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Lecture 11: Analyzing data and its implications in Indian narratives: Methods and methodology

IIT KANPUR-NPTEL · 4,097 words · 19 min read

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0:04[music]

0:09[music]

0:20>> Hello everyone. I hope you're doing

0:22well. I welcome you to my course

0:24introduction to medical humanities.

0:26In the last unit we tried to map the

0:31historical trajectory of how we can

0:33divide the Indian health care

0:36alongside

0:38global health care and we looked into

0:41how the division can be made into four

0:44ways.

0:45We categorized it as indigenous, which

0:48is pre-colonial. We moved on to colonial

0:50followed by post-colonial and then the

0:53very recent COVID-19 pandemic as

0:56important timeline markers that decided

1:00or made

1:01the significant point in the health care

1:05practices of

1:06India. Now in this particular lecture,

1:09which is

1:10the

1:12last of the theoretical units I can say

1:15after which we will move to four units

1:18that will specifically talk about the

1:20literary and cinematic texts. What we

1:23are going to do is we are going to

1:25discuss

1:26the research methodology part of

1:29analysis. If you can see on your screen,

1:32my lecture 11 is titled analyzing data

1:35and its implications, methods and

1:38methodology. In the case of medical

1:40humanities, most of the time the data is

1:44qualitative.

1:46Unless sometimes you try to map it with

1:50the data that is already available. In

1:52fact, if you look at my research, you

1:55will find that in order to authenticate

1:59sometimes or map it sometimes with the

2:03original data that is available or

2:05anthropological data that is available,

2:07I have tried using or utilizing someone

2:12else's research which is empirical in

2:14nature along with what I have done which

2:17is very theoretical.

2:19Before I move on, I will quickly also

2:22talk about what I what you mean by

2:24methods and methodology. So methodology

2:27usually is a very broad term,

2:30the broader framework, the theoretical

2:32framework and methods are considered to

2:34be the tools and techniques which you

2:37use to

2:39uh

2:40align with the theoretical framework

2:42that you are talking about. Now in this

2:45case, the first lecture which is today's

2:47lecture, I will go ahead with the method

2:49part more and then follow it up with

2:52four lectures, one discussing

2:55reproductive justice, the other

2:57discussing ableism, the third talking

2:59about mental health, and then follow it

3:03up finally with something which is

3:05related to a kind of a mixed area. So

3:09this is precisely what I am going to do

3:12in

3:13this particular unit. Before I begin, uh

3:16let me take you through the overview of

3:19the slide which is here. I straight away

3:22move to what I want to say in terms of

3:25the introduction to this particular

3:27lecture.

3:28So

3:29the first question that we begin with in

3:33this particular unit which talks about

3:36how to analyze data and what are the

3:38implications of analyzing the data which

3:41is so qualitative in nature. In our

3:43case, it is literary and cinematic

3:45narratives, what is it that we will do?

3:48Now when you think of why narrative

3:51matters, we have been discussing this

3:54that there is socio-cultural economic

3:58context that shapes the biomedicine. And

4:01therefore, what narrative does to

4:03medical humanities is that it provides

4:06it with a context. It provides it with a

4:10thematic

4:12comprehension of the issue that we are

4:14dealing with.

4:15So, the first of the points that we can

4:18make here is that of how biomedicine

4:22prioritizes biological mechanisms and

4:25predictability, but what does humanities

4:28do? Humanities foregrounds culture,

4:32inequality, and belief. So, in this

4:34sense, without this broader perspective,

4:38the patients risk being reduced to what

4:40happens as the irrational or disordered

4:43other.

4:45Concepts such as reflective practice and

4:47self-awareness are connected to the idea

4:50of narrative medicine.

4:52Now,

4:53these

4:54concepts, these ideas, promote what has

4:57been called the narrative competence,

4:59and I have earlier mentioned also about

5:03narrative competence, which is ability

5:05to interpret patient stories.

5:07There was one experiment that happened

5:09in 1971. It's called the Stanford Prison

5:12Experiment, and in this particular

5:16experiment, ordinary individuals could

5:19adopt harmful behavior when placed in

5:22positions of authority within an

5:24institutional setting was assigned. What

5:26happened that participants were assigned

5:29the role of prison guards

5:31who began to mistreat those assigned as

5:33prisoners, even though the entire

5:36situation was simulated. Simulated as in

5:39imagined.

5:41Literature, philosophy, and cinema

5:43allows us to imagine scenarios that

5:46cannot easily be tested in scientific

5:48research. Finally, what is the main

5:51claim that you know, narrative examines

5:54questions of life extension and meaning.

5:57What does this mean that

5:59there is a narrative and they are

6:02designed to construct, explore, and

6:05reflect on human narratives with broader

6:09dimensions that you can think about in

6:11the field of medical humanities.

6:14At some point of time, I spoke about

6:17interdisciplinary and I spoke about deep

6:19entanglement. I combine both here

6:22because like I mentioned in the

6:24introduction of this lecture that uh

6:26sometimes while you are analyzing the

6:29qualitative data, which is uh the short

6:31stories or the novels or the memoirs or

6:35media, uh any form of case study that

6:38you are choosing, there is a possibility

6:41that you make it interdisciplinary by

6:45fusing it with

6:47data that is available in different

6:49other fields. So, while your theme

6:52remains the same and it's all catering

6:54to the theoretical framework you have

6:56adopted to and the content that you are

6:59kind of analyzing, but at the same time,

7:02this kind of interdisciplinary edge

7:05gives your research or gives your

7:07reading a more vantage point. So, if you

7:10look at the uh I mean, important debate

7:14in medical humanities, it concerns how

7:17different disciplines should actually

7:19work together.

7:21Scholars such as Evans H. Martin and

7:24Jane Macnaughton argued that

7:27interdisciplinary should imply that

7:29scholars move beyond their disciplinary

7:31frameworks and build perspectives that

7:34combines methods and insights from

7:37different fields. And it is also

7:39necessary because illness cannot be

7:42separated into biological,

7:44psychological, and social parts. Now, if

7:48you look at your screen, it I have made

7:50a kind of a chart to show you why

7:52interdisciplinary is necessary because

7:54even if we think in terms of illness or

7:57we think of it as a patient concerned

8:00matter, we will find that patients also

8:03exist within emotional, cultural, and

8:06social networks. So, combining these two

8:09parts perspectives become important in

8:12the case of medical humanities because

8:15there has to be an integration that

8:18should happen. The term assumes

8:21disciplines are stable separate units,

8:23and therefore, when you look at the

8:27narratives, you have to think of it in

8:30one combination or the other.

8:33Additionally, when you look at the

8:36problem of interdisciplinarity,

8:39scholars began using concept of

8:41entanglement.

8:43In an essay titled Living in a

8:45post-humanist material world, Karen

8:47Barad explains entanglement using a

8:50famous thought experiment from quantum

8:53physics. It's called Schrödinger's cat.

8:56In this experiment, what happens is that

8:58a cat is placed and cat is placed inside

9:02a sealed box. You can see it here.

9:04And then, what happens is that the box

9:07also contains a radioactive atom that

9:10has 50% chance of decaying within 1

9:13hour.

9:14If the atom decays, a mechanism breaks a

9:16flask of poison, which kills the cat. If

9:19it does not decay, the cat remains

9:21alive. Until the box is opened, however,

9:24we cannot know the outcome. Now, quantum

9:26theory suggests something unusual here.

9:29The cat cannot simply be described as

9:31alive or dead before observation.

9:34Instead, the system is described by an

9:36equation that combines both possibility.

9:39Therefore, the

9:41situation of cat is actually

9:44indeterminate. What will happen? We just

9:46do not know. So, what you see as

9:49something which is clearly bounded

9:53entity, which is a cat, for instance,

9:55does not exist independently of the

9:58process that defines and measure it. The

10:00boundaries that allows us to say this is

10:02the cat, this is its life state, only

10:05emerges through specific interactions or

10:08intra-action. What does this mean? That

10:11entities become distinct through

10:12relations that constitute them. That you

10:15are a product of the system that you are

10:19coming from.

10:20So, in the case of this cat experiment

10:23also, you cannot just be very sure of

10:26what is going to happen. Similarly, the

10:29implication of this experiment in

10:32medical humanities is that when we talk

10:34about either patients, disease, body,

10:37life, they are not very stable objects.

10:40In fact, they define and decide their

10:43position. They find their position,

10:45rather, in terms of different other,

10:49you know, the way in which the

10:51incubation is kind of taking place. They

10:53emerge within technologies,

10:55institutions, language, and culture

10:58broadly, but then there are more aspects

11:01that we can talk about.

11:04The first reading method that I can talk

11:07about in medical humanities while you're

11:09dealing with either the literary text or

11:12the cinematic text or maybe an

11:14advertisement,

11:15uh,

11:16any form of, uh,

11:19method that you have chosen to analyze,

11:21you will find close reading as the most

11:24useful form of reading. Now, in close

11:28reading, what do you do? It is a core

11:31method of literary studies, often

11:34described as the central method of

11:37literary analysis. What happens in

11:39close? So, close is close, you know? So,

11:42though it's as physically close, but

11:44what you have to do is you have to read

11:47the text minutely. What does this mean?

11:49I will come to it. Now, before I come to

11:52what close reading means, let me quickly

11:54talk about where it originated and what

11:57it is like. So, the origins are in new

12:00criticism or some of the famous

12:02theorists who discussed close reading

12:05methods are John Crowe Ransom, Cleanth

12:08Brooks, Robert Penn Warren. Most of the

12:10people who are either from the

12:12discipline of linguistics or language or

12:14ELT or literature or maybe any of these,

12:17I mean, disciplines that require you to

12:19read text from literary and cinematic

12:22narratives will know this method. But,

12:25for others also, it's a very useful

12:27method of examination and analysis. So,

12:31in close reading, what do you analyze?

12:34You not only look at You must have read

12:37of the phrase in between lines. So,

12:39close reading is also like that. It is

12:41like reading in between lines, but in a

12:44very structured kind of a way where you

12:47have language, structure, imagery, tone,

12:52irony, rhythm. And when you take into

12:55account one or the other or more,

12:59there is a meaning that emerges from the

13:01textual detail. So, something which you

13:03have read just on the basis of

13:05superficial language might appear to you

13:08something else, but when you start

13:10looking into the imagery or anything

13:13else, you find more meaning. Like when I

13:16was reading

13:18a particular novel called Jhumpa

13:19Lahiri's The Namesake, the detailing of

13:22the kitchen stayed in my mind, you know?

13:24She talks about blue cupboard. So,

13:27Jhumpa Lahiri in her novel Namesake

13:29talks about a blue cupboard in the

13:31kitchen. And somehow, even when the

13:33novel was complete, I thought of that

13:37particular

13:38uh cupboard. So, you know,

13:40these little detailings that you come

13:43across uh especially in the field of

13:45medical humanities becomes important

13:47because image speaks for the person as

13:51well. Speaks for the narrative. Speaks

13:53for the context. Hence, when you come

13:56across uh the cases of

13:59analysis, there is a productive

14:02attentiveness to language that is

14:03required because it is where the

14:06interplay of saying and meaning is

14:09happening.

14:10Not necessarily what is written is what

14:12is meant. I will give you some examples

14:14in subsequent slides. Why it is uh

14:17important? Because in medical ideas,

14:20they are circulated through novels,

14:22memoirs, narratives, films. And all of

14:26them represent the one that we analyze,

14:29represent illness, bodies, doctors, and

14:32care in a broader context. And

14:34therefore, close reading is a

14:36appropriate method of analysis in

14:38humanities.

14:41The second uh is

14:44how we look for close reading. I'll just

14:48give you some more examples. One example

14:51from Armadale by Wilkie Collins. And

14:54also talk about what is the analytical

14:56process.

14:58Now, I spoke about methodology and

15:01methods. So, this is now how do you go

15:03about it? The method of uh close

15:06reading. So, you have to read the

15:09passage multiple times.

15:11Identify what are your keywords and

15:14phrases.

15:15Examine denotation. Denotation is the

15:18literal meaning. What is the

15:20literal meaning, actual meaning of the

15:22word given.

15:24But you also think about connotations,

15:28the cultural associations. Like when

15:30somebody says a particular word,

15:33you know that there can be more meaning

15:35to that, just as you it happens in our

15:38day-to-day life. In close reading too,

15:41we have to look we have to understand

15:43beyond what language says. And connect

15:46it to larger cultural meanings. What

15:49does this mean? This mean two things.

15:52Our understanding of a particular word

15:56depends on the culture we belong to,

15:59number one.

16:01And the second, each culture will assign

16:04a different kind of meaning to a

16:06particular kind of language set. So,

16:09these two things we have to keep in

16:11mind, and that is why even in the case

16:14of India, some words you will think of

16:17in different language and find them

16:19funny. In your own language, maybe it's

16:21very serious. So, there can be huge

16:23amount, and that is one big area in

16:25translation studies even now. But

16:28those are things that you have to keep

16:30in mind while you are reading a text in

16:32the case of medical humanities, because

16:35it is about disease, illness. It runs

16:37the risk of being misjudged. So, you

16:39have to be very careful.

16:42Let us take this example, Armadale.

16:45What happens in this particular

16:47novel? You will find that

16:50cabinet of poisons used in medicine. So,

16:53it says "Rows of little shabby bottles

16:56containing the poisons used in

16:58medicine."

16:59In this,

17:00it reveals the broader tension. What is

17:03poison? Poison is medicine. And you will

17:06find its references in Victorian

17:08culture. Why does it matter? It matters

17:11because it links language to social

17:13ideas about medicine. So, you see, when

17:17we discussed language as metaphor, you

17:19find that it's the poison is also

17:23connoting something else, which is

17:25medicine.

17:26It explores themes of trust, risk,

17:29professional authority.

17:31What is the limitation of this

17:33understanding? That in earlier,

17:36uh you know, new criticism, they ignored

17:38the historical context. And like I said,

17:41when we are moving towards human rights

17:43model, where health is a human right, we

17:46have to encompass also the historical

17:49trajectory. And that is why when I took

17:52up the last unit, I mentioned very

17:56clearly that we are going towards

17:58right-based model, which is a major

18:00shift in the understanding of how

18:02humanities or humanities has made an

18:04impact on the medical science.

18:07In that sense, uh medical humanities

18:10combines close reading with historical

18:12and cultural analysis, something that we

18:14have emphasizing on over a period of

18:17time now.

18:19Now, uh

18:20how does

18:22language then becomes important? We have

18:25We will discuss it all the more, but

18:26here I take a couple of examples. If you

18:29look at metaphors, which is dependent on

18:32language mostly, it shapes medical

18:34meaning. Why? Because it's not just a

18:37language, but ethical interpretation and

18:40communication.

18:42It talks more than what is represented.

18:45And it also gives a

18:48theoretical insight. Why? Because

18:50sometimes when these metaphors are

18:53there, there is a gap sometimes that

18:55language can create. These metaphors

18:58fill that gap. I'll explain you quickly

19:01when I'm giving you the example. Why

19:03does it matter? Because there are

19:06metaphors influencing clinical

19:08decisions, ethics, and power relations

19:11between doctors and families. Let us

19:13take this example. It is an example from

19:16Sheryl Mattingly's uh research uh and

19:19the case study is NICU ethnography.

19:22Now, in this particular case, what

19:24happened uh that there is a infant,

19:27Darlena, and she is having spina bifida,

19:31and many surgeries have happened, and

19:34the infant is not in a good state to

19:37survive. And therefore, there is a

19:39debate that is happening between the

19:42doctors whether they should take a DNR

19:45decision. So, uh when the nurse comes to

19:49the family uh and says this to the

19:51mother, and I quote, "Your daughter will

19:54be a vegetable."

19:56So, what does this mean? The vegetable

19:58here means that she will be in a

20:01vegetative state. Now, this is a

20:03metaphor which is recurrently used in

20:05medicine. This means that the person

20:07will not be in a state of conscious

20:09cognition.

20:11The mother, on the other hand,

20:13when, you know, the nurse tells that uh

20:16the daughter will be a vegetable, she

20:18responds, "We will be her garden. She

20:21will grow."

20:22Now,

20:24the same metaphor, the same

20:27interpretation,

20:28which in the mind of the nurse or in the

20:32field of biomedicine is a state of no

20:36life, in the case of mother, it becomes

20:39a symbol of life. So, there is two

20:41contrasting image that we have to think

20:43about, and

20:45there is where the the cultural context

20:48also comes into play. So, they the nurse

20:51was speaking from a point of view in

20:53which the clinical space is used this

20:56metaphor, but for the mother, the moment

20:58she came to know that it's a vegetable,

21:01and she thinks of it as having life, and

21:04how she can nurture her daughter, and

21:06she'll grow is what she thinks of.

21:09How does this metaphor analysis

21:10framework work? Two things. A familiar

21:13concept

21:15is the source domain where the there are

21:17plants, the target domain is human

21:19condition, illness. So, the vegetable is

21:23the source of reflecting a human

21:26condition. A conceptual metaphor could

21:29be people are plants. And therefore, if

21:32you think of it in the interpretative

21:34insight, you find the same metaphor with

21:37different meaning. So, you see the

21:39vegetable at the same time signified,

21:43you know, life. And in other metaphor,

21:45it did not. So, if you have read at some

21:48point of time deconstruction theory, you

21:51will find the whole importance of what

21:54signifies the signifier and the

21:56signified method also. I think maybe you

21:58can just

22:00search for these terms. You will find

22:02more meaning out of the signifier

22:04signified. Clinical view is that there

22:06is lack of cognition, and parental view

22:09is of growth and care. So, so the same

22:11kind of metaphor finds different meaning

22:15for two parties is what we come across

22:17here.

22:19Why is metaphor analysis important in

22:21medical humanities? Because they can

22:22explain complex medical and biomedical

22:25process.

22:27There are very common examples like

22:29mitochondria is energy factory, cancer

22:32is battle, drugs as magic bullets. So,

22:35you know, there are quite a few metaphor

22:38that you can think of. In fact, what why

22:40don't you do one thing? After this class

22:43is over, maybe you can jot down 25 words

22:47that are used in medical science, but

22:50they they are written differently, but

22:52they mean differently. So, I give you

22:54three examples here. Maybe you can have

22:56more.

22:57Now, what do they do? They shape patient

22:59and societal understanding of illness

23:02and treatment. So, you know, any day if

23:05somebody has died, it is easier for us

23:08to say he's passed away or she's passed

23:10away than saying that the person is

23:13dead. So, you know, you you

23:16around disease, you use many words that

23:18are there.

23:21Now, when you think of uh clinical

23:23communication and medical training,

23:26these words become handy and they reveal

23:28embedded assumptions. Uh say for

23:31example, gendered language in biology

23:33textbooks. Now, this is a quick metaphor

23:37uh usage table I can think of. Uh pretty

23:41much self-explanatory. You identify the

23:43metaphor. You map the source and target

23:46domains. You examine the entailments,

23:49which means the implications. You

23:51investigate the cultural context. You

23:54interpret the metaphor within its

23:56broader narrative meaning. And what does

23:57it do? It develops a critical reading.

24:01Now, uh when you think of limits and

24:04challenges of metaphor analysis, I speak

24:07about quite a few things here that

24:09metaphors are context-dependent, which

24:11means that a context is required. There

24:14is no universal rule for language

24:17because it can depend on different kind

24:20of language sets, the source language

24:22set.

24:23The interpretations can be provisional,

24:25so which means that even within one

24:27culture, you can find different set of

24:29meanings

24:31of the same word and

24:34depending on their disciplines. And

24:37the cultural and historical framework is

24:39also to be taken care of when you are

24:42interpreting a meaning. Like say for

24:44example, uh social distancing uh was not

24:47a word in our dictionary before the

24:49COVID-19 pandemic hit. Now,

24:52most of us know about it. Uh and of

24:54course, in all this, inclusivity plays a

24:57very vital role. Why stories matter in

25:00moral decision-making, you will find

25:02that there is

25:04a gap between traditional bioethics and

25:06narrative ethics.

25:07What does traditional bioethics do? It

25:10talks about what decision. Broadly

25:13speaking, it it discusses what is the

25:16decision to be made, which means what is

25:18right and what is wrong. However, in the

25:21narrative ethics, the shift is not

25:24towards what decision should be made. It

25:26is like how did you arrive at this

25:28decision?

25:29This means that the moral problems are

25:33embedded within lived stories, not

25:35abstract principles, and therefore you

25:38think of

25:40the dilemmas of this decision-making

25:43through family history, illness

25:45trajectory, institutional pressures,

25:48emotions. And all this

25:51kind of move the narrative or move the

25:54decision towards what is ethical and

25:57what is not. So, sometimes it can happen

25:59that this is ethical for someone, but

26:01the same situation for somebody else

26:03might be non-ethical.

26:06How narrative ethics work? There are

26:08four points that you have to take into

26:10consideration here,

26:12which are also four key elements of

26:14storytelling. I will not go much into

26:16the detail because I will eventually

26:18take it up in the next unit.

26:21You talk about voice, you talk about

26:24character, you discuss plot, and finally

26:26what is going to happen in terms of

26:28resolution.

26:30Quickly, life writing is extremely

26:34important in medical humanities because

26:37you identify the corpus of life writing

26:39text. Now, life writing texts

26:42claim certain kind of authenticity. So,

26:45you must understand that when you

26:47formulate research questions on illness

26:50identity or practice, you have to review

26:52the existing scholarship as well. You

26:55select and closely read passages,

26:57analyze patterns, themes, compare

26:58multiple narrative, and apply any

27:01theoretical lens that you talk about. In

27:03life writing, an important concept is

27:06pathography that you must understand.

27:08What does pathography do? It is

27:10autobiographical narratives of illness,

27:13treatment, and death. And just by

27:16narrating if I can if I can talk about

27:18it in simple terms, what happens? By

27:21writing, there is a

27:24sense of therapy that is happening. That

27:27is what pathography primarily in an easy

27:30language means. It draws on cultural

27:33metaphors and shared storytelling form.

27:35There is a sense of sharing that

27:37happens, and that is what primarily

27:39happens. And that is why you will see

27:41that many of the life writing texts are

27:45used in medical humanities. In fact,

27:46when I move on to my unit four to unit

27:50eight, I will analyze quite a few

27:52memoirs to explicate what I am trying to

27:55say within the scope of medical

27:57humanities.

27:59Films I'm analyzing quite a few films in

28:03the later course of this particular

28:05course.

28:06So, films become important because when

28:09you talk about

28:11medicine, they operate within visual

28:13culture, and film captures and shapes

28:17this. So, what does film do? It allows

28:20you

28:21to see how a particular culture reflects

28:25that particular medicine. And how

28:28medicine looks at patients. So, these

28:30two, the medical gaze is given

28:32importance, and in this perspective,

28:35cinema constructs ways of

28:38seeing a particular disease via camera

28:41angles, framing, editing perspectives,

28:44analyzing these film or

28:48these health scapes

28:50is an intersection of medical knowledge,

28:52technology, media, and public anxiety.

28:55So, all this comes together when we

28:57think of how films become a tool to

29:01analyze the culture of medicine.

29:05You have to think of

29:07when you read a film, you have to think

29:09of analyzing the language, which means

29:12the formal elements of the film. You

29:14have narrative, you have cinematography,

29:17you have mise-en-scène, you have editing

29:19and sound.

29:21You have a five-step framework where you

29:23annotate scenes.

29:25Again, you know, annotation I spoke the

29:28literary meaning.

29:30The definition of the research focus,

29:32which means what is going to be your

29:34theoretical framework. The close reading

29:36of scenes, you pick up scenes that are

29:38important to your narrative. The big

29:40picture analysis, broader overarching

29:42narrative. And then, of course,

29:45the contextual interpretation.

29:48That is where I will end, and I think I

29:51will take it up

29:53the themes that we will be analyzing in

29:55the next class. Thank you.

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