| |
:: About PLSI ::
Inside This Section





 |
 | Introduction: |
The Paragon Learning
Style Inventory is a 52-item learning style inventory that can be self-scored
and obtains a measure of the 4 Jungian psychological/learning dimensions. It is
written for ages 8 and older. It was last revised in 2003 and is being used
around the world by schools, businesses and individuals. For more about test
interpretation and theory go
to the interpretation page.
 | Test Construction: |
The 48-item version on
this site was revised in 1992. In 2003 another revision took place. Less
effective items were removed and more sound items were added so that latest
version has 52 items in total. Two advantages of 52 items are that it reduces
the number of ties and raises the reliability slightly. The item functioning in
the latest version has also been improved to produce higher reliability, and
factorial properties. While reliability is the primary concern of many
instruments of this type, as much attention was given to construct validity when
developing the PLSI. The factors or dimensions are not only very independent
they reflect the proportions within the population. For example, the PLSI will
obtain about 50-50 thinkers and feelers, and judgers and perceivers. This is not
true of other instruments of this type.
 | Reliability and Validity: |
Shortly we will provide
information related to reliability and validity of the Paragon Learning Style
Inventory (PLSI) on the website. Currently we are planning another round of
testing, and will be able to report revised reliability figures at that point.
But let us informally address some of the concerns regarding the psychometric
soundness of the PLSI.
-
Any self-report inventory is limited. That includes those like the MMPI that
are developed by factorial constructs rather than beginning with theoretical
constructs. The test-retest ability and the false positives of any inventory
attempting to make inferences regarding behavior or personality using a
self-report mechanism can never be perfect. The factors do not ever explain
all of the variance, and the subject will never be able to know him or herself
perfectly. So like the MBTI the PLSI gets at “true type” pretty well, but it
is not perfect.
-
Data from the Myers-Briggs suggests that 9 months later the retest stability
of the MBTI is about 60-70% (and about .90 for any single dimension, page 163;
Manual for Use). The PLSI has shown about the same level of stability.
However, if a person has a strong preference in any dimension the test-retest
reliability goes up to almost 1.00. An added benefit of the administration
procedure for the PLSI is that the participant can see their score immediately
and determine how close they are to the middle or either polar point. If the
score is close, the facilitator can help him/her understand that 2 things are
important to do. First, they need to look at additional material in the
packet, especially the pair-wise dimension lists to see if they can get
further clarification to their preference (the MBTI is not designed to do
this). Second, they can see that their preference is not that far to either
side and will be able to interpret their score and behavior with that in
mind.
-
Therefore, for a student or adult to be able to use the PLSi data to
understand him or herself, it is important that they understand the dimensions
enough to self-diagnose. This understanding will mitigate much of the problems
arising from offering incorrect advice, or the participant making faulty
assumptions.
-
Our most current analysis of the PLSI shows that the split half reliability of
each of the dimensions is between .90 and .94. We plan to do further analysis
in the coming year. Moreover, we use a series of analysis to determine the
quality of an items functioning.
- We
have revised items periodically in the past 10 years to improve their
performance. A good item has a high factor load (in a factor analysis) on the
appropriate factor line. All of our items function above +.40 and most in the
+.60 and +.70 range. In addition, all items are written to ensure that they
obtain a correct proportion of response of each type. Items that do not
perform within 15% of the mean are fixed or thrown out. For Example, you will
see some changes between the new 52-item version and the 48-item version
online. There were 3 items that were outside the acceptable range.
-
The primary analysis is done by item. If an item functions, the scale will
function, and if the scale functions then the inventory does what it is
intended to do. In essence, the PLSi (or MBTI or Keirsey) is 4 separate
inventories. The scales are almost entirely independent (only the N/S and J/P
scales have the slightest correlation).
-
One psychometric indication of theoretical validity is the evidence of a
bi-modal distribution for the PLSI. This result shows up in each analysis. A
random characteristic that exists naturally in the population (i.e.,
friendliness) exhibits a normal (bell) distribution, with the highest
frequency being exhibited at the mean. If you examine the distribution PLSI
scores, you will notice that the distribution is very flat (i.e., those with a
10-3 score will be about as common as those reporting a 7-6 score). And if the
student were able to study the dimension a bit more and gain a greater degree
of self-awareness, the 9-4 score would become more common than the 7-6 score.
The null hypothesis would be that with 13 items, 3-4 students in 10 would
score about in the middle on any scale. But as you will see, the reality is
that only about 1 in 20 will not be able to break their tie on any scale
(those student can be referred to as X’s, and use interpretive material for
both sides of that dimension).
-
Many thousands of schools businesses and other institutions use the results of
the MBTI, PLSI or KBTS (and there are others) to gain a greater insight to
areas that otherwise would remain hidden. And it should be no surprise that
there are many who decide to stop using cognitive typing inventories because
they have bad experiences with them. Most of these negative experiences come
from zealous facilitators who over-apply the results and/or begin to allow a
valuative aspect to grow in the conversation and use - that is, there becomes
an implicit better set of types, or type prejudice. The CCP/MBTI group screens
their users for qualification, in part, for this reason. But, those of us at
the PLSI caution that there is no substitute for awareness, sense and
perceptiveness by facilitators.
- No
organization should go into the venture of using a typing tool without
understanding the risks and making an informed decision that the use of
something like the PLSI has more advantages than disadvantages.
 | Data with Various Populations: |
One
mini-study was conducted in 1991 comparing learning styles patterns among
urban at-risk, band elective, and random suburban student samples. It may be
useful for understanding how the PLSI functions, some of the factorial
properties and more about the way learning dimensions appear in various
populations. |