Understanding Decision Making in the Adoption of Digital Health Technology: The Role of Behavioural Economics’ Prospect Theory (Preprint)

2021 ◽  
Author(s):  
Waqas Ullah Khan ◽  
Aviv Shachak ◽  
Emily Seto
Keyword(s):  
Decision Making ◽  
Prospect Theory ◽  
Digital Health ◽  
Health Technology ◽  
Behavioural Economics ◽  
Valuable Insight ◽  
Individual Level ◽  
Health Technologies ◽  
The Individual

UNSTRUCTURED The decision to accept or reject new digital health technologies remains an ongoing discussion. Over the past few decades, interest in understanding the choice to adopt technology has led to the development of numerous theories and models. In 1979, however, psychologists Kahneman and Tversky published their seminal research article that has pioneered the field of behavioural economics. They named their model the “prospect theory” and used it to explain decision making behaviours under conditions of risk and uncertainty as well as to provide an understanding of why individuals may make irrational or inconsistent decisions. Although the prospect theory has been used to explain decision making in economics, law, political science, and clinically at the individual level, its application to understanding choice in the adoption of digital health technology has not been explored. Herein, we discuss how the prospect theory can provide valuable insight on why healthcare patients/clients, technology companies, and policymakers may decide to accept or reject digital health technologies.

Understanding Decision Making in the Adoption of Digital Health Technology: The Role of Behavioural Economics’ Prospect Theory (Preprint)

2021 ◽  
Author(s):  
Waqas Ullah Khan ◽  
Aviv Shachak ◽  
Emily Seto
Keyword(s):  
Decision Making ◽  
Prospect Theory ◽  
Digital Health ◽  
Health Technology ◽  
Behavioural Economics ◽  
Individual Level ◽  
Health Technologies ◽  
Research Article ◽  
The Individual

UNSTRUCTURED The decision to accept or reject new digital health technologies remains an ongoing discussion. Over the past few decades, interest in understanding the choice to adopt technology has led to the development of numerous theories and models. In 1979, however, psychologists Kahneman and Tversky published their seminal research article that has pioneered the field of behavioural economics. They named their model the “prospect theory” and used it to explain decision making behaviours under conditions of risk and uncertainty as well as to provide an understanding of why individuals may make irrational or inconsistent decisions. Although the prospect theory has been used to explain decision making in economics, law, political science, and clinically at the individual level, its application to understanding choice in the adoption of digital health technology has not been explored.

The Role of Cognitive Bias in Breast Radiology Diagnostic and Judgment Errors

2020 ◽  
Vol 2 (4) ◽  
pp. 382-389
Author(s):  
Vilert A Loving ◽  
Elizabeth M Valencia ◽  
Bhavika Patel ◽  
Brian S Johnston
Keyword(s):  
Decision Making ◽  
Cognitive Bias ◽  
Cognitive Biases ◽  
Organizational Level ◽  
Individual Level ◽  
Gambler’S Fallacy ◽  
Satisfaction Of Search ◽  
Human Decision ◽  
The Individual

Abstract Cognitive bias is an unavoidable aspect of human decision-making. In breast radiology, these biases contribute to missed or erroneous diagnoses and mistaken judgments. This article introduces breast radiologists to eight cognitive biases commonly encountered in breast radiology: anchoring, availability, commission, confirmation, gambler’s fallacy, omission, satisfaction of search, and outcome. In addition to illustrative cases, this article offers suggestions for radiologists to better recognize and counteract these biases at the individual level and at the organizational level.

scholarly journals Social Dominance Orientation in Agrarian Resources Accumulation in Coastal Area Indonesia

2021 ◽  
Vol 25 (1) ◽  
pp. 55-70
Author(s):  
Saharuddin Saharuddin ◽  
Sriwulan F. Falatehan ◽  
Lesti Heriyanti
Keyword(s):  
Decision Making ◽  
Ethnic Group ◽  
Social Dominance Orientation ◽  
Livelihood Strategies ◽  
Ethnic Inequality ◽  
Economic Activities ◽  
Individual Level ◽  
The Individual ◽  
Group Inequality

Intergroup contact influenced the adaptation capacity of Bugis ethnic in the economic system in the destination site. When they become the highest of social-rank than other ethnicities in livelihood strategies by land-accumulation, it becomes important to analyze the working of power from the ethnic-Social Domination Orientation (SDO) theoretical. The role of ethnic-SDO is studied with assessment determination in a sociocultural context in intergroup ethnic inequality. Moreover, decision making in framing becomes challenged to be assessed at the individual level because it is assumed would influence the individual to enhance the hierarchy in the middle of uncertainty outcomes. This study aims: (1) elucidate the structure of ethnic inequality in livelihood strategies by ethnic-SDO in Bugis ethnic; and (2) recognize the role of framing in decision making as influencing factors of ethnic-SDO. This study approach is qualitative, which involves 25 informants. Data showed that ethnic-SDO in Bugis’s economic activities comprised of power that enhancing-hierarchy evolved ethnic inequality by high between-ethnic group inequality (BGI) and within- ethnic group inequality (WGI) in land-accumulation. It is found that the framing of Bugis people regarding skills and attitudes owned by other ethnicities in the decision-making tends to risk-avoid that enhancing-hierarchy in economic activities at an individual level.

scholarly journals A Perspective on the Role of Point-of-Care “Immuno-Triaging” to Optimize COVID-19 Vaccination Distribution in a Time of Scarcity

2021 ◽  
Vol 9 ◽  
Author(s):  
Yi Zhang ◽  
Angela Rogers ◽  
Kari Nadeau ◽  
Jun Gu ◽  
Samuel Yang
Keyword(s):  
Decision Making ◽  
Large Scale ◽  
Point Of Care ◽  
Successful Implementation ◽  
Evidence Based ◽  
Individual Level ◽  
Societal Benefit ◽  
Decision Making Framework ◽  
The Individual

Vaccine bears hope to bring COVID-19 pandemic under control. With limited supply, vaccines must be utilized efficiently to provide protection to those who need it most. Currently, no practical framework has been proposed to ensure fair vaccine allocation at individual level, which is a recognized problem. We propose here an evidence-based decision-making framework for COVID-19 vaccine appropriation that prioritizes vaccine doses to individuals based on their immunological status, or immuno-triaging. To ensure successful implementation of the proposed framework, point-of-care (POC) immunodiagnostic testing is needed to quickly ramp up the testing capability. Considerations for deploying POC immunodiagnostic testing at such a large scale are discussed. We hope that the proposed immunological decision-making framework for evidence-based COVID-19 vaccine appropriation provides an objective approach to ensure fair and efficient utilization of the scarce vaccine resource at the individual level that also maximizes the collective societal benefit.

scholarly journals Patient Innovation in Investigating the Effects of Environmental Pollution in Schizophrenia: Case Report of Digital Phenotyping Beyond Apps

10.2196/19778 ◽  
2020 ◽  
Vol 7 (8) ◽  
pp. e19778
Author(s):  
Aditya Vaidyam ◽  
Spencer Roux ◽  
John Torous
Keyword(s):  
Mental Health ◽  
Lived Experiences ◽  
Digital Health ◽  
Health Technology ◽  
Health Apps ◽  
Digital Phenotyping ◽  
Data Scientist ◽  
The Individual ◽  
Schizophrenia Case

This patient perspective highlights the role of patients in the innovation and codesign of digital mental health technology. Though digital mental health apps have evolved and become highly functional, many still act as data collection silos without adequate support for patients to understand and investigate potentially meaningful inferences in their own data. Few digital health platforms respect the patient’s agency and curiosity, allowing the individual to wear the hat of researcher and data scientist and share their experiences and insight with their clinicians. This case is cowritten with an individual with lived experiences of schizophrenia who has decided to openly share their name and experiences to share with others the methods and results of their curiosity and encourage and inspire others to follow their curiosity as well.

scholarly journals Patient Innovation in Investigating the Effects of Environmental Pollution in Schizophrenia: Case Report of Digital Phenotyping Beyond Apps (Preprint)

2020 ◽  
Author(s):  
Aditya Vaidyam ◽  
Spencer Roux ◽  
John Torous
Keyword(s):  
Mental Health ◽  
Lived Experiences ◽  
Digital Health ◽  
Health Technology ◽  
Health Apps ◽  
Digital Phenotyping ◽  
Data Scientist ◽  
The Individual ◽  
Schizophrenia Case

UNSTRUCTURED This patient perspective highlights the role of patients in the innovation and codesign of digital mental health technology. Though digital mental health apps have evolved and become highly functional, many still act as data collection silos without adequate support for patients to understand and investigate potentially meaningful inferences in their own data. Few digital health platforms respect the patient’s agency and curiosity, allowing the individual to wear the hat of researcher and data scientist and share their experiences and insight with their clinicians. This case is cowritten with an individual with lived experiences of schizophrenia who has decided to openly share their name and experiences to share with others the methods and results of their curiosity and encourage and inspire others to follow their curiosity as well.

scholarly journals Ambidexterity as Practice: Individual Ambidexterity Through Paradoxical Practices

2020 ◽  
Vol 56 (2) ◽  
pp. 143-165 ◽  
Author(s):  
Angeliki Papachroni ◽  
Loizos Heracleous
Keyword(s):  
Organization Theory ◽  
Practice Theory ◽  
Greek Philosophy ◽  
Exploration And Exploitation ◽  
Individual Level ◽  
Competing Demands ◽  
The Individual ◽  
Previous Learning

Following the turn to practice in organization theory and the emerging interest in the microfoundations of ambidexterity, understanding the role of individuals in realizing ambidexterity approaches becomes crucial. Drawing insights from Greek philosophy on paradoxes, and practice theory on paradoxes and ambidexterity, we propose a view of individual ambidexterity grounded in paradoxical practices. Existing conceptualizations of ambidexterity are largely based on separation strategies. Contrary to this perspective, we argue that individual ambidexterity can be accomplished via paradoxical practices that renegotiate or transcend boundaries of exploration and exploitation. We identify three such paradoxical practices at the individual level that can advance understanding of ambidexterity: engaging in “hybrid tasks,” capitalizing cumulatively on previous learning, and adopting a mindset of seeking synergies between the competing demands of exploration and exploitation.

scholarly journals How Can Psychological Science Help Counter the Spread of Fake News?

2021 ◽  
Vol 24 ◽  
Author(s):  
Sander van der Linden ◽  
Jon Roozenbeek ◽  
Rakoen Maertens ◽  
Melisa Basol ◽  
Ondřej Kácha ◽  
...  
Keyword(s):  
Research Agenda ◽  
Source Credibility ◽  
Fake News ◽  
Intervention Effectiveness ◽  
Motivated Cognition ◽  
Individual Level ◽  
Psychological Science ◽  
Open Questions ◽  
The Individual

Abstract In recent years, interest in the psychology of fake news has rapidly increased. We outline the various interventions within psychological science aimed at countering the spread of fake news and misinformation online, focusing primarily on corrective (debunking) and pre-emptive (prebunking) approaches. We also offer a research agenda of open questions within the field of psychological science that relate to how and why fake news spreads and how best to counter it: the longevity of intervention effectiveness; the role of sources and source credibility; whether the sharing of fake news is best explained by the motivated cognition or the inattention accounts; and the complexities of developing psychometrically validated instruments to measure how interventions affect susceptibility to fake news at the individual level.

scholarly journals Oral Sensitivity to Flowability and Food Neophobia Drive Food Preferences and Choice

Foods ◽  
2021 ◽  
Vol 10 (5) ◽  
pp. 1024
Author(s):  
Sharon Puleo ◽  
Paolo Masi ◽  
Silvana Cavella ◽  
Rossella Di Monaco
Keyword(s):  
Food Choice ◽  
Food Preferences ◽  
Food Neophobia ◽  
Individual Level ◽  
Choice Preference ◽  
Food Liking ◽  
Texture Sensitivity ◽  
The Individual ◽  
Oral Sensitivity

The study aimed to investigate the role of sensitivity to flowability on food liking and choice, the relationship between sensitivity to flowability and food neophobia, and its role in food liking. Five chocolate creams were prepared with different levels of flowability, and rheological measurements were performed to characterise them. One hundred seventy-six subjects filled in the Food Neophobia Scale and a food choice questionnaire (FCq). The FCq was developed to evaluate preferences within a pair of food items similar in flavour but different in texture. Secondly, the subjects evaluated their liking for creams (labelled affective magnitude (LAM) scale) and the flowability intensity (generalised labelled magnitude (gLM) scale). The subjects were clustered into three groups of sensitivity and two groups of choice preference. The effect of individual flowability sensitivity on food choice was investigated. Finally, the subjects were clustered into two groups according to their food neophobia level. The sensitivity to flowability significantly affected the liking of chocolate creams and the solid food choice. The liking of chocolate creams was also affected by the individual level of neophobia (p = 0.01), which, in turn, was not correlated to flowability sensitivity. These results confirm that texture sensitivity and food neophobia affect what a person likes and drives what a person chooses to eat.

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