How to Deal with the Results of PLS-SEM?

Aburumman, Omar Jaber; Omar, Khatijah; Shbail, Mohannad Obeid Al; Aldoghan, Mohammed

doi:10.1007/978-3-031-08954-1_101

Cited by 35 publications

(28 citation statements)

References 15 publications

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“…T A B L E 6 Reliability and validity analysis. large and this study achieved value of 0.478 (large) for attitude (Aburumman et al, 2022).…”

Section: Bootstrappingmentioning

confidence: 48%

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Predicting consumer purchase intention on electric cars in India: Mediating role of attitude

Mukesh,

Narwal

2023

Bus Strat Dev

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To reduce emission of greenhouse gases, electric vehicle is a good option. During recent time in India, there is emergence of electric vehicle start‐ups. This paper predicts purchase intention of the consumer on electric cars with mediation role of attitude. A questionnaire was framed to collect the data from all ages with 173 valid samples. SmartPLS 4 and SPSS were used to test hypotheses and research model. The secondary data helped in understanding the concept of electric vehicles and consumer preferences for them. The findings showed that price perception, government support and environmental concern significantly influence consumer attitude on electric cars except relative product advantage and range anxiety. Result shows mediating role of attitude between independent variables (Price perception and environmental concern) and purchase intention. Study highlights the role of relative product advantage, range anxiety, government support, environmental concern, and price perception in electric vehicle (car) adoption but it has limitations that the study were conducted in Haryana state (India). The opinions and perceptions of the respondents may also limit the study. In practical, the market of EVs is continuously growing in India. The present study encourages the different stakeholders to go with plan that actually work. At present, driving electric cars in India is luxury for people due to its high prices. There were very less discussion on consumer perception toward EVs in previous literatures.

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“…T A B L E 6 Reliability and validity analysis. large and this study achieved value of 0.478 (large) for attitude (Aburumman et al, 2022).…”

Section: Bootstrappingmentioning

confidence: 48%

“…In Q 2 , value above zero is meaningful and we got 0.264 (attitude) and 0.25 (purchase intention) values in our empirical study. In f 2 , values 0.02, 0.15, and 0.35 are considered small, medium and large and this study achieved value of 0.478 (large) for attitude (Aburumman et al, 2022).…”

Section: R2 Q2 and F2mentioning

confidence: 79%

Predicting consumer purchase intention on electric cars in India: Mediating role of attitude

Mukesh,

Narwal

2023

Bus Strat Dev

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“…Thus, these findings align with Hair et al (2019), who claimed that acceptable Cronbach's alpha and composite reliabil-ity values should fall between 0.70 and 0.95. Next, Table 3 shows that the average variance extracted (AVE) for all constructs obtained values greater than the indicated threshold values of 0.50 and above (Aburumman et al, 2023a).…”

Section: Resultsmentioning

confidence: 97%

“…The measurement model evaluated internal consistency reliability, convergent validity, and discriminant validity. According to Table 3, all items were valid because their loadings ranged from 0.729 to 0.932, following the recommendations of Aburumman et al (2023a). Additionally, Cronbach's alpha values for all components were between 0.823 and 0.926, and values for composite reliability were between 0.884 and 0.944.…”

Section: Resultsmentioning

confidence: 99%

The impact of HRM practices and employee behavior on career success

Saram¹,

Aburumman²,

Hasan³

2023

Problems and Perspectives in Management

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Objective and subjective criteria are essential measures of organizational success. However, prior studies ignored these criteria when assessing employees’ career success. This study aims to examine the impact of HRM practices and employee behavior on career success for employees in the Greater Amman Municipality. This study adopted a survey for data collection, as 375 questionnaires were distributed to employees working at Greater Amman Municipality in Jordan. Four weeks were given to respondents to complete the survey. After the allotted time had passed, 246 questionnaires had been gathered, with a response rate of 65.6%. Of these, 246 questionnaires were deemed suitable for further analysis. Convenience sampling has been used as a key technique for collecting data. For data analysis, SPSS (version 25) and SmartPLS (version 3.3.9) statistical software were used. The findings indicated that objective and subjective criteria significantly affect career success. The results also showed that HRM practices and employee behavior significantly and positively influenced career success. Furthermore, employee behavior mediated the relationship between HRM practices and career success. Since each facet reflects a significant and distinctive component of career success, academics and researchers should focus on both the objective and subjective dimensions of career success.

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“…To determine discriminant validity using Fornell-Larcker analysis, the square root of the AVE of each construct must be larger than its correlation with any other construct in the framework (Amora, 2021;Rabbi et al, 2021). Cronbach Alpha and Composite Dependability values, which typically range between 0.70 and 0.95 and are considered acceptable, can be used to assess the construct's reliability (Aburumman et al, 2023). At the evaluation stage of the structural model, the R 2 value is the indicator that should be analyzed.…”

Section: Data Analysis Methodsmentioning

confidence: 99%

Perceived Greenwash and Green Trust of Danone-Aqua as B Corporation Certified Company in Indonesia

Kristia

2023

JMUBH

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Amidst customers' growing awareness regarding their consumption's influence on environmental sustainability in consumption processes, many businesses must take necessary actions to maintain consumer trust that they embrace the same environmentally responsible values as customers. Greenwashing, which involves making misleading statements about a company's pro-environmental stance or failing to meet a commitment to lessen negative environmental impacts, has significantly eroded consumer trust. This study investigated the influence of perceived greenwashing on environmental trust and the mediating effect of perceived green risk and perceived green value. This study's sample consisted of 200 respondents selected using a method of purposive sampling based on the criterion of Generation Z members with knowledge of greenwashing methods and the B Corporation accreditation awarded to Danone-Aqua Indonesia. The data processing approach employs the SEM-PLS technique with the SmartPLS 3.0 application. The study results indicate that perceived greenwash has no significant effect on green trust, but the effect becomes significant when perceived green risk and value are present as mediating variables. Therefore, in order to maintain consumer trust in the company's performance in preserving the environment, Danone-AQUA is encouraged to make continuous efforts to increase customer perceived value and minimize the perceived risks that consumers experienced, including maintaining the B Corporation Accredition value excellent, amidst circulating greenwashing concerns.

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How to Deal with the Results of PLS-SEM?

Cited by 35 publications

References 15 publications

Predicting consumer purchase intention on electric cars in India: Mediating role of attitude

Predicting consumer purchase intention on electric cars in India: Mediating role of attitude

The impact of HRM practices and employee behavior on career success

Perceived Greenwash and Green Trust of Danone-Aqua as B Corporation Certified Company in Indonesia

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