EC
Econometricians
Cross-sectional, time-series, and advanced panel specialists—from ARDL and VAR to System GMM and CS-ARDL—focused on defensible identification and diagnostics.
CI
Causal-inference researchers
Quasi-experimental design and policy evaluation—difference-in-differences, regression discontinuity, IV, and synthetic control—with assumptions tested, not assumed.
FE
Financial econometricians
Volatility, risk, and asset-pricing specialists across the GARCH family, spillover and connectedness models, and event studies.
FC
Forecasting analysts
Time-series and predictive-modelling specialists who validate honestly out-of-sample, from ARIMA and MIDAS to hybrid econometric-ML approaches.
ML
ML & data scientists
Predictive, explainable, and causal machine learning, and text-as-data—built for interpretation and reproducibility, not just accuracy.
SE
SEM & psychometricians
CB-SEM and PLS-SEM, factor analysis, IRT and Rasch, measurement invariance, and scale development—measurement established before structure.
PL
Panel & longitudinal specialists
Multilevel, growth, and cross-lagged models—including RI-CLPM and continuous-time methods—for data observed over time and nested in groups.
SP
Spatial & regional analysts
Spatial econometrics, geographically weighted regression, and regional convergence and inequality analysis.
QL
Qualitative & mixed-methods researchers
Grounded theory, thematic and content analysis, case study, and configurational methods (QCA, fsQCA)—held to the same rigour as quantitative work.
EX
Experimental & behavioural researchers
RCTs, lab, field, and survey experiments, conjoint analysis, power analysis, and behavioural economics and finance, designed for clean identification.
MA
Meta-analysts & synthesis specialists
Systematic reviews, meta-analysis, and evidence synthesis to PRISMA standards, including network and diagnostic meta-analysis.
BM
Bibliometricians
Science mapping, citation and co-word analysis, and research-intelligence analysts working in VOSviewer, Bibliometrix, and CiteSpace.
OR
Operations researchers
Optimization, multi-criteria decision analysis (AHP, TOPSIS, DEMATEL), data envelopment analysis, and network analysis specialists.
EM
Economic modellers
CGE, DSGE, input-output, microsimulation, and agent-based modelling for policy, impact, and scenario analysis.
AC
Accreditation & institutional analysts
AACSB and EQUIS readiness, research-productivity analytics, and institutional benchmarking specialists.
PB
Publication specialists
Journal-selection, methodology-review, and reviewer-response experts who take sound research through to acceptance.