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Indirect Effect of Psychological Capital by Using Partial Least Square (Pls) Path Analysis

Authors: Nanthini Balu; Maya Rathnasabapathy;

Indirect Effect of Psychological Capital by Using Partial Least Square (Pls) Path Analysis

Abstract

Understanding the relationship between Learned Helplessness (LH) and Psychological Capital (PsyCap) is essential for developing effective interventions for Indigenous adolescents. This study explored the role of PsyCap as a mediator in the link between LH and Psychological Well-Being (PWB). Total of 173 Indigenous adolescents (85 boys and 88 girls) from sixth to eleventh grade at government residential schools. Smart Partial Least Squares (PLS) software used for Path analysis and the results showed that the average variance extracted (AVE) values for LH (0.658), PsyCap (0.733), and PWB (0.681) were exceeded the Fornell-Larcker criterion for discriminant validity. The variance accounted for (VAF) indirect effect was 41.3 %, suggesting partial mediation. PsyCap partially mediated the relationship between LH and PWB (β = -0.239, p < 0.01) with a 95 % confidence interval. These findings highlight the significant contribution in the field of psychology to find out the indirect effects by using Partial Least Square path analysis in illustrated graphical setting. Major Findings•Measurement model of LH and PsyCap on PsyCap indicate strong Cronbach alpha and AVE of convergent validity.•Structural model indicates that collinearity statistics (VIF) of inner model matrix and list shows that required significant values.•Path analysis of LH→ PsyCap→ PWB shows significant Beta value.

Keywords

Partial Least Square (PLS) Path analysis of Indirect effect, Mediation analysis, Science, Q, Psychology

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    These citations are derived from selected sources.
    This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
    3
    popularity
    This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
    Top 10%
    influence
    This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
    Average
    impulse
    This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
    Average
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selected citations
These citations are derived from selected sources.
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
3
Top 10%
Average
Average
Green
gold