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Record W2336533789 · doi:10.1177/0169796x15609710

Broken Windows: Why Culture Matters in Corruption Reform

2016· article· en· W2336533789 on OpenAlex

Why this work is in the frame

A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.

affAt least one author lists a Canadian institution in the pinned OpenAlex snapshot.
aboutThe title or abstract carries a Canadian signal from the geographic lexicon.

Bibliographic record

VenueJournal of Developing Societies · 2016
Typearticle
Languageen
FieldSocial Sciences
TopicCulture, Economy, and Development Studies
Canadian institutionsSimon Fraser University
FundersWorld Bank Group
KeywordsLanguage changeContext (archaeology)Developing countryPolitical scienceCorporate governanceElement (criminal law)ProcurementGood governancePublic administrationColonialismEconomic growthCivil societyDevelopment economicsEconomicsLawPoliticsManagement

Abstract

fetched live from OpenAlex

Corruption, or misuse of public office for private gain, is continually in the headlines. From hunger strikes in India to scandals around defence procurement in Canada, attention to corruption is growing. Corruption has been linked to weak economic growth and development outcomes (Kulshreshtha, 2008, p. 558). Though the problems of corruption have led aid agencies to recognize the fundamental importance of good governance, progress has been halting. In fact, there are almost no cases of a developing (‘post-colonial’) country moving from a highly corrupt situation to one in which corruption is minimized. Civil service reforms and elections of pro-reform candidates seem futile to bring long-lasting results in countries as diverse as India and Argentina. Failing states from Afghanistan to Iraq reveal corruption to be a central issue. While the role of culture, often defined as shared beliefs, attitudes, values, norms and practices is recognized in the academic literature as an element of potential importance, to date it has not been incorporated into the design of aid programmes to reform civil services. In this collection, we examine why attempts to reform the civil services of developing countries have largely failed in good part because they focus on the formal and ignore the need to reform culture as well. Our case studies including Singapore, Hong Kong, Chile, Afghanistan, Swaziland, India and Nigeria span a wide range of failures as well as a few success stories and are based on strong author knowledge of the local context as well as field research.

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.

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 categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: Not applicable
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.426
Threshold uncertainty score0.306

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0000.001
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0000.000

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 head0.031
GPT teacher head0.295
Teacher spread0.264 · 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