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Record W4407865211 · doi:10.33423/jabe.v27i1.7528

Strategic Service Marketing: Competing on Exemplary Service Quality and Innovation for Customer Satisfaction

2025· article· en· W4407865211 on OpenAlexvenueno aff
Ashford C. Chea

Bibliographic record

VenueJournal of Applied Business and Economics · 2025
Typearticle
Languageen
FieldBusiness, Management and Accounting
TopicCustomer Service Quality and Loyalty
Canadian institutionsnot available
Fundersnot available
KeywordsBusinessMarketingService qualityCustomer satisfactionService (business)

Abstract

fetched live from OpenAlex

The purpose of the paper was to carryout a thorough and critical review and analysis of the empirical literature on strategic service marketing. Also analyzed is the unique characteristics of the service industry and the fast-changing competitive marketplace. Moreover, the role of innovation in service delivery and the need for customer participation in exemplary service delivery are analyzed. The article starts with a brief introduction and overview of the concept of service marketing and the presentation of the paper's objectives. The research methodology then follows. Next, the article outlines the associate theories that support service marketing strategies and models. A comprehensive and rigorous analysis and synthesis of the empirical literature on service marketing concepts is presented. An analysis of current trends and emerging issue is also presented. Finally, the paper discusses implications for marketing decision-makers and recommends action.

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)0.002
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 score0.867
Threshold uncertainty score0.701

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0020.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.001
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 head0.052
GPT teacher head0.276
Teacher spread0.224 · 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.

The models applied no category: nothing in the taxonomy fit this work.
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
Published2025
Admission routes1
Has abstractyes

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