Behavioural analysis_multimodal approaches.pptx

sofia644258 10 views 44 slides Jul 11, 2024
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About This Presentation

Behavioural analysis


Slide Content

Multimodal approaches Oliver Delgaram-Nejad and Dr Gerasimos Chatzidamianos, 2019 Behavioural analysis

Part one theory relevance perspectives channels tools ethics

Part two practical group, offline ‘PMQ’ pair, online summary questions

Relevance

Decoding difficulties generalised decoding difficulties in (neuro)psychopathology schizophrenia: negative emotions; whole faces vs facial regions (Kohler et al. 2010) Parkinson's disease: anger, sadness, and disgust (Dujardin et al. 2004) borderline personality disorder: positive emotions (Mitchell et al. 2014) attentional bias predicts treatment effect (Browning et al. 2010)

Decoding difficulties localised decoding difficulties in (neuro)psychopathology linked difficulties with vocal prosody and working memory (Dujardin et al. 2004) schizotypal personality disorder: tone of voice  (Wickline et al. 2012) negative affect errors in chronic alcohol dependence (Kornreich et al. 2001) cross- presentational alexithymia ( Grynberg et al. 2012)

Emotional intelligence emotional intelligence correlates with physical and interpersonal health overall health (Martines et al. 2010) nursing (Akerjordet and Severinsson, 2004) aggression and addiction (García-Sancho et al. 2014; Kun and Demetrovics, 2010) empathy decline in medics (Neumann et al. 2011)

Emotional intelligence communication quality influences outcome quality channel-specific complaints (Kee et al. 2018) miscommunication and empathy (McCabe and Healy, 2018) formal guidance (Gilligan et al. 2018) patient-clinician negotiations (Aaron et al. 2018)

Risk assessment (clinical) assessment tools need work violence risk assessment tools: variable accuracy (Fazel et al. 2012) sexual assault predictors: limited evidence (DeGue et al. 2014) suicide prevention strategies: restricted efficacy (Mitchell et al. 2014) violence prediction accuracy: sample characteristics (Singh et al. 2010)

Risk assessment risk-assessment is the risk-assessor hostage-taking: complexity of motive(s) (Alexander and Klein, 2009) falls risk assessments: observation-based (Oliver et al. 2004) violence in psychiatric cohorts: staff role (Papadopoulos et al. 2012) suicide risk: polysemous risk markers (Cavanagh et al. 2003)

Perspectives

Differences Where are you positioned?

Channels

Levels of analysis

Lexic baselines demographics

Lexic personality

Lexic affect

Lexic personality

Paralexic affect

Kinesic affect

Kinesic affect

Tools

LIWC Linguistic Inquiry and Word Count (Pennebaker, Francis, and Booth, 2010).

ELAN ( Wittenburg et al. 2006).

Ethics

Questions ‘off limits’ information? redefine ‘disclosure’? professional responsibilities?

PMQ

Real-time

P: ‘parse’ b ricks rather than walls A: I felt neither happy nor sad, as people always say

M: ‘match’ A (in the negative): I felt neither happy nor sad. Other people say I’m always like that. A (in the affirmative): I felt neutral […]

M: ‘match’ A (in the negative): I felt neither happy nor sad. Other people say I’m always like that. A (in the affirmative): I felt neutral […]

Q: ‘query’ Q: why ‘this’ and ‘not’ that? Q: how does my (vs. ‘the’) approach benefit? Q: what is relevant now, later, or not at all?

PMQ demos

Summary

Opportunities relevant and useful information is abundant many tools are free few barriers to entry (bar time)

Challenges encourages over-analysis considerable ethical factors cognitive and affective load evidence base is fragmented

Why ‘this’ and not ‘that’?

Questions?

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Cavanagh, J.T., Carson, A.J., Sharpe, M. and Lawrie, S.M., 2003. Psychological autopsy studies of suicide: a systematic review. Psychological medicine , 33 (3), pp.395-405. DeGue, S., Valle, L.A., Holt, M.K., Massetti, G.M., Matjasko, J.L. and Tharp, A.T., 2014. A systematic review of primary prevention strategies for sexual violence perpetration. Aggression and violent behavior , 19 (4), pp.346-362. DeGue, S., Valle, L.A., Holt, M.K., Massetti, G.M., Matjasko, J.L. and Tharp, A.T., 2014. A systematic review of primary prevention strategies for sexual violence perpetration. Aggression and violent behavior , 19 (4), pp.346-362. Dujardin, K., Blairy, S., Defebvre, L., Duhem, S., Noël, Y., Hess, U. and Destée, A., 2004. Deficits in decoding emotional facial expressions in Parkinson’s disease. Neuropsychologia , 42 (2), pp.239-250.

Fazel, S., Singh, J.P., Doll, H. and Grann, M., 2012. Use of risk assessment instruments to predict violence and antisocial behaviour in 73 samples involving 24 827 people: systematic review and meta-analysis. Bmj , 345 , p.e4692. Fazel, S., Singh, J.P., Doll, H. and Grann, M., 2012. Use of risk assessment instruments to predict violence and antisocial behaviour in 73 samples involving 24 827 people: systematic review and meta-analysis. Bmj , 345 , p.e4692. Grynberg, D., Chang, B., Corneille, O., Maurage, P., Vermeulen, N., Berthoz, S. and Luminet, O., 2012. Alexithymia and the processing of emotional facial expressions (EFEs): systematic review, unanswered questions and further perspectives. PloS one , 7 (8), p.e42429. Kohler, C.G., Walker, J.B., Martin, E.A., Healey, K.M. and Moberg, P.J., 2009. Facial emotion perception in schizophrenia: a meta-analytic review. Schizophrenia bulletin , 36 (5), pp.1009-1019.

Kornreich, C., Blairy, S., Philippot, P.I.E.R.R.E., Hess, U., Noël, X., Streel, E., Le Bon, O., Dan, B., Pelc, I. and Verbanck, P., 2001. Deficits in recognition of emotional facial expression are still present in alcoholics after mid-to long-term abstinence. Journal of studies on alcohol , 62 (4), pp.533-542. Mann, J.J., Apter, A., Bertolote, J., Beautrais, A., Currier, D., Haas, A., Hegerl, U., Lonnqvist, J., Malone, K., Marusic, A. and Mehlum, L., 2005. Suicide prevention strategies: a systematic review. Jama , 294 (16), pp.2064-2074. Mann, J.J., Apter, A., Bertolote, J., Beautrais, A., Currier, D., Haas, A., Hegerl, U., Lonnqvist, J., Malone, K., Marusic, A. and Mehlum, L., 2005. Suicide prevention strategies: a systematic review. Jama , 294 (16), pp.2064-2074. Mitchell, A.E., Dickens, G.L. and Picchioni, M.M., 2014. Facial emotion processing in borderline personality disorder: a systematic review and meta-analysis. Neuropsychology review , 24 (2), pp.166-184.

Oliver, D., Daly, F., Martin, F.C. and McMurdo, M.E., 2004. Risk factors and risk assessment tools for falls in hospital in-patients: a systematic review. Age and ageing , 33 (2), pp.122-130. Oliver, D., Daly, F., Martin, F.C. and McMurdo, M.E., 2004. Risk factors and risk assessment tools for falls in hospital in-patients: a systematic review. Age and ageing , 33 (2), pp.122-130. Papadopoulos, C., Ross, J., Stewart, D., Dack, C., James, K. and Bowers, L., 2012. The antecedents of violence and aggression within psychiatric in‐patient settings. Acta Psychiatrica Scandinavica , 125 (6), pp.425-439. Papadopoulos, C., Ross, J., Stewart, D., Dack, C., James, K. and Bowers, L., 2012. The antecedents of violence and aggression within psychiatric in‐patient settings. Acta Psychiatrica Scandinavica , 125 (6), pp.425-439.

Singh, J.P., Grann, M. and Fazel, S., 2011. A comparative study of violence risk assessment tools: A systematic review and metaregression analysis of 68 studies involving 25,980 participants. Clinical psychology review , 31 (3), pp.499-513. Singh, J.P., Grann, M. and Fazel, S., 2011. A comparative study of violence risk assessment tools: A systematic review and metaregression analysis of 68 studies involving 25,980 participants. Clinical psychology review , 31 (3), pp.499-513. Wickline, V.B., Nowicki, S., Bollini, A.M. and Walker, E.F., 2012. Vocal and facial emotion decoding difficulties relating to social and thought problems: highlighting schizotypal personality disorder. Journal of Nonverbal Behavior , 36 (1), pp.59-77.
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