Pediatric Educational Learning Community (PELC) Session - “Introduction to Longitudinal Qualitative Research" - Dorene Balmer, Ph.D. - 4/24
May 22, 2023Information
Pediatric Educational Learning Community (PELC): “Introduction to Longitudinal Qualitative Research" - Dorene Balmer, Ph.D. - 4/24/23
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- 00:00Because we've got a recording.
- 00:06As everybody knows,
- 00:07this is one of our monthly Pediatric
- 00:10Education Learning community series.
- 00:13But even though it's designed to
- 00:16support medical education so often
- 00:20the subject really in the topic,
- 00:23it just extends way beyond
- 00:26medical education in terms of.
- 00:29Methodology, the expertise of this speaker.
- 00:32And so it's actually my
- 00:35pleasure to introduce Good Jin,
- 00:38who is going to introduce
- 00:40our guests for today.
- 00:43Thank you so much, Panina.
- 00:44And it was so fun to to really read
- 00:48about Doctor Bomber's sort of path
- 00:50as she's been a mentor for me.
- 00:53So Doctor Doreen Bomber is a professor
- 00:55and distinguished chair in the
- 00:57Department of Pete's AT AT Upenn
- 00:59is and is a codirector of research
- 01:01on pediatric education at CHOP.
- 01:03Interestingly,
- 01:03her first career was in Clinical
- 01:06Nutrition at CHOP, but sort of really.
- 01:10Excited about the clinical
- 01:12learning environment,
- 01:12she ended up obtaining her pH.
- 01:14D at Temple University and Health
- 01:16Studies and Public Health,
- 01:17did a postdoc at Penn and launched her
- 01:20faculty career at Columbia University,
- 01:22which is during that time is when
- 01:24I was fortunate to have her become
- 01:26a qualitative mentor for me.
- 01:28She then spent some time in Texas
- 01:30at Baylor and returned to Upenn
- 01:31in 2015 and in her current role
- 01:34supports faculty and trainees in
- 01:36their sort of efforts and pursuits
- 01:38of educational scholarship.
- 01:40She provides direct consultation
- 01:42and mentorship for qualitative
- 01:43research methodology from project
- 01:45projects that range NIH funding,
- 01:47foundation funding and even just single
- 01:49sided department of funded studies.
- 01:51And and in her independent research
- 01:53is is super cool and focuses on
- 01:56identity and career construction
- 01:57and and has really pioneered A
- 01:59longitudinal qualitative approach
- 02:01to research and health professions
- 02:03education in which she's followed
- 02:06individuals including trainees
- 02:07and clinician educators for more
- 02:10than a decade decade.
- 02:11She's a past recipient of the APA
- 02:15Ray Helfer Award for Innovation
- 02:17and Pediatric Education,
- 02:18among so many other awards and honors.
- 02:21And impressively,
- 02:22she has published over 100 peer review
- 02:24papers related to health professions,
- 02:26education,
- 02:26and is currently writing a book that
- 02:28based on her longitudinal research,
- 02:30which I absolutely can't wait to read.
- 02:33Her work and mentorship have been
- 02:34really critical in my career path,
- 02:36and I'm so grateful to have her
- 02:38speak about a topic that she's
- 02:40taught me about and is and it
- 02:41really has so much expertise on,
- 02:43which is longitudinal qualitative research,
- 02:45and I'll turn it over to her now.
- 02:49Thank you, Gunjan. I really appreciate that.
- 02:53Before I I get started,
- 02:55I almost feel like just this is a warning.
- 02:57This is very slow research
- 03:01longitudinal think of it.
- 03:02I would say it's like a chronic disease.
- 03:04You sort of just got to keep it on
- 03:06hand it it's not a it's not an acute
- 03:10cross-sectional work it's it's longitudinal.
- 03:12So it's been just.
- 03:16A lot of fun and a lot about relationships.
- 03:21You when you follow people over
- 03:23very long periods of time,
- 03:25a lot of the lines between the researcher
- 03:27and the participants start to blur.
- 03:30And you really do understand,
- 03:34from my perspective as a
- 03:36qualitative researcher,
- 03:37as this idea of like code construction,
- 03:39it's really learning together.
- 03:42So I'm going to go ahead.
- 03:43I have a couple of slides.
- 03:47And we'll do a little bit of back and forth.
- 03:50There's a bit of a group activity
- 03:52since there's only and I don't
- 03:53think we'll break up into
- 03:57necessarily small groups,
- 03:58although I'll look to Gunjin if
- 04:01you think we should give me a nod
- 04:05and then I'll tell you a
- 04:07little bit about the research.
- 04:08But as we go through, please feel
- 04:11free to pop questions in the chat.
- 04:14Going in, if I could ask you to sort of
- 04:17just check that and and interrupt me,
- 04:20that's fine and we'll we'll go from there.
- 04:23So let me get my slides up here.
- 04:49So I'm hoping you're seeing
- 04:51my slides that correct. Yes,
- 04:53it's not in slide view yet.
- 04:54It's no, it's not.
- 04:55OK. Sorry about that.
- 04:56Just like Joe, let me
- 04:58get you over here.
- 05:25And you can go under
- 05:26Slideshow or press the little.
- 05:27I see, I see, I see.
- 05:37And either way, shares the screen first.
- 05:38Yeah, there you go.
- 05:39There you go. Got it. No.
- 05:40But it's still not in Slideshow mode.
- 05:42If you press that button at the bottom,
- 05:44that shows a computer,
- 05:45that'll get you there.
- 05:47Or if you go under slide
- 05:48show at the top and just
- 05:50say start from first slider.
- 05:51Yeah, but
- 05:51I've got two screens, Gungeon,
- 05:53and it's screwing me up.
- 05:54Oh, got you. I mean, you could
- 05:57do this too. We can see you
- 06:01like this.
- 06:04See, Heather, I should have
- 06:06practiced. We were right. I know
- 06:08we had that 15 minutes. No worries. I
- 06:12don't want that. close that.
- 06:18Just tries me to share.
- 06:29Sorry guys, don't worry,
- 06:34you might think I've never
- 06:35used. Feel free to send it to me too
- 06:36and I can share it if that's better.
- 06:45I think I never used Zoom before.
- 06:51Let me do this. It's not
- 07:02going to be perfect, but it's going
- 07:04to be good enough. How's that?
- 07:08I think that's that's totally fine.
- 07:09That's good enough.
- 07:10Good enough. Absolutely. Stay
- 07:11there. Wasted enough time. So
- 07:15yeah.
- 07:20This is me, the total Luddite when
- 07:22it comes to technology anyway.
- 07:24So what I what I really want to do is,
- 07:27is not to take more time with slides,
- 07:31I apologize, but to talk about some
- 07:33of the really important issues that
- 07:35come up when you do longitudinal work,
- 07:38things that really set it apart
- 07:42from other types of research,
- 07:44other and even other types
- 07:46of qualitative research.
- 07:47And then to share a little bit of
- 07:50some findings from a longitudinal
- 07:52study that that I've conducted in
- 07:55a group of physicians who went
- 07:58through the Masters in Medical
- 08:00Education program here at Penn.
- 08:02We'll talk a little bit about
- 08:05faculty agency And then to just
- 08:07highlight some practice pearls,
- 08:09some things like if you're
- 08:10going to try this on your own,
- 08:12what to sort of keep in mind
- 08:16before we even start let?
- 08:17Think about a definition of
- 08:19longitudinal work and it
- 08:23longitudinal work,
- 08:24qualitative research and sometimes you'll
- 08:26see it as qualitative longitudinal.
- 08:29It's called a few different things,
- 08:32but how I've defined it as it's an
- 08:36approach to research where you're
- 08:39generating data from the same
- 08:42participants over an extended period of time.
- 08:46So same participants,
- 08:47extended period of time.
- 08:49There's no, it doesn't have to be a certain,
- 08:51you know, six months, eight months,
- 08:53nine months sort of depends on the phenomena
- 08:55that the phenomena that you're studying
- 08:57in terms of the extension of that time.
- 09:00But you're doing that because you really
- 09:02want to understand lived experiences,
- 09:04which is probably a term you're familiar
- 09:06with if you do qualitative work,
- 09:08lived experience,
- 09:09but with longitudinal qualitative work,
- 09:12what you're doing is understanding
- 09:14those experiences.
- 09:15As they unfold,
- 09:17so you're not you.
- 09:20I mean, you can ask people to look
- 09:22back and there is some of that,
- 09:24but it's more walking alongside and
- 09:30that's particularly important if
- 09:32you're studying things like like
- 09:35processes like identity construction
- 09:38or how people create careers.
- 09:41I I think of you know some of Gunjan's
- 09:43work or some other colleagues of
- 09:45mine who are interested in say how
- 09:49the experience of of being in the
- 09:51the pick you and then the families
- 09:54that that that sort of journey to
- 09:57returning to somewhat state of normal.
- 09:59What's that like?
- 10:00It's not a one day you're in the pick
- 10:03you and the next day you're home and back.
- 10:06You know it's it's that journey in between.
- 10:10Again, we do longitudinal work to
- 10:12add to these sort of these insights,
- 10:14to some dynamic, idiosyncratic lived
- 10:17experiences as they play out through time.
- 10:21And it's it's doing this kind
- 10:23of work that really adds.
- 10:27Insight into things that we often think we
- 10:29know about and we we know something about.
- 10:32Safe from my work in career
- 10:34construction or identity construction.
- 10:36We know professional identity formation.
- 10:38We know different things about
- 10:40how people make career decisions.
- 10:43But when you follow people through time,
- 10:46you really sort of see this,
- 10:49a different side of it and and a
- 10:52nuanced side of it, and you see a past.
- 10:55And you see sort of pragmatic decisions
- 10:57being made in the present and you
- 11:00see them projecting into the future.
- 11:02So those are some of the reasons why
- 11:04we do longitudinal qualitative work.
- 11:08So let me ask you this,
- 11:09when you think about time as a scholar,
- 11:12as someone doing research via
- 11:14clinical research,
- 11:15education research or even just
- 11:17reading about research, how do you,
- 11:20how do you think about time?
- 11:25And I'm going to propose that there are
- 11:28two ways that we can think about time.
- 11:31There's more, but I'm going
- 11:32to suggest these two.
- 11:34One of a lot of times we think
- 11:36about overtime and we use that word
- 11:39overtime and a lot of the work we do.
- 11:42I'm saying in education like a pre post
- 11:45right a before and after or a follow
- 11:48up study where an intervention is done.
- 11:51And and then you're sort of six
- 11:53months out sort of seeing the
- 11:55impact of that intervention and
- 11:56that that before and after.
- 11:58But there's also this idea of through
- 12:01time it it's more of a crawl than a
- 12:06hop over time 1 to the other through
- 12:09time has this sense of crawling.
- 12:16That's not the only way to think about
- 12:18time because both of those times.
- 12:20If you think about it,
- 12:21we're a little bit more chronological,
- 12:23like attached to a clock or a calendar.
- 12:28So we think of time is fixed.
- 12:31We can think of it getting,
- 12:33in my world of of medical education,
- 12:35things like block rotations,
- 12:38academic years, semesters,
- 12:40things like that, there's fine.
- 12:42That's totally okay to think
- 12:45about time like that, but.
- 12:49A sociologist named
- 12:51Barbara Adams, in her book
- 12:55The Social Analysis of Time,
- 12:58really asks us to think about time as fluid.
- 13:04And by that she means that it's not
- 13:07just tied to a calendar or a clock.
- 13:09But time is fluid in that
- 13:11there's there's the best time,
- 13:13there's the worst, you know,
- 13:14great day, a lousy day, a best.
- 13:17Course, a good day, a lousy day,
- 13:19good time, bad time.
- 13:21Critical incidents is sort of a
- 13:24special unique time, mundane time.
- 13:26So there's there's time
- 13:27that has to do with like,
- 13:29just somewhat context dependent.
- 13:33There's also temporality.
- 13:34When you think of temporality,
- 13:36you think of seasons or rhythms,
- 13:41things moving and flowing through time.
- 13:46Ups and downs, seasons, rhythms,
- 13:48and there's also tempo or pace.
- 13:51Like a fast pace or a time is
- 13:54standing still or time flies by.
- 13:57So time is not just,
- 13:59I guess the the important piece there is.
- 14:00Time is not just this fixed
- 14:04calendar clock time.
- 14:05There's different ways to think about time,
- 14:09and when you do longitudinal work,
- 14:11you're really forced.
- 14:15To move beyond that calendar time,
- 14:19even though you are following
- 14:20people long periods of time,
- 14:21you can sort of see the past and
- 14:24the present being influencing
- 14:25and shaping the future and
- 14:27things become a little bit murky.
- 14:34So there's there's three couple
- 14:37of when I talked earlier in the.
- 14:40About the objectives that the critical
- 14:43really important things to understand
- 14:45and to know about longitudinal work,
- 14:47longitudinal qualitative work.
- 14:49And one of those is this idea of
- 14:53what I call a three strand analysis.
- 14:55It just means that when you're
- 14:58when you're doing longitudinal
- 14:59qualitative work it's you're not
- 15:01just studying a phenomena in a in
- 15:05a group of people or a context,
- 15:09you're actually.
- 15:10Following that phenomena through time,
- 15:13So it's that it's that delta piece,
- 15:16that change piece that makes
- 15:19longitudinal qualitative research just
- 15:22the spectacular approach that it is.
- 15:26So again, if you're studying
- 15:29something like food insecurity,
- 15:33you you could do that probably through
- 15:35a a survey or or maybe an interview,
- 15:38but if you want to follow.
- 15:40Food insecurity. Through time,
- 15:44you'd be tracking families and seeing how
- 15:48they move in and out of food insecurity.
- 15:52When you follow identity construction
- 15:55through time, it's not just this one set.
- 16:00Oh, now I am a pediatric resident
- 16:02and this is how I got here.
- 16:04It's like I'm, I was this medical
- 16:06student and I had to sort of.
- 16:08Change and see myself now as as
- 16:09an intern and I'm soon having to
- 16:11let that go because it's it's,
- 16:13you know spring and then I'm going
- 16:15to be a supervising resident.
- 16:16So it's it's this fluidity,
- 16:18this through time.
- 16:19So it's it's the case, it's the phenomena.
- 16:23But you had this third layer,
- 16:25this third strand of of time that
- 16:29makes analysis a little tricky trickier
- 16:31because you have this third dimension.
- 16:37The other thing that is I just can't
- 16:41imagine not doing with longitudinal work
- 16:43is what I call recursive interviews.
- 16:46And so that is taking data
- 16:48back to the participants.
- 16:50So you're sort of sharing their former
- 16:53cells and having them speak to their
- 16:56former cells as a way that they then
- 16:59sort of narrate their own growth.
- 17:02So it's as much of of becomes a.
- 17:05The interviews often become very reflective.
- 17:09Each interview is sort of constructed
- 17:11based on the their own participant.
- 17:13I mean there are main questions
- 17:14that we carry through,
- 17:15but if you're having to,
- 17:17you're sort of having to construct
- 17:19an interview guide for each person
- 17:21based on things they said in the past.
- 17:24So that recursive interviewing and that's
- 17:26just a way to sort of take the past,
- 17:28bring it into the present and and draw
- 17:31it into the future because you really
- 17:33again longitudinal you want that.
- 17:35Through time flow
- 17:39again, so just a bit of a recap
- 17:42definition generating data with
- 17:45the same participants through
- 17:48time to get that lived experiences
- 17:51as the experiences unfold.
- 17:53It's you know we we attend to
- 17:55both fixed and fluid time and we
- 17:57accommodate time in our data analysis
- 18:00and in our in our data collection.
- 18:04So maybe let me stop sharing now
- 18:07and ask before we go further,
- 18:09is there anything that I've said
- 18:11that is unclear or any questions
- 18:13come up so far you want to unmute
- 18:16yourself and just ask away?
- 18:18That would be just fine with me.
- 18:21Doreen, do you think you could
- 18:22just give maybe one or two
- 18:24examples of questions you'd want
- 18:25to ask on a longitudinal basis?
- 18:27I'm trying to like ground this in,
- 18:29in something concrete that
- 18:30I could think about.
- 18:31Great, great question. So something would be
- 18:38what is the journey of physicians
- 18:45doing a Master's in medical education
- 18:50program totally making that up
- 18:51or or what is what is it like
- 18:58for families experiencing?
- 19:00Food insecurity through time,
- 19:04so always bringing sort of that
- 19:06through time picture into the research
- 19:08question as opposed to what are they
- 19:11experiencing about food insecurity.
- 19:13Does that make sense, Melissa?
- 19:16And during one more question
- 19:17like in terms of when you're
- 19:18thinking about through time,
- 19:20is there sort of a minimum amount
- 19:22of time that you should follow
- 19:23somebody across for it to sort
- 19:25of count as longitudinal beta,
- 19:27the qualitative research, it's
- 19:29a great question.
- 19:31And the answer there's no time.
- 19:34I try to say it has to be at
- 19:37least nine months and I got
- 19:41a lot of disagreement.
- 19:42That's because a lot of the
- 19:44work that I do is education.
- 19:45And so you think of like a
- 19:48semester long type thing
- 19:52and there's there's some
- 19:54work again in education that
- 19:56suggests that maybe nine months.
- 19:58But it really depends on the phenomena and
- 20:02it could be as short as a a couple months.
- 20:05My colleague Lizzie Gordon from
- 20:07Dundee does some really interesting
- 20:09work and some of hers are,
- 20:11you know, 3-4, five, six months.
- 20:14Some of her work was around COVID.
- 20:16So understanding particularly that that
- 20:18first way, what was it like to be,
- 20:22in her case in Scotland at a a GP?
- 20:26And COVID in the first wave and so
- 20:28she would sort of follow that first
- 20:30couple of months and then, you know,
- 20:32it might have been a six month study.
- 20:34Yeah.
- 20:36Doctor Fenick has a question what
- 20:39everyone else knows about first names.
- 20:40And I'm Doctor Fenick.
- 20:41I'm feeling old. Hi, Doreen.
- 20:46I wondered, you know,
- 20:47has there been anything, you know,
- 20:48just like we have all of these
- 20:50different guidelines for how to write
- 20:52different types of papers. Is there a.
- 20:55A document that one can point to
- 20:57for methodology and rigor when we're
- 20:59trying to actually publish these,
- 21:01like we can do these.
- 21:03I actually did one without
- 21:05knowing what it was called, right?
- 21:08But where can we point to and say,
- 21:11you know, as in this guideline,
- 21:14here's what we did
- 21:18I. I don't know.
- 21:20So some of the work that I've done
- 21:22is is trying to publish methodology
- 21:25type methodology, type papers.
- 21:27So the one that I has probably gotten the
- 21:31most traction is time to conceptualize
- 21:33time and I can pop it in the chat,
- 21:35but it it's it's not a how to write
- 21:38up paper and some of that is because
- 21:45there's so many different ways to do.
- 21:49From my experience,
- 21:50there's a lot of different ways,
- 21:52just like there's a lot of different ways
- 21:55to analyze qualitative data most of the
- 21:57time and how we're taught in education,
- 22:00and I would say likely in clinical work,
- 22:01we're taught thematic analysis.
- 22:03Like you take a story apart,
- 22:06you take an interview apart and you
- 22:09break it down into like concepts.
- 22:12Code it.
- 22:12Put those codes together in new
- 22:14and interesting ways and voila.
- 22:15Theme. Right.
- 22:17So you're really deconstructing story.
- 22:20What I have found is that the more you do,
- 22:24and particularly the longer you go
- 22:28with an individual, you get story.
- 22:30Like the last thing I want to
- 22:32do is break the story apart.
- 22:34I spent 10 years putting the story together,
- 22:37so a lot of my work now is more narrative.
- 22:40Analysis where I'm analyzing the story
- 22:43as a whole and so then my my write ups
- 22:48are more stories than they are themes.
- 22:52I don't know whether that helps a lot Ada,
- 22:54but that's sort of where I've been
- 22:57going with it and it and it's just by
- 23:00virtue of the kinds of data that you
- 23:02get that you get story and so wanting
- 23:06to analyze data in a way that maintains.
- 23:09That the goodness of the story is there
- 23:16some guideline not guideline but like
- 23:18is there some thought you have as to
- 23:22how many people you need to follow?
- 23:24Longitude said In nine months is
- 23:26the time like a gestation right.
- 23:29OK fine but and and made that's
- 23:31kind of who knows but you know
- 23:345 residents over a year or.
- 23:37Two residents over here.
- 23:38I mean clearly 5 is better. It feels
- 23:41the the again the one no these are all,
- 23:44they're all good questions,
- 23:46all fair game, all like up for discussion.
- 23:50One of the things that you want to
- 23:53be aware of is the volume of data.
- 23:59It can get massive it can get
- 24:03massive pretty quickly so.
- 24:05In one study that I did it, I cut it.
- 24:08I ended it at 12 years because I started
- 24:10when they were first year Med students
- 24:12and I went through medical school,
- 24:14residency, fellowship and into practice.
- 24:18When I started that study at 22 I got.
- 24:21I stayed with the 22 through medical
- 24:23school and quickly realized there is
- 24:25no way in hell I can I can continue.
- 24:30Because I was interviewing every
- 24:32six months for a year.
- 24:33So you quickly have well over
- 24:36100 interviews and that just gets
- 24:38to be huge volumes of data.
- 24:40So a lot of it's the what's manageable,
- 24:42what's manageable And related
- 24:44to that is like who will stick
- 24:48with you and who really has it.
- 24:51I think you, I mean,
- 24:52I mentioned when I started about
- 24:53the idea of the relationship,
- 24:55you build a relationship with these
- 24:56people and you get pretty tight.
- 24:59And so you it's it's less of a I lose
- 25:01people and it's more like who is who's
- 25:03going to be with me in the from the
- 25:05beginning and want to and want to do that.
- 25:08And so there is some issues with Sam.
- 25:09It's a convenient sampling but
- 25:11if you don't have the sample,
- 25:13you can't do the study.
- 25:15So but again the length of it really
- 25:19depends on the phenomena you want to
- 25:22study and how long will it if you want to,
- 25:25if your question is about clerkship.
- 25:28Clearly you're going to go through the,
- 25:29you know or and you want
- 25:31to do longitudinal work,
- 25:31you sort of want to go through the year.
- 25:33If it's a transition out of
- 25:36residency into fellowship,
- 25:37then maybe it's a couple
- 25:38months before or whatever.
- 25:39So the phenomena will really define should
- 25:44help define the the length of of time.
- 25:51Cool.
- 25:54So what what we're going to
- 25:55do now is I'm going to go,
- 25:56I'm going to have a,
- 25:56I have a question here,
- 25:57maybe we can just talk through it again.
- 25:59I'll just ask you to
- 26:06think with me
- 26:09these four questions.
- 26:13We can see that Gungeon, right?
- 26:16Yes. They're a little paranoid.
- 26:20Consider the following four studies,
- 26:22and they all are interested
- 26:24in career decision making.
- 26:26And which one do you think is most
- 26:28likely to produce results that
- 26:30are consistent with the goals of
- 26:32longitudinal qualitative work?
- 26:34For LQR, you could conduct interviews
- 26:38with residents 3 months after they
- 26:41start residency and then again
- 26:44three months before they graduate.
- 26:45You could ask about.
- 26:47A career decision making.
- 26:49You could start with a cohort and then
- 26:52every six months sort of explore their
- 26:55their journey to becoming a physician.
- 26:58You could ask residents to write
- 27:00reflectively about their career
- 27:01choice at the end of the first year,
- 27:03second year, and 3rd year.
- 27:06Or you could interview,
- 27:08you know, P, GY1PG, Y, 2P,
- 27:10GY, threes and then sort of
- 27:13compare across those groups.
- 27:15They're sort of how they make decisions.
- 27:17So all of them are fine,
- 27:19fine ways to do research.
- 27:21But is there one that you think
- 27:24would be maybe the best way to
- 27:28capture the goals of longitudinal
- 27:30qualitative research or the
- 27:31goodness of longitudinal work?
- 27:42And I have some names of people,
- 27:44so I might call on people
- 27:47and it's like, yeah, it looks like and
- 27:50then they called put things in the chat. OK
- 27:52so people are in the chat. I'm gonna
- 27:54several people have said be in the chat be OK
- 28:00OK. So maybe Kristen or Nicole you
- 28:02said be could you tell us why be
- 28:08I think yeah I can give my
- 28:10impression I guess real quick.
- 28:12I think because I we were reviewing this
- 28:15concept that I really enjoy when you were
- 28:19describing it like through time and.
- 28:22Talking to those same cohort
- 28:24of residents through time,
- 28:26I think will help with this concept of
- 28:29the longitudinal qualitative research.
- 28:34And Nicole, or was that Nicole,
- 28:37that was Nicole, it's Kirsten.
- 28:39I think I like the idea of Nicole's
- 28:41statement about through time.
- 28:43I also think that.
- 28:44This would be a cohort that you
- 28:46would have access to on a red,
- 28:49you know, on through that time basis.
- 28:51So it would be feasible to to find
- 28:53this a cohort of residents maybe,
- 28:55perhaps I would start with
- 28:57interns and then go through
- 28:58their three years of residency.
- 29:00So even though it's a fixed time
- 29:02that you'll have access to them,
- 29:03it's still through time.
- 29:05Exactly, exactly. Yeah. Yeah.
- 29:07I think the first, I think the 1st.
- 29:11Questionnaire is that before and after,
- 29:13which again is is a fine way to do research,
- 29:15but you're you're going to probably
- 29:18get more two concrete points.
- 29:23C is you know, writing reflectively
- 29:25is great and you'd be asking that.
- 29:27You could even look at their
- 29:29reflections across or through time.
- 29:31What you won't be probably be able to
- 29:32do is like take back things that they
- 29:35said or that they wrote in the prior
- 29:37reflection and that idea of that recursive
- 29:39data collection is really important.
- 29:42And then interviewing P,
- 29:44GY1, twos and threes.
- 29:45Again, a really interesting,
- 29:47interesting study.
- 29:48But there you're going to be your N is
- 29:51really the group and not the individual.
- 29:54You're not really following
- 29:55an individual through time,
- 29:57but looking at looking at groups.
- 30:02Yeah. So let me move along here
- 30:07and and share with you a study
- 30:11that I think will be interested
- 30:13given the given the audience.
- 30:17So physicians as as you know get my next
- 30:26one advanced careers.
- 30:29In in academic medicine,
- 30:31by sort of following the some
- 30:35norms of things like we get,
- 30:37you know, we grant funding,
- 30:38you need publications,
- 30:39you need to be recognized as a
- 30:41leader or an expert in your field.
- 30:43It's pretty traditional.
- 30:47I'm at Penn, you're at Yale.
- 30:48We get that right.
- 30:52And that works for a lot of
- 30:54people in academic medicine.
- 30:56For physicians who are educators or really
- 30:58want to promote along the lines of education,
- 31:01not clinical work, a lot of times it's,
- 31:05you know, publications, Okay,
- 31:07maybe grants, probably not.
- 31:09But being I did, being a leader,
- 31:11like administering a program,
- 31:13being a program director,
- 31:14associate program director.
- 31:18Director of a Center for
- 31:19learning or something like that.
- 31:20Like that.
- 31:21So this idea of directing educational
- 31:24programs with administrative
- 31:26responsibilities is often you could
- 31:28use the word capital what what is
- 31:31valued and sought after for promotion.
- 31:33If you're a medical educator,
- 31:37however, directing programs is important,
- 31:41right? But it's not the only way
- 31:43to think about being an educator.
- 31:47So the question was like, well,
- 31:49what happens to my colleagues at CHOP,
- 31:52at Penn, at Yale, who really see
- 31:56themselves as educators but have like
- 31:58no interest in directing a program?
- 32:01Like the last thing they want to do
- 32:03is be a residency program director.
- 32:06Nothing against that,
- 32:06but that's just not how they see themselves.
- 32:09And and so then like what what how do they
- 32:12do, like what kind of agentic actions?
- 32:16Might their sort of their internal
- 32:18sense of being an educator provoke,
- 32:21if any, if any?
- 32:25If you look at the literature,
- 32:26a lot of this is where Ada,
- 32:28I'm going to talk about narrative.
- 32:30Now, if you think about the
- 32:31discourse or the larger narrative
- 32:33in medical education is like,
- 32:35oh, you know, we're not,
- 32:38we're dissatisfied.
- 32:39We're we're the ugly Dunklings,
- 32:41the second class citizens.
- 32:43This happens to us.
- 32:45So we, you know we have to sort of tolerate
- 32:48these these norms that are happening to us.
- 32:51But what the literature,
- 32:52there's a lot of that fact is just
- 32:55about all of it in in Med Ed is
- 32:57out there that is like you know
- 32:59fighting our way up in this field
- 33:01of academic medicine because these
- 33:03field norms are sort of in some ways
- 33:05out to get us or they're they're
- 33:07working against us and so there's
- 33:09very little out there about counter.
- 33:12Narratives or prototypes that
- 33:14people can use to understand.
- 33:17Stories about career advancement
- 33:19in different ways,
- 33:20in ways that push back on those field norms.
- 33:25And so my point in this paper is like,
- 33:27well,
- 33:28if we don't have these counter narratives,
- 33:30we're not going to,
- 33:31you know,
- 33:31it's going to be hard for us to sort
- 33:34of imagine what a different academic
- 33:36medicine future might look like.
- 33:39So we used a definition of agency
- 33:43from higher Ed called faculty agency.
- 33:47And faculty agency is a little
- 33:48different than a lot of other
- 33:51definitions of agency because it
- 33:52assumes both agency as something we do.
- 33:56The, the perspective, the actions,
- 33:59but it also considers agency
- 34:00as sort of a way of thinking,
- 34:03a perspective taking and intention.
- 34:05So it gets that intention,
- 34:07which sometimes precedes action.
- 34:08So you can also see where the
- 34:11longitudinality piece is sort of
- 34:12interesting here because you sort
- 34:14of want to know what happens,
- 34:16what's going on in their heads
- 34:17before they do an action,
- 34:19if they do an action at all.
- 34:22So the purpose was to describe and
- 34:24analyze how physician educators
- 34:26assumed strategic perception
- 34:27perspectives and took actions
- 34:29over the course of five years.
- 34:35So this was a longitudinal qualitative
- 34:37study that we started in 2016.
- 34:42All of the participants,
- 34:44there were 11 participants in the study and.
- 34:49They were all started the program
- 34:51in the fall of 2015 or 2016.
- 34:53We interviewed, we interviewed at the
- 34:55six month mark and then again at a
- 34:58year and then we followed them yearly.
- 35:00It's a two year program.
- 35:02We followed them three years out.
- 35:04So graduation post one year
- 35:06put 2-3 years post graduation
- 35:08for a total of of five years
- 35:12over the course.
- 35:14Against ADA, you talked about
- 35:15you did a longitudinal study,
- 35:17you didn't know it really I've,
- 35:19I've done that. This was a study
- 35:21that we didn't anticipate happening.
- 35:23What like they shouldn't say
- 35:25we anticipated the study.
- 35:26It was a finding that we didn't
- 35:28anticipate in that of the 11
- 35:31physicians in the in the study
- 35:34three of them over just in the
- 35:37course of following them took some
- 35:40really bold moves in their career.
- 35:46And we didn't, we couldn't predict.
- 35:47We didn't know that going in.
- 35:49We they volunteered to
- 35:50participate and we did.
- 35:52And then lo and behold,
- 35:52a couple of years down the Pike they
- 35:55made some pretty agentic moves.
- 35:58All three were assistant professors.
- 36:01All three, like the brothers in
- 36:03the study took we did the master's
- 36:06program and they these were the ones.
- 36:08That's three of the eleven who took
- 36:11these pretty substantial agentic.
- 36:13Perspectives and actions during
- 36:15the course of the study.
- 36:16So we did recursive interviews.
- 36:19Again, you can see the the
- 36:21number of interviews over time
- 36:25pretty much annually.
- 36:27We did this last interview on the 20 on in
- 36:31December of 2021 was a bit of an interview,
- 36:35but also taking back a narrative
- 36:39so that it looked like this.
- 36:40Our analysis looked like this.
- 36:43Using narrative analysis poking
- 36:45harms work was sort of like he
- 36:47this holistic and narrative.
- 36:49So like keeping it as a
- 36:51temporarily organized whole.
- 36:52So figure out how these pieces work together
- 36:55to to sort of tell you the whole story.
- 36:59So in phase one we did a sensitized review.
- 37:01So we had the data because this
- 37:03was part of another a study and we
- 37:05had looked at it from the lens of.
- 37:07Landscapes of practice.
- 37:08So we had the data,
- 37:09but this time we went back to the data with
- 37:11this idea of what is it going to look like.
- 37:13With faculty agency we constructed time
- 37:16order displays and this is something I
- 37:20always do with longitudinal work data,
- 37:22like how do you figure it out,
- 37:23even though this is, you know,
- 37:25in a bit of a fixed time,
- 37:26like just to know sort of where
- 37:28things are happening,
- 37:29what is this storyline looking like?
- 37:31So a time order displayed.
- 37:35Then we wrote from that display.
- 37:36We wrote counter narratives and took
- 37:41it back in that December interview,
- 37:43took it back to the participants and
- 37:46had them react, added some things,
- 37:49revised some things.
- 37:50And then we applied our theoretical lens
- 37:53and restory the counter narratives,
- 37:55really this time with the real
- 37:57sense of this faculty agency.
- 37:59And I admit, a colleague of mine,
- 38:02Amico Blaylock,
- 38:03is a higher Ed person who
- 38:05does narrative analysis.
- 38:07And so she really helped me with this.
- 38:09This is not something that came
- 38:11naturally to me or that I had a
- 38:13lot of experience with.
- 38:14But good partners are golden.
- 38:21So let me show you.
- 38:22This is one of the participants.
- 38:25This is Thomas.
- 38:26It's not his real name.
- 38:29Thomas was an anesthesiologist
- 38:33and he started his career in
- 38:37research and and pretty early he
- 38:41might even been at the instructor
- 38:42level realizing he just wasn't
- 38:44going to research was not for him.
- 38:46He was I'm tired of killing rats and
- 38:49so he got into he just was a great
- 38:51teacher and people loved it was
- 38:53students loved his teaching and he realized,
- 38:55Oh my gosh, like I really like education.
- 38:58And he and and he made the comment
- 39:00when we first talked, you know,
- 39:02where was his career going?
- 39:03He said, well, if it means,
- 39:05you know, I really love it here.
- 39:07But if it means going somewhere else,
- 39:09you know, I'm okay with that because my,
- 39:11you know, myself as an educator,
- 39:12I just love education so
- 39:14much and I'm here great.
- 39:15If not that's okay.
- 39:18He stayed at the institution and he sort
- 39:21of got pulled into some jobs an elective.
- 39:25Director and then sort of an associate
- 39:28fellowship program director and he he
- 39:31became more and more aware in the second
- 39:34year that you know what he valued as
- 39:36an educator and what the institution
- 39:38valued for promotion were just yes,
- 39:41he's they were just not In Sync.
- 39:45And so when we spoke the third year he
- 39:49said you're not going to believe this,
- 39:52I'm leaving the institution.
- 39:55He's leaving academic medicine, he said.
- 39:58And he said, now this feels active.
- 40:00Like before I was just sort of following
- 40:02these, these what I was doing,
- 40:03what wasn't valuable to me,
- 40:05it was valuable to the institution.
- 40:06But now by leaving the institution,
- 40:08this feels active.
- 40:09I'm doing what I'm not supposed
- 40:12to do by academic standards,
- 40:14and I'm leaving academic medicine.
- 40:17What he didn't remember is what he
- 40:19had told me in the very beginning
- 40:21about it's okay if I go.
- 40:24And sort of forgotten that piece of himself.
- 40:26So when he told me he's leaving,
- 40:28I said, well,
- 40:29you told me that two years ago
- 40:30he was just like, blown away.
- 40:31He said it just felt to me I was like,
- 40:34that's crazy.
- 40:35It feels like such an abrupt decision,
- 40:37but it actually had been on
- 40:39my mind for two years.
- 40:41So he did left the institution,
- 40:43left academic medicine,
- 40:45left on a high incident in all year #4.
- 40:48He's like down a little bit, right.
- 40:52I took this job.
- 40:53I thought it was going to be
- 40:54the director of education.
- 40:55I was working with a lot of
- 40:57advanced practice nurses and
- 40:58it just has not worked out.
- 41:00My understanding of education and
- 41:01their understanding of education
- 41:03just seemed really different.
- 41:04And he said,
- 41:05I'm really not sure what my life has
- 41:07to do with medical education anymore.
- 41:09So fairly dark Spot spoke to
- 41:13him by now the fifth year,
- 41:16and he talked about some dissatisfaction.
- 41:20Looking at other jobs,
- 41:22even getting back into academic medicine.
- 41:25And he realized, you know what? No.
- 41:29Before my agentic action was leaving.
- 41:32Now my agentic action is I am going to stay.
- 41:35I'm going to stay here.
- 41:37I'm going to make it work.
- 41:40So Thomas's story,
- 41:44the agency, the the, the,
- 41:46the, the bold move of actually
- 41:49leaving academic medicine.
- 41:51Making that move, thinking it's
- 41:52going to be on this high note,
- 41:54It wasn't really, you know what we expected,
- 41:56what actually happens or sometimes
- 41:58two different things.
- 41:59But then realizing okay.
- 42:00Now I if I made that decision
- 42:03before and use that word,
- 42:04you know, if I did that once,
- 42:06if I made that bold move once,
- 42:07I can do it again.
- 42:09And so he did it again,
- 42:10but he opted this time to stay in
- 42:13academic medicine and he did that or to
- 42:15stay to stay in actually private practice,
- 42:18I apologize.
- 42:19Left academic medicine,
- 42:20went into private practice and
- 42:22staying in private practice
- 42:23because his his intention is to
- 42:25make it work to be the educator.
- 42:27He wants to be in private practice
- 42:30but feeling like he has to had to
- 42:33leave academic medicine in order
- 42:35to have that values alignment.
- 42:41Samir's is one of the other ones.
- 42:44Samir started very he was
- 42:47fresh out of residency.
- 42:50Samir had a background.
- 42:51His, his parents were immigrants.
- 42:53And so he talked a lot about feeling,
- 42:56always feel like an outsider.
- 42:59And it was interesting because he felt
- 43:01like an outsider but really wanted to
- 43:03know like how to do it, how to get,
- 43:05how to make it work in academic medicine and,
- 43:08you know, trying to figure who's who,
- 43:10how do I play the game?
- 43:12And he said it's so easy to
- 43:14get caught up in that game,
- 43:15but then realizing that.
- 43:16By the 2nd year like or or or finishing
- 43:19towards the end of the program,
- 43:21towards the third year,
- 43:23realizing that what refreshes me and
- 43:25what recharges me and what rejuvenates me
- 43:28is not what I have to do to play the game.
- 43:31And he was very aware of having
- 43:35to be funded for his time.
- 43:37So if he would take an
- 43:39educational administrative role,
- 43:41he would be funded for his time.
- 43:43But again, that wasn't what.
- 43:46Refreshed, recharged and rejuvenated him.
- 43:49So what he ended up doing was
- 43:51going part time and he saw some
- 43:54of his peers cut back to 60% time.
- 43:58Reduces clinical so that anytime he
- 44:00was doing clinical work it was with a
- 44:03learner his his non learner clinical
- 44:06time he just cut took an you know a
- 44:10sizable pay cut to do that but that
- 44:12enabled him then to really pour himself.
- 44:15In some of his educational projects.
- 44:17And that's what refreshed him,
- 44:18recharged him and rejuvenated
- 44:20him and he realized, you know,
- 44:22at the end of the study year five,
- 44:24he said, I I,
- 44:25I know I made a choice to go part time.
- 44:28That's not a choice that
- 44:29a lot of people can make.
- 44:31But if I didn't do it for me,
- 44:33I would be miserable.
- 44:40So those are two stories from this study.
- 44:44Again started with 11.
- 44:46Three made these moves.
- 44:47There's three in the paper.
- 44:48For the purpose of this talk I just
- 44:51present to but one of the things that
- 44:53I think this what we can find and
- 44:56and and the one of the goodnesses
- 44:58of of longitudinal qualitative
- 45:00work here is it helps us to really
- 45:02understand and see agency is both
- 45:04a perspective and action that when
- 45:05the two pieces work together and one
- 45:09typically precedes another you can
- 45:11sort of follow that through time.
- 45:14The idea of counter narratives as
- 45:17sort of worthwhile knowledge that
- 45:19we can share and show others that
- 45:22there are alternative career paths.
- 45:24They have costs, not always perfect,
- 45:28but there are alternative career
- 45:30paths and this idea of of relation
- 45:33and and reflexivity.
- 45:37There's, there's,
- 45:38there's something that comes with
- 45:40building a relationship with people,
- 45:41with these, particularly these folks
- 45:43and what you can take and what they
- 45:46learn about themselves when they
- 45:48hear their former cells in the space,
- 45:50the real safe space that that can create it.
- 45:54It moves the relationship to
- 45:57this interesting spot of yes,
- 46:01you're the researcher, no,
- 46:02you're not the therapist, no,
- 46:04you're not the counselor, but the.
- 46:07By virtue of these kinds of recursive
- 46:10interviews and caring enough about
- 46:12people to listen and to remember
- 46:14what they said is is pretty powerful.
- 46:17And I think it's particularly powerful
- 46:19for physicians and particularly residents,
- 46:21fellows that really it's been my
- 46:24experience really sort of long for a
- 46:28space where they can just reflect on
- 46:32their journeys with someone that feels safe.
- 46:37And that they know cares about
- 46:39them enough to to listen.
- 46:41So that's sort of the the,
- 46:44the stories that I have from
- 46:48this, this longitudinal study.
- 46:51Any any questions I can take a couple
- 46:54of questions and then sort of wrap up.
- 46:57So Doreen quick question is what are your
- 47:01conclusions from that my mind immediately
- 47:04goes to reducing to themes versus.
- 47:07You know, what are your conclusions?
- 47:08Yeah. So the conclusions are
- 47:11just really that the the,
- 47:14the importance of of understanding
- 47:16agency is not just actions,
- 47:18but as perspectives and actions
- 47:20and the two work together and
- 47:23then providing counter narratives,
- 47:25putting something out there in
- 47:28the literature that showcases
- 47:30physician educators who push back on.
- 47:33The field norms of academic
- 47:35medicine in order to be true
- 47:37to themselves as as educators.
- 47:40So it's not the kind of thing that's
- 47:44going to lead to therefore do these
- 47:50things but but counter narratives can
- 47:53be really powerful teaching tools.
- 47:59Thank you.
- 48:02So let me. Go back now and just some
- 48:09Doreen, I actually have another
- 48:11question please. As you're gathering
- 48:13your thoughts, so you know that
- 48:17while you're creating these studies,
- 48:20how do you make them as
- 48:23generalizable as possible, right?
- 48:26I mean the the experience of multiple.
- 48:32Three members or or whatever.
- 48:33Like just thinking about the
- 48:34last study you presented,
- 48:35the experience of three people who
- 48:38all went through the hub system,
- 48:41hub chop, and got a master's
- 48:45in particular year, right?
- 48:48Does it speak to the experience
- 48:50of somebody at the University of
- 48:53Utah who maybe not may not be in
- 48:57a master's program and but yet
- 48:59is still in medical education?
- 49:01No, it doesn't.
- 49:02And we don't try to make it.
- 49:04It's this will not generalize it.
- 49:06No qualitative, qualitative research doesn't.
- 49:09It's not built on philosophical foundations
- 49:12that will work with generalizability.
- 49:15What we would try to do again in a short
- 49:18period when you read the narratives,
- 49:20it's much more of a story, and the more
- 49:23particular you can get with this story,
- 49:25the more people hold on to it.
- 49:27And I get it. So it's that idea
- 49:31of any kind of storytelling.
- 49:33We live by story. And so the the again,
- 49:37it's it's not trying to be generalizable.
- 49:40It won't be. It can't be.
- 49:41But if we can be generalizable or or
- 49:45or transferable in our in our detail,
- 49:49in our storytelling,
- 49:51hopefully they're compelling stories.
- 49:54They can say something about what
- 49:56it's like to be in academic medicine
- 49:58and not feel like your values are
- 50:01are being recognized or In Sync.
- 50:04What is it? And then what do you what?
- 50:06What might you be able to do with that?
- 50:09The other thing is by by any with
- 50:12qualitative work and longitudinal too,
- 50:14the more you can sort of hold
- 50:16anchor it in theory.
- 50:19Faculty agency is all over the literature
- 50:21and that that is that is generalizable.
- 50:24That idea of faculty agency is generalizable.
- 50:27My particular findings know and they
- 50:29they won't be and they can't be and I'm
- 50:32not going to pretend they will ever be.
- 50:40Thank you. Sure. So let me just
- 50:42sort of wrap up quickly here with
- 50:46this last this is the
- 50:49paper I was talking about.
- 50:50There's a queue I. QR code oh,
- 50:53longitudinal qualitative research
- 50:55and meta time to conceptualize time.
- 50:58This is has has a number of references.
- 51:02It's not a how, it's not intended
- 51:04to be a how to do it paper.
- 51:06But it it does have some practice pearls
- 51:09in it which I have here collecting data
- 51:12recursively which we've already talked
- 51:14about analyzing data in three strands.
- 51:17So what you what you don't
- 51:19want to you mean you could do.
- 51:21You know, I could analyze date and say
- 51:22this is where the group is at time one,
- 51:24this is where the group is at time 2.
- 51:27But that's like a series of
- 51:30cross-sectional studies.
- 51:31And that's fine,
- 51:32but we don't live life in
- 51:34paragraphs and in cross sections.
- 51:36We live it in our past bring we
- 51:40bring our past into our present.
- 51:42Our present pushes us into the future.
- 51:44So again,
- 51:45that longitudinal through
- 51:47time is what qualitative.
- 51:49Longitudinal work can do addressing
- 51:52this idea of mutual reflexivity.
- 51:54Like it's it's not just I clearly
- 51:57bring myself to the interviews,
- 51:59as we all do when we do qualitative
- 52:01research in in my mind,
- 52:02like this idea of Co construction.
- 52:05And it provides a safe space
- 52:06for the participants of this if
- 52:09there's mutual we're both learning,
- 52:11we're both reflecting, we're both growing,
- 52:13and we're both shaping the this,
- 52:15shaping each other,
- 52:16shaping the study.
- 52:18Using theory is often times helpful.
- 52:22The one caveat being that most of
- 52:25the theories that we use are very
- 52:27like point in time and so sometimes
- 52:31having to go to more of the world
- 52:33of sociology where you or something
- 52:35where has a what has a flow in it,
- 52:38has movement,
- 52:39a lot of our theories are pretty static
- 52:44and then making a longterm commitment.
- 52:47I talked in the beginning about
- 52:50this being slow research.
- 52:54It's slow. It's slow going.
- 52:59But again, I I think the the reason I
- 53:02do it is because there are things that
- 53:04we learn from this kind of work that
- 53:06you won't you won't really learn cross
- 53:09sectionally because of that element
- 53:11of time or you won't learn as well.
- 53:14The one thing I think I'm working
- 53:16with my colleague Amico,
- 53:18and one thing that we're learning
- 53:20from longitudinal work is that
- 53:21empathy doesn't really decline.
- 53:25I would say what we when we
- 53:27follow people through time,
- 53:28it definitely changes.
- 53:31But understanding who they were,
- 53:33where they are, what they're going
- 53:35through as they go through medical school,
- 53:37it's hard to say for us that it declines.
- 53:40We can certainly say that it changes.
- 53:43And so that's something that I
- 53:44picked up and some of my work
- 53:46that she's picking up now.
- 53:48So that would be pretty.
- 53:50I think it's always fairly revolutionary
- 53:52to push back on some of that more
- 53:56quantitative survey cross-sectional
- 53:58data around empathy declining.
- 54:01So we'll see maybe that that that's the
- 54:04power of the longitudinal work right there.
- 54:06But I see we're almost at
- 54:09the top of the hour,
- 54:10but I'm certainly open
- 54:12to any other questions.
- 54:13Comments
- 54:18I last one I I love the idea of doing
- 54:20longitudinal qualitative research
- 54:21and we're trying to embed it into
- 54:24some of our intimate partner violence
- 54:26work as I've talked to you about.
- 54:28But just wanted to talk about sort
- 54:30of have you had any challenges with
- 54:31like either funding for this kind
- 54:33of work or even publishing sort of
- 54:35work that's based on such small
- 54:37numbers of you know even though it's
- 54:39sort of large amounts of time but.
- 54:42Potentially a very, very small sample size.
- 54:44Yeah it it sure there are there are
- 54:46challenges I mean I think maybe 80 you
- 54:48could speak to this too like I didn't
- 54:53a lot of the work that I do the certain
- 54:55that the the study that with the medical
- 54:58students that was at Columbia this study
- 55:00in the Masters program sort of taken
- 55:02under the guise of program evaluation.
- 55:05So getting some funding source
- 55:07sort of start that.
- 55:09Asking some program evaluation
- 55:11questions in the you know,
- 55:13shut off the tape,
- 55:14ask the program evaluation questions,
- 55:15get the information you need.
- 55:17And so dovetailing it is is
- 55:20probably the the best way.
- 55:22I know Lizzy in Dundee has gotten
- 55:26some major funding around COVID
- 55:29and Doctors Wellness and COVID.
- 55:33And so that was that was there,
- 55:34but it was like a six month sort
- 55:36of emergency blast and then
- 55:37they got another six months.
- 55:38So sometimes if you're going for funding
- 55:41it could be a little piece meal.
- 55:43But again you're you don't have to do a
- 55:46longitudinal study for three years if you're,
- 55:48you know, make it, make it, make it doable.
- 55:51And the same thing with numbers,
- 55:53you got to make it doable because if you're,
- 55:58you know,
- 55:58you start out with an end of you know, 15.
- 56:02Your third round,
- 56:03you're already up to almost 50 interviews,
- 56:05and that's a lot.
- 56:07That's a lot. So yeah,
- 56:09we've got to get over the numbers thing.
- 56:12And.
- 56:13And and yes, yes, it is an issue.
- 56:16What I've tried to always do in writing
- 56:18is to say, yeah, I had six people,
- 56:2012 years,
- 56:2280 interviews.
- 56:23Thank you.
- 56:26Yeah, you do it and then
- 56:28you can criticize me.
- 56:29But what's one of the reasons
- 56:30why I'm writing a book?
- 56:30Because I can no longer.
- 56:32I can no longer get this that what?
- 56:36What if I want to tell the bigger picture?
- 56:39I can't do it in 3000 words, and I'm.
- 56:42I'm tired of chunking it up into writing only
- 56:45a little piece or picking only a few people.
- 56:48So it's it's it's it is what it is.
- 56:51It's forcing me out of of academic
- 56:54writing and into creative nonfiction.
- 56:58That's great, but that's me.
- 57:02Thank you so much.
- 57:03This this is amazing to me.
- 57:05Thank you. Thank you.
- 57:06What an example of agency,
- 57:08right? Yeah.
- 57:11You got to do. Yep.
- 57:12Yep. And I get it.
- 57:13It's if I say anything,
- 57:15you know, the idea of story.
- 57:17So even if you're interested in
- 57:18thinking of or doing longitudinal work,
- 57:21just keep in the back of your mind
- 57:23this idea of narrative analysis and
- 57:25keeping the story story together.
- 57:29That can be really powerful. Stuff. So
- 57:35thank you so much.
- 57:36Enjoy the rest of your day.
- 57:38Thanks for having me.
- 57:39Thank you so much. Story. Absolutely.
- 57:43I'll be in touch. All right.