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Record W6986352917

Pieces of Myself all Over the World: Multiple Identities and Diaspora Entrepreneurship

2015· other· en· W6986352917 on OpenAlexaboutno aff

Bibliographic record

VenueDépôt institutionnel de l'Université libre de Bruxelles (Université Libre de Bruxelles) · 2015
Typeother
Languageen
FieldSocial Sciences
TopicFamily Dynamics and Relationships
Canadian institutionsnot available
Fundersnot available
KeywordsDiasporaGrandparentImmigrationIdentity (music)Extant taxonEntrepreneurshipTransnationalismSocializationCountry of origin
DOInot available

Abstract

fetched live from OpenAlex

How much is the location of one’s firm determined by the location of one’s self? As an international entrepreneur, the location of self is complicated and contingent. Global transitions are often represented in one’s self-concept, bifurcating people’s self-definitions into home and host, blood and soil, overlapping or conflicting with gender, familial and other identities.However, extant literature largely emphasizes the role of diaspora members’ “psychological bond with the country of origin” and ignores other identities that may influence diaspora economic engagement (Chand & Tung, 2014). Furthermore, the literature seems to focus on first-generation immigrants (Gillespie et al. 1999), and implicitly assumes that second generation family members identify with their parents’ country of origin, too (Alba & Waters, 2012).In reality, second generation diaspora members’ country of origin is the parents’ host country, and socialization provides a background for multiple identities (Ramarajan, 2014). The effect of multiple identity formation further increases when diaspora members are born to or part of mixed couples and/ or have a history of migration patterns across multiple countries (e.g. Indians born in Canada to Indian parents who were born in Tanzania whose grandparents were the original migrants from India). Thus, concepts such as “country of origin” become blurred. That is, operating at the intersection of multiple worlds can make working across borders desirable and potentially also more rewarding. Thus, how second generation diaspora members choose where and how to engage economically with their “home” and “host” countries is an important question. Indeed, from a long-term perspective, countries that have large, economically vibrant diasporas abroad should be interested in maintaining links and remaining attractive not just to migrants, but also their descendants.In this research, we focus on second-generation immigrants and their economic engagement with their “country of origin” and country of residence. We combine theories on multiple identities (Ramarajan, 2014) with that of diaspora entrepreneurship and investment (e.g. Sonderegger and Täube, 2010; Vaaler, 2011). Specifically, we consider how second-generation immigrants’ identities (home, host, gender and familial) influence the formation of new ventures and contrast that with other forms of economic engagement such as remittances and international career moves.

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 distilled prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.

metaresearch head score (Codex)0.001
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMeta-epidemiology (narrow), Science and technology studies, Insufficient payload (model declined to judge)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: Not applicable
GenreCandidate signal: Other · Consensus signal: Other
Teacher disagreement score0.138
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0010.001
Science and technology studies0.0010.002
Scholarly communication0.0000.001
Open science0.0020.001
Research integrity0.0010.001
Insufficient payload (model declined to judge)0.0010.000

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 head0.017
GPT teacher head0.231
Teacher spread0.214 · 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 teacher head, not a consensus.

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

Citations0
Published2015
Admission routes1
Has abstractyes

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