Full transcript
Introduction
0:00in this video we're going to unpack the
0:01two related concepts of research
0:04constructs and research variables so
0:06that you can understand what they are
0:08how they're different and how to use
0:10them correctly in your research project
0:13let's do it
0:15so first let's start with a big picture
0:18view and then we can zoom into the finer
What are research constructs and variables?
0:21details research constructs and
0:23variables both relate to the things of
0:26interest that you're going to explore
0:28within your study for example let's say
0:30you're interested in job satisfaction
0:32and more specifically you're interested
0:34in what factors impact an employee's job
0:37satisfaction in this case both job
0:40satisfaction and all of those things
0:42those factors that might impact job
0:45satisfaction would be considered either
0:47constructs or variables so as you can
0:50see constructs and variables are pretty
0:52Central to any research project because
0:54they link directly to the things that
0:56you're interested in investigating but
0:58it's important to say that these two
1:00things are different and we're going to
1:03unpack how they're different in this
1:04video before digging deeper though it's
Methodology bootcamp
1:06worth mentioning that this video is
1:08based on an extract from our popular
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1:12bootcamp if you're new to formal
1:14academic research and research
1:16methodology specifically you'll
1:18definitely want to check that out and to
1:21say thanks for watching this video we've
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1:26for you you can find the link to that in
1:28the description so let's start with
Research constructs 101
1:30research constructs simply put a
1:33research construct is an abstraction
1:35that researchers use to represent a
1:38phenomenon that's not directly
Examples of research constructs
1:40measurable for example intelligence
1:43motivation or agreeableness would all be
1:46constructs because they're not directly
1:48observable and measurable since
1:50constructs aren't directly measurable
1:53they have to be inferred from other
1:55indicators that are measurable or which
1:58can be directly observed for example the
2:01construct of intelligence can be
2:03inferred based on a combination of more
2:06quantifiable factors like IQ scores and
2:09language proficiency levels both of
2:11which can be directly observed and
2:13measured as a researcher it's really
2:15important for you to clearly Define your
2:18constructs and to make sure that they
2:21can be operationalized in other words
2:23you'll need to think about how you can
2:25develop ways to measure these abstract
2:27Concepts or constructs using relevant
Construct validity
2:30indicators or proxies that accurately
2:33reflect the underlying phenomenon that
2:35you're interested in in technical terms
2:37this is called construct validity if you
2:40want to learn more about that we've got
2:42a dedicated video covering construct
2:44validity and again you can find the link
2:46to that in the description now that
Research variables 101
2:48we've looked at constructs let's move on
2:50to variables now it's worth mentioning
2:53that within research the terms construct
2:56and variable are often used quite
2:59Loosely and sometimes even
3:00interchangeably but as I mentioned
3:02they're not the same thing a variable
3:05refers to a phenomenon that is directly
3:08measurable and that can take on
Examples of research variables
3:10different values or levels for example
3:13things like someone's age or heart or
3:16weight and even their blood pressure
3:18would all be considered variables as
3:20these things can be directly observed
3:22and Quantified using some sort of
Difference between constructs and variables
3:25measurement instrument typically
3:26constructs are more abstract than
3:29variables since they represent broader
3:31ideas and Concepts while variables are
3:34really specific measures within those
3:36Concepts in other words as a researcher
3:39you'll typically need to use a
3:41combination of variables if your aim is
3:43to measure a construct thinking back to
3:46the example that we looked at earlier
3:48intelligence would be a construct while
3:51IQ score and language proficiency levels
3:54would be two potential variables that
3:56you could use to measure that construct
3:58of intelligence now now it's important
Measurement is not the only aim
4:01to mention that it's not always the case
4:03that a researcher wants to measure a
4:06construct oftentimes research projects
4:09have other aims for example to explore
4:12how people experience something or the
4:15emotions that they attach to a certain
4:17phenomena or to a certain construct so
4:19long story short while there is this
4:21relationship between variables and
4:24constructs in other words you can use a
4:26combination of variables to measure a
4:28construct it's not always the case that
Qualitative and quantitative research
4:31you need both of these quite commonly
4:33constructs will be the focus within
4:36qualitative research while variables
4:38will be front and center within
4:40quantitative research but that's not to
4:43say that quantitative studies never
4:45explore constructs it's just that they
4:47use a combination of variables to do
Different types of variables (dependent, independent, moderating, mediating, etc.)
4:49that it's also worth mentioning that
4:51there are multiple different types of
4:53variables so you may have heard of
4:55things like dependent variables and
4:57independent variables moderators and
5:00mediating variables and so on if you are
5:03Keen to learn more about variables we've
5:05got a dedicated video that unpacks all
5:07of that terminology and again you can
5:09find the link in the description now
Practical example: motivation
5:11that we've unpacked what both constructs
5:13and variables are and how they differ
5:15let's look at a few practical examples
5:18to solidify your understanding a great
5:21example of a research construct is
5:23motivation it's something that we can
5:26all relate to whether that's high
5:27motivation or low motivation but it's
5:30also something that we can probably all
5:32agree is pretty difficult to quantify
5:34and to measure if you wanted to quantify
5:37motivation levels in a study you could
5:40consider using self-reported motivation
5:42scales for example the situational
5:45motivation scale or the sports
5:46motivation skill these are basic survey
5:49tools where people respond to a set of
5:52statements relating to their motivation
5:54levels another way that you could
5:56potentially measure motivation is by
5:59observing participants actual behavior
6:01and assessing their level of motivation
6:04based on their level of persistence when
6:07they pursue a specific goal for example
6:09how much time do they spend or how many
6:12attempts do they make to achieve a
6:14certain goal this would be another way
6:16in which you could quantify motivation
6:17another good example of a research
6:20construct is social capital in other
6:22words the equality and quantity of
6:25resources and connections that an
6:27individual has within a social network
6:29to measure this construct you could look
6:32at variables such as the person's
6:34Network size in other words how many
6:36people do they know you could also look
6:38at the diversity of that Network however
6:41you might Define that for example age or
6:43gender or income level and so on and so
6:46these factors would give you
6:47quantifiable variables which together
6:50you could use to assess the research
6:52construct of Social Capital so to
6:55summarize as you can see in both of
6:57these examples the research Constructor
6:59a research construct is more abstract
7:02and it's less directly observable
7:04whereas the research variables are
7:07directly observable and most importantly
7:09measurable so while these two things
7:12research constructs and research
7:13variables are similar in that they're
7:16both interested in your things of
7:18interest within your research study
7:21they're not the same thing and so don't
7:23make that mistake when you're writing up
7:25your research methodology all right so
Key takeaways and recap
7:28hopefully you now have a clearer
7:30understanding of the two related
7:32concepts of constructs and variables if
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8:17you know
8:22thank you