Trust-Based Decision-Making in the Health Context Discriminates Biological Risk Profiles in Type 1 Diabetes

Detalhes bibliográficos
Autor(a) principal: Jorge, Helena
Data de Publicação: 2022
Outros Autores: Duarte, Isabel C., Baptista, Carla, Relvas, Ana Paula, Castelo Branco, Miguel
Tipo de documento: Artigo
Idioma: eng
Título da fonte: Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
Texto Completo: http://hdl.handle.net/10316/101344
https://doi.org/10.3390/jpm12081236
Resumo: Supplementary Materials: The following supporting information can be downloaded at: https://www.mdpi.com/article/10.3390/jpm12081236/s1, Table S1. Demographic Characteristics, Cognitive results, personality, self-report risk measures and eating behavior for healthy participants; Table S2. Descriptive statistics on economic and health context experimental task for healthy participants; Table S3. Repeated measure comparison (Friedman Non-parametric test) on economic and health related context experimental tasks for healthy participants; Table S4. (A) Repeated measures comparison between each mediator for Expected Value, Investment and Feedback (Friedman Non-parametric test for main effects of mediator and posthoc tests) on economic and health related context experimental tasks for NoMC and MC groups; (B) Posthoc tests for each variable (expected, investment and feedback) on economic and health related context experimental tasks for NoMC and MC groups.
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spelling Trust-Based Decision-Making in the Health Context Discriminates Biological Risk Profiles in Type 1 DiabetesHuman decision-makingDiabetes type 1Context-dependent trust gameProbabilistic learningNorm violationTreatment adherenceMetabolic controlSupplementary Materials: The following supporting information can be downloaded at: https://www.mdpi.com/article/10.3390/jpm12081236/s1, Table S1. Demographic Characteristics, Cognitive results, personality, self-report risk measures and eating behavior for healthy participants; Table S2. Descriptive statistics on economic and health context experimental task for healthy participants; Table S3. Repeated measure comparison (Friedman Non-parametric test) on economic and health related context experimental tasks for healthy participants; Table S4. (A) Repeated measures comparison between each mediator for Expected Value, Investment and Feedback (Friedman Non-parametric test for main effects of mediator and posthoc tests) on economic and health related context experimental tasks for NoMC and MC groups; (B) Posthoc tests for each variable (expected, investment and feedback) on economic and health related context experimental tasks for NoMC and MC groups.Institutional Review Board Statement: Consent to participate in the study was obtained according to the Ethics approval by the Faculty of Medicine of the University of Coimbra (approval number CE-002/2014).Data Availability Statement: Data can be provided by the corresponding author upon reasonable request. Please contact cibit@uc.pt.Theoretical accounts on social decision-making under uncertainty postulate that individual risk preferences are context dependent. Generalization of models of decision-making to dyadic interactions in the personal health context remain to be experimentally addressed. In economic utility-based models, interactive behavioral games provide a framework to investigate probabilistic learning of sequential reinforcement. Here, we model an economic trust game in the context of a chronic disease (Diabetes Type 1) which involves iterated daily decisions in complex social contexts. Ninety-one patients performed experimental trust games in both economic and health settings and were characterized by a multiple self-report set of questionnaires. We found that although our groups can correctly infer pay-off contingencies, they behave differently because patients with a biological profile of preserved glycemic control show adaptive choice behavior both in economic and health domains. On the other hand, patients with a biological profile of loss of glycemic control presented a contrasting behavior, showing non-adaptive choices on both contexts. These results provide a direct translation from neuroeconomics to decision-making in the health domain and biological risk profiles, in a behavioral setting that requires difficult and self-consequential decisions with health impact. Our findings also provide a contextual generalization of mechanisms underlying individual decision-making under uncertainty.MDPI2022-07-28info:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/articlehttp://hdl.handle.net/10316/101344http://hdl.handle.net/10316/101344https://doi.org/10.3390/jpm12081236eng2075-4426https://doi.org/10.3390/jpm12081236Jorge, HelenaDuarte, Isabel C.Baptista, CarlaRelvas, Ana PaulaCastelo Branco, Miguelinfo:eu-repo/semantics/openAccessreponame:Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)instname:Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informaçãoinstacron:RCAAP2022-08-23T20:39:29Zoai:estudogeral.uc.pt:10316/101344Portal AgregadorONGhttps://www.rcaap.pt/oai/openaireopendoar:71602024-03-19T21:18:33.480125Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) - Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informaçãofalse
dc.title.none.fl_str_mv Trust-Based Decision-Making in the Health Context Discriminates Biological Risk Profiles in Type 1 Diabetes
title Trust-Based Decision-Making in the Health Context Discriminates Biological Risk Profiles in Type 1 Diabetes
spellingShingle Trust-Based Decision-Making in the Health Context Discriminates Biological Risk Profiles in Type 1 Diabetes
Jorge, Helena
Human decision-making
Diabetes type 1
Context-dependent trust game
Probabilistic learning
Norm violation
Treatment adherence
Metabolic control
title_short Trust-Based Decision-Making in the Health Context Discriminates Biological Risk Profiles in Type 1 Diabetes
title_full Trust-Based Decision-Making in the Health Context Discriminates Biological Risk Profiles in Type 1 Diabetes
title_fullStr Trust-Based Decision-Making in the Health Context Discriminates Biological Risk Profiles in Type 1 Diabetes
title_full_unstemmed Trust-Based Decision-Making in the Health Context Discriminates Biological Risk Profiles in Type 1 Diabetes
title_sort Trust-Based Decision-Making in the Health Context Discriminates Biological Risk Profiles in Type 1 Diabetes
author Jorge, Helena
author_facet Jorge, Helena
Duarte, Isabel C.
Baptista, Carla
Relvas, Ana Paula
Castelo Branco, Miguel
author_role author
author2 Duarte, Isabel C.
Baptista, Carla
Relvas, Ana Paula
Castelo Branco, Miguel
author2_role author
author
author
author
dc.contributor.author.fl_str_mv Jorge, Helena
Duarte, Isabel C.
Baptista, Carla
Relvas, Ana Paula
Castelo Branco, Miguel
dc.subject.por.fl_str_mv Human decision-making
Diabetes type 1
Context-dependent trust game
Probabilistic learning
Norm violation
Treatment adherence
Metabolic control
topic Human decision-making
Diabetes type 1
Context-dependent trust game
Probabilistic learning
Norm violation
Treatment adherence
Metabolic control
description Supplementary Materials: The following supporting information can be downloaded at: https://www.mdpi.com/article/10.3390/jpm12081236/s1, Table S1. Demographic Characteristics, Cognitive results, personality, self-report risk measures and eating behavior for healthy participants; Table S2. Descriptive statistics on economic and health context experimental task for healthy participants; Table S3. Repeated measure comparison (Friedman Non-parametric test) on economic and health related context experimental tasks for healthy participants; Table S4. (A) Repeated measures comparison between each mediator for Expected Value, Investment and Feedback (Friedman Non-parametric test for main effects of mediator and posthoc tests) on economic and health related context experimental tasks for NoMC and MC groups; (B) Posthoc tests for each variable (expected, investment and feedback) on economic and health related context experimental tasks for NoMC and MC groups.
publishDate 2022
dc.date.none.fl_str_mv 2022-07-28
dc.type.status.fl_str_mv info:eu-repo/semantics/publishedVersion
dc.type.driver.fl_str_mv info:eu-repo/semantics/article
format article
status_str publishedVersion
dc.identifier.uri.fl_str_mv http://hdl.handle.net/10316/101344
http://hdl.handle.net/10316/101344
https://doi.org/10.3390/jpm12081236
url http://hdl.handle.net/10316/101344
https://doi.org/10.3390/jpm12081236
dc.language.iso.fl_str_mv eng
language eng
dc.relation.none.fl_str_mv 2075-4426
https://doi.org/10.3390/jpm12081236
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dc.publisher.none.fl_str_mv MDPI
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dc.source.none.fl_str_mv reponame:Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
instname:Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informação
instacron:RCAAP
instname_str Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informação
instacron_str RCAAP
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reponame_str Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
collection Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
repository.name.fl_str_mv Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) - Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informação
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