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Record W2951544837 · doi:10.4324/9780203110911-19

Corporate social responsibility in China’s new economic diplomacy ROBeRT J . hANLON

2012· book-chapter· en· W2951544837 on OpenAlexaboutno aff

Bibliographic record

Venuenot available
Typebook-chapter
Languageen
FieldSocial Sciences
TopicInternational Development and Aid
Canadian institutionsnot available
Fundersnot available
KeywordsDiplomacyChinaCorporate social responsibilityPolitical scienceEconomic diplomacyLaw

Abstract

fetched live from OpenAlex

China’s state-owned enterprises (SOE) are often accused of irresponsible business practices when operating abroad, especially in regards to human rights (Brautigam 2009; Taylor 2009; Dobler 2008). Yet the language of corporate social responsibility (CSR) has been gaining significant ground throughout Mainland policy circles as a mechanism to improve corporate behaviour. In 2005, President Hu Jintao’s ‘Harmonious Society Policy’ went as far as directing the country’s business leaders to incorporate CSR strategies into their business models. While such developments are promising, this chapter argues that China’s embracement of CSR should be considered a strategic and sophisticated mechanism to promote trade. Regardless, the government’s attempt to force SOEs to adopt CSR policies has important implications for China’s foreign relations by encouraging corporate elites to consider human rights abroad. In this sense, China’s CSR commitment can be seen as a soft power strategy that brings a new framework for diplomatic engagement. This chapter is divided into five sections. First, it defines and introduces a framework known as CSR engineering to understand how the social responsibility concept has emerged in China. Second, it reviews China’s linkages within the global trading system and implications for economic growth. Third, this chapter explores the nexus between SOEs and human rights violations. Fourth, it offers evidence to highlight China’s applied use of CSR language within global institutions and policy forums. Finally, it offers insight into why China has chosen to engage the CSR paradigm as a soft power mechanism to multilateral economic diplomacy. Findings are based on empirical data collated from official Chinese Communist Party (CCP) policy statements and twenty-six semi-structured interviews with major stakeholders.1 Interviewees included senior management of multinational corporations (MNC), social enterprises, nongovernmental organizations (NGO), small-to-medium size enterprises (SME), intermediaries, consultants, academics and lawyers. Face-to-face interviewees were carried out in Hong Kong, Kunming, Guangzhou and Vancouver between January 2008 and July 2009. Results are also based on several hundred ‘off-the-record’ conversations held with industry at conferences and chambers of commerce events between 2007 and 2010. These conferences include the 2008 Anti-Corruption South Asia Summit in Singapore; the 2009 Anti-Corruption Asia Congress; the 2007 and 2008 CSR-Asia Summit conferences held in Hong Kong and Bangkok; the International Seminar on Business and Human Rights in Paris; and the 2009 Prime Source Forum: Annual Meeting Place for the Apparel Industry held in Hong Kong. To begin, it is worth conceptualizing the evolution of CSR in China to provide context of the domestic forces influencing the government’s approach to socially responsible business abroad.

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)0.002
metaresearch head score (Gemma)0.001
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 score0.032
Threshold uncertainty score0.081

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0020.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.001
Science and technology studies0.0050.005
Scholarly communication0.0040.002
Open science0.0000.003
Research integrity0.0020.003
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 head0.050
GPT teacher head0.309
Teacher spread0.259 · 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

Citations0
Published2012
Admission routes1
Has abstractyes

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