Single item construct (formative vs. reflective)

Questions about the implementation and application of the PLS-SEM method, that are not related to the usage of the SmartPLS software.
Post Reply
nilsa75
PLS Junior User
Posts: 3
Joined: Mon Jan 17, 2011 3:11 am
Real name and title:
Location: Palmerston North, New Zealand

Single item construct (formative vs. reflective)

Post by nilsa75 »

Hi,

I'm using a single item construct (dependent variable) in my model. Does it make any difference if I model it as reflective or as formative?

I have an impression that there is only one item mathematically modeling it as reflective or as formative would be equivalent. Is this really the case, or is there a difference?
User avatar
Hengkov
PLS Super-Expert
Posts: 1599
Joined: Sun Apr 24, 2011 10:13 am
Real name and title: Hengky Latan
Location: AMQ, Indonesia
Contact:

Hengky Latan, SE Pattimura University

Post by Hengkov »

Hi Haslinda,
Please see article
Jarvis, C.B., Mackenzie, S.B.,and Podsakoff, P.M. 2003. “A critical review of construct indicators and measurement model misspecification in marketing and consumer research,” Journal of Consumer Research, (30:2), pp. 199–218.
for difference reflective or formative model.

But if you used single item construct (dependent variable) in your model = reflective model

Regards,
Hengky
allenjia
PLS Senior User
Posts: 22
Joined: Sat Mar 26, 2011 6:43 am
Real name and title:

Post by allenjia »

If you use formative, it will be harder for the link between dependent and independent variable to be significant, because the single indicator will account for a big part of the variance of dependent variable. Thus, reflective
Do the formative by using PLS!!
User avatar
Diogenes
PLS Super-Expert
Posts: 899
Joined: Sat Oct 15, 2005 5:13 pm
Real name and title:
Location: São Paulo - BRAZIL
Contact:

Post by Diogenes »

Hi,

PLS-PM is “partial” in the sense that the measurement model is computed in one step and the structural model in another step of the iteration procedure.

Then, with just one indicator, it doesn’t matter if it is formative or reflective:
Formative --> measurement model computed as a simple regression
Reflective --> measurement model computed as a correlation
And the correlation = standardized regression coefficient = 1.0 --> LV = indicator

Best regards,

Bido
Post Reply