| Literature DB >> 36078334 |
Daniel Walsh1, Juliet Foster1.
Abstract
Mental health-related anti-stigma strategies are premised on the assumption that stigma is sustained by the public's deficiencies in abstract professional knowledge. In this paper, we critically assess this proposition and suggest new directions for research. Our analysis draws on three data sets: news reports (N = 529); focus groups (N = 20); interviews (N = 19). In each social context, we explored representations of mental health and illness in relation to students' shared living arrangements, a key group indicated for mental health-related anti-stigma efforts. We analysed the data using term-frequency inverse-document frequency (TF-IDF) models. Possible meanings indicated by TF-IDF modelling were interpreted using deep qualitative readings of verbatim quotations, as is standard in corpus-based research approaches to health and illness. These results evidence the flawed basis of dominant mental health-related anti-stigma campaigns. In contrast to deficiency models, we found that the public made sense of mental health and illness using dynamic and static epistemologies and often referenced professionalised understandings. Furthermore, rather than holding knowledge in the abstract, we also found public understanding to be functional to the social context. In addition, rather than being agnostic about mental health-related knowledge, we found public understandings are motivated by group-based identity-related concerns. We will argue that we need to develop alternative anti-stigma strategies rooted in the public's multiple contextualised sense-making strategies and highlight the potential of engaging with ecological approaches to stigma.Entities:
Keywords: behaviour change; communication; culture; data science; mental health; mixed-methods; public health; stigma
Mesh:
Year: 2022 PMID: 36078334 PMCID: PMC9518073 DOI: 10.3390/ijerph191710618
Source DB: PubMed Journal: Int J Environ Res Public Health ISSN: 1660-4601 Impact factor: 4.614
Newspaper Frequency Statistics.
| Media Outlet | Frequency |
|---|---|
| The Guardian/Observer | 119 |
| Google News | 93 |
| Google Search | 92 |
| Daily Mail | 54 |
| LADBible | 41 |
| BBC | 37 |
| Youtube News | 24 |
| ITV | 23 |
| Buzzfeed | 19 |
| Sky News | 18 |
| Channel 4 News | 9 |
Participant demographics.
| Interviews | Focus Groups | ||
|---|---|---|---|
|
| Male | 7 | 3 |
| Female | 11 | 17 | |
|
| Mean | 22 | 23 |
| Range | 18–30 | 18–35 | |
|
| Undergraduate | 13 | 10 |
| Postgraduate | 5 | 10 | |
|
| Psychological and Health Sciences | 7 | 10 |
| Social Sciences and Humanities | 6 | 7 | |
| Natural Sciences | 5 | 3 | |
|
| UK | 11 | 14 |
| EU | 7 | 6 | |
Media TF-IDF rank score quote table.
| TF-IDF Rank | Word | Verbatim Quote |
|---|---|---|
| 1 | Students | “Natasha’s parents have had to turn to the civil courts to seek justice for their daughter. They are determined to try to improve the standard of care provided to vulnerable students around the country.” |
| 2 | University | “The university is overselling a gilded version of student life to woo teenagers—some of whom are not mature enough to cope—in order to land annual tuition fees of £9250. The mother of one victim complained … that Bristol is trying to ‘cover up’ the deaths.” |
| 3 | Mental | “ |
| 4 | Failure | “In a statement read at the beginning of the inquest, Natasha’s mother said she thought that a previously high achieving student would have seen this as “a huge failure” |
| 5 | Year | “The defendant told psychiatrists that he started to receive telepathic messages and considered himself the ‘chosen one’ or ‘Messiah’ in spring last year… |
| 6 | Risk | “ |
| 7 | Suicide | “At the same time we know that Natasha was being badly let down by specialist mental health services who failed to put in place a timely and adequate plan to mitigate Natasha’s risk of suicide.” |
| 8 | Depression | “Mental health professionals have also warned that the sight of the tower from the busy Westway Road also risks traumatising a far wider population, in particular children… thousands could suffer post traumatic stress disorder, which can cause panic, anxiety, depression and flashbacks.” |
| 9 | Help | “With students facing rising mental health concerns and pressures, digital data analytics systems could help universities identify those at risk and provide a timely response” |
| 10 | Housing | “Housing stress is a major cause of mental health issues, yet for the students at UCL it is their own university, a centre of education, that is imposing this upon them… We have the potential to change the balance of the current dynamic in the housing market back to favour the tenants and families currently bearing the brunt of the housing disaster.” |
Focus group TF-IDF rank score quote table.
| TF-IDF Rank | Word | Verbatim Quote |
|---|---|---|
| 1 | Impact | “FG6P2: if you’ve got this person in your environment at work it’s like, “Okay, you’re going to have to work harder because they can’t work,” or you know, they’re having a day off. I think people could be resentful of this very, very quickly. In the same way, if you’re like having your living-in uh, situation impacted by someone on a relatively regular basis, I think people could feel that way.” |
| 2 | Treatment | “FG2P2: They [professionals] can also give some instructions for the patients to, um, I know, well, steps to treat, well, a treatment--for a person in order to--for-for the problem to disappear.” |
| 3 | Environment | “FG3P2: I think it’s really hard to stop that because if you meet someone you don’t know and he can say something--or you might interpret it in a different way. Yeah, there’s a lot of environmental triggers like you know, you--media and all that stuff.” |
| 4 | Awareness | “FG4P3: I think when it comes to awareness is really subjective because it can really--I don’t know it just very--It is quite flexible because some people generally don’t know at all and may struggle to know until someone like a professional or even close family friend or friend in general will tell them what’s actually going on.” |
| 5 | Therapy | “FG5P1: So the first line is, um, typically that we follow the NICE Guidelines… And typically the first line of treatment is psychotherapy- And then if like nothing is sort of like happening, and then maybe try medication… I think there’s a like a harder, uh, connotation with medication-than therapy. Therapy feels soft, doesn’t it. -as opposed to drugs.” |
| 6 | Anxious | “FG3P3: You’re very stressed that day or very anxious that day and it makes you feel better to do some exercise which you can offload from something… fluctuations in mental health can be problematic if you’re like oscillating between very different extremes of feelings.” |
| 7 | Drugs | “FG6P3: I would not know what to do. |
| 8 | Extreme | “FG5P2: They’re already a mess, but they expect you to be extremely clean… It’s why I really--Don’t really like her, I hate her. Yeah. There’s double standards involved.” |
| 9 | Brings | “FG6P2: something in their past or experience that is exacerbated or renewed by a behavior, a presence an image, a smell, whatever it might be there is. It brings all of the past experience to the fore. [chuckles] |
| 10 | Loss | “FG1P1: like lack of motivation, like, just like, appearing sad, you know? That kind of, like, loss of something.” |
Interview TF-IDF Rank Score Quote Table.
| TF-IDF Rank | Word | Verbatim Quote |
|---|---|---|
| 1 | Disorder | P4: “their first image of a mental disorder would be depression, suicidal tendencies and stuff like that.” |
| 2 | Behaviour | P18: “it’s the way things are expressed in terms of behaviour and voice and action. It’s not just thinking, it’s how things are expressed. It’s quite difficult. I’ve known other people who see things so innocently. They are so innocent and almost naive, but that’s just how they rationalize things.” |
| 3 | Children | P3: “With severe ones, they’re putting the risk on everybody. You don’t know what they can do. They could potentially harm you or your children, or it could be a risk to the family… you do not want to discuss anything that’s very sensitive… They could overreact, they don’t know boundaries, they could do anything, like so these are things to associate with mental illness.” |
| 4 | Understand | P14: “You don’t understand why they’re thinking that… You might start thinking negatively about other things as well if they just have that negative perspective.” |
| 5 | Difference | P1: “If I was a friend, I wouldn’t feel annoyed… It’s hard to explain. To them I think when they’re all closed up, they want to be closed up but deep down they’re just unhappy with themselves that’s why they’re closing themselves up. For me, I’m happy in myself, I’m confident.” |
| 6 | Stress | P7: “how do you measure the stress on the brain? There is no way to measure that.” |
| 7 | Mood | P5: “I even have random mood swings sometimes like I’ll be happy for one second and then literally everything gets cloudy and stuff. I feel like--everything feels hopeless. You give up hope in yourself in those moments… and I just think of past failures, and I’m like, what’s the point of doing this” |
| 8 | Social | P6: “Unclean. Very anti-social. Also being like inconsiderate of other people especially at night so having friends over and things like that” |
| 9 | Difficult | P8: “if those were the two poles then the middle bit is like very difficult to distinguish like. I know from personal experience, I’ve gone through periods where, weeks at time capping in up to after two months, I can feel like utter trash and it starts to impact my daily life.” |
| 10 | Awareness | P10: “It’s also a lot of practice on self-awareness and things like that. Just like how someone who is normal, who fell sick, apart from taking medication, in the long run, in order for them not to fall back into getting fever” |