Information & Management

Article	Citations
Who cares if we get hacked? The development and testing of a measure of information security apathy	570
Encoding consumer interests into product snippets with a multi-criteria genetic optimization approach	333
Exploring the discourse on digital transformation in nonprofit organizations	131
Corrigendum to “Does the industrial big data environment matter? An evaluation of its effect on the production performance” [Information & Management 62 (2025) 104159]	116
Speciesism toward AI: The mechanism of AI affection expression on user satisfaction	106
Blockchain-driven decentralized identity management: An interdisciplinary review and research agenda	101
Linguistic understandability, signal observability, funding opportunities, and crowdfunding campaigns	101
The Impact of Linguistic Complexity on Leadership in Online Q&A communities: Comparing Knowledge Shaping and Knowledge Adding	96
Actively open-minded thinking is key to combating fake news: A multimethod study	95
The puzzle of experience vs. memory: Peak-end theory and strategic gamification design in M-commerce	92
The Goldilocks question: How optimal length and answerer match boost reader payments on paid Q&A platforms	91
Answers Are Wanted: The Role of Bounty Amount and Temporal Scarcity in Knowledge Contribution	82
Visibility of knowledge in social media: Conceptualization and instrument development	76
Does additional audio really work? A study on users' cognitive behavior with audio-visual dual-channel in panoramic digital museum	74
The impact of value homophily, rational and emotional persuasion on information passing of social media advertisements: A model comparison approach	74
How are social and mass media different in relation to the stock market? A study on topic coverage and predictive value	69
Becoming agile together: Customer influence on agile adoption within commissioned software teams	66
Towards new frontiers: How attainment discrepancy affects exploratory behavior in crowdfunding	64
Patient privacy protection: Generating available medical treatment plans based on federated learning and CBR	64
Editorial Board	64
A neo-institutional perspective on the establishment of information security knowledge sharing practices	63
Should we teach in hybrid mode or fully online? A theory and empirical investigation on the service–profit chain in MBAs	62
Editorial Board	60
Data avatars: A theory-guided design and assessment for multidimensional data visualization	60
Digital detox: A theoretical framework and future research directions for Information Systems	58

Resilience through an online platform: Evidence from airbnb and hotels	58
GAI identity threat: When and why do individuals feel threatened?	58
What translates big data into business value? A meta-analysis of the impacts of business analytics on firm performance	57
Healthier together: Social support, self-regulation and goal management for chronic conditions in online health communities	56
Unpacking the social media–driven innovation capability: How consumer conversations turn into organizational innovations	56
Not all innovations are the same: Exploring employees’ ambidextrous innovation behavior in enterprise collaboration platforms	51
Leveraging the metaverse ecosystem: How institutional factors, adoption of metaverse-related technologies, and absorptive capacity drive performance in high-tech small and medium-sized enterprises	50
Collaborative online shopping with virtual reality: An explorative investigation using fNIRS-based hyperscanning	50
Consumer preference analysis based on text comments and ratings: A multi-attribute decision-making perspective	50
Value co-creation for digital innovation: An interorganizational boundary-spanning perspective	48
Editorial Board	48
Keep scrolling: An investigation of short video users’ continuous watching behavior	48
Theoretical and practical applications of blockchain in healthcare information management	48
How to strategically respond to online hotel reviews: A strategy-aware deep learning approach	48
An ensemble deep learning model for fast classification of Twitter spam	46
Online-to-Offline Platforms: Examining the Effects of Demand-Side Usage on Supply-Side Decisions	45
An integrated model of ambivalence and deterrence of bystander inaction in delegitimizing doxing	45
An enhanced governance measure for deep synthesis applications: Addressing the moderating effect of moral sensitivity through message framing	45
The impacts of live chat on service–product purchase: Evidence from a large online outsourcing platform	44
Impact of artificial intelligence (AI) on operational performance: The role of dynamic capabilities	42
When carrots and sticks meet: A mixed-methods study on internet taxi drivers’ job engagement in the IT-driven sharing economy	41
The bright side of emotional extremity: Evidence from tipping in live streaming platform	41
Ethical consumerism, supply chains, and deceptions with RFID-based systems	40
The golden-mean fallacy: A medium-attractiveness face predicts less funding on a crowdfunding platform	39
The platform's store-brand supplier selection and quality information provision decisions	37
The power of prediction with Google searches and social media posts: Retail investor interest and IPO pricing	37
Does centralization of online content regulation affect political hate speech in a country? A public choice perspective	36
Balancing the commitment to the common good and the protection of personal privacy: Consumer adoption of sustainable, smart connected cars	36
Digital human resource strategy: Conceptualization, theoretical development, and an empirical examination of its impact on firm performance	36
Incumbent business ecosystems in the face of new entry: An event study of Google's autonomous car announcement	36
Examining how emotions affect online audience retention: Empirical evidence from livestreaming electronic commerce platforms	36
Toward a campus crisis management system amid the pandemic and beyond	35
VISTA: An inclusive insider threat taxonomy, with mitigation strategies	35
Capturing the self-others dichotomy of social media use: Affordances-actualizations-outcomes model	34
Click-through rate prediction with multi-behavior sequences and shared interest learning	34
Can data analytics raise marketing agility?-A sense-and-respond perspective	33
Capabilities and metrics in DevOps: A design science study	33
The diffusion of malicious content on Twitter and its impact on security	33
Bias in online reviews: The roles played by consumers and products in reviewing online games	33
Online consumer demand during and after natural disasters: Evidence from the COVID-19 pandemic	32
Information disclosure and blockchain technology adoption strategy for competing platforms	31
Momentum effects in crowdsourcing contest platforms	30
The information processing of fake news: How intervention order influences perception over time	30
Applying cognitive evaluation theory to analyze the impact of gamification mechanics on user engagement in resource recycling	30
Socio-technical investigation of cyberbullying among adults: A qualitative content analysis of the legal responses to a complex social problem	30
Antecedents and consequences of data breaches: A systematic review	29
Editorial Board	28
Blockchain technology for bridging trust, traceability and transparency in circular supply chain	28
How does business-IT alignment influence supply chain resilience?	28
Examining the case of French hesitancy toward IDaaS solutions: Technical and social contextual factors of the organizational IDaaS privacy calculus	28

Uncovering the dual influence processes for click-through intention in the mobile social platform: An elaboration likelihood model perspective	28
The impact of physicians’ value co-creation behavior on their online performance in intelligent collaborative healthcare	27
From comparison to purchasing: Effects of online behavior toward associated co-visited products on consumer purchase	27
How social learning drives customer engagement in short video commerce: An attitude transfer perspective	26
Exploring liminal experience of entrepreneurs in information and communication technology innovation in underdeveloped regions	25
How do live-streaming platforms facilitate persuasion in political campaigns? Theory and empirical evidence from the perspective of affordance actualization	25
Toward multilevel research on private information disclosure: A systematic review and future agenda	25
Impact of mobile technology-enabled HR gamification on employee performance: An empirical investigation	25
What makes video gaming productive or addictive? Differential effect of self-determined motivation and need frustration on adolescents’ video gaming	25
The Persuasive Art of Linguistics: An Empirical Study of Project Narration and Donors’ Contributions in the Online Charitable Crowdfunding Market	25
Editorial Board	24
Do mobile device icons help or hurt? Evidence from empirical analyses and design via interpretable machine learning	24
Are real-time volunteer apps really helping visually impaired people? A social justice perspective	24
Exploring the impact of initial herd on overfunding in equity crowdfunding	24
The “holiday effect” in consumer satisfaction: Evidence from review ratings	23
An assimilation maturity model for IT governance and auditing	22
Same technostress situation but different responses: A trait activation theoretical perspective on IT mindfulness in remote work	22
Why do some watch while others donate? An S-O-R Perspective of live streaming engagement	22
The relative values of big data analytics versus traditional marketing analytics to firm innovation: An empirical study	22
Big Data analytics for sustainability: Insight through technological innovation	22
How does buffering-bridging alignment influence supply chain resilience? A polynomial regression analysis	22
Impact of digital leadership capability on innovation performance: The role of platform digitization capability	21
How do crowdfunding models impact crowdfunding performance? The mediating role of backers’ ambiguity and herding effects	21
Robo-advisors and investment intention: A perspective of value-based adoption	21
Editorial Board	21
The duality of ICT-mediated overload: Its nature and consequences	21
“What I’ve received doesn’t match what I saw online”: Effects of purchase-risk notices on reducing online returns	20
Navigating digital turbulence and seizing new possibilities: Special issue from the Pacific Asia Conference on Information Systems	20
Entrepreneurial emotional bias from mass shootings: Evidence from Kickstarter	20
The dark side of virtual status systems: Exploring the impact of status loss on user engagement	20
Editorial Board	20
Designing crowdsolving Ba: A closer look at the features of crowdsolving platforms to manage organizational knowledge	19
Impact of online information on the pricing and profits of firms with different levels of brand reputation	19
A collective portfolio selection approach for investment clubs	19
Exploring the influence of gamification-enabled customer experience on continuance intention towards digital platforms for e-government: An empirical investigation	19
The Effect of Similarity and Dissimilarity on Information Network Formation and Their Implications in Accurate Information Identification	19
When do Employees Perceive Technology as Stressful? A Meta-Analysis of work-related Technostress Antecedents	18
From emotion to reflection: leveraging EmotionPrompt strategy to empower self-determination in decision-making with generative artificial intelligence	18
Factors influencing health care professionals’ adoption of mobile platform of medical and senior care in China	18
Digital business transformation in innovation and entrepreneurship	18
Knowledge sharing leads to engagement during Covid-19 for online gamers	18
How have firms transformed and executed IT-enabled remote work initiatives during the COVID-19 pandemic? Conceptualization and empirical evidence from Spain	18
Escape or return? Users’ intermittent discontinuance behavior in strong-ties social functions	18
Leveraging structural IT capabilities to promote novelty and efficiency in business model design: A knowledge-based view	18
Impact of original versus reposted social endorsements on content consumption: The moderating role of Endorsers’ network characteristics	18
Shopping through mobile augmented reality: The impacts of AR embedding and embodiment attributes on consumer-based brand equity	18
The influences of three task characteristics on innovative use of malleable IT: An extension of adaptive structuration theory for individuals	18
How to attract low prosocial funders in crowdfunding? Matching among funders, project descriptions, and platform types	18
Trolling in social media: A deindividuation and contagion perspective	17
What makes a Tweet so sweet: The neurocognitive effects of hedonic information consumption	17
Does the industrial big data environment matter? An evaluation of its effect on the production performance	17
Achieving novelty and efficiency in business model design: Striking a balance between IT exploration and exploitation	17
Fighting for the status quo: Threat to tech self-esteem and opposition to competing smartphones	17
Good becomes better? Temporarily acquired virtual badges and the signaling effects on online healthcare platforms	17
How does supplier integration influence supply chain robustness and resilience? The moderating roles of information technology agility and managerial ties	17
The dark side of crowdsourcing of complex tasks: A systematic literature review	16
Investigating employees’ occupational risks and benefits resulting from artificial intelligence: An empirical analysis	16
Tapping into the wealth of employees’ ideas: Design principles for a digital intrapreneurship platform	16
Corrigendum to “Lower than expected but still willing to use: User acceptance toward current intelligent conversational agents” [Information & Management Volume 61 issue 8(2024) 104033]	16
Understanding how algorithmic injustice leads to making discriminatory decisions: An obedience to authority perspective	16
Value co-creation in a digital ecosystem: Exploring autonomous co-creation in a digital influencer ecosystem	16
Investigating the effects of clickbait on user engagement in health communication: A mixed-method study	16
Adapting mental health needs analysis activities to online and hybrid methods: Lessons learned during Covid-19	16
I'm not fluent: How linguistic fluency, new media literacy, and personality traits influence fake news engagement behavior on social media	16
Examining the impacts of fitness app features on user well-being	15
Streaming together: Unraveling social experiences in social live streaming services	15
How do consumers perceive and process online overall vs. individual text-based reviews? Behavioral and eye-tracking evidence	15
Suspicious trading in nonfungible tokens (NFTs)	15
Turning digital in times of crisis: A values-based theory of telehealth adoption during the Covid-19 pandemic	15
Effect of linguistic disfluency on consumer satisfaction: Evidence from an online knowledge payment platform	15
Employee Participation in Digital Transformation: From Digitalization Sentiment to Transformation Predisposition	15
Unveiling the underlying cognitive processes of creative idea generation using mobile collaboration platforms	15
How to react to a shock? Effects of Airbnb hosts’ choices and market segmentation at the time of Covid-19	14
Fake news believability: The effects of political beliefs and espoused cultural values	14
Identification of Travel Styles by Learning from Consumer-generated Images in Online Travel Communities	14
A new exploration of signaling theory in social commerce facilitated cross-border retailing: A four-stage approach	14
Estimating networks of sustainable development goals	14
A theoretical perspective on organizational culture and digitalization	14
Unraveling the behavioral influence of social media on phishing susceptibility: A Personality-Habit-Information Processing model	14
Factors influencing seniors’ switching to m-government services: A mixed-methods study through the lens of push-pull-mooring framework	14

Token fraud identification and implications for post-crowdfunding performance	13
AIoT-enabled smart surveillance for personal data digitalization: Contextual personalization-privacy paradox in smart home	13
Higher Price: A Benefit of Online Value Co-Creation Activities in Sponsored Communities	13
Examining the evolving influence of early-stage team context on individuals’ IS usage over time during implementation	13
Seeking decision-making performance: Examining the role of E-commerce capability, digital business intensity, and organizational agility	13
Fostering information security compliance as organizational citizenship behavior	13
Breaking bad habits: A field experiment about how routinized work practices can be made more eco-efficient through IS for sensemaking	13
The emancipatory potential of digital entrepreneurship: A study of financial technology-driven inclusive growth	13
Increasing immersive virtual reality platform loyalty: The role of embodiment	13
Disrupting the disruptor: The role of information systems in facilitating second-mover advantage	13
In-game content purchase motivations (IGCPMs): Conceptualization, scale development, and validation	13
Editorial Board	13
When emotions don’t match: Effects of multimodal emotional misalignment in virtual streamers on viewer engagement	12
Data Matters: A Strategic Action Framework for Data Governance	12
More than watching: An empirical and experimental examination on the impacts of live streaming user-generated video consumption	12
Impulse buying in live streaming commerce: A literature review and research agenda	12
Do cryptocurrency rewards improve platform valuations?	12
Identifying the peripheral cues in the credibility assessment of online health information	12
Me versus we: How group detachment and social presence shape integration strategies in short-term technology-mediated groups	12
Envisioning entrepreneurship and digital innovation through a design science research lens: A matrix approach	12
Enabling digital transformation: Organizational implementation of the internet of things	11
Editorial Board	11
An attractive proposition? Persuading retail consumers to prefer reward-based crowdfunding for owning upcoming technologies	11
Role of users’ status quo on continuance intentions	11
Effect of writing style on social support in online health communities: A theoretical linguistic analysis framework	11
Advertising green products on brands’ official social media accounts or mega-influencer accounts?	11
Facilitating the comprehension of business process models for unexperienced modelers using token-based animations	11
Disentangling the impact of bidding price on advertising performance in E-commerce search advertising: The moderating role of product competitiveness	11
Effect of blockchain-based donation system on trustworthiness of NPOs	11
Topic diversity and review usefulness: A text-based analysis	11
Online information privacy and price: A theoretical model and empirical tests	11
Can B2B online communities reduce enterprises’ default behavior༟—— From social network perspective	10
Editorial Board	10
Case-based learning for cybersecurity leaders: A systematic review and research agenda	10
In whose bed shall I sleep tonight? The impact of transaction-specific versus partner-specific information on pricing on a sharing platform	10
Understanding the postadoption use of gamified learning systems against the conflicting role of the game layer	10
E-participation and corruption: Unravelling the role of power dynamics and disinformation	10
Understanding critical risks of business process outsourcing from the vendor perspective: A dyadic comparison Delphi study	10
Green IT/IS adoption and environmental performance: The synergistic roles of IT–business strategic alignment and environmental motivation	10
Social Media Advertising through Private Messages and Public Feeds: A Congruency Effect between Communication Channels and Advertising Appeals	10
Strategic business value from big data analytics: An empirical analysis of the mediating effects of value creation mechanisms	10
Editorial Board	10
Big gains in digital ecosystem niches: How facilitators emerge and develop into an organizational category	10
Market value and environmental performance of carbon management systems: An international investigation	10
Dissemination of health messages in online social network: A study of healthcare providers’ content generation and dissemination on Twitter	9
Self-disclosure in online social networks: The needs-affordances-features perspective	9
Do women and men click differently? Mobile devices mitigate gender differences in online dating	9
Ranking hotel products by integrating online ratings from multiple platforms	9
Competing on price and guarantee compensation: Heeding cloud consumer's quality perception	9
How to enhance antiphishing training performance? The roles of performance facilitators and message-specific coping responses	9
When digital technologies meet lean production: A socio-technical system perspective for operational efficiency and innovativeness	9
The impact of E-commerce capabilities on online retailer performance: Examining the role of timing of adoption	9
Agile systems development: Privacy theoretical lens to challenge the full information disclosure paradigm.	9
To shine or not to shine: Startup success prediction by exploiting technological and venture-capital-related features	9
The impact of IT–business strategic alignment on firm performance: The evolving role of IT in industries	9
Investigating the Impacts of Fundraisers’ Self-Donations on Donors’ Contribution in Charitable Crowdfunding: A Warm Glow Perspective	8
Psychological empowerment and user satisfaction: Investigating the influences of online brand community participation	8
The SmartSI Compass: A method for generating smart service innovation ideas	8
Examining the role of E-government in controlling corruption: A longitudinal study	8
Leveraging synergy to drive digital transformation: A systems-theoretic perspective	8
Pseudo-community trust and member self-disclosure: An empirical study	8
Determinants and consequences of routine and advanced use of business intelligence (BI) systems by management accountants	8
Effects of temporal features and product image zooming in online time scarcity deals: A construal fit account	8
How Embeddedness Influences IT-Induced Work–Home Boundary Reduction, Work–Home Conflict, and Job Outcomes	8
Product information and green consumption: An integrated perspective of regulatory focus, self-construal, and temporal distance	8
A real bargain: Understanding the impacts of short-term price discounts on physicians’ health service sales on online health platforms	8
Optimal revenue model for Q&A platforms: Paid or free viewership?	8
Complement or substitute? Investigating the interdependence effects among mobile social apps	7
Collaborating with Bounty Hunters: How to Encourage White Hat Hackers’ Participation in Vulnerability Crowdsourcing Programs through Formal and Relational Governance	7
Rating deviation and manipulated reviews on the Internet—A multi-method study	7
Deliberate news consumption through the quantified self and the self-regulatory process	7
Addressing bias in generative AI: Challenges and research opportunities in information management	7
Mobile app portfolio management and developers’ performance: An empirical study of the apple app store	7
Administrator-users contribute more to online communities	7
Advancing an LDA-GMM-CorEx topic model with prior domain knowledge in information systems research	7
Exploring the impacts of a recommendation system on an e-platform based on consumers’ online behavioral data	7
A temporal graph framework for intelligence extraction in social media networks	7
How Can Our Tweets Go Viral? Point-Process Modelling of Brand Content	7
Do virtual goods entice more online donations? Perspectives of mental imagery and project appeal	7
From the Side of Both Relationship Initiator and Responder: The Importance of Look and Geographical Distance in Online Dating	7
Undesirable framing effects in information systems projects: Analysis of adjective usage in IS project business cases	7
Editorial Board	7
A growing or depreciating love? Linking time with customer satisfaction through online reviews	7
Digitalization and financial performance: A supply chain perspective	7
Eliciting pro-environmental behavior with immersive technology: The roles of awe, empathy with nature, and perceived consumer effectiveness	7
Firm profiling and competition assessment: A design science approach	7
How enterprise social media facilitate proactive socialization behavior and compensate for mentoring: The role of communication visibility	7
Beyond adaptive security coping behaviors: Theory and empirical evidence	6
Product involvement and routine use of a niche product from a well-known company: The moderating effect of gender	6
Participative leadership and employees’ cyberloafing: A self-concept-based theory perspective	6
Is “compromised algorithmic control” equivalent to “compromised performance”? The effect of algorithmic control on the performance of crowdsourced workers	6
How can cross-cultural virtual learning teams collaborate effectively: A longitudinal study	6
Hybrid Social Media Use and Guanxi Types: How Do Employees Use Social Media in the Chinese Workplace?	6
Stop it or not? Effect of platform’s governance on firms’ online review manipulation	6
Legacy information system replacement: Pursuing quality design of operational information systems	6