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Record W2039234219 · doi:10.1016/j.jom.2004.07.002

Toward an integrative approach to designing service experiences

2004· article· en· W2039234219 on OpenAlexaff
F. Ian Stuart, Stephen S. Tax

Bibliographic record

VenueJournal of Operations Management · 2004
Typearticle
Languageen
FieldBusiness, Management and Accounting
TopicCustomer Service Quality and Loyalty
Canadian institutionsUniversity of Victoria
Fundersnot available
KeywordsExcellenceService designReputationProcess managementService delivery frameworkLoyaltyProcess (computing)Service (business)Computer scienceService providerMarketingService level objectiveBusinessLoyalty business modelService qualityKnowledge managementSociology

Abstract

fetched live from OpenAlex

Abstract A critical element in designing a new service and ultimately achieving customer delight and loyalty, particularly for competitive services where the customer–service provider interface is high, deals with the delivery of memorable personal experience. Since many such services rely on attributes of theatre‐like performance, this research examines the process by which theatre plays are chosen, designed and developed with the objective of better understanding how performance excellence is realized. Theatre plays were chosen as a basis for study because of their long history of mastering the critical elements of performance staging and the reputation for opening on time at near peak performance levels. Using a case‐based, qualitative research approach, the theatre play process is described, implications are extracted and a corresponding management process model is presented. Research and management implications for new service design and service delivery excellence are suggested.

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 machine prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.

metaresearch head score (Codex)0.012
metaresearch head score (Gemma)0.011
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Theoretical or conceptual · Consensus signal: Theoretical or conceptual
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.014
Threshold uncertainty score0.061

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0120.011
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0040.002
Science and technology studies0.0060.021
Scholarly communication0.0140.013
Open science0.0020.009
Research integrity0.0020.003
Insufficient payload (model declined to judge)0.0070.001

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 head0.055
GPT teacher head0.290
Teacher spread0.235 · 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 source (direct Gemma or distilled Codex), not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designTheoretical or conceptual
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

Citations139
Published2004
Admission routes1
Has abstractyes

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