Latest Research in Methodology

119 research papers · 2026 median publication year

Top Research Topics in Methodology

Highest-Cited Papers

  1. Expert evaluation of AI-assisted scenario design for interactive problem based learning environments in medical education
  2. GenAI-GUIDE: a mixed-methods feasibility study of metacognitively guided generative AI in evidence-based nursing education
  3. On the Validity of Regression Models
  4. Measurability Before Power: Pre-Confirmatory Viability Screening for Sparse LLM Experiments
  5. On the Validity of Regression Models
  6. Integrating Artificial Intelligence into Orthopedic Practice: Modeling Attitudes and Intentions to Use AI
  7. Ethical Governance of Open Data Across Biomedical Research, Healthcare, and Public Health: Privacy, Equity, Trust, and Controlled Access
  8. Identification and Estimation of Causal Estimands with Missing Not at Random Data
  9. Report resolution in federated multiple testing under family-wise error control
  10. The Data Hospital: A Workflow-Based Concept for Explainable Research Data Quality Assistance
  11. CounselReflect: Opportunities and Challenges for Designing Tools to Support Self-Reflection on Mental Health and Well-Being Conversations with AI
  12. A study of medical students’ perception of the risk of future job displacement and adaptive behaviors in the context of artificial intelligence
  13. AI IN A SYSTEM OF MEDICAL HIGH EDUCATION
  14. Profiled Anderson--Rubin Test: Robust Inference Allowing for Direct Effects of Instruments
  15. What No First Stage Can Detect: Functional-Form Contamination in Linear IV
  16. Endogenous Heteroskedasticity in Linear Models
  17. freeiv: Instrument-free estimation of a linear structural model with an endogenous regressor
  18. ChatGPT use, perceived usefulness, and self-reported clinical reasoning among undergraduate nursing students in Uganda: a cross-sectional study
  19. freeiv: Instrument-free estimation of a linear structural model with an endogenous regressor
  20. Turning Hazard Models Inside Out
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
L3 Region - - 2026 Sep Q3

Methodology

119 papers

Top Topics (10)

Artificial Intelligence in Healthcare and Education29
Methodology12
Econometrics11
Meta-analysis and systematic reviews5
Statistical Methods and Bayesian Inference4
Stability and Control of Uncertain Systems3
Advanced Statistical Modeling Techniques2
Human-Computer Interaction2
Computation and Language2
Mental Health Research Topics2

Top Publications (20)

1.Expert evaluation of AI-assisted scenario design for interactive problem based learning environments in medical education2.GenAI-GUIDE: a mixed-methods feasibility study of metacognitively guided generative AI in evidence-based nursing education3.On the Validity of Regression Models4.Measurability Before Power: Pre-Confirmatory Viability Screening for Sparse LLM Experiments5.On the Validity of Regression Models6.Integrating Artificial Intelligence into Orthopedic Practice: Modeling Attitudes and Intentions to Use AI7.Ethical Governance of Open Data Across Biomedical Research, Healthcare, and Public Health: Privacy, Equity, Trust, and Controlled Access8.Identification and Estimation of Causal Estimands with Missing Not at Random Data9.Report resolution in federated multiple testing under family-wise error control10.The Data Hospital: A Workflow-Based Concept for Explainable Research Data Quality Assistance11.CounselReflect: Opportunities and Challenges for Designing Tools to Support Self-Reflection on Mental Health and Well-Being Conversations with AI12.A study of medical students’ perception of the risk of future job displacement and adaptive behaviors in the context of artificial intelligence13.AI IN A SYSTEM OF MEDICAL HIGH EDUCATION14.Profiled Anderson--Rubin Test: Robust Inference Allowing for Direct Effects of Instruments15.What No First Stage Can Detect: Functional-Form Contamination in Linear IV16.Endogenous Heteroskedasticity in Linear Models17.freeiv: Instrument-free estimation of a linear structural model with an endogenous regressor18.ChatGPT use, perceived usefulness, and self-reported clinical reasoning among undergraduate nursing students in Uganda: a cross-sectional study19.freeiv: Instrument-free estimation of a linear structural model with an endogenous regressor20.Turning Hazard Models Inside Out
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.