• 제목/요약/키워드: Moderated Moderation Model

검색결과 34건 처리시간 0.023초

해군 병사들의 직무소진과 조직시민행동의 관계: 직무열의와 스마트폰을 통한 사회적 자본의 조절된 매개효과 (The Relationships Among Job Burnout, Organizational Citizenship Behavior, Work Engagement, and Social Capital via Smartphone use in The Navy Soldiers on Duty: A Moderated Mediation Model)

  • 김학래;설정훈;이기학
    • 한국심리학회지 : 문화 및 사회문제
    • /
    • 제26권4호
    • /
    • pp.409-433
    • /
    • 2020
  • 본 연구에서는 직무요구-자원 모형과 자원보존이론을 바탕으로 해군 병사들의 직무소진과 조직시민행동의 관계에서 직무열의와 스마트폰을 통한 사회적 자본의 조절된 매개효과 모형을 검증하였다. 먼저, 직무소진과 조직시민행동의 관계에서 직무열의의 매개효과를 검증하였으며, 직무소진이 직무열의에 영향을 미치는 과정에서 스마트폰을 통한 사회적 자본의 조절효과를 살펴보았다. 최종적으로, 조절효과와 매개효과 모형을 통합하여 직무소진이 직무열의를 통해 조직시민행동에 영향을 미치는 경로에서 스마트폰을 통한 사회적 자본의 조건 값에 따른 간접 효과(조절된 매개효과)를 검증하였다. 본 연구의 모형을 검증하기 위해 해군에서 복무하는 병사 336명을 대상으로 직무소진, 직무열의, 조직시민행동, 스마트폰을 통한 사회적 자본을 측정하는 설문을 실시했으며, 이 중 불성실하게 응답하거나 일부 문항에 응답하지 않은 12명을 제외하고 총 324명의 데이터를 분석에 사용했다. 주요 연구 결과는 다음과 같다. 우선 직무소진과 조직시민 행동의 관계에서 직무열의의 완전 매개효과가 나타났다. 다음으로 직무소진이 직무열의를 매개로 조직시민행동에 이어지는 경로에서 스마트폰을 통한 사회적 자본의 조절된 매개 효과가 검증되었다, 특히 스마트폰을 통한 사회적 자본의 인식 수준 조건값이 높아질수록, 직무소진이 직무열의에 미치는 부적 영향력을 완충했으며, 결과적으로 조직시민행동에 미치는 간접효과의 영향력을 완화한다는 것을 확인할 수 있었다. 이러한 연구 결과를 바탕으로 본 연구의 의의, 시사점과 한계점 및 후속 연구를 위한 제언을 논의하였다.

중국 온라인게임 산업의 게임사용자 재구매 행위 결정요인에 관한 연구: 온라인평가의 조절효과 분석 (An Analysis of determinant on Repurchase Behavior of Game User in Chinese online game industry: moderation effect of online review)

  • 이영덕
    • 한국게임학회 논문지
    • /
    • 제15권6호
    • /
    • pp.41-54
    • /
    • 2015
  • 2001년 중국시장에서의 한국 온라인게임의 큰 성과에도 불구하고, 2006년 이후 중국내 위치는 점점 축소되고 있다. 따라서 본 연구는 소비자의 '인지-감정-행위(의도)' 간 관계에서 재이용행위 결정요인과 온라인평가의 조절 효과에 관한 연구모형을 설정하였다. 설문조사를 통하여 회수된 자료를 사용하여 조절회귀 분석을 활용하여 실증분석을 하였다. 분석결과를 보면 재구매 행위에 대해 인지가치와 충성도가 긍정적 영향을 미쳤으며, 온라인평가는 부분적으로 조절 효과를 가졌다. 또한 학력이 통제변수로서 재구매 행위에 부정적 영향을 미쳤다. 따라서 게임업체는 게임개발 시 인지가치와 신뢰/충성도에 영향을 미치는 가격, 품질관리, 정보관리에 주의하여야 하겠으며, 온라인평가의 정확한 분석 결과 등을 잘 활용해야 하겠다.

고객접점직원의 고객무례경험이 서비스 성과에 미치는 효과: 감정소진과 정서조절역량의 역할을 중심으로 (The Effect of Frontline Employees' Experienced Customer Incivility on Service Performance)

  • 김민성;허원무;김병수
    • 유통과학연구
    • /
    • 제17권8호
    • /
    • pp.107-118
    • /
    • 2019
  • Purpose - The present study examines the effect of service employees' experienced customer incivility through their emotional exhaustion. We identified service employees' emotion regulation ability as a boundary condition (i.e., moderating variable) that decreased the positive relationship between service employees' experienced customer incivility and their emotional exhaustion. Furthermore, we also investigated the negative relationship between service employees' experienced customer incivility and their service performance via emotional exhaustion. Research design, data, and methodology - Drawing on AET (affective event theory) and COR (conservation of resources) theory, we developed three research hypotheses (i.e., mediation, moderation, and moderated mediation). Online panel survey data from 552 frontline employees at several service organizations (e.g., department stores, retail stores, hotels, restaurants, airlines, banking, insurance company, and etc) in South Korea were examined. To assess two types of validity (i.e., convergent and discriminant validity) and reliability of measurement model, we employed the CFA (confirmatory factor analysis) using M-plus 8.2 software. Internal consistency also was tested by Cronbach' α. In addition, we employed the SPSS PROCESS MACRO 2.16, which was recommended by Hayes (2013, 2015), to estimate mediation, moderation, and moderated mediation effects. Results - As predicted, the negative relationship between service employees' experienced customer incivility and their service performance was mediated by emotional exhaustion. Furthermore, service employees' emotion regulation ability also played a significant moderating role of the relationship between service employees' experienced customer incivility and emotional exhaustion, such that this relationship was less pronounced when service employees had a high level of their emotion regulation ability than when thir emotion regulation ability was low. Service employees' emotion regulation ability further moderated this mediation effect of service employees' experienced customer incivility on service performance through emotional exhaustion. These findings have theoretical implications for employees' experienced customer incivility and emotion regulation ability research and provide managerial implications for practitioners. Conclusions - This study empirically elaborated the previous model of service employees' experienced customer incivility and personal resource (e.g., emotion regulation ability) literature by presenting the findings that service employees' experienced customer incivility influences their service performance via emotional exhaustion and that emotion regulation ability effectively reduces this negative effect.

Factors that Affect Depression and Anxiety in Service and Sales Workers Who Interact With Angry Clients

  • Park, Jungsun;Kim, Yangho
    • Safety and Health at Work
    • /
    • 제12권2호
    • /
    • pp.217-224
    • /
    • 2021
  • Introduction: We evaluated depression and anxiety in service and sales workers from Korea who interacted with angry clients to identify factors that mediated and moderated depression and anxiety in these workers. Methods: This was a secondary analysis of data from the fifth Korean Working Conditions Survey conducted in 2017. A structural equation model was used for mediation and moderation analysis. Results: Service and sales workers who had more interactions with angry clients had increased risk for depression and anxiety. Experiencing clients' adverse behaviors (acute episodes) mediated the relationship between interacting with angry clients (a chronic situation) on depression and anxiety. Job satisfaction and managers' support moderated the relationship between interacting with angry clients and mental health problems. Conclusion: We suggest that employers of service and sales workers should recruit staff based on their aptitude for such work, thus ensuring job satisfaction, and train them to deal with angry clients in such a way that they experience less emotional burden. Employers should also make bylaws requiring managers to directly take care of adverse social behavior by clients. Furthermore, a sociocultural campaign to prevent adverse social behavior by clients is also needed.

Linking Personality, Emotional Labor and Employee Well-being: The Role of Job Autonomy

  • Young-Kook Moon;Kang-Hyun Shin;Jong-Hyun Lee
    • 감성과학
    • /
    • 제25권4호
    • /
    • pp.139-156
    • /
    • 2022
  • This study aimed to examine the cause and consequence of emotional labor strategies based on the emotional labor framework. To investigate the boundary condition of the current research model, the study proposed that job autonomy would moderate the effects of emotional labor on employees' well-being. To achieve the purpose of the study, it was first tested whether neuroticism and extroversion of employees predicted the focal outcomes (i.e., burnout and work engagement) via distinct emotional labor strategies. Second, the moderation effects of job autonomy were tested for each emotional labor strategy in predicting the focal outcomes. Third, the conditional indirect effects of job autonomy on the mediation process were examined. The results revealed that surface acting partially mediated the relationship between neuroticism and burnout, whereas deep acting fully mediated the relationship between extraversion and work engagement. Regarding the moderating effects of job autonomy, it significantly moderated the relationship between surface acting and burnout and between deep acting and work engagement. In addition, from the moderated mediation effects, the conditional indirect effects of job autonomy were significant. Finally, theoretical and practical implications are discussed and limitations and future research directions were suggested.

비항공수익이 공항사용료에 미치는 영향: 민간지분의 조절효과를 중심으로 (Effects of Non-aeronautical Revenue on Airport Charges: Moderation of Private Ownership)

  • 신태진;노태우
    • 디지털융복합연구
    • /
    • 제17권9호
    • /
    • pp.39-46
    • /
    • 2019
  • 본 연구는 인천공항의 비항공수익 비중이 과연 지나치게 높은 것인가라는 연구 질문에서 출발하게 되었다. 공항의 전통적 비즈니스 모델에 기반 한 항공수익은 여러 규제로 인해 성장의 한계를 가지고 있지만, 경쟁력 향상을 고민하는 공항운영주체들에 의해 비항공수익 증대에 대한 관심이 커지고 있다. 본 연구에서는 공항의 비항공수익이 공항사용료에 미치는 영향을 다루고 있으며, 공항산업의 핵심이슈 중 하나인 민영화 요인을 연구에 반영하였다. 또한, 인천공항 단일 사례가 아닌 전 세계 178개 공항을 대상으로 실증 분석하였다. 연구결과 국제공항의 비항공수익 비중이 높을수록 공항사용료는 낮아지는 것으로 나타났으며, 민간지분율은 비항공수익 비중과 공항사용료 간의 인과관계를 양(+)의 방향으로 조절하였다. 이는 공항의 민영화 추진이 상업 활동 증대를 통한 공항사용료 감소효과를 상쇄하는 결과를 초래할 수 있는 것으로 해석할 수 있다. 조절효과에 대한 가설검증은 그림으로 이해하기 쉽도록 도표로 제시하였다.

사이즈 추천 서비스의 지속사용의도에 관한 연구 -기대일치모형의 적용과 친숙성의 조절효과를 중심으로- (A Study on the Continuance Intention of Size Recommendation Services -Focusing on the Application of Expectation-Confirmation Model and the Moderating Effect of Familiarity-)

  • 서상우
    • 한국의류학회지
    • /
    • 제48권2호
    • /
    • pp.350-366
    • /
    • 2024
  • This study aimed to clarify the continuance intention of users of size recommendation services. The expectation-confirmation model framed the analysis of the 180 data points collected. The analysis determined the mediating effects of perceived usefulness and satisfaction on the relationship between expectation-confirmation and continuance intention. The moderated mediation effect of familiarity was also analyzed, and a path analysis was conducted using PROCESS macro. Results showed that expectation-confirmation had a significant effect on perceived usefulness, satisfaction, and continuance intention. Findings indicated that perceived usefulness affected satisfaction and continuance intention and confirmed that satisfaction affected continuance intention. In the relationship between expectation-confirmation and continuance intention, mediation analysis verified the mediation and double mediation of perceived usefulness and satisfaction. In the group with an above-average familiarity value, moderation analysis confirmed a moderating effect between perceived usefulness and satisfaction. Above-average familiarity values also confirmed that the moderating effect on continuance intention was significant.

PLS-MGA 방법론을 활용한 제도론적 관점에서의 공공제도 품질과 사용자 행태의 분석 (Analysis of Public System's Quality and User Behavior Using PLS-MGA Methodology : An Institutional Perspective)

  • 이재열;황승준
    • 산업경영시스템학회지
    • /
    • 제40권2호
    • /
    • pp.78-91
    • /
    • 2017
  • In this study, we conducted a comparative study on user's perception and behavior on public system service (PSS) using institutionalism theory and MGA (multi-group analysis) methodology. In particular, this study focuses on how institutional isomorphism is applied to public system services and how MGA can be implemented correctly in a variance based SEM (structural equation model) such as PLS (partial least square). A data set of 496 effective responses was collected from pubic system users and an empirical research was conducted using three segmented models categorized by public proximity theory (public firms = 113, government contractors = 210, private contractors = 173). For rigorous group comparisons, each model was estimated by the same indicators and approaches. PLS-SEM was used in testing research hypotheses, followed by parametric and non-parametric PLS-MGA procedures in testing categorical moderation effects. This study applied novel procedures for testing composite measurement invariance prior to multi-group comparisons. The following main results and implications are drawn : 1) Partial measurement invariance was established. Multi-group analysis can be done by decomposed models although data can not be pooled for one integrated model. 2) Multi-group analysis using various approaches showed that proximity to public sphere moderated some hypothesized paths from quality dimensions to user satisfaction, which means that categorical moderating effects were partially supported. 3) Careful attention should be given to the selection of statistical test methods and the interpretation of the results of multi-group analysis, taking into account the different outcomes of the PLS-MGA test methods and the low statistical power of the moderating effect. It is necessary to use various methods such as comparing the difference in the path coefficient significance and the significance of the path coefficient difference between the groups. 4) Substantial differences in the perceptions and behaviors of PSS users existed according to proximity to public sphere, including the significance of path coefficients, mediation and categorical moderation effects. 5) The paper also provides detailed analysis and implication from a new institutional perspective. This study using a novel and appropriate methodology for performing group comparisons would be useful for researchers interested in comparative studies employing institutionalism theory and PLS-SEM multi-group analysis technique.

쇼핑성향이 패션 O2O 서비스 재이용 의도에 미치는 영향: 충동구매성향 조절효과를 중심으로 (Shopping Orientation Impacting Reuse Intention of O2O Services: Focusing on the Moderation of Impulse Buying Tendency)

  • 한정원;이은정
    • 한국의류산업학회지
    • /
    • 제20권6호
    • /
    • pp.645-655
    • /
    • 2018
  • Online to Offline(O2O), a new model of e-commerce, has been gradually recognized and accepted by consumers. Electronic commerce has become diversified and O2O marketing is the new trend of e-commerce. The rapid popularization of mobile Internet and online shopping makes O2O service gets more attention. Although recently O2O service and O2O marketing get much attention, there is no much preceding research about the antecedents of mobile shopping of O2O market. The purpose of the study is to examine the effect of shopping orientation on intention to reuse O2O services and the moderating effect of impulse buying tendency. A total of 209 surveys were collected online in total for the data of the study. The key findings of this study are as follows: First, convenience seeking shopping orientation has a positive effect on the intention to reuse O2O service and brand seeking shopping orientation has, too. Second, impulse buying tendency positively moderated the relationship between hedonic seeking shopping orientation and intention to reuse O2O service, and negatively moderated sales seeking shopping orientation and intention to reuse O2O service. The results of this study presented some implications for operators at O2O service area. Research findings and study limitations are discussed.

공군 조종사의 소명의식과 외상 후 성장의 관계 - 인지적 정서조절의 매개효과와 변혁적 리더십의 조절효과 - (The Relationship between Calling and Posttraumatic Growth of the Air Force Pilot - Mediating Effect of Cognitive Emotion Regulation and Moderating Effect of Transformational Leadership -)

  • 이아람;손영우;설정훈
    • 한국항공운항학회지
    • /
    • 제29권3호
    • /
    • pp.1-14
    • /
    • 2021
  • This study examined the mediating role of cognitive emotion regulation in the relationship between calling and posttraumatic growth (PTG) and the moderating role of transformational leadership among Air Force pilots. A total of 215 ROK Air Force pilots participated in this study twice with an interval of 4 weeks. The results of this study were as follows. First, calling, transformational leadership, adaptive emotion regulation, and PTG showed statistically significant correlations. Second, a mediating model showed that the relationship between calling and PTG was mediated by adaptive emotion regulation. Third, the moderation effect of transformational leadership in the relationship calling on adaptive emotion regulation was found. Finally, transformational leadership also moderated the mediating effect of calling on PTG through adaptive emotion regulation was identified. Implications, limitations, and future research suggestions were discussed.