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Record W3107933386 · doi:10.5267/j.msl.2020.10.024

Marketing performance of bread and cake small and medium business with competitive advantage as moderating variable

2020· article· en· W3107933386 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

VenueManagement Science Letters · 2020
Typearticle
Languageen
FieldSocial Sciences
TopicSMEs Development and Digital Marketing
Canadian institutionsnot available
Fundersnot available
KeywordsMarketingMarket orientationBusinessStructural equation modelingModerationProduct (mathematics)Competitive advantageCompetition (biology)Marketing strategyNew product developmentBusiness administrationMathematics

Abstract

fetched live from OpenAlex

Small and Medium Business (UKM) of bread and cake can develop and encounter business competition if they are concerned greatly with their marketing performance. The purpose of this study was to determine: 1. The effect of market orientation and product innovation on marketing performance of Bread and Cake UKMs. 2.The moderating effect of competitive ad-vantage, strengthens or weakens, of market orientation and product innovation on the marketing performance of Bread and Cake UKMs partially. Data were obtained through offline questionnaire distribution to 80 respondents. The respondents were the business owners and employees of Bread and Cake UKMs in Bengkulu, Indonesia. The data analysis used in this research was Structural Equation Model (SEM) which was operated through the Partial Least Square (PLS) program, SmartPLS 3.2.9. The result indicated that market orientation and product innovation partially influenced marketing performance. Competitive advantage partially moderated (strengthens) the effect of market orientation and product innovation on marketing performance. This research contributes to the theoretical development of competitive advantage which moderates the effect of market orientation and product innovation partially on marketing performance. The study also helps to find the strategy to increase the marketing performance of Bread and Cake UKMs in Bengkulu, Indonesia.

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: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.125
Threshold uncertainty score0.438

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.001
Science and technology studies0.0010.001
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 head0.011
GPT teacher head0.216
Teacher spread0.206 · 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