A Visual–Emotional Analysis of Perception in the Homes of Chronic Patients during Confinement by COVID-19 in Spain
Abstract
:1. Introduction
2. Theoretical Framework
2.1. Visual Methods in Qualitative Research
2.2. Sentiment Analysis to Understand Emotions
3. Materials and Methods
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- An image that defined the teleworking space at home (T1), or, failing that, an image that represented the space in which they spent most of their time (T2);
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- An image that reflected the least pleasant aspect of their home (T3);
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- An image that showed the most comfortable domestic space for them (T4).
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- What do you see in the picture? (Q1);
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- What is happening in the picture? (Q2);
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- Why did you take this picture? (Q3);
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- What does this picture express about your life now, during confinement? (Q4);
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- What message could this picture give to other people, to improve their lives? (Q5).
3.1. Participants and Procedures
3.2. Data Collection
3.3. Data Analysis
4. Results
4.1. Visual Analysis
4.1.1. Selection of Photos
4.1.2. Categorization of Photos
4.2. Textual Analysis
4.2.1. Labels
4.2.2. Narratives
4.2.3. Most Relevant Verbatims
4.2.4. Sentiment Analysis
5. Discussion
6. Conclusions
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Acknowledgments
Conflicts of Interest
References
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Participant Code | Gender | Age Group | Chronic Disease | Patient Association |
---|---|---|---|---|
1 | Woman | 55–64 | No | Yes |
2 | Woman | 45–54 | Yes | Yes |
3 | Woman | 55–64 | No | Yes |
4 | Woman | 45–54 | Yes | Yes |
5 | Woman | 25–34 | No | Yes |
6 | Woman | 45–54 | Yes | Yes |
7 | Woman | 55–64 | Yes | Yes |
8 | Woman | 35–44 | Yes | Yes |
9 | Woman | 45–54 | No | Yes |
10 | Man | 45–54 | No | Yes |
11 | Woman | 55–64 | Yes | Yes |
12 | Man | 65–74 | Yes | Yes |
13 | Woman | 25–34 | Yes | Yes |
14 | Man | 45–54 | Yes | Yes |
15 | Man | 55–64 | Yes | Yes |
16 | Woman | 45–54 | Yes | Yes |
17 | Woman | 55–64 | Dk/Da | Yes |
18 | Woman | >74 | Yes | Yes |
19 | Woman | 35–44 | Yes | Yes |
20 | Man | 65–74 | No | Yes |
21 | Man | 45–54 | Yes | Yes |
22 | Man | 65–74 | Yes | No |
23 | Man | 35–44 | No | Yes |
24 | Woman | 45–54 | Yes | Yes |
25 | Woman | 45–54 | Yes | Yes |
26 | Woman | 45–54 | No | Yes |
27 | Woman | 25–34 | No | Yes |
28 | Woman | 45–54 | No | Yes |
29 | Man | 35–44 | Yes | No |
30 | Woman | 45–54 | Yes | Yes |
31 | Woman | 55–64 | Yes | Yes |
32 | Man | 35–44 | No | Yes |
33 | Woman | 55–64 | No | Yes |
Concept/Category | Subcategory | Frequency |
---|---|---|
Lighting | Natural | 6 |
Enough | 6 | |
Furniture | Adequate | 4 |
Inadequate | 4 | |
Computer | Desktop | 4 |
Laptop | 3 | |
Window | Adequate | 4 |
Open | 2 | |
Solar device | Blind | 3 |
Surrounding | Bookshelf | 3 |
Vegetation | 2 | |
Use type | Exclusive | 3 |
Eventual | 2 | |
Shared | 2 |
Concept/Category | Subcategory | Frequency |
---|---|---|
Lighting | Natural | 19 |
Adequate | 15 | |
Inadequate | 4 | |
Organization | Tidy | 16 |
Loaded | 11 | |
Clear | 7 | |
Messy | 1 | |
Activity | Rest | 11 |
Reading | 6 | |
Computer | 6 | |
Music | 5 | |
Television | 4 | |
Cooking | 3 | |
Plants | 3 | |
Stay | Bedroom | 5 |
Living room | 5 | |
Kitchen | 2 | |
Office | 2 | |
Dining room | 2 |
Concept/Category | Subcategory | Frequency |
---|---|---|
Lighting | Natural | 13 |
Adequate | 11 | |
Inadequate | 6 | |
Artificial | 4 | |
Organization | Loaded | 9 |
Tidy | 9 | |
Untidy | 3 | |
Clear | 2 | |
Lack | Freedom | 6 |
Company | 4 | |
Space | 4 | |
Motivation | 4 | |
Thermal comfort | 2 | |
Lighting | 2 | |
Terrace | 2 | |
Size | Reduced | 4 |
Large | 3 | |
Views | Buildings | 3 |
Nature | 2 | |
Activity | Uncomfortable rest | 2 |
Observe | 2 | |
Stay-at-home | 2 | |
Telework | 2 | |
Stay | Dining room | 2 |
Bedroom | 2 | |
Hall | 2 |
Concept/Category | Subcategory | Frequency |
---|---|---|
Lighting | Natural | 11 |
Adequate | 9 | |
Inadequate | 3 | |
Organization | Tidy | 11 |
Loaded | 6 | |
Clear | 5 | |
Location | Interior | 9 |
Exterior | 4 | |
Preferences | Rest | 6 |
Plants | 5 | |
Freedom | 4 | |
Internal leisure | 3 | |
Family meeting | 3 | |
Safety | 2 | |
Stay | Living room | 5 |
Office | 2 | |
Views | Garden | 4 |
Telework (T1). Word Clouds for Photo Tags. | |||
---|---|---|---|
Word | Frequency | Percentage | |
comfort | 4 | 11.76 | |
house | 3 | 8.82 | |
room | 2 | 5.88 | |
space | 2 | 5.88 | |
study | 2 | 5.88 | |
activity | 1 | 2.94 | |
balcony | 1 | 2.94 | |
brightness | 1 | 2.94 | |
day | 1 | 2.94 | |
ergonomics | 1 | 2.94 | |
Other occupational spaces (T2). Word clouds for photo tags. | |||
Word | Frequency | Percentage | |
room | 5 | 7.94 | |
comfort | 4 | 6.35 | |
bedroom | 3 | 6.35 | |
home | 3 | 4.76 | |
kitchen | 3 | 4.76 | |
break | 2 | 3.17 | |
calm | 2 | 3.17 | |
confinement | 2 | 3.17 | |
leisure | 2 | 3.17 | |
light | 2 | 3.17 | |
Uncomfortable domestic aspects (T3). Word clouds for photo tags. | |||
Word | Frequency | Percentage | |
dark | 3 | 4.62 | |
door | 2 | 3.08 | |
heat | 2 | 3.08 | |
house | 2 | 3.08 | |
lack | 2 | 3.08 | |
small | 2 | 3.08 | |
terrace | 2 | 3.08 | |
aggressiveness | 1 | 1.54 | |
air | 1 | 1.54 | |
always | 1 | 1.54 | |
Comfortable spaces (T4). Word clouds for photo tags. | |||
Word | Frequency | Percentage | |
life | 3 | 6.82 | |
relax | 3 | 6.82 | |
break | 2 | 4.55 | |
leisure | 2 | 4.55 | |
liberty | 2 | 4.55 | |
living | 2 | 4.55 | |
natural | 2 | 4.55 | |
room | 2 | 4.55 | |
tranquility | 2 | 4.55 | |
beauty | 1 | 2.27 |
Question | Participant Code | Verbatim |
---|---|---|
Telework spaces (T1) | ||
Q1 | 1 | “My day to day since I am confined” |
Q2 | 8 | “I am working at the table in the living room of my house where I used to have family meals” |
Q3 | 23 | “That is the office when I can work alone, but I have a son with whom I have had to work at the table in the living room” |
Q4 | 28 | “I have to telecommute and I have looked for the place that allows me to have the most joy for the eyes, the most light and airy, as well as the widest.” |
Q5 | 33 | “It is important to separate the workplace from the rest of the living space” |
Other occupational spaces (T2) | ||
Q1 | 16 | “The place where I rest, where I practice many hobbies that my pathology continues to allow me” |
Q2 | 19 | “Food is being made in the kitchen and my daughters are playing in the living room, even though they don’t appear in the photo” |
Q3 | 2 | “Because it is the space that I like the most in my house” |
Q4 | 12 | “It is the place where I read, listen to music and keep in touch with the world” |
Q5 | 16 | “Living differently does not mean living worse, even in illness” |
Question | Participant Code | Verbatim |
---|---|---|
Less pleasant domestic spaces (T3) | ||
Q1 | 31 | “Clothes hanging on the front door, garbage bag and shopping cart at the foot of my bed” |
Q2 | 2 | “You see the street, an insecure place” |
Q3 | 16 | “It’s the worst thing about confinement and chronic illness, having a place to share and no one to share it with” |
Q4 | 2 | “I am without the freedom to go out without fear” |
Q5 | 17 | “To avoid tossing and turning in bed, I wait in my armchair with the TV even though I don’t watch it” |
Most comfortable spaces (T4) | ||
Q1 | 19 | “The sofas in the living room. And that the coffee table is in the corner to leave more free space” |
Q2 | 28 | “The sofas are waiting to celebrate a meal or family reunion as soon as the day is over, to rest, to watch a movie or listen to pleasant music” |
Q3 | 17 | “Because the telephone next to the mobile is my joy to be able to communicate. I am afraid that my mobile will be damaged” |
Q4 | 19 | “Although now it’s empty, my daughters were playing in it. During this confinement, despite having much more time for everything because we can’t work, there are four of us at home and I don’t usually get to enjoy it properly until the girls go to bed” |
Q5 | 10 | “It is appropriate to have more naturalized spaces in the home to improve our health” |
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© 2023 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/).
Share and Cite
Navas-Martín, M.Á.; Cuerdo-Vilches, T. A Visual–Emotional Analysis of Perception in the Homes of Chronic Patients during Confinement by COVID-19 in Spain. Architecture 2023, 3, 107-127. https://doi.org/10.3390/architecture3010008
Navas-Martín MÁ, Cuerdo-Vilches T. A Visual–Emotional Analysis of Perception in the Homes of Chronic Patients during Confinement by COVID-19 in Spain. Architecture. 2023; 3(1):107-127. https://doi.org/10.3390/architecture3010008
Chicago/Turabian StyleNavas-Martín, Miguel Ángel, and Teresa Cuerdo-Vilches. 2023. "A Visual–Emotional Analysis of Perception in the Homes of Chronic Patients during Confinement by COVID-19 in Spain" Architecture 3, no. 1: 107-127. https://doi.org/10.3390/architecture3010008
APA StyleNavas-Martín, M. Á., & Cuerdo-Vilches, T. (2023). A Visual–Emotional Analysis of Perception in the Homes of Chronic Patients during Confinement by COVID-19 in Spain. Architecture, 3(1), 107-127. https://doi.org/10.3390/architecture3010008