Evidence map›Paper›PMID 42321296›Full record

ArticleScientific reports2026

The effect of customer incivility on proactive customer service performance mediated by emotional exhaustion and moderated by proactive personality.

Qi Wang, Shiliang Sun, Zhen Yan, Yue Niu

Abstract read
In one paragraph

Article in Scientific reports, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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1 · What the graph read from it

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2 · The registry

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3 · Its place in the literature

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4 · The record

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5 · Who and what money

Authors and funding

4 authors.

Qi WangOffice of Scientific Research, Qingdao Vocational and Technical College of Hotel Management, Qingdao, China.
Shiliang SunOffice of Scientific Research, Qingdao Vocational and Technical College of Hotel Management, Qingdao, China.
Zhen YanSchool of Hotel Management, Qingdao Vocational and Technical College of Hotel Management, Qingdao, China. yanzhen1115@hotmail.com.ORCID 0000-0002-9558-033X
Yue NiuDepartment of Applied Psychology, University of Nottingham Malaysia Campus, Semenyih, Malaysia.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

The existing body of research offers limited insight into the detrimental effects of incivility phenomena on proactive customer service performance (PCSP) from the customer's perspective. Drawing on the stressor-strain-outcome (SSO) framework and conservation of resources (COR) theory, this paper examines how customer incivility is associated with PCSP, with a particular focus on emotional exhaustion as a mediator and proactive personality as a moderator. Utilizing survey methodology, customer-contact employees in China were sampled with a time lag of three weeks in three waves. SPSS 27.0, the PROCESS macro (Model 59) and AMOS 27.0 were utilized to analyze the data. The results showed that customer incivility had a positive impact on emotional exhaustion and reduced PCSP. Additionally, the indirect effect of customer incivility on PCSP through emotional exhaustion was significant, indicating a significant mediating effect. The results also revealed that proactive personality significantly moderated the association between customer incivility and emotional exhaustion and the moderated mediation index was also significant. These findings indicate that proactive personality serves as a positive psychological resource, enhancing employees' capacity to mitigate the adverse effects of customer incivility (stressor) and emotional exhaustion (strain) while enabling them to consistently engage in proactive service behaviors (outcome), thereby breaking the vicious path of the SSO framework.

Indexed as

Consumer BehaviorEmotional ExhaustionIncivilityPersonalityChinaFemaleHumansMaleStress, PsychologicalSurveys and QuestionnairesCustomer incivilityEmotional exhaustionModerated mediation modelProactive customer service performanceProactive personality

Identifiers

PMID42321296
PMCPMC13554134

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.