Benchmarking and Building Diaspora Readiness Infrastructure
Diaspora Country Index (DCI) examines how prepared countries are to engage diaspora professionals in national development. Our research focuses on policies, institutions, relationships and working pathways for participation through finance, climate action and technology transfer.
Our current research begins in Africa, within a wider Global South mission. The indices identify documented strengths and gaps. DCI uses these findings to inform policy dialogue, country research, case studies and planned practical frameworks.
What We Mean by Readiness
Readiness describes the foundations for sustained engagement. A government policy, an accountable institution, a professional network and a route for collaboration each address a different part of this foundation.
Readiness differs from impact. A policy’s existence does not prove implementation. A documented partnership does not prove lasting results. An index score summarizes selected conditions supported by evidence. Readers should examine the individual indicators alongside the total.
Research and Scoring Approach
DCI combines qualitative document review with selected quantitative information. Research sources include government policies, institutional records, programme documents, university publications, implementation reports and relevant independent research. The bond index also uses sovereign credit-rating information and remittances as a percentage of gross domestic product.
Each index has its own indicators and scoring rules. Scores from DBRI, DCRI and DTRI should not be added together or treated as a single country ranking. Coverage also differs across the three indices.
Our Indices
Diaspora Bond Readiness Index (DBRI)
DBRI examines three foundations for discussions about diaspora financing across 54 African countries:
Diaspora Engagement Policy (0–2). Assesses documented government frameworks and channels for engaging the diaspora.
Sovereign Credit Rating (0–2). Converts published third-party sovereign credit information into index points under DCI’s scoring rules.
Diaspora Remittances as a Percentage of GDP (0–2). Assesses recorded remittance flows relative to the size of the economy.
The indicators carry equal weight. Their sum produces a score from 0 to 6. Categories are Low (0–2), Medium (3–4) and High (5–6).
A high DBRI score identifies stronger conditions within this framework. It does not establish investor demand, trust, debt sustainability or readiness to issue a bond. Remittance flows do not show willingness to purchase securities. DCI’s credit indicator is not a new credit rating. An unrated country is not equivalent to a country in default, even where the scoring conversion awards the same number of points.
Each bond release should identify the rating provider, rating type and date, policy scoring rules, remittance reference period and percentage bands. Readers need these details to reconstruct the scores.
Diaspora Climate Readiness Index (DCRI)
DCRI assesses five foundations for diaspora participation in climate action across 10 selected African countries:
Diaspora Climate Strategy or Policy (0–1). Examines whether an adopted government strategy or policy explicitly connects diaspora participation with climate action.
Diaspora Climate Expertise Networks (0–1). Examines documented networks linking diaspora expertise with climate-related activity.
Dedicated Diaspora Office or Focal Point (0–1). Examines whether a government institution or designated focal point has a diaspora engagement mandate. A climate-specific mandate is not required for this indicator.
University and R&D Collaboration with Diaspora (0–1). Examines documented climate-related research, training or knowledge exchange involving local research institutions and diaspora participants.
Diaspora-Supported Climate Initiatives (0–1). Examines ongoing or implemented climate initiatives with documented diaspora support.
The five indicators carry equal weight, producing a total from 0 to 5. Except for the dedicated office indicator, qualifying evidence must show both diaspora involvement and climate relevance. General international cooperation alone does not establish a diaspora contribution.
A score of 0 means available evidence did not establish the indicator’s requirements by the release cutoff. It does not prove the absence of undocumented activity. Rankings apply to the selected sample, not to all African countries. A DCRI score does not measure climate impact or programme quality.
Diaspora Technology Transfer Readiness Index (DTRI)
DTRI examines whether countries have working foundations for connecting diaspora expertise with local research, commercialization and productive activity. Its focus is the adoption of knowledge and technology, alongside the retention of skills and capabilities by local partners.
National Strategy and Accountable Ownership (0–2). Examines national priorities and institutional responsibility for diaspora technology transfer.
Diaspora Technology Talent Intelligence and Networks (0–2). Examines ways to identify relevant diaspora expertise and connect professional networks with local needs.
Domestic Demand and Absorptive Capacity (0–2). Examines whether firms, universities and research institutions have defined needs and the capacity to apply new knowledge.
Matching, Mobility and Collaboration Pathways (0–2). Examines routes for joint R&D, technical assignments, training and other diaspora-local collaborations.
Deployment Finance, Intellectual Property and Commercialization Support (0–2). Examines support for funding, intellectual property, licensing, startups and the path from prototype to market.
Verified Delivery and Local Retention (0–2). Examines documented transfer activity and evidence of skills or capabilities retained locally.
The six indicators carry equal weight, producing a possible total from 0 to 12. Each indicator uses its own evidence criteria. A score of 0 requires authoritative evidence of no active pathway, documented termination or a completed standardized review. Insufficient evidence receives NA, never 0. Only countries with complete evidence for all six indicators receive a total, tier and rank.
The DTRI tiers are Nascent (0–3), Emerging (4–6), Operational (7–9) and Advanced (10–12). These labels describe readiness scores within the pilot. They do not certify technology-transfer results, manufacturing performance, jobs or export capability.
The retrospective August 2026 pilot selected 15 countries across Africa’s five African Union regions. The evidence cutoff was 31 August 2026. Ten countries have complete scores and receive ranks. Five remain unranked. Zambia and South Africa represent Southern Africa in the pilot, but incomplete indicator evidence leaves both unranked. The ranked group therefore covers four regions. The selected pilot is not a continent-wide top 15.
August DTRI scores are provisional desk assessments pending a second review and country validation, especially for delivery and local-retention evidence.
Evidence Standards
DCI prioritizes sources with a direct connection to the indicator under review. Relevant records include adopted policies, official institutional mandates, programme terms, budgets, implementation reports, university records and published statistics. Multilateral implementation records and credible independent research help corroborate activity. Unsupported publicity alone does not establish implementation or justify the highest DTRI indicator score.
For each claim, the assessment should identify the country, institution, participants, activity and relevant period. An announcement or proposed partnership does not establish delivery. One programme might inform several indicators, but each score requires its own explanation.
Expert input from diaspora organizations, researchers and country institutions helps locate records and test interpretations. Consultation does not imply endorsement of DCI’s scores. Expert opinion alone does not replace documentary evidence.
Missing and Conflicting Information
Public documentation differs across countries and languages. Limited visibility does not necessarily mean limited activity. DCI records evidence gaps and unresolved disagreements rather than treating assumptions as verified facts.
Missing information has different implications under each index’s rules. A missing numerical value should not appear as an observed zero. Under DCRI, a zero records failure to establish qualifying evidence by the cutoff. Under DTRI, insufficient evidence receives NA and prevents a complete total, tier and rank.
Review, Publication and Comparability
A country evidence record should identify the indicator, score, supporting source, source date where available, access date and scoring reason. Release notes should state the publication date, evidence cutoff, data reference periods and scoring rules in effect. They should also identify the review undertaken. Readers should not assume independent validation unless a release reports it.
DCI publishes monthly index releases, although policies, ratings and statistical series update on different schedules. A score change might reflect a new programme, a rating action, newly located evidence about earlier activity, a revised source or a correction. A change in points does not establish an equivalent change in real-world capability.
Comparisons across months require consistent indicator rules and country coverage. Method changes and revised historical findings should be identified. Retrospective releases should distinguish the assessed month from the date of preparation.
Limits and Responsible Use
Each index simplifies complex country conditions. Equal indicator weights provide a transparent scoring approach. They do not imply equal effects on investment, climate resilience, innovation or employment. Stronger public documentation might also give some countries greater recognition than countries with less accessible records.
The indices support research, comparison and policy discussion. They do not establish causation or predict development outcomes. DBRI is not investment advice, a credit opinion or a recommendation to issue or purchase securities. A proposed bond requires separate legal, financial, regulatory, market and project-level assessment. Climate programmes and technology-transfer partnerships require their own technical and country-specific due diligence.
DCI conducts research, benchmarking and readiness guidance. DCI does not issue securities, originate diaspora bonds or act as a broker-dealer.
From Research to Practical Guidance
Index findings help DCI identify readiness gaps and questions for deeper country research. Case studies provide context. Planned frameworks and toolkits will translate supported findings into practical guidance with research and funding partners. Improving an index score matters when the underlying change strengthens a working pathway for diaspora engagement.
Citations, Corrections and Feedback
When citing a release, include Diaspora Country Index, the index title, release month and year, page address, access date and methodology version where available.
DCI welcomes documented corrections and additional evidence. A submission should identify the country, indicator, release, supporting source and reason for reconsideration. New evidence does not automatically change a score. Revised findings should identify the affected release and explain the correction.
Contact DCI to submit evidence or discuss research collaboration..