hierarchical regression analysis
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2021 ◽  
Vol 13 (22) ◽  
pp. 12573
Author(s):  
Chung-Fah Huang ◽  
Yu-Long Tsai ◽  
Wen-Hua Lu

Wastewater treatment plants (WWTPs) are an indispensable part of the infrastructure of modern cities. However, because of the existence of many confined working spaces in them, they also pose significant risks of occupational hazards for workers. Therefore, this study was conducted on WWTP workers in Kaohsiung, Taiwan to explore the connections among the perceived control, safety attitude, and safety performance of WWTP workers. In total, 123 valid questionnaires were returned for descriptive statistical analysis, variance analysis, correlation analysis, and hierarchical regression analysis. According to the analysis results, the WWTP workers in this study indicated a mid to high level of perceived control, and they generally believed they were also responsible for industrial safety management. The variance analysis results showed that workers of a different gender, age, service unit, and seniority had significantly different safety attitudes. The hierarchical regression analysis results indicated that the perceived control of the WWTP workers had a significant influence on their safety performance through their safety attitude, which served as a mediator between perceived control and safety performance. It is hoped that these findings can provide references for WWTP managers and workers in their daily communication, operation, and safety management system introduction to ensure better safety.


2021 ◽  
Vol 21 (1) ◽  
Author(s):  
Jingui Huang ◽  
Jing Huang ◽  
Yan Li ◽  
Bizhen Liao

Abstract Background Fear of childbirth (FOC) occurs before, during and after pregnancy and is harmful to both the pregnant woman and the fetus. Identifying the prevalence and predictors of FOC can help us generate strategies for alleviating women’s FOC. Methods A cross-sectional study was conducted among a convenience sample of 646 pregnant women receiving antenatal care at a subordinate hospital of a university in China. Data were collected using a basic information form, the Childbirth Attitude Questionnaire, the Childbirth Self-Efficacy Inventory, and the 10-item Connor-Davidson Resilience Scale. The minimum and maximum total scores of the Childbirth Attitude Questionnaire are 16 and 64, respectively, with higher scores reflecting a greater degree of FOC. We conducted hierarchical regression analysis to explore the predictors of FOC and used a structural equation model to further examine the direct and indirect associations between FOC, resilience and childbirth self-efficacy. Results The total prevalence of FOC was 67.1%. The percentages of women with mild (score of 28–39), moderate (40–51), and severe FOC (52–64) were 45.4, 19.5, and 2.2%, respectively. The average score on the Childbirth Attitude Questionnaire was 32.49, indicating mild FOC. The final regression analysis revealed six variables predicting FOC that explained 64.5% of the variance in FOC: age, gestational age, parity, spousal support, resilience, and childbirth self-efficacy. Furthermore, childbirth self-efficacy mediated the relationship between resilience and FOC, and the mediation effect rate was 53.5%. Conclusions A high prevalence of FOC among pregnant Chinese women was found in this study. Age, gestational age, parity, spousal support, resilience, and childbirth self-efficacy were predictors of FOC. It is suggested that healthcare professionals should pay close attention to FOC and implement targeted interventions in accordance with these predictors, especially resilience and childbirth self-efficacy.


2021 ◽  
Vol 35 (3) ◽  
pp. 144-157
Author(s):  
Bradley McDaniels ◽  
Malachy Bishop

ObjectiveThe purpose of this study was to explore how the functional impact of Parkinson's disease affects participation and to evaluate whether positive psychological capital (PsyCap) mediates the relationship within the context of the World Health Organization International Classification of Functioning, Disability, and Health Model.MethodSurvey responses were analyzed from 144 adults with Parkinson's disease using a quantitative, correlational research design employing multiple regression and hierarchical regression analysis to examine hypothesized relationships.ResultsThe results of the correlation analysis indicated that there was a statistically significant, moderate-to-strong positive correlation between functioning and PsyCap and participation. Hierarchical regression analysis revealed that functioning accounted for 65% of the variance in participation. Although PsyCap was associated with participation, no mediating effect was observed.ConclusionsThe results are consistent with traditional clinical judgment that physical functioning is positively correlated with participation. This study represents the first evaluation of the role of PsyCap in people with Parkinson's disease, and the results of the correlational analysis suggest that continued investigation of these relationships is warranted.BackgroundParkinson's disease results in a variety of motor and non-motor features that frequently result in reduced participation in valued life activities.


2021 ◽  
Vol 28 (3) ◽  
pp. 331-342
Author(s):  
Young-Ju Jeong ◽  
Hee Sun Kim

Purpose: This study explored the level of Rehabilitation Adherence (RA) in patients with stroke receiving rehabilitation treatment and identified the impact of health literacy and illness perception on RA.Methods: A total of 163 patients with stroke were recruited during hospitalization for rehabilitation treatment in a descriptive cross-sectional study. Data were collected from August 25, 2018 to October 30, 2018 using self-report structured questionnaires and analyzed using descriptive statistics and hierarchical regression analysis with SPSS/WIN 26.0 program.Results: The mean score for RA in participants was 3.02±0.49 (range 1~4). Men (t=2.12, p=.035), family caregiver (F=6.59, p=.002), hemorrhagic stroke (t=-2.78, p=.006), shorter period in disease diagnosis (≤12 month) (F=7.49, p=.001) and need of someone’s help for activities of daily living (F=5.20, p=.006) were associated with higher RA. Hierarchical regression analysis showed that health literacy and emotional illness perception explained RA by additional 26%p and 3%p, respectively. Higher health literacy, higher perception about concern and emotional response about disease were effective factors of higher RA in stroke patients. Health literacy was the strongest variable to explain RA among patients with stroke.Conclusion: The study provides insight into how health literacy and emotional illness perception promote RA in stroke patients. It suggests that health literacy and illness perception need to be considered in developing a nursing intervention to increase RA for patients with stroke receiving rehabilitation treatment.


2021 ◽  
Vol 12 ◽  
Author(s):  
Talat Qadeer ◽  
Muhammad Kashif Javed ◽  
Aqsa Manzoor ◽  
Min Wu ◽  
Syed Imran Zaman

Prior studies on the experiences of international students in China have mostly focused on their academic, sociocultural, and accommodation experiences. Hence, student health and safety, discrimination, and the services by the International Student Office (ISO) have remained unexplored. Moreover, due to the motivational differences between the students from developing and developed regions, a study that samples students from both regions may depict an exact picture of the experience of international students. Therefore, the objective of this study is to examine the influence of the dimensions (including those dimensions that have been ignored) of the experience of international students on their satisfaction. In addition, we make recommendations regarding Chinese institutes for future students based on a comparison between the students from developing and developed regions. Using hierarchical regression analysis, this study reveals that educational and non-educational experiences vary among students from different regions. Therefore, based on developing (e.g., Asia and Africa) and developed (e.g., America, Europe, and Australia) regions, important recommendations are discussed regarding how educational institutions and the Chinese government could best allocate resources and introduce policies to improve the experience of international students.


Society ◽  
2021 ◽  
Vol 9 (1) ◽  
pp. 228-240
Author(s):  
Irfandi Buamonabot ◽  
Muhammad Asril Arilaha ◽  
Johan Fahri

This study aimed to examine the satisfaction of information availability in mediating the relationship between attributes of and satisfaction in choosing higher education institutions for Universitas Khairun and IAIN Ternate. A total of 252 students from both institutions were involved in this survey, with an effective rate of return of 70%. A hierarchical regression analysis was run by using IBM SPSS version 24. The results showed that for Universitas Khairun, information satisfaction fully mediates the relationship between attributes and satisfaction in choosing a university. In contrast, for IAIN Ternate, information satisfaction is only an independent variable. The implications and suggestions for further research are also discussed in this study.


2021 ◽  
Vol 9 (2) ◽  
pp. 39-45
Author(s):  
Sun-Mi Kim ◽  
◽  
Jin-Sil Hong ◽  
Young-So Lee ◽  
◽  
...  

Objectives: The purpose of this study is the relationship between the humanistic knowledge, emotional intelligence and compassion competence. Methods: This study examines factors influencing empathy competence in clinical dental hygienists through hierarchical regression analysis. Results: As a result of hierarchical regression analysis, in Model 1, job satisfaction and the presence or absence of educational experience in patient empathy were found to have significant influences. In Model 2, it was found that job satisfaction, patient empathy ability education experience, and emotional intelligence had an effect. Conclusions: These results can be seen as the competence necessary to provide high-quality dental hygiene services in the relationship between the subject and the dental hygienist


2021 ◽  
Vol 4 (1) ◽  
pp. 42-48
Author(s):  
Nikodemus Hans Setiadi Wijaya ◽  
Diaz Haryokusumo ◽  
Muhammad Dian Akbar

This study examines the relations among employee involvement, job satisfaction, and in-role performance. Job satisfaction is posited as a mediator. A total of 102 respondents filled out a self-administrated survey. The hierarchical regression analysis was performed to test the direct influence hypotheses. To carry out the mediation test, the procedures proposed by Baron and Kenny and the Sobel Test to strengthen were both used. It was found that the influence of employee involvement variables was positive on job satisfaction and in-role performance. Results also showed a positive of job satisfaction on in-role performance. Job satisfaction partially mediated the relationship between employee involvement and in-role performance.  Implications of the findings, implications, and limitations are discussed.


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