Introduction to Reliability and Validity in Psychology
Psychological testing relies heavily on the concepts of reliability and validity to ensure accurate and consistent measurement of constructs like honesty or depression. These concepts are essential for students and professionals alike to grasp thoroughly.
What is Reliability?
Reliability refers to the consistency and replicability of a psychological measure over time, across different items, and among various observers. It ensures that the instrument produces stable and consistent results under similar conditions. For a deeper dive, see Understanding Reliability in Psychological Measurement.
Types of Reliability
- Test-Retest Reliability: Measures consistency of test scores over time. For example, if a personality test scores 98 today and yields similar scores like 97 or 99 on subsequent administrations, it demonstrates high test-retest reliability.
- Internal Consistency: Assesses whether items within a test measure the same construct. For instance, a depression scale with items measuring hopelessness and worthlessness but not unrelated traits like enjoyment reflects good internal consistency.
- Inter-Rater Reliability: Evaluates the agreement between different judges or raters. When multiple experts independently assess behavior similarly, the instrument shows strong inter-rater reliability.
- Split-Half Correlation: Divides a test into two halves and checks if both halves produce similar scores, indicating consistent performance across the test duration.
Understanding Validity
Validity indicates whether the test measures what it is intended to measure, ensuring the instrument's accuracy. To explore validity and related concepts in more detail, refer to Understanding Psychometric Properties: Reliability, Validity, and Beyond.
Types of Validity
- Face Validity: The extent to which a test appears effective in terms of its stated aims, e.g., a depression inventory that visibly includes statements like "I feel hopeless."
- Content Validity: Evaluates whether the test comprehensively covers the construct’s components (cognitive, emotional, physiological, behavioral). A depression scale should assess feelings, vegetative symptoms, and behavioral aspects like social withdrawal.
- Criterion Validity: Assesses how well one measure predicts or correlates with an outcome or differentiates between related constructs.
- Discriminant Validity: Differentiates depression from similar constructs like anxiety.
- Concurrent Validity: Shows correlation with other instruments measuring related constructs simultaneously.
- Predictive Validity: Estimates how well the test can forecast future behavior or outcomes, such as job performance.
Conclusion
Understanding and applying reliability and validity concepts are critical for developing effective psychological tests. These measures ensure that psychological instruments are both consistent and accurate, supporting valid interpretations and decisions based on test results. For comprehensive context on psychological assessments, see our Comprehensive Guide to Psychological Testing and Assessment in Psychology.
Remember: Consistently evaluate both reliability and validity when constructing or using psychological assessments to ensure dependable and meaningful outcomes.
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Okay guys, this is Dosier once again and we are in our third topic psychological testing and test construction one first
semester and we are today going to be talking about what as psychology students we may not be tired of talking
about a topic you've known since first year or several year and as a matter of fact if there is any
court that have the right to talk about it this course is one of And that is a topic we call reliability and validity.
Yes. Yes. It is not a topic you should move away but because it's a a topic you must
expect in e totality in your exam. So quickly we are still requesting for your
questions at the comment box or your responses and your liking and sharing our videos and please subscribe. Please
subscribe. I'm requesting. I don't know if I sh Okay, very important guys. Very
important. Now, what is reliability? What is validity? Please. And the types I will be very fast with that. But
please expect it. Yes, I'm I'm always trying to emphasize that. I'm also very sure that other schools cannot do
without this topic also wherever you are listening from. So reliability is talking about the consistency of a a
measure. Consistency of a measure across time, across item and across judgment. Reliability is talking about the
replicability, the consistency of that instrument across time, across item and me judgments. I've said it. Let
me I repeated it again. Now what are we saying? We're talking about is the instruments replicability, consistent
replicability, reproducibility and repeatability.
Right? When that instrument when your personality a friend has found you to be consistently honest across different
time in the in the season morning, afternoon, night, Monday, Tuesday, Wednesday, uh January, February, March,
December, right? That is across time, right? Across item. across item we are saying you're honest
here in even during exam time you're honest with money you're honest uh with relationship you're honest I'm using for
example right um across judgment this is not an opinion of your friend alone this opinion of other classmates family
members church members or your religious religion your anything members right your anything yeah so
like I point out across time across item and across judgment these three acrosses gives us the three measure plus another
one that is very important for exam that we're going to be talking about the types of reliability across time has to
do with test rate test reliability across item internal reliability across judgment inter liability and the first
one we're going to be talking about right so what is test retest not to take our time when you are tested now and
tested as it was so it is and ever shall be now uh now what end right okay now that is that is God
so that is test retest um test retest reliability refers to the
the consistency of uh a measure to to uh have a consistent result or have a similar and relatively similar result
across time measures across different time measures. When the result measure of an instrument provides a consistent
uh measure across different time measure that is what about test retest in other
words I use this to measure this and it gave me 98 and I use it next tomorrow it gives me 97 I use it next next tomorrow
96 99 this is a reliable via test returns. Right? Then we talk about uh internal consistency.
If my measure want to measure honesty, like I said, we expect that an honest person will be very uh we play
professionally when you talk about money, right? When you talk about relationship, the person will not look
dubious or will not start sounding dubious, right? Across items the person consistently. So for example, your item
that intend to measure depression, we should see worthlessness, hopelessness, not the one that will at a point tell
you I love to have fun. No, not a depressed person. Right? So across the items you know initially in
the first video for this course I discussed um what is an item right but that is by
the way I've talked about that so when we say across item consistency of that measure to still tap into the same thing
they are tapping into the same item now the interator like I said it is used to validate instruments right we check it
across judgement different experts. This is the when different experts submit similar opinion concerning a measure of
an instrument or a measure or an instrument. We say that instrument has a consistent
internal or let's say interator consistency or interator reliability. Now the last one I wanted to point out
which is very important also as important as even more important if you want for exam right [snorts] split half
correlation. So imagine you had 98 in exam right and okay 90 please let me not suffer myself
with mathematics here. So when you have 19 exam and oh internally you have been having good marks and test retest across
exams you have been having good good ones and different lecturers that interrator has also submitted that you
are trying right now what if split half is conducted now split half is when the 100 questions
that you scored 90 is divided into to 5050. Would you score uh 90% in first half and
say 90% in second half? So in that regards you expected at at least in each of the 50s to score up to 40 to 45
right or 42 uh 48 in the other one. This is a split half correlation
checks whether you are the type that your strength will run down before maybe uh should I say asa no asa is not
doing that way. Yeah I'm looking at there are some clubs that want to rush you
yeah doesn't persona will do it till the end I think. Yeah. Yeah. So um so they will rush with all their strength but
before uh second half 30 minutes 20 minutes to go their dragon their strength is off right. This is is the um
split half want to see that in the two halves of the of the uh measure whether your responses is reliable and
consistent. your A status, a student status whether it's consistent across the two halves then we say this is a
reliable measure of your um outcome or achievement or intelligence. So from here we talk about validity. Quick one.
Validity is when the instrument measures what it's supposed to measure. What he purported to measure. That is when we're
talking about validity. And from there we talk about phase validity by face. when I put up a uh a depression essing
no not ing this time beg depression inventory right I'm expected to see I am hopeless I am worthless
all those kind of by face I'm not even trying to go deep but from the just looking at it by face I'm already seeing
it right that is what we expect we we we see in um face validity right content
validity content please always remember the word holistically holistically if I want to for example
the depression I'm talking about you understand that depression has its um psychological symptoms like feeling of
worthlessness feeling of hopelessness um um others right helplessness those
negative self-t talk as provided by the company triad of TBEC right now about the self about the world about the
future right now what of the physiological [snorts] or we call it the vegetative symptoms
sleeplessness u um hypophasia hypopasia hyperomnia hyperomnia
uh um fatigue or energy retardation those retardations. Now have you checked the
behavioral aspects plus lots of le things social withdrawal or suicidal ideations
or societal attempts. So we expected to check both the thinking component the emotional component feeling components
and the behavioral components. If your measure is not capturing all of these areas then we are saying that it's
lacking in content validity. What is not enough for a wise right? Okay. Now
criterion validity. This is when this your instrument when a measure when an instrument is found to
correlate relate associates with any instrument sorry any measure or any variable or any construct or any
criterion or criteria or uh uh construct is supposed to relate with Yes, I think that is very clear that is
criterion validity. We are saying that this is when this instrument is able to relate. When we say correlate, it could
be a negative one, it be a positive one, it could be a zero correlation. Right? So when your depression instrument is
able to show that I am different from anxiety which is another emotional or whatever or bipolar which another
disorder of a effect this depression inventory is different from this one we say that that criterion validity have
what discriminant validity discriminant criterion validity [snorts] then when it's able to
measure Um like we have beg um no depression anxiety uh scale does.
Yes. Here we you will see that this instrument can measure these things concurrently. We call them concurrent
validity. Please I'm using this instrument I'm talking about just as an example. Right? Please don't quote me.
What I'm trying to explain is the types of criterion validity which is the ones you're going to see in exam hall right
you must have to see them I don't know yeah but when we say a criterium validity of an instrument is able to
differentiate from others that is supposed to in the first place differentiate from or be different from
we say discriminating when is able to go alongside with the ones he should go along with we has what
concurrent validity. Then when he's able to tell you you see this person, wait for the person 20 years time is going to
blow. At that point we say the instrument has predictive validity. If you say this
person will do well in this job, you say this person by this instrument measure is good to go as a a human resource
manager or as a pilot or anything. predictive. You able to predict the instrument is able to predict a future
occurrence of a behavior. We say that is predictive validity and that draws the cutting of this topic and this video
reli subscribe to our channel. It is actually not a reliable situation and never could
it be valid that you have refused to subscribe nor comment or even um give us a thumbs up to encourage us in what we
are doing. Please, I'll be grateful to see those things coming from you guys. Thank you. I seen other videos.
Reliability refers to the consistency of a psychological test, meaning it produces stable and consistent results over time, across items, and among different observers. Validity, on the other hand, indicates whether the test actually measures what it is intended to measure, ensuring the test's accuracy and meaningfulness.
You can assess reliability through various methods such as test-retest reliability, which measures consistency over time; internal consistency, which checks if test items measure the same construct; inter-rater reliability, which evaluates agreement between different raters; and split-half correlation, which verifies consistent scores across two halves of the test.
Key types of validity include face validity (whether a test appears effective at measuring the construct), content validity (whether the test comprehensively covers all aspects of the construct), and criterion validity, which encompasses discriminant validity (differentiating between similar constructs), concurrent validity (correlating with related measures at the same time), and predictive validity (predicting future behaviors or outcomes).
Internal consistency ensures the items within a test all measure the same underlying construct, increasing the test's reliability. For example, a depression scale should have items related only to depression symptoms, like hopelessness or worthlessness, rather than unrelated traits, to provide consistent and meaningful results.
Test-retest reliability confirms that a test yields similar results when administered multiple times under similar conditions. This stability is crucial for ensuring that any changes in scores reflect true changes in the construct, not measurement error or inconsistency.
Yes, a test can consistently produce stable results (reliable) but still not measure what it is supposed to measure (invalid). For example, a consistently administered test may assess a characteristic unrelated to the intended psychological construct, so both reliability and validity must be considered together for accurate assessment.
Grasping reliability and validity helps in selecting or designing tests that provide dependable and accurate measurements. This ensures meaningful interpretation of results, supports better decision-making, and enhances the overall quality of psychological assessments used in research or clinical practice.
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