I have been thinking about writing a thread on how to link theory with research, which probably fits with the question that was asked by @PhDForum earlier today - how do we choose a theoretical framework.

I'm going to try to formulate this discussion as clearly as possible.
This discussion about how to link theory with research (and with the method) is one I have had with @salazar_elena and @gcaleman for a while now. How do we link all the theories we read into what we see in the empirical work?

I believe that there are three elements at play.
1) There are various types and levels of theory (grand theory, meso-level theory, micro-level theory), etc.

2) We (scholars, students, practitioners) need to read very broadly to be able to discern across theories.

3) We need to learn how to establish THEORETICAL EXPECTATIONS
One example I really enjoy and use frequently when teaching about theory and empirics is this paper by @ProfTortuga on forbearance:

cambridge.org/core/journals/…

In this paper, Holland develops a new theoretical approach based on her empirical research across countries/cities.
Note how in her abstract, Holland quickly summarizes theoretical expectations AND her contribution. There are at least 2 theoretical approaches that help explain the gap between what's encoded as law & what's actually occurring on the ground: resource constraints and bureaucracy
Holland establishes two theoretical expectations:

1) if there is poor state capacity to monitor and enforce, we may expect that there will be limited enforcement activity.

(she cites Levitsky and @VickyMurilloNYC on this)

2) if there's inadequate bureaucratic control...
... there's a higher likelihood that there will be limited enforcement activity.

These are two observations that Holland makes from absorbing, summarizing, integrating and presenting the various theories surrounding poor regulatory enforcement.

She then introduces her own...
Holland makes it clear how her framework borrows from other theories (including price theory) and in doing so, these borrowed theoretical concepts help her explain how states choose not to enforce regulation.

This is an excellent example of how to apply theory to explain things
Theories help establish an expectation of how the world should work. We need theory to establish exactly what we expect to see

Empirical research then tests those theories and asserts whether the theories being used actually do help explain the phenomenon we are observing.
So, if we reverse-engineer Holland's paper, we can see the empirical phenomenon she is looking to understand (limited, constrained regulatory non-compliance).

She then establishes the various theories that could potentially help her explain this non-compliance/non-enforcement.
We choose the theory depending on the empirical phenomenon we are examining and the research question we are trying to understand, and our prior experience (and reading/understanding) of how the phenomenon will operate.
Thus selecting a theoretical framework does not happen "a priori".

I never decided that "oh I am going to study the governance of river basin councils using the Ostroms' frameworks".

I looked at the phenomenon, and reviewed the literature to see how others have looked at it.
For example, in my work on water conflicts, I look at the different theories on which factors could combine to make a water dispute happen.

There are theories that indicate that under resource scarcity conditions, actors will want to hoard resources and thus engage in conflict.
Theories help the researcher set theoretical expectations tha can then be tested on the ground.

For example, in this paper, Snow et al investigate the factors that drive protests by individuals experiencing homelessness academic.oup.com/sf/article-abs…
Snow et al find empirical support for resource mobilization theory (one of the most popular among scholars of social movements).

Thus, instead of arriving with a theoretical framework in hand, we need to establish which phenomenon we want to study/explain and the theories...
... that have been previously used to explain this phenomenon.

Thus, in closing:

a) selecting a theoretical framework for a study usually happens after reading and synthesizing a lot of literature on how the phenomenon has been analyzed before.

I wouldn't do it "a priori"
b) linking theory with research is particularly important because it helps us establish theoretical expectations (and develop alternative explanations, something that apparently has been forgotten when teaching research design).

Alternative explanations are based on theory.
I strongly believe it is fundamental that we teach our students both elements, how to link research with theory and how to select a theoretical framework, and if I were to add a third element, how to establish alternative explanations for the same phenomenon and discern...
... which elements/theories/evidence best explain what we are trying to understand.

</end thread>
NEW BLOG POST: Linking theory with research, choosing a theoretical framework and developing alternative explanations raulpacheco.org/2020/12/linkin…

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More from @raulpacheco

20 Dec
What I am going to say may potentially make me unpopular, but given that I don't give a crap about my popularity (or lack thereof) here it goes:

Stop making people feel bad about not taking time off over the holidays.

I am going to make a thread out of this b/c it deserves it.
I have loved public policy ever since I realized that it was what I wanted to do for the rest of my life. Practically everything I do/study/work on is associated with public affairs and public issues.

Populations are heterogeneous.

If you have ever taken my courses, ...
... you will KNOW and remember that the first lesson in Dr. Pacheco-Vega's courses is that POPULATIONS ARE HETEROGENEOUS.

You can't use blanket approaches to developing and implementing public policies when public issues have so many different elements that comprise them.
Read 10 tweets
8 Dec
REAL TALK:

I started this week feeling entirely unmotivated to do any work (even though I have a metric tonne of things to do). I was afraid of working on the revise-and-resubmits I have to finish because I was AFRAID OF GETTING THOSE PAPERS REJECTED BY THE JOURNAL.
I have a fairly decent publication record, and to this day I STILL FEEL WORRIED ABOUT GETTING A REJECTION.

(I no longer feel humiliated, but I still don't like rejections).

Public thanks to my writing group, and especially @AcademicBatgirl and @LuxanaRO for help motivating me
If you are starting this academic life, or are in the throes of getting a degree and/or writing a thesis, know that even the most experienced of us feel:
- lack of motivation
- fear of rejection
- stress
- unwillingness to do work (see above)
- overwhelmed feelings.
Read 6 tweets
6 Dec
It took me a VERY long time to appreciate my own writing.

Academia instills in you a false sense of humility. You ALWAYS have to be self-deprecating.

I'm a very good writer and I love what I write, and what I write is meaningful, valuable and important.

(yes, I said this).
Also, it took me submitting 3 articles this year, getting 3 R&Rs AND publishing 3 journal articles (two of them in the top journals in my discipline) to feel like I was back to writing as well as I did when I was a doctoral student (back then I wrote with such ferocity!)
I remember a couple of years ago, re-reading my doctoral dissertation and thinking "man, I used to write with such authority and audacity!"

These past couple of years I've just written with abandon.

I love writing, I love what I write and I am happy I am healthy again.
Read 4 tweets
6 Dec
It’s Sunday morning and I’m sitting in my living room and pondering about how I actually never had the joy of either hosting or attending a writing retreat.

When I was a faculty member at CIDE I tried to host #ShutUpAndWrite weekly sessions.

These mostly didn’t work.
I get that we are all busy. I am an incredibly busy person myself.

But for me the joy of organizing a writing retreat would reside in making it work.

I have my own daily writing retreats. I write 4:30-6:30 in the morning all by myself.

I have enjoyed the collective writing.
But if I were to organize something post-pandemic it would need to have firm commitments from everyone.

Life happens to us all, I get it.

But for me, to commit to doing a writing retreat would mean really focusing and not paying attention to anything outside.
Read 6 tweets
28 Nov
THREAD: A student (new to my methods) asked me what I did when I could not highlight.

Most people know I don’t mark my own books (nor the library’s!) but you can do with yours whatever you want.

Since I don’t mark my books, the highlighting and annotating methods I use ...
... may not work in the same way.

Since I prefer analog systems and do not mark books up, here are a few ways in which I take notes that still retain some of the characteristics of my strategies for printed materials.

I’ll outline them in separate tweets.
1) THE INDEX CARD METHOD:

Since I have used them since grade school, I often take notes of books on index cards.

I usually categorize by colour of said index card, unless I run out of color-coded ones in which case I use non-coloured ones, but with a 1/2” coloured plastic tab
Read 20 tweets
28 Nov
I just read that thread about awful experiences during dissertation defenses.

My own was an absolute breeze. I had a fantastic time. I was asked tough questions that were fair, helped me showcase that I actually knew my stuff, and then gave me an opportunity to shine through.
HOWEVER... and herein lies the rub, and this is the reason why I spend at least 2 weeks full time working with my doctoral students on their defenses, pre-defense:

My advisor made me do dry runs and send him draft slides over 3 weeks before my doctoral dissertation defense.
I did at least 4 dry runs with him where we went through the changes that needed to be made. He was thorough but never rude.

Then I did a mock defense with @hishamzerriffi (my best friend) as my audience. He gave me extensive feedback on the slides, my presentation style, etc.
Read 5 tweets

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