Student or educator? Sign up with your school email and get 6 months of Pro free.
Cited by 179

The DOI matches its Crossref record; 10 of the 10 references it cites were found in a registry or an index.

Employees’ challenge-hindrance appraisals toward STARA awareness and competitive productivity: a micro-level case

Ding, Li·2021·International Journal of Contemporary Hospitality Management

Abstract

Purpose: This study aims to examine the effect of restaurant employees’ challenge-hindrance appraisals toward smart technology, artificial intelligence, robotics and algorithms (STARA) awareness on individual competitive productivity (ICP) and explore the mediating roles of employees’ work engagement and organizational commitment on the relationship between challenge-hindrance appraisals and ICP. Design/methodology/approach: Data were collected through an online survey. One hundred and ninety employees who worked at full-time and non-management positions in the USA quick-service restaurants participated. Partial least squares structural equation modeling was used for the data analysis. Findings: The study identified that restaurant employees’ challenge appraisals toward STARA awareness positively influenced ICP. This relationship is positively mediated by employees’ work engagement. Practical implications: This study makes practical contributions to human resource practices in restaurants. Employees’ challenge appraisals toward STARA awareness transmit the job insecurity stressor to a higher level of ICP. Restaurant managers should provide employees with adequate resources and support for non-management employees’ professional competency growth. Quick-service restaurants can enjoy a competitive advantage in the market by enhancing employees’ CP. Originality/value: This study enriches the literature on the CP model, cognitive appraisal theory and person-environment fit theory. The study investigated employees’ challenge and hindrance appraisals toward emerging STARA awareness and emphasized their distinct characteristics to drive ICP in the quick-service restaurant sector.

Overview

The claims and statistics of this paper haven’t been checked yet.

Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.

A few free checks a day · papers already verified open instantly · results are public

Integrity signals

Registry

Crossref · 10.1108/ijchm-09-2020-1038

Cites

10 of 10 references verified0 citation errors · 0 not checkable

Statistics

Verification

Claims the paper makes

The claims and statistics of this paper haven’t been checked yet.

Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.

A few free checks a day · papers already verified open instantly · results are public

Self-check

Percentages, sums and reported differences re-computed from the paper’s own numbers.

The self-check needs the paper’s full text.

Citations

Cites

Show all 10 references

Cited by

See all 179

Metadata

Authors
Ding, L.
Venue
International Journal of Contemporary Hospitality Management
Publisher
Emerald
Published
2021-07-08
Volume
33
Issue
9
Pages
2950-2969
ISSN
0959-6119 (ISSN-L)
OpenAlex
W3182427878
Cited by
179
References
10
FWCI
15.91
Type
journal article
Language
en
Open access
closed

About these checks

Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.

Statistics and arithmetic are recomputed, not judged.

Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.

What counts as a claim ›How we measure confidence ›How we check this ›

Are you an author, or do you see a problem with this page? Request a review

How to cite

Cite CoChat for the checks on this page, and the paper for its own findings.

This page
CoChat. (2026). Citation check: Employees’ challenge-hindrance appraisals toward STARA awareness and competitive productivity: a micro-level case. https://app.cochat.ai/papers/10.1108/ijchm-09-2020-1038
The paper
Ding, L. (2021). Employees’ challenge-hindrance appraisals toward STARA awareness and competitive productivity: a micro-level case. International Journal of Contemporary Hospitality Management. https://doi.org/10.1108/ijchm-09-2020-1038

Data sources

Bibliographic data: Semantic Scholar, OpenAlex, Crossref.

Contains information from the Semantic Scholar Academic Graph Datasets, made available under the ODC Attribution License (ODC-BY 1.0).

Semantic Scholar’s data is described in: Kinney, R., et al. (2023). The Semantic Scholar Open Data Platform. arXiv:2301.10140.