A Comprehensive Guide to Necessary Condition Analysis using PLS SEM SmartPLS4

A Comprehensive Guide to Necessary Condition Analysis using PLS SEM SmartPLS4
Discover Necessary Condition Analysis (NCA) with PLS-SEM in SmartPLS4 and unlock deeper insights into your data. Learn how to identify variables essential for achieving desired outcomes, even if they're not sufficient on their own.
This video covers:
What is NCA, and how does it differ from SEM?
When to use NCA in your research
A step-by-step guide to conducting NCA in SmartPLS4
Interpreting NCA results for actionable insights
Tips and best practices for successful NCA
NCA when Condition is not Necessary
NCA with Formative Constructs
Correction: Apologies for the mistake. In one of the slides, loyalty is mentioned as the DV. The DV is OP not Loyalty.
Reference Articles:
Richter, N. F., Hauff, S., Ringle, C. M., Sarstedt, M., Kolev, A. E., & Schubring, S. (2023). How to apply necessary condition analysis in PLS-SEM. In Partial least squares path modeling: Basic concepts, methodological issues and applications (pp. 267-297). Cham: Springer International Publishing.
Richter, N. F., Schubring, S., Hauff, S., Ringle, C. M., & Sarstedt, M. (2020). When predictors of outcomes are necessary: Guidelines for the combined use of PLS-SEM and NCA. Industrial management & data systems, 120(12), 2243-2267.
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[@hanankhalifa2589]

Thank you so much.

[@researchwithfawad]

Thanks for watching

[@dr.indrajitdoddanavar7689]

Thank you Sir, for the information. I really appreciate your efforts.
One query, when understanding the theory behind this concept, can we make this a part of our Scale development study.
Thank you Sir

[@researchwithfawad]

Yes if you have a criterion variable in the study.

[@dr.indrajitdoddanavar7689]

@@researchwithfawad thank you sir

[@methewross7858]

Hi professor, how can I get the Key for spss v29,please guide, regards

[@researchwithfawad]

You can purchase to get the key.

[@methewross7858]

How much is the cost@@researchwithfawad

[@anitalow3628]

At 34:15, EMP (d = 0.069, p=0.003) is assessed as a necessary condition. Even the p value is smaller than 0.05, but its d is much smaller than 0.1. Should we consider EMP is not a necessary condition?

[@researchwithfawad]

That is why p value is required to see if it is significantly necessary. 0.10 is a general guideline.

[@anitalow3628]

@@researchwithfawad so, as long as p value is smaller than 0.05, the tested construct is considered as necessary.

[@researchwithfawad]

It can be referred to as significantly necessary, but read it together with Bottleneck table.