Gonzales

Abstract: Organizations are being impacted by the rapid advances in Information Technolog ... Expand

Abstract: Organizations are being impacted by the rapid advances in Information Technology (IT), and motivated IT leaders are critical. Gender is also an issue in IT since women are underrepresented in IT leadership positions worldwide and in Latin America. This research in progress aims to assess a model of factors that could impact the motivation to lead of IT professionals. The proposed model integrates the occupational culture framework and the construct of the importance of gender equality policies. Previous research found that people in the IT occupation have unique characteristics that are different from other occupations. The theoretical frameworks of motivation to lead and IT occupational culture (ITOC) serve as a foundation for our research model. In addition, the construct importance of gender policies was designed and validated for this research. This research will be undertaken in the context of IT professionals in four countries in Latin America. Collapse

Topics: IT workforce organizational commitment

ON CONTEXTUAL CONTRADICTION: A FIELD STUDY OF DIGITAL PAYMENT INCLUSION IN MEXICO

2023 | European Conference On Information Systems | Citations: 0

Authors: Kessel, Lino; Mora, Juan Camilo Giraldo

Abstract: Digital payment technology allows financially excluded communities to access fi ... Expand

Abstract: Digital payment technology allows financially excluded communities to access financial services by crossing infrastructural, regulatory, and economic boundaries. However, there are also cases where its presence might lead to exclusion. In addition to these diverse findings, it remains unclear why exclusion prevails in Mexico, where digital payment technology is highly developed for Latin America. Consequently, this study addresses how and why the Mexican context conditions digital payment inclusion. Based on a dynamic understanding of context and a field study, we operationalise Mexico's contextual conditioning through inequalities. Using observations, interviews and documents, the study's results reveal what we term contextual contradiction. Socio-economic infrastructure separation, evolutionary regression, and informal legislation are contextual contradictions which convey a dynamic conditioning leading to digital payment inclusion and exclusion. These findings contribute to debates on contextual explanation by addressing how context and phenomenon emerge together without bounding, stabilising, or situating context. Collapse

Topics: electronic payment information system use mobile application legal context systems analysis

Methods: qualitative interview field study literature study theory development mixed method

Are we on the right track? an update to Lyytinen et al.’s commentary on why the old world cannot publish

2023 | European Journal of Information Systems | Citations: 0

Authors: Mettler, Tobias; Sunyaev, Ali

Abstract: In a thought-provoking paper published in EJIS more than a decade ago, Lyytinen ... Expand

Abstract: In a thought-provoking paper published in EJIS more than a decade ago, Lyytinen and colleagues asked the question, why does the “old world” perform poorly in high academic impact publishing? This triggered a lively debate on the epistemological and methodological traditions, preferences, and research practices of Europeans versus North Americans that has lasted until today. Is it still true, we asked ourselves, that European scholars generate less academic impact than their North American colleagues? Is the European research context indeed disadvantageous for developing high academic impact research? In this paper, we set out to explore these questions by analysing the Google Scholar profiles of 1713 IS researchers from all over the world. Our findings show that Northern and Western European scholars no longer seem to differ significantly from their North American peers, even though the different research contexts still exercise a certain level of influence. However, is this a development the “old world” desires? We provide an assessment and some suggestions for the future of European IS research. Collapse

Topics: IT investment productivity IS discipline Google+ problem solving

Methods: ANOVA parametric test bibliometric analysis statistical hypothesis test robust regression

Pathways to developing information technology-enabled capabilities in born-digital new ventures

2023 | International Journal of Information Management | Citations: 0

Authors: Sadreddin, Arman; Chan, Yolande E.

Abstract: Despite significant business opportunities made possible through advancements in ... Expand

Abstract: Despite significant business opportunities made possible through advancements in technology, readily available digital technologies are often overlooked and not used by new ventures. To address this knowledge gap, this paper looks at the relationships between readily available digital technologies and born-digital new venture capabilities. We use an affordance lens to explore conditions in which born-digital new ventures interact with digital technologies to actualize digital affordances that facilitate the development of important capabilities. First, using the existing literature, we present a research model and its key elements. Then, using data on new ventures in a Canadian university incubator, we conduct fuzzy-set qualitative comparative analysis (fsQCA) and develop seven configurational research propositions as pathways to develop information technology-enabled organizational capabilities in new ventures. Using this retroductive approach, this research builds a contextspecific middle-range theory that explains complex interactions between readily available digital technologies and new venture characteristics, where resources are provided by incubators in dynamic environments, to facilitate the development of ITOCs in the new ventures. We close by describing the study’s theoretical and practical implications. Collapse

Topics: affordance user experience information technology infrastructure website social media

Methods: qualitative interview theory development case study machine learning longitudinal research

Theories: theory of affordance dynamic capabilities theory fuzzy set theory set theory

Boundary resource management in innovation ecosystems: The case of e-commerce

2023 | Electronic Markets | Citations: 0

Authors: Wulfert, Tobias

Abstract: Major challenges in contemporary information systems development demand new deve ... Expand

Abstract: Major challenges in contemporary information systems development demand new development approaches, such as innovation ecosystems, consisting of a focal innovation platform surrounded by independent developers. The attraction of third-party developers and the amplification of generativity in extension development call for sophisticated boundary resources. As demarcation points between an innovation platform and external developers, boundary resources entail a strategic value and need to be managed carefully. However, existing research does not provide an approach for the holistic management of boundary resources from design to retirement. We apply a design science research approach consisting of two design cycles involving a literature review identifying 26 application lifecycles and the analysis of eight innovation platforms in e-commerce. We evaluated the model for boundary resource management in interviews with nine domain experts. We develop an integrated boundary resource management lifecycle as a specialization of application lifecycle management for the holistic management of boundary resources in innovation ecosystems addressing third-party developers. The boundary resource management lifecycle consists of four layers: boundary resource governance, continuous communication, technical boundary resources, and supplementary boundary resources. It decouples technical and supplementary boundary resources while emphasizing their intertwined nature for ecosystem participants. Owners of innovation platforms can instantiate the reference procedure model for attracting developers. Collapse

Topics: innovation management electronic commerce application programming interface user requirement business process management

Methods: qualitative interview design science case study literature study triangulation

Altering Credibility Through Short-term Government Branding: A Digital Framing Experiment

2022 | International Conference on Business Informatics | Citations: 0

Authors: Behar-Villegas, Erick; Koç, Hasan

Abstract: Government branding is a practice that can be tied to promoting an institution ( ... Expand

Abstract: Government branding is a practice that can be tied to promoting an institution (long-term orientation) or a particular administration and its elected official (short-term orientation), using both physical and digital artifacts. Reviewing the related work in the literature, we document the existence and visibility of an administration-dependent government brand in a developing country by mining social media data and the Google 2019 Spanish corpus. We test the hypothesis that administration-dependent government iconography (e.g. a logo) can lead to a change in the perceived credibility of public information in digital environments. Using an experimental survey approach that parallels the application of framing, we find that short term orientated government iconography can be detrimental to the credibility of government institutions, while they can also be seen as social opportunity costs, as budgets invested in them can be capitalized in later elections and not in the mission of the temporarily branded government body. Collapse

Topics: marketing management database system social media website decision making

Methods: experimental group survey experiment literature study statistical hypothesis test

Theories: semiotic theory

IT Knowledge Spillovers, Absorptive Capacity, and Productivity: Evidence from Enterprise Software

2022 | Information Systems Research | Citations: 0

Authors: Huang, Peng; Ceccagnoli, Marco; Forman, Chris; Wu, D.j.

Abstract: We examine the productivity implications of external knowledge flows obtained th ... Expand

Abstract: We examine the productivity implications of external knowledge flows obtained through an internet-mediated discussion forum in which IT professionals help one another solve problems related to the implementation and use of enterprise software. We extend elements of the absorptive capacity (ACAP) framework that have not previously been studied in the information systems (IS) literature to a new context. Consistent with prior results from the IS literature, we first show that IT spillovers—acquired through employees’ participation in this forum—only accrue to firms with prior related investments in enterprise software. We then demonstrate boundary conditions for ACAP based on characteristics of external knowledge affecting the ease of learning. Our results show that IT spillovers are not “free”; the ability to derive the value of IT spillovers through informal channels—such as online communities—critically depends on both prior related IT investments by the recipient firm and the novelty of external knowledge. Less intuitively, when knowledge originates from relatively novel or emergent domains, the role of prior related knowledge in absorbing spillovers becomes more important. Collapse

Topics: enterprise information system productivity absorptive capacity human resource management IT skill

Methods: Compustat statistical hypothesis test instrumental variables estimation longitudinal research descriptive statistic

Theories: absorptive capacity theory