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Record W4391320952 · doi:10.21203/rs.3.rs-3899576/v1

Inflation, Price Hike, and Service Quality: A Comprehensive Analysis of Customer Perception in the Realm of Sustainable Entrepreneurship

2024· preprint· en· W4391320952 on OpenAlexaff
Mason Cooper, Noah Bennett, Isabella Hayes

Bibliographic record

VenueResearch Square · 2024
Typepreprint
Languageen
FieldBusiness, Management and Accounting
TopicCorporate Social Responsibility Reporting
Canadian institutionsKellogg's (Canada)
Fundersnot available
KeywordsRealmService qualityPerceptionEntrepreneurshipBusinessMarketingQuality (philosophy)Inflation (cosmology)Service (business)EconomicsPsychologyPolitical scienceFinance

Abstract

fetched live from OpenAlex

<title>Abstract</title> This qualitative research explores the intricate dynamics of customer perceptions within the realm of sustainable entrepreneurship, specifically examining the influences of inflation, price hikes, and service quality. Through a thorough thematic analysis of semi-structured interviews, this study seeks to unravel the complex interplay between these economic factors and customer perspectives, providing valuable insights for businesses navigating the challenges of economic uncertainty. The findings underscore the significance of adopting a holistic approach when addressing economic challenges. Transparent communication emerges as a cornerstone, with businesses that prioritize open and honest engagement better positioned to retain customer loyalty in the face of inflation and price hikes. Trust-building efforts, anchored in reliability and transparency, are revealed as critical components of successful business strategies. Service quality emerges as a key differentiator, acting as a resilient factor that not only contributes to customer satisfaction but also mitigates the negative impact of economic fluctuations. The study emphasizes the strategic imperative for businesses to invest in customer experience, particularly during periods of economic challenges. Furthermore, sustainable entrepreneurship practices are identified as a positive influence on customer perceptions. Businesses committed to environmental and social responsibility are perceived as more trustworthy and resilient, contributing to an enhanced brand image. While offering practical implications for businesses seeking to navigate dynamic market environments, this study acknowledges its limitations and suggests avenues for future research. The complex interplay between economic factors and customer perceptions provides a foundation for continued exploration, positioning this research as a valuable contribution to the fields of business strategy and sustainable entrepreneurship.

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)0.008
metaresearch head score (Gemma)0.003
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 score0.042
Threshold uncertainty score0.972

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0080.003
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0020.008
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.002
Research integrity0.0000.001
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 head0.105
GPT teacher head0.405
Teacher spread0.300 · 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

Citations3
Published2024
Admission routes1
Has abstractyes

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