Generative AI and the future of education: Ragnarök or reformation? A paradoxical perspective from management educators

The International Journal of Management Education, Journal Year: 2023, Volume and Issue: 21(2), P. 100790 - 100790

Published: March 1, 2023

Generative artificial intelligence (AI) has taken the world by storm, with notable tension transpiring in field of education. Given that AI is rapidly emerging as a transformative innovation, this article endeavors to offer seminal rejoinder aims (i) reconcile great debate on order (ii) lay foundation for co-exist resource future Using critical analysis method and paradox theory theoretical lens (i.e., "how"), defines education "ideas"), establishes paradoxes "what"), (iii) provides implications from perspective management educators "so what"). Noteworthily, are four-fold: (Paradox #1) 'friend' yet 'foe', #2) 'capable' 'dependent', #3) 'accessible' 'restrictive', #4) gets even 'popular' when 'banned' "what"). Through position seeks embrace rather than reject AI, lessons emerge discussion herein represent contribution trending topic should be useful approaching game-changer reformation at large, extension, mitigating situation where develops into Ragnarök dooms which part

Language: Английский

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On the use of AI-based tools like ChatGPT to support management research

European Journal of Innovation Management, Journal Year: 2023, Volume and Issue: 26(7), P. 233 - 241

Published: April 3, 2023

Purpose The article discusses the current relevance of artificial intelligence (AI) in research and how AI improves various methods. This focuses on practical case study systematic literature reviews (SLRs) to provide a guideline for employing process. Design/methodology/approach Researchers no longer require technical skills use their research. recent discussion about using Chat Generative Pre-trained Transformer (GPT), chatbot by OpenAI, has reached academic world fueled heated debates future Nevertheless, as saying goes, will not replace our job; human being will. editorial aims an overview state research, highlighting trends developments field. Findings main result is guidelines scientific were developed review but authors believe instructions provided can be adjusted many fields including limited quantitative data qualification, unstructured data, qualitative even support functions repetitive tasks. Originality/value already potential make researchers’ work faster, more reliable convenient. highlight advantages limitations time, which should present any utilizing AI. Advantages include objectivity repeatability processes that currently are subject error. most substantial disadvantages lie architecture general-purpose models, understanding essential them describe critical shortcomings without going into detail suggest with daily.

Language: Английский

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Guidelines for interpreting the results of bibliometric analysis: A sensemaking approach

Global Business and Organizational Excellence, Journal Year: 2023, Volume and Issue: 43(2), P. 17 - 26

Published: Aug. 2, 2023

Abstract While bibliometric analysis is inherently quantitative and objective, it necessitates interpretation, thereby introducing an element of subjectivity. This article proposes a sensemaking approach that transitions researchers from mere description to proactive interpretation results, transforming raw information into informed insights. We discuss the applicability in offer practical guidelines for its integration systematic literature reviews. These revolve around three‐stage process—that is, scanning, sensing, substantiating—each crucial deriving meaningful interpretations. As such, this serves as valuable guide seeking utilize potent analytical tool their review studies.

Language: Английский

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How to design bibliometric research: an overview and a framework proposal

Review of Managerial Science, Journal Year: 2024, Volume and Issue: 18(11), P. 3333 - 3361

Published: March 6, 2024

Abstract Bibliometric analysis has recently become a popular and rigorous technique used for exploring analyzing the literature in business management. Prior studies principally focused on ‘how to do bibliometric analysis’, presenting an overview of methodology along with various techniques step-by-step guidelines that can be relied rigorously conduct analysis. However, current body evidence is limited its ability provide practical knowledge enhance design performance research. This claim supported even by fact relevant refer their work as ‘bibliometric analysis’ rather than research’. Accordingly, we endeavor offer more functional framework researchers who wish design/conduct research any field research, especially To this, followed twofold way. We first outlined main stages steps typical Then, proposed comprehensive specifying how under what headings (step-by-step) will and/or presented. Thus, paper expected useful source gain insights into available guide designing/conducting

Language: Английский

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How to conduct systematic literature reviews in management research: a guide in 6 steps and 14 decisions

Review of Managerial Science, Journal Year: 2023, Volume and Issue: 17(5), P. 1899 - 1933

Published: May 12, 2023

Abstract Systematic literature reviews (SLRs) have become a standard tool in many fields of management research but are often considerably less stringently presented than other pieces research. The resulting lack replicability the and conclusions has spurred vital debate on SLR process, related guidance is scattered across number core references overly centered design conduct SLR, while failing to guide researchers crafting presenting their findings an impactful way. This paper offers integrative review widely applied most recent guidelines domain. adopts well-established six-step process refines it by sub-dividing steps into 14 distinct decisions: (1) from question, via (2) characteristics primary studies, (3) retrieving sample relevant literature, which then (4) selected (5) synthesized so that, finally (6), results can be reported. Guided these decisions, prior critically reviewed, gaps identified, synthesis offered. elaborates mainly pointing reader toward available guidelines. thereby avoids reproducing existing enriches it. 6 decisions provide methodological, theoretical, practical along exemplifying them best-practice examples revealing temporal sequence main interrelations. guides designing, executing, publishing theory-based impact-oriented SLR.

Language: Английский

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Stakeholder theory

Journal of Business Research, Journal Year: 2023, Volume and Issue: 166, P. 114104 - 114104

Published: June 25, 2023

Stakeholder theory (ST) is a profound in business ethics and organizational management. Though several ST reviews are available, they remain restricted to functional or niche areas. Specifically, no study, date, has attempted review research its entirety. To address this noteworthy gap, study endeavors (i) offer comprehensive definition of (ii) retrospect prospect promising avenues for future growth. Given the large corpus (n = 988) long history (1969–2021) research, adopts performs systematic literature using bibliometric analysis (performance science mapping). Consequently, reveals productivity (publication) impact (citation) contributors (journals, authors, countries), major thematic clusters (ST sustainability, performance, strategic management, stakeholder management), (iii) advance across all clusters.

Language: Английский

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The GenAI is out of the bottle: generative artificial intelligence from a business model innovation perspective

Review of Managerial Science, Journal Year: 2023, Volume and Issue: 18(4), P. 1189 - 1220

Published: Sept. 13, 2023

Abstract The introduction of ChatGPT in November 2022 by OpenAI has stimulated substantial discourse on the implementation artificial intelligence (AI) various domains such as academia, business, and society at large. Although AI been utilized numerous areas for several years, emergence generative (GAI) applications ChatGPT, Jasper, or DALL-E are considered a breakthrough acceleration technology due to their ease use, intuitive interface, performance. With GAI, it is possible create variety content texts, images, audio, code, even videos. This creates implications businesses requiring deeper examination, including an influence business model innovation (BMI). Therefore, this study provides BMI perspective GAI with two primary contributions: (1) development six comprehensive propositions outlining impact businesses, (2) discussion three industry examples, specifically software engineering, healthcare, financial services. employs qualitative analysis using scoping review methodology, drawing from wide-ranging sample 513 data points. These include academic publications, company reports, public information press releases, news articles, interviews, podcasts. thus contributes growing management research concerning AI's potential offers practical insights into how utilize develop new improve existing models.

Language: Английский

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Evolution and trends in consumer behaviour: Insights from Journal of Consumer Behaviour

Journal of Consumer Behaviour, Journal Year: 2022, Volume and Issue: 22(1), P. 217 - 232

Published: Nov. 10, 2022

Abstract The way consumers behave is fundamental to marketing. Journal of Consumer Behaviour ( JCB ) an international journal dedicated publishing the latest developments consumer behaviour. To gain understanding evolution and trends in behaviour, this study presents a retrospective review using bibliometric analysis. Using bibliographic records from Scopus, finds that behaviour research has grown substantially terms collaboration (co‐authorships), global reach (countries), productivity (publications), impact (citations). major themes explored by include information processing, consumption communities, value, sustainable consumption, intergenerational consumer‐brand relationship, ethics, conditional relationships most recent considered externalities such as COVID‐19 pandemic focused on ethics line with movement toward environmental social governance (ESG) development goals (SDGs).

Language: Английский

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The role of digitalization in business and management: a systematic literature review

Review of Managerial Science, Journal Year: 2023, Volume and Issue: 18(2), P. 449 - 491

Published: March 28, 2023

Abstract Digitalization is a powerful engine for economic growth in the world. In 2018, digitally transformed firms represented 13.5 billion US dollars of global GDP and, towards end 2023, they are expected to represent 53.3 dollars, over half general nominal (Statista, Nominal driven by and other enterprises worldwide 2018–2023. https://www.statista.com/statistics/1134766/nominal-gdp-driven-by-digitally-transformed-enterprises/ , 2022). The main objective this study provide information (highlighting principal research topics agendas) from literature on state-of-the-art digitalization within through Systematic Literature Review (SLR). all, 119 review articles most mature functional areas firm analyzed: management, marketing, finance accounting, published WOS period 2018-April 2022. study, key relevant tendencies identified firm, which impact digital technologies analysis consumer behavior; green innovation organizations; blockchain technology applied financial services. contributions work as follows: (1) complete up-to-date perspective, summarizing current state knowledge an integrated framework; (2) reduce complexity offering structure clarity; (3) offer links between established points view finance, accounting. novelty paper centered joint digitalization, transformation, technologies, taking into account firm.

Language: Английский

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Smart city governance from an innovation management perspective: Theoretical framing, review of current practices, and future research agenda

Technovation, Journal Year: 2023, Volume and Issue: 123, P. 102717 - 102717

Published: Feb. 7, 2023

Smart city transitions are a fast-proliferating example of urban innovation processes, and generating the insight required to support their unfolding should be key priority for scholars. However, after decades research, governance mechanisms remain among most undertheorized relatively overlooked dimensions smart transitions. To address this problem, we conduct systematic literature review that connects fragmented knowledge accumulated through observation transition dynamics in 6 continents, 43 countries, 146 cities regions. Our empirical work is instrumental achieving threefold objective. First, assemble an overarching framework expands theoretical foundations from management perspective. Second, elaborate on by providing thorough overview documented practices. This highlights strengths weaknesses current approaches transitions, leading evidence-based strategic recommendations. Third, identify critical gaps future research agenda. In linking theory scholarship, agenda suggests leveraging promising cross-disciplinary connections more intense efforts probing interaction patterns between institutional contexts, digital innovation, ecosystems.

Language: Английский

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