Multilevel Research in Information Systems: Concepts, Strategies, Problems, and Pitfalls
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Summary
A systematic approach to conduct quantitative multilevel IS research that is grounded in an overarching framework that focuses equally on testing variables and entities is discussed and the unique role of IS in developing multileVEL opportunities for researchers is highlighted.
- Type
- article
- Published
- 2014-09-01
- Cited by
- 49
- References
- 148
- Access
- Open access
- OpenAlex
- https://openalex.org/W88375308
- Semantic Scholar
- https://api.semanticscholar.org/CorpusID:17052702
Keywords
Multilevel model, Relevance (law), Computer science, Management science, Data science
References
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- An Empirical Examination of the Relationship Between Ethical Climate and Ethical Behavior from Multiple Levels of Analysis
- Selective Status Reporting in Information Systems Projects: A Dyadic-Level Investigation
- Community Learning in Information Technology Innovation
- Centrality-IS Proficiency Alignment and Workgroup Performancw
- Power, Rationality, and the Art of Living Through Socio-Technical Change
- Reliability, Mindfulness, and Information Systems
- The Affective Response Model: A Theoretical Framework of Affective Concepts and Their Relationships in the ICT Context
- An Alternative to Methodological Individualism: A Non-Reductionist Approach to Studying Technology Adoption by Groups
- A Capabilities-Based Theory of Technology Deployment in Diverse Teams: Leapfrogging the Pitfalls of Diversity and Leveraging Its Potential with Collaborative Technology
- Vital Signs for Virtual Teams: An Empirically Developed Trigger Model for Technology Adaptation Interventions
- Overlapping Online Auctions: Empirical Characterization of Bidder Strategies and Auction Prices
- Applied Longitudinal Data Analysis
- A Multilevel Model of Resistance to Information Technology Implementation
- Computing in Everyday Life: A Call for Research on Experiential Computing
- The Contingent Effects of Training, Technical Complexity, and Task Interdependence on Successful Information Systems Implementation
Cited by
- A theory building study of enterprise architecture practices and benefits
- The role of information systems research in shaping the future of information privacy
- Digital transformation : the material roles of IT resources and their political uses
- Towards a Holistic Understanding of Technology-mediated Learning Appropriation
- The Appropriation of Collaborative Learning -- Qualitative Insights from a Flipped Classroom
- Towards New Social Media Logic in Healthcare and its Interplay with Clinical Logic
- Getting value from Business Intelligence systems: A review and research agenda
- A Stakeholder Perspective to Study Enterprisewide is Initiatives
- Towards a better comprehension of adaptation to Information and communication technologies : a multi-level approach
- A Systematic Framework for Multilevel Theorizing in Information Systems Research
- First and Second Strings: Using Entity Analytics to Contrast Core and Supporting Teams
- Individual Appropriation of Learning Management Systems - Antecedents and Consequences
- Cost and time project management success factors for information systems development projects
- Transparency in literature reviews: an assessment of reporting practices across review types and genres in top IS journals
- From Project Management to Program Management: An Invitation to Investigate Programs Where IT Plays a Significant Role
- Simulation-Based Research in Information Systems
- The wisdom nexus: Guiding information systems research, practice, and education
- When Institutional Logics Meet Information and Communication Technologies: Examining Hybrid Information Practices in Ghana's Agriculture
- Work-related groups and information security policy compliance
- Understanding the success of strategic IT benchmarking - Exploring the role of the individual level
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