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Stress and Well-Being at the Consumer–Employee Interface

2019· book-chapter· en· W2969834289 on OpenAlexaff
Bonnie Simpson, Madelynn Stackhouse, Katherine White

Bibliographic record

Venuenot available
Typebook-chapter
Languageen
FieldBusiness, Management and Accounting
TopicJob Satisfaction and Organizational Behavior
Canadian institutionsWestern University
Fundersnot available
KeywordsStressorConsumption (sociology)Stress (linguistics)PsychologyConsumer behaviourCoping (psychology)Consumer researchMarketingSocial psychologyOccupational stressBusinessSociologyClinical psychologySocial science

Abstract

fetched live from OpenAlex

Abstract Although stress has become a prominent research theme in consumer behavior and occupational health, to the authors knowledge there is only one review on the relationship between consumer behavior and stress (i.e., when internal and external factors exceed an individual’s resources and endangering the individual’s well-being) and this was published 10 years ago. Further, research on occupational stress has yet to be fully integrated into the consumer stress literature. In this chapter, the authors attempt to advance research on consumer stress by a drawing on a satisfaction mirror framework which outlines that consumers and employees influence each other through a “mirror” where they positively and cyclically influence each other in a service environment. The authors argue that consumers and employees may likewise mirror each other in a negative cycle of stress and well-being depletion. First, the authors describe how stress is viewed in consumer behavior and marketing. Second, the authors review evidence that consumption serves as a form of coping with stress. Third, the authors discuss the role of consumption as a stressor that may drive consumer stress. Finally, the authors introduce the satisfaction mirror model and outline the bi-directional influence on increased stress and well-being depletion at the consumer–employee interface in service encounters. The model introduced in this chapter serves as a framework for organizing findings related to stress and well-being in the fields of consumer behavior and occupational health. In addition, the model serves as a springboard for developing propositions for future research. Ultimately, the authors hope this chapter both updates and builds upon previous findings on stress and consumer behavior, as well as grounds future research on stress and well-being at the intersection of consumers and employees.

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)0.001
metaresearch head score (Gemma)0.003
Version: metacan-v3-hybrid-931329e0061cValidation 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 score0.007
Threshold uncertainty score0.024

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.003
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.001
Bibliometrics0.0010.001
Science and technology studies0.0010.001
Scholarly communication0.0040.001
Open science0.0000.002
Research integrity0.0010.001
Insufficient payload (model declined to judge)0.0070.000

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 head0.012
GPT teacher head0.220
Teacher spread0.209 · 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 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

Citations3
Published2019
Admission routes1
Has abstractyes

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