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Key question New

How can teams integrate generative AI into creative problem-solving without losing human agency and control?

From Design Thinking to AID Thinking: A Work-Design Intervention Format for Generative AI-Augmented Creative Teams

Leible, Simic, Dursun, et al. · ICIS · 2026

Operations & Supply Chain

What it means for you

CIO / IT Executive Establish governance structures that help teams decide where GenAI can add value in creative work while keeping human responsibility for framing, evaluation, and consequential decisions explicit.
IT Manager Provide prompt guidance, structured documentation, and explicit human checkpoints to help teams critically evaluate AI contributions and retain ownership of final concept decisions.
Business Strategist Design creative workflows with explicit human agency checkpoints at which teams critically evaluate, adapt, or reject AI-generated contributions before proceeding.
Researcher Investigate how structured work-design interventions like AID Thinking impact the trade-off between AI-driven content acceleration and human critical deliberation in collaborative creative teams.
Policymaker Develop guidance that keeps human accountability explicit when generative AI contributes to collaborative creative work, particularly for consequential evaluation and design decisions.

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Key question New

How does national culture influence volunteer participation during emergency app dispatches across different response stages?

From Alert to Rescue: How National Culture Shapes Community First Responder Engagement

Balachandran, Schwartz · ICIS · 2026

Cloud & Infrastructure

What it means for you

CIO / IT Executive Review the responder app's codebase to audit current alert framing and dispatch text, ensuring technical infrastructure can support localized, culturally-tailored messaging configurations by the next sprint.
IT Manager Draft a specification to update the responder app interface with unambiguous, highly specific dispatch details to reduce hesitation among high uncertainty avoidance volunteers.
Business Strategist Commission an immediate audit of regional volunteer demographics against Hofstede's cultural dimensions to segment onboarding and engagement campaigns for collectivist versus individualist communities.
Researcher Design a comparative empirical study to test how varying levels of uncertainty avoidance impact volunteer drop-off rates across different smartphone-dispatched emergency alert interfaces.
Policymaker Draft updated dispatch standard operating procedures that explicitly instruct volunteers in high power distance cultures to remain on-scene and assist even after professional responders arrive.

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Key question New

What underlying patterns drive employees and users to commit different types of digital and workplace misconduct?

Technology-Related Misconduct: A Review and Explanatory Pathway Model

Wintmölle · ICIS · 2026

Operations & Supply Chain

What it means for you

CIO / IT Executive Review current security policies to address the dominant instrumental-opportunistic (31.5%) and control-deterrence (27.7%) pathways by auditing admin access privileges and updating technical guardrails to eliminate easy opportunities for policy breaches.
IT Manager Schedule a team briefing to discuss how everyday tools facilitate digital misconduct, and implement clearer logging to track behavioral enactment rather than relying solely on self-reported compliance.
Business Strategist Analyze organizational stress points and grievance channels to mitigate the strain-coping (6.9%) and grievance-retaliation (10.8%) pathways, ensuring structural pressures do not inadvertently drive employees toward technology-related misconduct.
Researcher Pivot away from cross-sectional surveys and stated intentions—which make up 83.3% and 76.2% of current literature—and design a longitudinal study capturing real-time behavioral enactment of digital misconduct.
Policymaker Draft regulatory frameworks that address the root psychological drivers identified in the research, specifically targeting moral disengagement and justification processes common across disparate forms of digital misconduct.

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Key question New

Why do new organization-sponsored online communities struggle to engage members, and how can organizers build shared purpose?

Aligning Stakeholder Purpose to Foster Engagement in Online Communities

Skousen, Ward · ICIS · 2026

Operations & Supply Chain

What it means for you

CIO / IT Executive Audit current online community platform features to ensure they support customizable governance and flexible interaction styles rather than enforcing rigid, top-down workflows.
IT Manager Review initial onboarding feedback data to identify hidden gaps between what the platform currently enables and what voluntary members are actually trying to achieve.
Business Strategist Draft a stakeholder alignment workshop agenda to map out who participates, their conflicting motivational goals, and how to negotiate a shared community purpose.
Researcher Design a multi-method qualitative study to empirically test the three-dimensional framework by tracking how stakeholder configuration and motivational goals shift during community launch phases.
Policymaker Draft digital governance guidelines that mandate transparent negotiation of purpose and user-centric data rights for organization-sponsored online platforms to prevent early member disengagement.

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Key question New

Do wealthier and better-served communities actually use digital payment systems more than poorer ones?

Do Better Conditions Always Lead to More Use? Evidence from Digital Payments in Brazil

Trevisan · ICIS · 2026

Operations & Supply Chain

What it means for you

CIO / IT Executive Allocate infrastructure budget to optimize lightweight, low-bandwidth mobile app interfaces, ensuring reliable performance in areas with limited digital connectivity and lower-income demographics.
IT Manager Review server error logs and latency metrics specifically for users accessing the platform on older mobile devices and basic smartphones typical of low-income regions.
Business Strategist Revise the product expansion roadmap to target low-income municipalities as primary growth markets, shifting focus away from affluent areas where physical bank alternatives reduce digital payment reliance.
Researcher Draft a qualitative interview protocol to investigate whether high transaction volumes in low-income municipalities stem from financial distress or genuine economic empowerment.
Policymaker Schedule a policy review meeting to decouple financial inclusion targets from raw digital transaction volume metrics, incorporating qualitative well-being indicators to prevent misinterpreting constraint-driven usage as success.

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Key question New

When using artificial intelligence to synthesize research, which tasks should humans retain, and why?

What Management Scholarship Brings to the IS Debate on AI-Augmented Literature Reviews: An Epistemic Contribution

Laval, Ossard, Fournier · ICIS · 2026

Operations & Supply Chain

What it means for you

CIO / IT Executive Establish an enterprise governance policy that mandates instrumental triangulation by provisioning and licensing at least two competing generative AI platforms for analytical workflows to mitigate algorithmic opacity.
IT Manager Audit all current AI deployment pipelines to ensure they incorporate human-in-the-loop checkpoints, enforcing criteria-centric evaluation standards that lock in strict supervision levels before tool integration begins.
Business Strategist Review project timelines and resource allocations to intentionally protect slower, manual review phases, treating strategic inefficiency as a core mechanism to preserve creative insight and quality.
Researcher Draft your literature review methodology protocol to explicitly document how you will engineer, configure, and validate prompts and outputs to maintain reflective agency over automated tools.
Policymaker Draft regulatory compliance guidelines that prohibit the passive adoption of automated outputs in high-stakes knowledge work, legally requiring documented human accountability and validation steps.

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Key question New

How can organizations systematically integrate environmental, social, and economic sustainability into IT service management?

Defining Green ITSM: A Taxonomy for Sustainable IT Service Management

de Souza, Engstler · ICIS · 2026

Operations & Supply Chain

What it means for you

CIO / IT Executive Establish an executive governance framework that combines carbon budget caps with proactive sustainability scorecards, aligning overall IT service strategy with ecological, economic, and social outcomes across the management context.
IT Manager Implement eco-by-default configurations and post-change sustainability reviews across ITIL-aligned value streams, evaluating technology, suppliers, products, and people to drive incremental and anticipatory green ITSM practices.
Business Strategist Integrate the five meta-dimensions of the Green ITSM taxonomy—Context, Belief, Action, Outcome, and Learning—into corporate strategic planning to systematically align digital transformation with broader sustainability drivers.
Researcher Conduct empirical validation and testing of the 16 taxonomy dimensions, while exploring broader analyses of governance mechanisms, rebound effects, and organizational learning within Green ITSM.
Policymaker Draft baseline compliance standards and regulatory reporting requirements for IT services that incentivize organizations to adopt anticipatory green ITSM practices and manage rebound effects.

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Key question New

How reliably do AI agents protect profit margins and follow budget limits during commercial negotiations?

Anchored at Fifty-Fifty: How LLM Agents Bargain Across Providers

Grebeshok · ICIS · 2026

Operations & Supply Chain

What it means for you

CIO / IT Executive Mandate the integration of an automated supervisory check into all agentic procurement pipelines to intercept and block out-of-bounds contract breaches before transaction rails execute.
IT Manager Configure API middleware to hard-code budget caps as absolute hard stops rather than soft prompt constraints, ensuring agents cannot finalize transactions over limit.
Business Strategist Update vendor negotiation prompt templates to explicitly instruct agents on payoff-maximization and surplus capture, specifically deploying higher-capability reasoning models for high-stakes bargaining.
Researcher Design evaluation benchmarks to test whether prompt-scaffolded payoff-maximization instructions successfully override default 50/50 compromise heuristics across emerging frontier LLMs.
Policymaker Draft regulatory frameworks requiring mandatory human-in-the-loop validation or deterministic boundary-enforcement mechanisms for any autonomous financial transactions executed by AI agents.

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Key question New

How do internal open source program offices help organizations capture and share knowledge across software teams?

Beyond Shared Code: The Role of InnerSource Program Offices in Organizational Knowledge Production

Dillon, Morgan, Izquierdo-Cortázar · ICIS · 2026

Operations & Supply Chain

What it means for you

CIO / IT Executive Update next quarter's IT performance scorecards to explicitly measure and reward cross-team technical documentation and code contributions, ensuring the InnerSource Program Office (ISPO) is funded for its educational and generative value rather than short-term code delivery speed.
IT Manager Audit your team's current project backlog and allocate 10% of sprint capacity specifically for engineers to participate in cross-team code reviews and external InnerSource contributions, treating it as mandatory knowledge transfer rather than optional overhead.
Business Strategist Draft a revised ROI proposal for enterprise software investments that quantifies the long-term risk reduction of captured architectural rationale and tacit knowledge, rather than justifying InnerSource initiatives solely on immediate code reuse efficiency.
Researcher Design a qualitative tracking framework to study transient cross-boundary collaboration episodes in software development, specifically measuring how asynchronous code reviews and discussions translate into persistent organizational memory.
Policymaker Establish a standardized compliance and IP guideline that clarifies internal open-source sharing rules across business units, removing legal and administrative bottlenecks for developers engaging in cross-boundary InnerSource projects.

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Key question New

How do concrete business unit practices drive digital transformation and improve day-to-day operational performance?

Beyond Strategy: A Practice-Based View  on Digital Transformation at the  Business Unit Level

Scheerschmidt, Metzler · ICIS · 2026

Operations & Supply Chain

What it means for you

CIO / IT Executive Review the current legacy IT infrastructure to identify bottlenecks causing high error rates or long cycle times, and map them directly into a remediation plan that supports the business unit's automation goals.
IT Manager Call an alignment meeting with your team to audit routine operational tasks and immediately scope out two manual workflows ready for automation-driven substitution.
Business Strategist Draft a concrete digital follow-up metric framework that links cost-pressure drivers directly to intermediate operational outcomes like process standardization and cycle time reductions.
Researcher Design an empirical qualitative study protocol to investigate how specific business units navigate the iterative cycle between digital strategizing, implementation, and follow-up.
Policymaker Draft an inquiry to industry associations regarding how changing regulatory demands impact the speed and execution of business-unit-level digital transformations and automation adoption.

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Key question New

How can traditional companies successfully integrate generative AI into repeatable, everyday business workflows?

Imbricating Human Capabilities and AI: A Case Study of GenAI-enabled Workflow Stabilization

Pu, Tan, Lim, et al. · ICIS · 2026

Operations & Supply Chain

What it means for you

CIO / IT Executive Audit current operations to map existing human-software workflows and allocate dedicated resources to restructure tasks around both technological capabilities and human roles, rather than simply deploying individual AI tools.
IT Manager Document the ad-hoc prompt patterns and workaround solutions currently used by employees during exploratory AI testing to identify isolated task-level bottlenecks ready for patching.
Business Strategist Analyze core operational pipelines to identify where manual design turnaround times are slowest, and design pilot structures that tightly integrate human review steps with software configurations.
Researcher Conduct a longitudinal qualitative study tracking how informal generative AI usage transitions through the specific four stages of probing, patching, reweaving, and externalizing within a traditional firm.
Policymaker Establish digital transformation grant criteria that explicitly fund organizational workflow restructuring and human-AI capability integration programs rather than just software procurement in traditional industries.

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Key question New

How does the level of AI writing assistance affect whether people engage with or ignore suggestions?

When Less is Worse Than More: AI Assistance Intensity and the Disengagement Zone in Writing

Siemon, de Vreede, de Vreede · ICIS · 2026

Operations & Supply Chain

What it means for you

CIO / IT Executive Review enterprise software contracts to ensure AI writing tools can be configured for targeted, light-touch assistance rather than heavy automation, avoiding the high disengagement rates associated with balanced modes.
IT Manager Audit current deployment settings for writing assistants and reconfigure default configurations away from moderate or balanced editing intensities to mitigate user disengagement.
Business Strategist Incorporate user confidence tracking into productivity software analytics to measure long-term platform retention rather than solely relying on short-term AI suggestion acceptance rates.
Researcher Design follow-up experimental studies with larger sample sizes to definitively test how different AI assistance intensities impact cognitive engagement and skill retention during writing tasks.
Policymaker Draft guidelines for educational and workplace AI deployment that mandate transparency regarding how varying levels of algorithmic automation impact human cognitive effort and skill development.

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Key question New

How can organizations determine whether simulated social media discussions realistically mimic human conversations?

Examining Naturalness of Synthetic Conversations: A Framework and Evaluation

Shrestha, Sukhwal, Kankanhalli · ICIS · 2026

Operations & Supply Chain

What it means for you

CIO / IT Executive Allocate compute budget to pilot fine-tuning open-weight language models on domain-specific conversational datasets rather than relying on out-of-the-box baseline models for synthetic data generation.
IT Manager Task the machine learning engineering team with curating platform-specific training corpora and setting up a pipeline to fine-tune open-weight models for upcoming simulation projects.
Business Strategist Design market research and social dynamics simulation workflows that leverage fine-tuned synthetic conversational threads, knowing the models generalize effectively to held-out topics.
Researcher Incorporate multi-level evaluation frameworks—spanning lexical, dialog, and semantic dimensions—alongside human perceptual validation to assess synthetic conversation naturalness rather than relying solely on automated metrics.
Policymaker Establish governance guidelines requiring transparency and clear labeling for synthetic social media data, acknowledging that fine-tuned AI models generate discussions indistinguishable from human behavior.

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Key question New

Do subtle cultural cues in user prompts cause generative AI to give unequal salary negotiation advice?

Cultural Bias in Generative AI Negotiation Advice: Evidence from a Large-Scale Audit

Tsekouras, Kucukyilmaz, Gladys · ICIS · 2026

Operations & Supply Chain

What it means for you

CIO / IT Executive Establish an enterprise AI governance policy that explicitly bans the use of consumer-grade generative AI models for high-stakes financial negotiation or compensation planning, and mandate enterprise-tier APIs with strict fairness auditing protocols.
IT Manager Deploy a prompt-stripping middleware filter for internal AI tools that automatically flags and removes identity-linked cues (such as culturally specific first names) from compensation and negotiation prompts before they hit LLM APIs.
Business Strategist Update employee training programs to instruct staff—especially job seekers and HR teams—to scrub personal cultural framing, identity markers, and collectivistic phrasing from prompts when using AI for salary negotiations.
Researcher Design a controlled audit experiment to test whether explicit debiasing system prompts or structured-output constraints can mitigate the $10,825 identity-linked salary gap identified in high-stakes LLM negotiations.
Policymaker Draft regulatory compliance standards requiring AI developers to conduct and publish algorithmic equity audits specifically measuring economic disparities driven by implicit cultural signaling in high-stakes financial tools.

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Key question New

How can business education adapt to prepare entry-level talent for rapidly evolving workplace artificial intelligence?

Pathways to AI-Ready Entry-Level Talent for Industry Domains: Modular, Adaptive Design Principles for Business-School Curriculum

Rai, Ramesh, Breazeal, et al. · ICIS · 2026

Operations & Supply Chain

What it means for you

CIO / IT Executive Review internal technology workflows to identify where entry-level routine drafting, summarization, and coding tasks are being automated by generative AI, and map which supervisory oversight tasks will replace them.
IT Manager Evaluate current team training needs around multi-agent system debugging and reliability evaluation to prepare staff for human-in-the-loop supervisory roles.
Business Strategist Examine how internal operational roles are shifting from routine execution to problem framing and validation as generative AI automates baseline tasks.
Researcher Design a study to test the three curriculum design principles (apprenticeship-sequenced technical progression, bidirectional demand-signal alignment, and hub-and-spoke deployment) at another institution while measuring learning gains and subgroup outcomes.
Policymaker Draft criteria to evaluate upcoming multi-site deployments of the hub-and-spoke curriculum model, focusing on how learning outcomes and equity are measured once implementation expands.

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Key question New

Does giving users control over content recommendations truly decentralize influence on social platforms?

Is Decentralizing Democratizing? Self-Organization and Unintended Centralization in Decentralized Social Media

Wang, BAI, Kumar · ICIS · 2026

Operations & Supply Chain

What it means for you

CIO / IT Executive Direct your engineering team to audit decentralized platform APIs and mandate the development of algorithmic diversification flags in curation tools to prevent the systematic crowding out of non-followed, outside-network users.
IT Manager Pull usage metrics on internal or community 'starter packs' to identify if teams are exclusively bundling high-visibility accounts, and update UI guidelines to prompt users to include at least 50% non-prominent, outside-community voices.
Business Strategist Revise your brand's community-building playbook to avoid relying solely on elite-curated lists or starter packs, as the research proves they trigger a 31% decrease in outside-network reach over ten weeks.
Researcher Design a longitudinal follow-up study using generalized synthetic control methods to test whether cross-network bridging interventions can successfully counteract the 45.2% reduction in engagement with outside users.
Policymaker Draft regulatory compliance guidelines for decentralized platforms requiring them to transparently report curation-driven echo-chamber metrics, specifically addressing the documented trade-off between local cohesion and platform-wide visibility.

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Key question New

How can managers measure whether employees are critically and effectively working with generative AI tools?

Critical Engagement with Generative AI: Development and Validation of a Scale

Tripathi, Chakraborty, Pal, et al. · ICIS · 2026

Operations & Supply Chain

What it means for you

CIO / IT Executive Allocate Q3 budget to transition enterprise AI training away from basic prompt-writing tutorials and fund programs focused on cognitive oversight, specifically teaching staff how to conduct systematic skeptical reviews of AI-generated code and text.
IT Manager Update your team's code-review and document-drafting checklists to explicitly require a documented 'skeptical review' step, ensuring engineers do not blindly copy-paste probabilistic AI outputs without testing edge cases.
Business Strategist Audit your department's current AI-driven workflows to identify where deterministic assumptions are being made, and mandate a step-by-step 'thoughtful structuring of input' protocol for any high-stakes market analysis or forecasting tasks.
Researcher Use the validated 15-item measurement scale from this study to design a survey measuring baseline critical engagement levels across a cohort of enterprise knowledge workers before rolling out a new generative AI tool.
Policymaker Draft internal corporate governance guidelines specifying that high-impact AI use cases (such as compliance or HR) require human-in-the-loop verification steps to counter non-deterministic hallucinations and probabilistic errors.

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Key question New

Why does enterprise AI adoption often stall, and how do companies successfully navigate continuous integration over time?

Beyond TOE Dimensions: An Intersection-Based Spiral Model of AI Adoption

Smirnova, Henkel · ICIS · 2026

Operations & Supply Chain

What it means for you

CIO / IT Executive Establish a governance framework that mandates human-in-the-loop validation protocols for all autonomous AI outputs, explicitly avoiding both uncritical over-trust and rigid user distrust.
IT Manager Set up a cross-functional working group combining bottom-up grassroots AI experimentation with top-down technical alignment to review current deployment bottlenecks.
Business Strategist Audit the company's current AI initiatives against the four spiral phases (external activation, internal alignment, operational integration, and strategic embedding) to identify dynamic misalignments with evolving B2B customer expectations.
Researcher Investigate the specific behavioral conditions that cause trust to flip from an adoption enabler to a double-edged constraint during the operational integration phase.
Policymaker Draft regulatory compliance guidelines that account for the provisional, iterative nature of AI adoption rather than treating corporate deployment as a static, one-time event.

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