RECENT RESEARCH ON BATTERY DIAGNOSTICS, PROGNOSTICS, AND UNCERTAINTY MANAGEMENT

2016 ◽  
pp. 175-216 ◽  
Author(s):  
Zhimin Xi ◽  
Rong Jing ◽  
Cheol Lee ◽  
Mushegh Hayrapetyan
Keyword(s):  
Uncertainty Management

scholarly journals How Physicians Manage Medical Uncertainty: A Qualitative Study and Conceptual Taxonomy

2021 ◽  
pp. 0272989X2199234
Author(s):  
Paul K. J. Han ◽  
Tania D. Strout ◽  
Caitlin Gutheil ◽  
Carl Germann ◽  
Brian King ◽  
...  
Keyword(s):  
Internal Medicine ◽  
Qualitative Study ◽  
Management Strategies ◽  
Acute Care Hospital ◽  
Uncertainty Management ◽  
Care Hospital ◽  
Convenience Sample ◽  
Medical Specialties ◽  
Tolerance Of Uncertainty ◽  
Medical Uncertainty

Background Medical uncertainty is a pervasive and important problem, but the strategies physicians use to manage it have not been systematically described. Objectives To explore the uncertainty management strategies employed by physicians practicing in acute-care hospital settings and to organize these strategies within a conceptual taxonomy that can guide further efforts to understand and improve physicians’ tolerance of medical uncertainty. Design Qualitative study using individual in-depth interviews. Participants Convenience sample of 22 physicians and trainees (11 attending physicians, 7 residents [postgraduate years 1–3), 4 fourth-year medical students), working within 3 medical specialties (emergency medicine, internal medicine, internal medicine–pediatrics), at a single large US teaching hospital. Measurements Semistructured interviews explored participants’ strategies for managing medical uncertainty and temporal changes in their uncertainty tolerance. Inductive qualitative analysis of audio-recorded interview transcripts was conducted to identify and categorize key themes and to develop a coherent conceptual taxonomy of uncertainty management strategies. Results Participants identified various uncertainty management strategies that differed in their primary focus: 1) ignorance-focused, 2) uncertainty-focused, 3) response-focused, and 4) relationship-focused. Ignorance- and uncertainty-focused strategies were primarily curative (aimed at reducing uncertainty), while response- and relationship-focused strategies were primarily palliative (aimed at ameliorating aversive effects of uncertainty). Several participants described a temporal evolution in their tolerance of uncertainty, which coincided with the development of greater epistemic maturity, humility, flexibility, and openness. Conclusions Physicians and physician-trainees employ a variety of uncertainty management strategies focused on different goals, and their tolerance of uncertainty evolves with the development of several key capacities. More work is needed to understand and improve the management of medical uncertainty by physicians, and a conceptual taxonomy can provide a useful organizing framework for this work.

Elastic provisioning for cloud databases with uncertainty management

2016 ◽  
Author(s):  
Victor A. E. Farias ◽  
Flávio R. C. Sousa ◽  
José G. R. Maia ◽  
João P. P. Gomes ◽  
Javam C. Machado
Keyword(s):  
Uncertainty Management ◽  
Cloud Databases

scholarly journals EXPRESS: Communication in the Gig Economy: Buying and Selling in Online Freelance Marketplaces

2021 ◽  
pp. 002224292110308
Author(s):  
Stephan Ludwig ◽  
Dennis Herhausen ◽  
Dhruv Grewal ◽  
Liliana Bove ◽  
Sabine Benoit ◽  
...  
Keyword(s):  
Personal Information ◽  
Uncertainty Reduction ◽  
Uncertainty Management ◽  
Price Premiums ◽  
Gig Economy ◽  
Online Marketplaces ◽  
Affective Intensity ◽  
Dyadic Analyses ◽  
Management Theories

The proliferating gig economy relies on online freelance marketplaces, which support relatively anonymous interactions by text-based messages. Informational asymmetries thus arise that can lead to exchange uncertainties between buyers and freelancers. Conventional marketing thought recommends reducing such uncertainty. However, uncertainty reduction and uncertainty management theories indicate that buyers and freelancers might benefit more from balancing, rather than reducing, uncertainty, such as by strategically adhering to or deviating from common communication principles. With dyadic analyses of calls for bids and bids from a leading online freelance marketplace, this study reveals that buyers attract more bids from freelancers when they provide moderate degrees of task information and concreteness, avoid sharing personal information, and limit the affective intensity of their communication. Freelancers’ bid success and price premiums increase when they mimic the degree of task information and affective intensity exhibited by buyers. However, mimicking a lack of personal information and concreteness reduces freelancers’ success, so freelancers should always be more concrete and offer more personal information than buyers do. These contingent perspectives offer insights into buyer–seller communication in two-sided online marketplaces; they clarify that despite, or sometimes due to, communication uncertainty, both sides can achieve success in the online gig economy.

scholarly journals Uncertainty Management in Knowledge Modelling

2015 ◽  
Vol 19 ◽  
pp. 4-11 ◽  
Author(s):  
László Kovács ◽  
Sándor Radeleczki
Keyword(s):  
Uncertainty Management ◽  
Knowledge Modelling

Testing the Theory of Communication and Uncertainty Management in the Context of Digital Transformation with Transformational Leadership as a Moderator

2021 ◽  
pp. 232948842110239
Author(s):  
Masaki Matsunaga
Keyword(s):  
Social Support ◽  
Transformational Leadership ◽  
Job Performance ◽  
Self Efficacy ◽  
Relevant Literature ◽  
Uncertainty Management ◽  
Digital Transformation ◽  
Negative Effects ◽  
Positive Effects ◽  
The Impact

Digital transformation provokes a great deal of uncertainty among employees. To gain insights into how employees manage the uncertainty driven by digital transformation and also how leaders can support them, this study has drawn on the theory of communication and uncertainty management (TCUM), which posits that the impact of uncertainty varies by how individuals appraise it and social support enhances positive appraisal. Based on those tenets, the current study advanced the following hypotheses: (a) uncertainty has direct and indirect negative effects on employees’ appraisal of digital transformation, self-efficacy, and job performance; (b) in contrast, direct supervisors’ transformational leadership has direct and indirect positive effects on appraisal, self-efficacy, and job performance; and also (c) transformational leadership moderates the impact of uncertainty. SEM with 4-wave time-separated data ( N = 873 employee-supervisor dyads in Japan) found support for these hypotheses. The obtained findings are discussed with reference to TCUM, transformational leadership, and other relevant literature.

Sign in / Sign up

Export Citation Format

Share Document