Research outputs, openly shared
The Gurjas Resource Centre hosts our public research outputs as they are released: reports, briefs, working papers, datasets and methodology notes.
Available research resources
Insights & briefs
Plain-language, dated, evidence-based writing on journal integrity, financial inclusion and accreditation. Read the latest →
Peer-reviewed publications
Ten journal articles and four book chapters, each listed with a verifiable DOI or index record. Browse the record →
Working papers
14 pre-publication papers on SSRN with 6,886 views. Open the SSRN author page →
Free research tools
Eleven transparent planning and evidence tools with named sources, assumptions and limitations. Open the tools hub →
Research Design Selector Public beta
Group defensible design families and preserve rules, exclusions and uncertainties in a local record. Open workflow →
Journal Evaluation Workflow Public beta
Record dated manual checks without a blacklist or automatic legitimacy verdict. Open workflow →
Evidence Pathway Navigator Public beta
Sequence institutional ownership, governance, verification and review controls. Open workflow →
Proof Ledger & tool contracts
Dated sources, verification methods and limitations behind headline claims, plus the decision boundary of every tool. Inspect the evidence →
Open dataset · 97 economiesGlobal Findex resilience analysis
Derived data, codebook and complete Python pipeline for multilevel, panel, heterogeneity and configurational analyses of digital financial inclusion and household resilience.
10.5281/zenodo.20932393 ↗ Open dataset · IndiaAUCR DPI–Inclusion Conversion Index
An open index, codebook and reproducible Python pipeline examining how states and union territories convert financial access into use, capability and resilience.
10.5281/zenodo.20860992 ↗Reports & evaluations
Full-length client and evaluation reports will be shared here as engagements conclude and permissions allow. Forthcoming.
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Sample deliverable templates
Generic, illustrative structures for artefacts we use in research and evidence work. Illustrative structure. No client information. Actual scope and evidence requirements vary by engagement. Free to download and adapt; they do not represent completed work for any client.
Methods Design Decision Memo
Record one methodological decision — options considered, rationale, trade-offs accepted — before the result is known. Download the template →
Institutional evidenceSource-to-Claim Traceability Matrix
Map every material claim back to a named, verified source and verification date. Download the template →
Impact evaluationImpact Evaluation Indicator Matrix
Define indicators, data sources and honest limitations before fieldwork begins. Download the template →
GovernanceResearch Integrity Risk Register
Name integrity risks, owners and mitigations across data, authorship, methods, reporting, AI use and conflicts. Download the template →
ReproducibilityReproducibility & Analysis Audit Pack
File manifest with hashes, data dictionary check, decision log and reproduction confirmation. Download the template →
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