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Record W2886800555 · doi:10.5539/jsd.v11n4p89

Strategic Direction and Sustainable Development in Franchising Organizations: A Conceptual Study

2018· article· en· W2886800555 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.

venuePublished in a venue whose home country is Canada.
no affNo Canadian affiliation: this work is invisible to an affiliation-only frame.
No Canadian affiliation. An affiliation-only frame, the usual design, would never have seen this work. It is one of the works that make the case for inverting the frame.

Bibliographic record

VenueJournal of Sustainable Development · 2018
Typearticle
Languageen
FieldBusiness, Management and Accounting
TopicFranchising Strategies and Performance
Canadian institutionsnot available
Fundersnot available
KeywordsContinuanceBusinessFranchiseMarketingGovernment (linguistics)Sustainable developmentProcess (computing)Conceptual frameworkIndustrial organizationUnderpinningSustainable businessSustainability

Abstract

fetched live from OpenAlex

Franchising is viewed as a significant industry in contributing to the global economic development by generating an average of $3.7 billion in annual franchise sales from 40 countries and provides over 18 million jobs opportunities. Due to the expansion of franchise business markets in Malaysia, the number of franchise outlets keeps increasing more than doubled within six years, with total 10720 outlets in 2010 to 23140 outlets in 2016. To intensify the continuance of this expanding process, franchise entrepreneurs need to conserve a sustainable creative value in undergoing the challenging of the business environment. The limitations of internal and external factors such as core capability, government support and other related dimensions affect the stability of franchise organization. This paper pursues to explore the related existing literature and underpinning theories that reinforce the sustainable development of franchise business. Most of the franchise models are captured in the different analysis of dimensions and strategies on sustainable development goals. The objective of this study is to conceptualize the strategic direction practices and propose a theoretical framework of sustainable franchising that can help the continuance of franchise business. Therefore, by supporting and participation of stakeholders, entrepreneurs, academicians, researchers, and governments, future analysis can develop and expose a sustainable model of franchising.

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: Observational · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.403
Threshold uncertainty score0.824

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.002
Science and technology studies0.0010.000
Scholarly communication0.0010.002
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 head0.013
GPT teacher head0.224
Teacher spread0.211 · 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