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Record W4406112162 · doi:10.1108/ejm-10-2023-0789

When does ownership concentration improve franchise store performance?

2025· article· en· W4406112162 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

VenueEuropean Journal of Marketing · 2025
Typearticle
Languageen
FieldBusiness, Management and Accounting
TopicFranchising Strategies and Performance
Canadian institutionsUniversity of Windsor
Fundersnot available
KeywordsMarketingBusinessOriginalityCompetition (biology)Market powerValue (mathematics)FranchiseCompetitive advantageIndustrial organizationEconomicsMicroeconomicsQualitative research

Abstract

fetched live from OpenAlex

Purpose This study aims to examine the performance outcomes of a store’s ownership concentration within a multi-unit franchise (MUF) network, emphasizing the nuanced effects under varying competitive conditions. Design/methodology/approach This study conducted a comprehensive analysis of all stores within the McDonald’s chain over an eight-year span. The research methodology incorporated a review of over 11 million customer evaluations to discern patterns in customer satisfaction and sales growth in relation to the store’s ownership concentration. Findings Stores with a pronounced ownership concentration showcased enhanced outcomes in both customer satisfaction and sales growth. However, the magnitude of these effects was moderated by the nature of competitive conditions, specifically focal market competition, non-focal market competition and legal safeguards. Research limitations/implications The study’s concentration on McDonald’s stores introduces a specificity that might limit the universal applicability of the findings to all franchise models or sectors. Additionally, the emphasis on the store level of analysis potentially overlooks broader systemic factors. Practical implications For managers and franchise owners, understanding the nuanced roles of ownership concentration can provide strategic insights. Recognizing how different competitive conditions can moderate the effects of ownership concentration can help in making informed decisions about power dynamics and competitive positioning. Social implications A store’s ownership concentration can have broader societal ramifications, potentially shaping consumer perceptions, community engagement and overall market health. As an owner’s stores concentrate spatially, they can contribute to a healthier market ecosystem, benefitting consumers and communities alike. Originality/value While the vertical power between the franchisor and franchisee owners have been studied, this study extends the discourse to power between MUF owners. This study provides novel insights by showing customer centric and firm centric performance outcomes of ownership concentration.

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)0.004
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: Observational · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.588
Threshold uncertainty score0.441

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0040.000
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 head0.008
GPT teacher head0.194
Teacher spread0.186 · 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