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Record W4417406947 · doi:10.5465/amr.2023.0033

Beyond Dangling Carrots: The Effect of Policy Maker Motives on Their Response to Corporate Political Activity

2025· article· en· W4417406947 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.

Bibliographic record

VenueAcademy of Management Review · 2025
Typearticle
Languageen
FieldBusiness, Management and Accounting
TopicPolitical Influence and Corporate Strategies
Canadian institutionsYork UniversityUniversity of Manitoba
Fundersnot available
KeywordsPoliticsAppealPerspective (graphical)Public policyAmbiguityAffect (linguistics)Decision makerKey (lock)

Abstract

fetched live from OpenAlex

Management scholars have predominantly theorized corporate political activity (CPA) as an exchange wherein a firm offers resources to a policy maker in return for favorable policy. While the CPA literature has extensively explored what drives firms to engage in CPA, it remains largely silent on the question of why a policy maker would accede to a firm’s attempt at influence. Drawing on social influence theory, we develop a framework that extends current CPA theory and centers a policy maker’s perspective when faced with CPA. We introduce a policy maker’s noninstrumental motives and identify novel types of CPA that appeal to these motives. We also consider the role of the bureaucrat—a heretofore largely ignored but important type of policy maker whose motives differ from those of politicians in key respects that shape whether and how a given policy maker is influenced. Lastly, we examine how third-party lobbyists affect the CPA process, identifying key pathways through which they are likely to enhance a firm’s CPA. By theorizing around the motives of the policy maker faced with CPA, we present a novel policy maker-centered framework that helps us better understand this socially and economically important strategy.

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)0.002
metaresearch head score (Gemma)0.001
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Theoretical or conceptual · Consensus signal: Theoretical or conceptual
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.621
Threshold uncertainty score0.747

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0020.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0000.001
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0010.000
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 head0.032
GPT teacher head0.320
Teacher spread0.287 · 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