Does the Psychiatrist’s Use of Subjective Well-Being Measurement in People with Schizophrenia Provide a Better Alignment with the Patient’s Well-Being Perception than Clinical Judgement Alone?

Aunjitsakul, Warut; Teetharatkul, Teerapat; Vitayanont, Arnont; Liabsuetrakul, Tippawan

doi:10.1007/s10488-021-01127-5

Cited by 6 publications

(5 citation statements)

References 36 publications

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“…Te problem of the optimal control system can be summarized as focusing on the dynamic design and motion process in the steady state and fnding the optimal scheme from many feasible control schemes. When the motion state of the system changes, that is, from an initial state to a target state, the performance index of the system is the best [16,17]. Equation (2) indicates the mathematical expression of the optimal control problem.…”

Section: Construction and Design Of The Optimal Isolation Strategy Of...mentioning

confidence: 99%

[Retracted] Applying Blockchain Technology in Network Public Opinion Risk Management System in Big Data Environment

Luo

Zhang

2023

Computational Intelligence and Neuroscience

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Network public opinion represents public social opinion to a certain extent and has an important impact on formulating national policies and judgment. Therefore, China and other countries attach great importance to the study of online public opinion. However, the current researches lack the combination of theory and practical cases and lack the intersection of social and natural sciences. This work aims to overcome the technical defects of traditional management systems, break through the difficulties and pain points of existing network public opinion risk management, and improve the efficiency of network public opinion risk management. Firstly, a network public opinion isolation strategy based on the infectious disease propagation model is proposed, and the optimal control theory is used to realize a functional control model to maximize social utility. Secondly, blockchain technology is used to build a network public opinion risk management system. The system is used to conduct a detailed study on identifying and perceiving online public opinion risk. Finally, a Chinese word segmentation scheme based on Long Short-Term Memory (LSTM) network model and a text emotion recognition scheme based on a convolutional neural network are proposed. Both schemes are validated on a typical corpus. The results show that when the system has a control strategy, the number of susceptible drops significantly. Two days after the public opinion is generated, the number of susceptible people decreased from 1,000 to 250; 3 days after the public opinion is generated, the number of susceptible people stabilized. 2 days after the public opinion is generated, the number of lurkers increased from 100 to 620; 3 days after the public opinion is generated, the number of lurkers stabilized. The data demonstrate that the designed isolation control strategy is effective. Changes in public opinion among infected people show that quarantine control strategies played a significant role in the early days of Corona Virus Disease 2019. The rate of change in the number of infections is more affected when quarantine controls are increased, especially in the days leading up to the outbreak. When the system adopts the optimal control strategy, the influence scope of public opinion becomes smaller, and the control becomes easier. When the dimension of the word vector of emergent events is 200, its accuracy may be higher. This method provides certain ideas for blockchain and deep learning technology in network public opinion control.

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Section: Construction and Design Of The Optimal Isolation Strategy Of...mentioning

confidence: 99%

[Retracted] Applying Blockchain Technology in Network Public Opinion Risk Management System in Big Data Environment

Luo

Zhang

2023

Computational Intelligence and Neuroscience

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“…A recent review found that deficits in well-being in schizophrenia are present prior to the onset of the first episode of psychosis and hypothesized that lower well-being is a risk factor for both the onset of psychosis and poorer functional outcomes [ 19 ]. When assessed using a validated objective measure, psychological well-being was positively and significantly related to the strength of the therapeutic alliance between psychiatrists and patients with schizophrenia [ 20 ]. Impairments in neurocognition and social cognition have also been extensively studied in patients with schizophrenia [ 21 , 22 ], with results suggesting that cognitive performance is one of the strongest predictors of functioning [ 18 ].…”

Section: Introductionmentioning

confidence: 99%

Functioning and Happiness in People with Schizophrenia: Analyzing the Role of Cognitive Impairment

Gutiérrez‐Rojas

González-Domenech

Junquera

et al. 2021

IJERPH

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Schizophrenia is associated with marked functional impairment and low levels of subjective happiness. The aim of the current study was to evaluate the relationship between subjective happiness and functioning in patients with schizophrenia, while considering the role of cognitive functioning. Methods: In total, 69 schizophrenia patients and 87 matched healthy controls participated in the study. Patients’ clinical status was assessed, and a series of self-report questionnaires were administered to both patients and healthy controls to measure subjective happiness, satisfaction with life, well-being, functioning, and cognitive impairment. A multiple linear regression model identified significant predictors of subjective happiness and related constructs. Results: Schizophrenia participants endorsed lower levels of happiness and well-being, and higher perceived stress compared to healthy controls. In schizophrenia patients, there was an inverse and significant correlation (r = −0.435; p = 0.013) between subjective happiness and functioning in a subgroup of patients without cognitive impairment. This correlation was not significant (r = −0.175; p = 0.300) in the subgroup with cognitive impairment. When controlling for other clinical variables (by multiple lineal regression), the severity of symptoms and level of insight failed to demonstrate significant relationships with happiness; meanwhile, perceived stress and some specific cognitive dominions (as verbal learning and processing speed) were associated with satisfaction of life of the patients. Conclusions: The relationship between subjective happiness and functioning in schizophrenia patients was influenced by level of cognitive impairment. Findings from this study suggest that rehabilitation programs may improve recovery outcomes with a focus on subjective happiness and functioning, especially in patients with cognitive impairment. Future research is needed to better understand the complex interplay between subjective happiness, functioning, and cognitive impairment in patients with schizophrenia.

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“…Given the increasing recognition of the importance and value of contributions provided by people with lived experience of mental health issues to co‐create systems, programs and services (National Mental Health Commission, 2018; World Health Organization, 2023), it is timely to review how occupational therapists engage with people living with schizophrenia and learn from their expertise. Consumers and staff often view experiences of care differently (Aunjitsakul et al, 2021; Mendlovic et al, 2022; Scanferla et al, 2023). Despite this, multi‐disciplinary mental health assessments routinely used in Australian mental health services, including both clinician and consumer‐rated tools, have been developed without input from end users.…”

Section: Discussionmentioning

confidence: 99%

“…To gain an in‐depth understanding of the support needs and experiences of people living with schizophrenia, we employed a qualitative approach. In this thematic analysis (Terry et al, 2021) systematic methods were employed from constructivist grounded theory (Charmaz, 2014) to enhance rigour. These included purposive sampling; an iterative, concurrent process of data collection and analysis; constant comparative analysis and memo writing.…”

Section: Methodsmentioning

confidence: 99%

Supports that help me to live well in the community: experiences of people living with schizophrenia

Stewart,

Hancock,

Chapparo

et al. 2023

Aus Occup Therapy J

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IntroductionPeople with schizophrenia are more likely to be hospitalised than any other psychiatric diagnosis. Occupational therapists working in mental health are often required to assess and recommend supports that will assist people with schizophrenia to live successfully in the community. There is little research exploring consumer perspectives regarding the support they find useful to stay out of the hospital. The aim of this study was to explore what supports people living with schizophrenia identify as helping them to live in the community and stay out of the hospital.MethodQualitative data were collected via semi‐structured interviews with adult consumers (N = 18) diagnosed with schizophrenia. Data were thematically analysed using constant comparative analysis methods. Inductive analysis was followed by a deductive phase of analysis.FindingsParticipants highlighted personal‐, occupational‐ and environmental‐focused supports. Person‐focused supports addressed cognitive and psychological needs. Occupation‐focused supports included assisting people to manage daily life with a mental illness; engage in social activities; and engage in meaningful activities. Environment‐focused supports included access to financial security; accommodation security; and community of choice. In addition to types of support, participants highlighted the importance of quality of support including the need for flexible; timely; and non‐judgemental support.ConclusionThese results emphasise the multifaceted nature of support required by people living with schizophrenia to stay out of the hospital. Both type and quality of support are important. People in this study were able to clearly articulate the types and qualities of support that were important to them. Occupational therapists may benefit from greater collaboration with consumers during assessments of support needs and the development of recommendations. Further exploration of how occupational therapists identify people's multifaceted support needs is required.

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Does the Psychiatrist’s Use of Subjective Well-Being Measurement in People with Schizophrenia Provide a Better Alignment with the Patient’s Well-Being Perception than Clinical Judgement Alone?

Cited by 6 publications

References 36 publications

[Retracted] Applying Blockchain Technology in Network Public Opinion Risk Management System in Big Data Environment

[Retracted] Applying Blockchain Technology in Network Public Opinion Risk Management System in Big Data Environment

Functioning and Happiness in People with Schizophrenia: Analyzing the Role of Cognitive Impairment

Supports that help me to live well in the community: experiences of people living with schizophrenia

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