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Record W4387333243 · doi:10.1111/jems.12560

Mergers and organizational disruption: Evidence from the US airline industry

2023· article· en· W4387333243 on OpenAlexafffund
Julia González, Jorge Lemus, Guillermo Marshall

Bibliographic record

VenueJournal of Economics & Management Strategy · 2023
Typearticle
Languageen
FieldEconomics, Econometrics and Finance
TopicAviation Industry Analysis and Trends
Canadian institutionsUniversity of British Columbia
FundersSocial Sciences and Humanities Research Council of Canada
KeywordsBusinessIndustrial organizationProductivityQuality (philosophy)Mergers and acquisitionsOrganizational structureMarketingFinanceEconomicsManagement

Abstract

fetched live from OpenAlex

Abstract Merger‐specific efficiencies alleviate anticompetitive concerns of horizontal mergers. However, organizational challenges inherent in mergers pose a threat to achieving these efficiencies and could negatively impact the merged firm's productivity and market outcomes. We separately measure the organizational and strategic effects of mergers on quality provision using administrative data from the US airline industry, leveraging an industry‐specific regulation. We find that organizational challenges (e.g., combining workforces) cause a significant reduction in the quality supplied by a merged firm. In contrast, strategic effects (e.g., market strategy) have a minor impact on quality. Also, we find that a merger can reduce the performance of both merging firms. Our results suggest a merger's organizational challenges create uncertain efficiency gains.

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 categoriesInsufficient payload (model declined to judge)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.266
Threshold uncertainty score1.000

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 communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
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 head0.064
GPT teacher head0.259
Teacher spread0.194 · 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 designObservational
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

Citations2
Published2023
Admission routes2
Has abstractyes

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