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Indian Diaspora: a Pillar of India's Foreign Policy an Analysis Based on the Perspective of Dr. Sachin Chaturvedi (Based on the Shri Baleshwar Agrawal Memorial Lecture Series)

2025· article· en· W4412870913 on OpenAlexaboutno aff

Bibliographic record

VenueInternational Journal For Multidisciplinary Research · 2025
Typearticle
Languageen
FieldEconomics, Econometrics and Finance
TopicIndian Economic and Social Development
Canadian institutionsnot available
Fundersnot available
KeywordsDiasporaPillarPerspective (graphical)Series (stratigraphy)PhilosophyEngineeringArtTheologyVisual artsMechanical engineering

Abstract

fetched live from OpenAlex

This research paper presents a comprehensive analysis of the role of the Indian diaspora in India's foreign policy, based on Dr. Sachin Chaturvedi’s keynote address and insights from other eminent speakers during the Shri Baleshwar Agrawal Memorial Lecture Series. It argues that the Indian diaspora has evolved from being merely cultural inheritors to becoming robust economic, strategic, intellectual, and diplomatic assets for India. India’s foreign policy has extended beyond traditional government-to-government relations into the realms of public engagement and people-centric diplomacy—where the role of the Indian diaspora has become pivotal. This paper highlights how the diaspora is contributing at multiple levels—image-building, cultural exchange, economic investment, policy influence, and global collaboration. According to Dr. Chaturvedi, the diaspora’s contribution to India’s economy is not limited to remittances. They are significantly bolstering India's economic structure through innovation, technological investment, startup ecosystems, and skill development. Their intellectual capital—reflected in their leadership roles in global universities, think tanks, and institutions—strengthens knowledge-based collaboration and policy dialogues. Additionally, the diaspora enhances India’s cultural presence across the globe. From organizing festivals and preserving Indian languages to promoting yoga, Ayurveda, and Indian philosophy, they serve as dynamic agents of cultural diplomacy. The study also emphasizes the diaspora’s increasing involvement in policy-making. Indian-origin individuals now occupy influential political, administrative, and diplomatic positions across the United States, Canada, the UK, and Gulf countries, helping secure India’s interests on global platforms. This paper analyses the multidimensional role of the diaspora under five major pillars: economic contribution, intellectual capital, cultural propagation, public diplomacy, and policy-making participation. It concludes that the Indian diaspora has emerged as a powerful and enduring pillar of India’s foreign policy.

Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.

How this classification was reachedexpand

Full frame machine prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.

metaresearch head score (Codex)0.001
metaresearch head score (Gemma)0.002
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Other · Consensus signal: none
Teacher disagreement score0.026
Threshold uncertainty score0.052

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.002
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.002
Science and technology studies0.0070.006
Scholarly communication0.0100.003
Open science0.0010.005
Research integrity0.0010.003
Insufficient payload (model declined to judge)0.0030.000

Machine scores (provisional)

The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.

Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.

Opus teacher head0.053
GPT teacher head0.364
Teacher spread0.311 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designNot applicable
Domainnot available
GenreOther

How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".

Quick stats

Citations1
Published2025
Admission routes1
Has abstractyes

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