scholarly journals Emotional Reactions to a Mental Health Chatbot Among Adolescents: An Experimental Study (Preprint)

2020 ◽  
Author(s):  
Audrey Mariamo ◽  
Caroline Elizabeth Temcheff ◽  
Pierre-Marjorique Léger ◽  
Sylvain Sénécal ◽  
Marianne Lau

BACKGROUND Psychological distress increases across adolescence and has been associated with a number of important health outcomes, with consequences that can extend into adulthood. One type of technological innovation that may serve as a unique intervention for youth experiencing psychological distress is the conversational agent (CA), otherwise known as a chatbot. Further research is needed on mental health chatbots - notably those designed for adolescents. The experimental mental health chatbot used in this study was designed to support adolescents experiencing psychological distress. OBJECTIVE The current study aimed to assess adolescents’ perceived emotional reactions to questions posed by a mental health chatbot and to evaluate adolescents’ preferences concerning the formulation of the chatbot’s questions. METHODS We recruited 21 adolescents aged 14 to 17 to participate in a pilot study with a 2x2x3 within-subjects factorial design. Each participant was sequentially presented with 96 chatbot questions for a duration of eight seconds per question. Following each presentation, participants were asked to indicate how likely they were to respond to the question, as well as their perceived affective reaction to the question. Demographic data and participant feedback were also collected. RESULTS Participants were an average of 15.4 years old (SD 1.05) and mostly female (60%; 12 females; 8 males). Logistic regressions showed that presence of GIFs (Graphics Interchange Format) predicted perceived emotional valence (β = -.40; P < .001), such that questions without GIFs were associated with a lower perceived emotional valence. Question type predicted emotional valence, such that yes/no questions (β = -.23; P = .03) and open-ended questions (β = -.26; P = .01) were associated with a lower perceived emotional valence compared to multiple response choice questions. Question type also predicted likelihood of response, such that yes/no questions were associated with a lower likelihood of response compared to multiple response choice questions (β = -.24; P = .03) and a higher likelihood of response compared to open-ended questions (β = .54; P < .001). CONCLUSIONS The findings of this study add to the rapidly growing field of teen-computer interaction and contribute to our understanding of adolescent user experience in their interactions with a mental health chatbot. The insights gained from this study may be of assistance to developers and designers of mental health chatbots.

2021 ◽  
Vol 6 (1) ◽  
Author(s):  
Keita Kiuchi ◽  
◽  
Katsumasa Kishi ◽  
Kanto Araki

This study investigated the physical and psychological impacts of elements related to coronavirus disease (COVID-19) and demographic data in Japan both directly and as mediated by stressors, immediately following the rescinding of the state of emergency declaration accompanying the severe acute respiratory syndrome coronavirus 2 outbreak. An online survey was administered to 1,500 Japanese registered with an online outsourcing service. Data were analyzed with structural equation modeling using Mplus. Relatively large total effects were observed for “insufficient exercise” on physical health (β = –0.24, SE = 0.03), “mental health issues related to COVID-19” on mental health (β= –0.25, SE = 0.03) and psychological distress (β= 0.24, SE = 0.03), neuroticism on mental health (β= –0.30, SE = 0.02) and psychological distress (β= 0.36, SE = 0.02), and social support on suicidal ideation (β= –0.32, SE = 0.03). Thus, mitigating the harm resulting from the ongoing impact of the COVID-19 infection outbreak by raising awareness of risk factors and promoting social support is feasible.


2010 ◽  
Vol 30 (3) ◽  
pp. 148-149 ◽  
Author(s):  
J. Caron ◽  
A. Liu

Objective This descriptive study compares rates of high psychological distress and mental disorders between low-income and non-low-income populations in Canada. Methods Data were collected through the Canadian Community Health Survey – Mental Health and Well-being (CCHS 1.2), which surveyed 36 984 Canadians aged 15 or over; 17.9% (n = 6620) was classified within the low-income population using the Low Income Measure. The K-10 was used to measure psychological distress and the CIDI for assessing mental disorders. Results One out of 5 Canadians reported high psychological distress, and 1 out of 10 reported at least one of the five mental disorders surveyed or substance abuse. Women, single, separated or divorced respondents, non-immigrants and Aboriginal Canadians were more likely to report suffering from psychological distress or from mental disorders and substance abuse. Rates of reported psychological distress and of mental disorders and substance abuse were much higher in low-income populations, and these differences were statistically consistent in most of the sociodemographic strata. Conclusion This study helps determine the vulnerable groups in mental health for which prevention and promotion programs could be designed.


2017 ◽  
Vol 8 (1) ◽  
pp. 33
Author(s):  
Rajni Suri ◽  
Anshu Suri ◽  
Neelam Kumari ◽  
Amool R. Singh ◽  
Manisha Kiran

The role of women is very crucial in our society. She cares for her parents, partner, children and other relatives. She performs all types of duties in family and also in the society without any expectations. Because of playing many roles, women often face many challenges in their life including both physical and mental. Mental health problems affect women and men equally, but some problems are more common among women including both physical and mental health problems. Aim of the study - The present study is aimed to describe and compare the clinical and socio-demographic correlates of female mentally ill patients. Methods and Materials: The study includes 180 female mentally ill patients based on cross sectional design and the sample for the study was drawn purposively. A semi structured socio-demographic data sheet was prepared to collect relevant information as per the need of the study. Result: The present study reveals that the socio-demographic factors contribute a vital role in mental illness. Findings also showed that majority of patients had mental problems in the age range of 20-30 have high rate. Illiterate and primary level of education and daily wage working women as well as low and middle socio-economic status women are more prone to have mental illness. Other factors like marital status, type of family and religion etc also important factors for mental illness. Keywords: Socio demographic profile, female, psychiatric patient


2020 ◽  
Author(s):  
Joseph Bulbulia ◽  
Sofia Piven ◽  
Fiona Barlow ◽  
Don E. Davis ◽  
Lara Greaves ◽  
...  

New Zealand's COVID-19 lockdown in March and April 2020 was among the world's most stringent. Similar to other countries, New Zealand's lockdown occurred amidst pervasive health and economic uncertainties. However, New Zealanders experienced comparatively less psychological distress. To test theories of pandemic distress mitigation, we use national longitudinal responses with pre-COVID-19 baselines and systematically quantify psychological distress trajectories within the same individuals during the lockdown (pre-COVID-19 = 2018/2019; stringent-lockdown = March/April 2020; N = 940). Most distress indicators were minimally elevated. However, there was a three-fold increase in feelings of worthlessness. Neither satisfaction with the government, nor business-satisfaction, nor a sense of neighbourhood community were effective distress defences. Perceived social-belonging and health-satisfaction mitigated feelings of worthlessness. A silver lining was a relief from feelings of effort, which social-belonging fostered. That social-belonging and health satisfaction could quell serious distress among those low in government confidence, low in business satisfaction, and low neighbourhood community proves that distress mitigation is possible without shifting a population's general political, economic, and civic attitudes. Protection of income and containment of infectious disease threat reduces mental health burdens. Though feelings of worthlessness surge during lockdown, such feelings attenuate from interpersonal belonging with people one already knows.


Author(s):  
Suresh Lukose ◽  
Abdul Azeez E.P.

Nurses are identified as one of the professional groups with high level of job related stress and related issues. The magnitude of the problem this segment faces is very intensive as a large number of them are women. They are victimized for multiple roles in the home and hospital. Stressors for nurses are always been identified with workload, dual role and pressures which are associated with demands of the existing working environment. The nature of illness/diseases a nurse dealing with has significant effects on the stress and mental health level. Healthcare professionals dealing with psychiatric illness and other chronic/traumatic conditions faces more stress while comparing to the other domains of healthcare. The present study is a cross sectional hospital based study carried out at four centres and 100 samples were collected by judgmental sampling method which consisted of 50 female nursing staff from general hospital and same number from psychiatric hospitals. A socio-demographic data sheet along with General Health Questionnaire was administered and those who have satisfactory health have been considered as further samples. Mental health, stress level, and attitude towards mental illness were analyzed. The results shows that psychiatric nursing staff scored higher in overall occupational stress index and in the subs-domains of role overload, role ambiguity, role conflict, role unreasonable group and political pressure compared to general nursing staff. Also the mental health inventory total score is negatively correlated with role overload sub-domain of occupational stress index scale. Present study implicates the need of comprehensive psycho-social management plans for the professionals working in psychiatric hospitals.


2021 ◽  
pp. 0192513X2199385
Author(s):  
Muna Osman ◽  
Dave Miranda

Feelings of alienation with parents and peers can lead to psychological distress, possibly because such feelings are stressful. Supportive siblings are known to foster mental health in youth, but research in emerging adulthood is limited. We hypothesized supportive sibling climate as a protective factor in the risks that stress from parent and peer alienation poses to psychological distress among emerging adults. A proposed moderated-mediation model was tested, across three samples, using latent moderated mediation structural equation modeling. Results indicated that parental and peer alienation were associated with more psychological distress, and stress partially mediated the link between parental (but not peer) alienation and psychological distress in two samples. However, a supportive sibling climate was not protective as it did not moderate the links among alienation, stress, and psychological distress. In sum, siblings seem beneficial, but perhaps it is not sufficient to protect emerging adults’ mental health against stress from parent and peer alienation.


2021 ◽  
pp. 088626052110139
Author(s):  
Rachel Langevin ◽  
Martine Hébert ◽  
Audrey Kern

The effects of child sexual abuse (CSA) have been found to surpass generations as maternal history of CSA is associated with increased difficulties in sexually abused children. However, little is known about the mechanisms underlying this association. The present study aimed to test maternal mental health symptoms including psychological distress, post-traumatic stress disorder (PTSD) symptoms, and dissociation as mediators of the relationship between maternal CSA and children’s internalizing, externalizing, and dissociation symptoms in a large sample of sexually abused children. A total of 997 sexually abused children aged 3-14 years old and their mothers were recruited at five specialized intervention centers offering services to sexually abused children and their families. The children were divided into two groups depending on their mothers’ self-reported history of CSA. Mothers completed a series of questionnaires assessing their mental health and children’s functioning. Maternal history of CSA was associated with increased maternal psychological distress, PTSD symptoms, and dissociation following children’s disclosure of CSA. In turn, maternal psychological distress and maternal dissociation were associated with increased child internalizing, externalizing, and dissociation symptoms. Maternal PTSD symptoms were associated with child internalizing symptoms. Maternal mental health difficulties mediated the association between maternal CSA and sexually abused children’s maladaptive outcomes. Clinicians should assess for possible history of CSA in mothers of sexually abused children and determine how best to support them to cope with the aftermaths of their child’s disclosure and with their own traumatic past.


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