MétaCan
Menu
Back to cohort
Record W334523941

Diversity and Public Policy in Relation to the Special Case of Intercountry Adoption

2007· article· en· W334523941 on OpenAlexaboutno aff
Karen Miller‐Loessi

Bibliographic record

VenueForum on public policy · 2007
Typearticle
Languageen
FieldSocial Sciences
TopicChild Welfare and Adoption
Canadian institutionsnot available
Fundersnot available
KeywordsDiversity (politics)ImmigrationArgument (complex analysis)MillerPhenomenonPolitical sciencePublic policyHuman rightsDevelopment economicsEconomic growthSociologyEconomicsLaw
DOInot available

Abstract

fetched live from OpenAlex

Abstract Today over 40,000 children annually move among more than 100 countries through the mechanism of intercountry adoption. This paper examines this phenomenon with respect to how it impacts diversity and public policy. First, it creates unique forms of diversity in host nations. Second, it is a morally ambiguous process that has been rife with abuse. The paper discusses existing and needed public policies from the international to the local level, with the objective that intercountry adoption should be in the best interest of children to the maximum extent possible. Introduction This paper examines the case of intercountry adoption--adoption, of children born to parents in one country, by citizens of another country--with respect to how this phenomenon impacts diversity and public policy. My argument is two-fold. First, intercountry adoption is a form of immigration that by its nature increases diversity in host nations, as does any form of immigration (Bean and Stevens 2003), but in a unique form that impacts children, families, schools, communities, and nations (Miller-Loessi and Kilic 2001). Second, intercountry adoption raises important and sometimes disturbing issues that call for careful attention to public policies at multiple levels, from the international level of human rights discourse to the level of individual school district policy. A Brief Overview of Intercountry Adoption Since the end of the Korean War, and particularly since the early 1990's, intercountry adoption has increased dramatically worldwide. Today over 40,000 children a year move among more than one hundred countries through the mechanism of adoption (Juffer and van IJzendoorn 2005; Selman 2002). The United States, Canada, Australia, and many Western European countries are major recipient nations, absorbing these children into their populations. In the United States, for example, the 2000 census found that a total of about 200,000 citizens had entered the U.S. as adoptees from other countries (Kreider 2003). These adopted citizens have come predominantly from Asia, Eastern Europe or the former USSR, Latin America, or most recently from Africa. International adoption is part of a globalized world (McGrew 1992), in which there are flows across national boundaries and over great geographical distances of workers, students, goods, capital, images, ideas, culture, information, crime, pollution, drugs, fashions, viruses--and children. In the case of children, it would be disingenuous not to recognize the flow as governed by supply and demand (Liu 1994). The demand for adoptable children is growing in the affluent West because of delayed childbearing (Menken 1985), rising infertility rates (Carstens and Julia 1995; Menken 1985), the acceptability of new family forms (Liu 1994), and the perceived and/or real difficulties of domestic adoption (Liu 1994; Pertman 2000). At the same time, there is a large supply of adoptable children in many non-Western nations, because poverty, wars, natural disasters, and/or political policies have rendered many children homeless (Liu 1994). Furthermore, new global news media have played a major role in constituting images of particular orphans as objects of pity and concern in need of rescue (Cartwright 2005). Internet searches by eager and affluent would-be parents can now uncover vast numbers of images of available children, particularly in Russia, the former Soviet Republics, and parts of Eastern Europe. While the motives of most Western adoptive parents stem from their desire to love and care for a child (Rojewski and Rojewski 2001), such Internet images raise the specter of children as commodities in a huge global market, and prospective parents as consumers of the most appealing images. Thus, like so many aspects of globalization and its celebration of unbridled, borderless markets (Greider 1997), intercountry adoption is morally ambiguous. As Volkman states, All adoption that crosses borders--of culture, race, ethnicity, or class--is shaped by profound inequities in power, by contradictions and ambivalence. …

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)0.009
metaresearch head score (Gemma)0.015
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: Empirical · Consensus signal: Empirical
Teacher disagreement score0.011
Threshold uncertainty score0.052

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0090.015
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.001
Bibliometrics0.0010.002
Science and technology studies0.0100.020
Scholarly communication0.0090.007
Open science0.0010.012
Research integrity0.0060.007
Insufficient payload (model declined to judge)0.0050.000

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 head0.025
GPT teacher head0.302
Teacher spread0.277 · 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
GenreEmpirical

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
Published2007
Admission routes1
Has abstractyes

Explore more

Same venueForum on public policySame topicChild Welfare and AdoptionFrench-language works237,207