• Title/Summary/Keyword: Moderated regression analysis

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The Effect of Psychological Well-Being on Life Satisfaction for Employees

  • Jung, Myung-Hee
    • The Journal of Industrial Distribution & Business
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    • v.8 no.5
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    • pp.35-42
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    • 2017
  • Purpose - This study investigated small business members' cognition of happiness in accordance with changes of employment environment at the nation's industrialization. The study verified effects of labor workers' psychological wellbeing conditions upon life satisfaction as well as the effects of job burden and family burden of employment instability. Research design, data, and methodology - The subjects were small business workers in Seoul and Metropolitan areas. The author collected 150 copies of effective questionnaires. Regression analysis, hierarchical analysis and 3-stage mediation regression analysis were done. Results - The findings of this research was that psychological wellbeing factors alleviated job burden and family burden to increase satisfaction with life. Employment instability moderated between job burden and satisfaction with life, job burden between environmental control and satisfaction with life, and family burden between goal and satisfaction of life. Members needed sub factors of psychological wellbeing, especially reflection for self-acceptance. Conclusions - This study inspected effects of small business workers' psychological wellbeing upon life satisfaction at changes of management environment as well as labor environment to verify effects of job burden, family burden and employment instability and to find out conditions of human resources management from point of view of small business and workers.

The Polarization of Wealth: The Effect of Support of Knowledge Management on Knowledge Management Activity and Company Performance

  • Yang, Hoe-Chang;Lee, Chun-Ho;Kim, Jung-Ho
    • East Asian Journal of Business Economics (EAJBE)
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    • v.5 no.2
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    • pp.1-11
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    • 2017
  • This study attempts to verify effects of CEO' supports, compensation and educational training and those of individual annual salaries and company's sales on promotion of knowledge management expected to contribute to enhancing construction industry's competitiveness, from the perspective of person-organization fit. For the analysis, a total of 368 effective questionnaires were used to conduct independent sample t-test, regression analysis and hierarchical moderated regression analysis. The findings show that individual annual salaries have a positive relationship with company's performance and company's sales also have positive relationships with both knowledge management activities and company performance, and CEO's supports, compensation and educational training are important factors that can improve knowledge management activities. In addition, the principle that the rich get richer and the poor get poorer is also operated in construction industry, as in other industries. Therefore, members in a company should conduct optimal strategies to enhance the knowledge management activities through selection and concentration, while governmental agencies require the establishment of IT system for it and supports for related cost and consulting of it.

Work-Family Conflict and Counterproductive Behavior of Employees in Workplaces in China: Polynomial Regression and Response Surface Analysis

  • JIANG, Daokui;CHEN, Qian;NING, Lei;LIU, Qian
    • The Journal of Asian Finance, Economics and Business
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    • v.9 no.6
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    • pp.95-104
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    • 2022
  • This study investigates the complex mechanism of work-family conflict affecting counterproductive behavior of employees based on resource conservation theory and 417 valid samples by using polynomial regression and response surface analysis. Counterproductive work behavior refers to any intentional behavior of an individual that has potential harm to the legitimate interests of the organization or its stakeholders. Results show that first, work-to-family conflict (WFC) and family-to-work conflict (FWC) had four matching types. Compared with "high WFC-low FWC," "low WFC-high FWC" and "low WFC-low FWC" matching conditions, the employee self-control resource depletion and counterproductive work behavior (CWB) are at their highest under "high WFC-high FWC" congruence matching condition. Second, the joint effect of WFC and FWC has a U-shaped relationship with counterproductive behavior. Compared with the "high WFC-low FWC" match state, the level of CWB in the "low WFC-high FWC" match state is higher. Third, the depletion of self-control resources played a mediating role in the effect of WFC on counterproductive behavior. Fourth, emotional intelligence moderated the relationship between the congruence of WFC and FWC and self-control resource depletion. Emotional intelligence was higher, and the positive relationship between the congruence of WFC and FWC and self-control resource depletion was weaker.

Measuring the Interaction Effects of Foodservice Qaulity, Value, and Satisfaction on Behavioral Intention of Customers in Tourist Restaurant (관광지 식당 고객의 행동의도에 대한 음식서비스 질, 가치와 만족의 상호작용효과 평가)

  • Ko, Beom-Seok;Kang, Jong-Heon
    • Journal of the Korean Society of Food Culture
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    • v.22 no.2
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    • pp.218-224
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    • 2007
  • The purpose of this study was to measure the effects of value and satisfaction moderating the relationship between foodservice quality and behavioral intention. A total of 273 questionnaires were completed. Moderated regression analysis was used to measure the relationships between variables. Results of the study demonstrated that the analysis result for the data also indicated excellent model fit. The main effects of foodservice quality, value, and satisfaction on behavioral intention were statistically significant. The interaction effect of quality and satisfaction on behavioral intention was not statistically significant. The interaction effect of value and satisfaction on behavioral intention was not statistically significant. As expected, the interaction effect of quality and value on behavioral intention was statistically significant. Moreover, foodservice quality on behavioral intention was statistically significant at all levels of value and satisfaction, except for when value level was low, and satisfaction level was high. The results of this study indicated that restaurant marketers should attach importance to the interaction effect of service quality and customer value to understand the elements of market demand and customer loyalty.

Distribution of Work Ethic factors, Locus of Control on Employee Performance

  • Asriati ASRIATI;Murtiadi AWALUDDIN;Agus SALIM HR;Mutakallim SIJAL
    • Journal of Distribution Science
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    • v.22 no.7
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    • pp.53-61
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    • 2024
  • Purpose: This study aims to analyze distribution of work ethic factors in moderating the influence of Locus of Control on Employee Performance at PDAM (Regional Water Utility) Makassar City. Research design, data and methodology: The sample uses a purposive sampling method with a number sample as many as 35 respondents in PDAM Makassar City. The data collection method used is giving questionnaires to employees in accordance with the research conducted. Data analysis was carried out using multiple linear regression analysis tests and moderated regression analysis with an absolute difference value approach. Results: Locus of control has a positive and significant effect on employee performance and distribution of work ethics are able to moderate the influence of locus of control on employee performance in PDAM Makassar City. Conclusion: when locus of control increases it will be followed by an increase in employee performance, and also equal distribution of work ethic will strengthen the influence of locus of control on employee performance at PDAM Makassar City. Work ethic values that can be implemented include determining work ethic values, clear communication to evaluation and adjustment. The limitation of this research is that it only uses respondents from civil servants and needs further development.

A Study on the Leadership Level and Development of Female Military Leaders in the Army

  • Shim Jin-Sun
    • International Journal of Advanced Culture Technology
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    • v.12 no.2
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    • pp.236-248
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    • 2024
  • This study aims to empirically analyze the effects of leadership level and toxic leadership on leadership performance results among male and female military leaders in the Army, and to verify whether the leader's gender has a moderating effect in this process. Additionally, by comparing and analyzing the leadership level, toxic leadership, and leadership performance results of female military leaders by position, this study seeks to examine the characteristics of female military leadership according to position. The research model was established with leadership level and toxic leadership as independent variables, leadership performance results as the dependent variable, and the leader's gender as a moderating variable. Data were collected through a survey of 216 male and female officers serving in the positions of platoon leader, company commander, and battalion commander in the Army. The collected data were analyzed using descriptive statistics, reliability analysis, correlation analysis, and hierarchical regression analysis. The results showed that leadership level had a significant positive effect on leadership performance results, while toxic leadership had a significant negative effect. The leader's gender moderated the relationship between leadership level and leadership performance results, with female leaders receiving lower evaluations than male leaders at the same level of leadership competency. Gender also moderated the relationship between toxic leadership and leadership performance results, with female leaders exhibiting the same level of toxic leadership receiving lower performance evaluations than male leaders. In the comparative analysis of female military leadership characteristics by position, the leadership level of the platoon leader and company commander groups was not significantly different from that of male soldiers, but the battalion commander group showed slightly lower leadership competency compared to male soldiers. Based on these results, this study suggests ways to improve the leadership level of female military leaders, reduce toxic leadership, and prepare support measures to strengthen the leadership competency of female military officers at the battalion commander level and above from policy, institutional, and educational perspectives.

Foreign Remittances, Banking Sector Development and Private Sector Investment

  • GITHAIGA, Peter Nderitu
    • Asian Journal of Business Environment
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    • v.10 no.1
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    • pp.7-18
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    • 2020
  • Purpose- This study seeks to investigate the impact of foreign remittances on private sector investment and the moderating role of banking sector development in Sub-Saharan African Countries. Research design, data, and methodology-The study has used a sample of 15 Sub-Saharan African countries and data for the years 1986 - 2017. Data was obtained from the World Bank Development Indicator (WDI) Database. Panel data diagnostic tests were conducted to ascertain the suitability of the data for regression analysis. The data was analyzed through descriptive and inferential statistics, while the hypothesis was tested through hierarchical regression analysis. Results- The finding of this study indicates that foreign remittances and banking sector development had a significant and positive effect on private investment in Sub-Saharan Africa. Besides, the banking sector development significantly moderated the foreign remittances and private sector investment relationship. Conclusions- Based on the results, the study concludes that banking sector development has an important influence on foreign remittances and private sector investment nexus. Due to the antagonistic interaction between foreign remittance and banking sector development, the study recommends the use of alternative ways of channeling remittances to private investment such as; issuance of diaspora bonds and appeal for direct investment by citizens living abroad.

The Relationship between Maternal Employment, Maternal Job Characteristics, Spousal Support, and Parenting Stress (어머니의 취업 여부, 취업 관련 특성, 배우자의 지지 및 양육스트레스간의 관계)

  • Kim, Ki-Won;Doh, Hyun-Sim;Kim, Sang-Won;Rhee, Sun-Hee
    • Korean Journal of Child Studies
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    • v.31 no.5
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    • pp.101-113
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    • 2010
  • This study examined the relationship between maternal employment, maternal job characteristics, spousal support and parenting stress, using a sample of 502 mothers (207 employed and 295 nonemployed mothers) who had 1st and 2nd grade children. The participants completed a set of questionnaires. Data were analyzed by means of Pearson's correlation, simple regression analysis, and multiple regression analysis. Our results indicated that maternal employment was not significantly related to parenting stress. It was also found that employed mothers experienced less parenting stress when they perceived greater job satisfaction and higher spousal support. Lastly, spousal support moderated the impact of job satisfaction on employed mothers' parenting stress, indicating that the relationship between job satisfaction and parenting stress was stronger for the high spousal support group than for the low spousal support group.

The Effects of Parent-Child Conflict on Behavior Problems in Early Adolescent Boys and Girls : The Moderating Role of Conflict Resolution (남녀 초기 청소년의 부모-자녀 간 갈등이 문제행동에 미치는 영향과 갈등해결능력의 조절효과)

  • Jang, Hye In;Park, Ju Hee
    • Korean Journal of Child Studies
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    • v.35 no.2
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    • pp.171-189
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    • 2014
  • This study examined the influences of parent-child conflict and conflict resolution on behavior problems experienced in early adolescence by both boys and girls, and investigated whether conflict resolution had any moderating effects upon the relation between parent-child conflict and these behavior problems. The participants of this study were 397 first and second graders (193 boys and 204 girls) from three middle schools located in Seoul and Gyoung-gi province. To measure the research variables, the Korean-Youth Self Report by Oh et al. (2010), the short version of Conflict Behavior Questionnaire (Homes, 2012), and the Thomas Kilman Conflict Mode Instrument (Cha & Cheon, 2011) were used. The data were analyzed by means of descriptive statistics, t-test, multiple regression analysis, and hierarchical regression analysis. The results indicated that both for boys and girls, the level of parent-child conflict increased the levels of both externalizing and internalizing behavior problems whereas conflict resolution had no significant effect on behavior problems. In addition, in the case of boys only, conflict resolution moderated the effect of father-child conflict on internalizing behavior problems.

Moderated Moderating Effect of Gender and Resilience in the Relationship between Family-Friendly Climate and Innovative Behavior (가족친화적 조직분위기와 혁신행동의 관계에서 성별과 회복탄력성의 조절된 조절효과)

  • Park, Jae-Chun;Yoou, June;Seol, Hyun-Do
    • The Journal of the Korea Contents Association
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    • v.21 no.3
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    • pp.258-269
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    • 2021
  • This research examines the effects of family-friendly organizational climate(FFOC) on innovative behavior. In addition, this study analyzed the moderated moderation effect of members' gender and resilience in the relationship between FFOC and innovative behavior. The results of this study, which empirically analyzed 1,026 employees of manufacturing companies in South Korea using SPSS regression analysis and PROCESS macro, are as follows. First, the FFOC showed a positive effect on innovative behavior. Second, gender had a moderating effect on the relationship between FFOC and innovative behavior. Specifically, men showed higher innovative behavior than women at the low FFOC level, but women showed higher innovative behavior than men at the high FFOC level. Finally, this research demonstrated the moderated moderation effect of gender and resilience in the relationship between FFOC and innovative behavior. ① When the FFOC was high, in the employee group with a low level of resilience, women's innovative behavior was higher than that of men. On the other hand, men's innovative behavior remained at a certain level regardless of FFOC. ② Also, in the employee group with a high level of resilience, the innovative behavior of men was higher than women regardless of FFOC. Based on the results of this study, theoretical and practical implications, research limitations, and future research directions were discussed.