Bias reduction - PowerPoint PPT Presentation


Gus J. Solomon’s Voir Voir Dire Academy

Explore the world of Voir Dire Academy through images and resources, including federal and state court jury orientation videos, open-ended questions, and guidance on questions to avoid in Voir Dire. Engage in insightful content covering topics like unconscious bias, understanding implicit bias, and

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Challenging Bias in Research Impact LibGuides

Explore Sheila Craft-Morgan's research on the absence of bias-related resources in research impact LibGuides. Discover the implications and call to rethink what counts in research metrics to address implicit and explicit biases effectively.

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Historic Investments in Climate Action: Inflation Reduction Act May 2023

The Inflation Reduction Act (IRA) of May 2023 focuses on making significant investments in climate action to reduce U.S. emissions by an estimated 40% by 2030. This act supports disadvantaged communities, the clean energy industry, and aims to drive emissions reductions over the next decade while pa

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Ethical Considerations in AI: Representation, Bias, and Fairness

Exploring the ethical dimensions of artificial intelligence (AI) reveals the unique position AI systems hold in behaving ethically. From causality to interpretability, bias, and privacy concerns, this discussion sheds light on the importance of ethical considerations in AI development and implementa

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Understanding Culture, Identity, Bias, and Diversity in the Workplace

This presentation highlights the importance of understanding culture, identity, bias, and their impacts in the workplace. Through courageous conversations and diversity training, participants learn to unpack implicit bias, combat bias, and develop teamwork skills. The session emphasizes staying enga

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Unconscious Bias

Delve into the realm of diversity, equity, and inclusion through an interactive workshop focused on understanding unconscious bias, reducing bias in a safe space, intentional application in clinical settings, and successful interactions with diverse colleagues and patients. Engage in thought-provoki

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Understanding and Avoiding Bias in Evidence-Based Responses

Recognizing bias in oneself and others is crucial when collecting evidence. Different types of bias, such as confirmation bias, can influence decisions and behaviors significantly. By exploring our own thinking and accessing curated resources to learn about bias, we can develop a deeper understandin

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Evaluating Gender Bias in BERTi: Insights on Large Language Models

This study delves into gender bias evaluation in BERTi, a large language model trained on South Slavic data. It explores issues in language modeling, the impact of social biases in artificial intelligence, and training processes of Large Language Models (LLMs). Additionally, it discusses how LLMs le

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Recognizing Hidden Bias in the Workplace

In the workplace, hidden bias, also known as implicit bias, can significantly impact hiring, employment decisions, and overall workplace dynamics. Deloitte's 2019 State of Inclusion Survey revealed that a substantial percentage of workers experienced bias at least monthly. Hidden biases can be based

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Ohio Collaborative Standard Bias-Free Policing

Explore the Ohio Collaborative program for bias-free policing, focusing on maintaining public trust, transparency, and adherence to laws. Learn about the state's commitment to eliminating biased-based profiling and promoting responsible policing practices.

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Implicit Bias in Dance: Exploring Unconscious Beliefs and Behaviors

Explore implicit bias in the context of dance research through the lens of unconscious beliefs affecting judgments, behaviors, and social interactions. The discussion delves into the impact of implicit cognition on various aspects like self-esteem, social judgment, decision-making, and prejudice, hi

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Understanding Observational Studies in Epidemiology

Delve into the realm of observational studies in epidemiology, exploring concepts such as error, bias, and confounding. Discover the significance of various study designs, from case reports to prospective cohort studies, in elucidating associations and establishing causality in non-communicable dise

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Harm Reduction in Addiction Psychiatry: A Comprehensive Overview

Harm reduction in addiction psychiatry is a client-centered approach that focuses on reducing negative consequences associated with substance use. This philosophy involves practical strategies and principles aimed at promoting safer drug use practices. The historical background traces the evolution

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Techniques of Fracture Reduction in Veterinary Medicine

Explore the techniques of fracture reduction in veterinary surgery, including closed reduction and toggling method, explained by Dr. Archana Kumari. Learn about the advantages of closed reduction, indications for treatment, and the step-by-step technique involved in reducing fractures in animals. Di

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Understanding and Overcoming Bias in Interviewing

Bias in interviewing can arise from implicit and explicit prejudices, impacting perceptions and interactions with interviewees. Implicit biases are unconscious, while explicit biases are deliberate. Recognizing and addressing biases is essential to conduct fair and effective interviews. Examples ill

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Investigating Bias and Conflict of Interest: Guidelines for Fair Adjudication

Explore the intricacies of bias and conflict of interest in investigations, learn how to identify and counteract them to ensure fairness in decision-making. Topics include understanding bias, detecting it, LGBTQ terminology, evidence collection, and remedial actions like recusal. Navigate the nuance

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Overcoming Unconscious Bias in Talent Acquisition Process

Overcoming Unconscious Bias in Talent Acquisition Process emphasizes the importance of addressing unconscious bias in hiring practices through awareness and control. The content delves into defining unconscious bias, its impact on diversity, examples, and strategies for managing bias. The University

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Understanding Energy Analysis in Size Reduction Equipments

This comprehensive overview delves into the energy analysis involved in size reduction equipment, exploring topics such as objectives of size reduction units, sieve analysis for particle size distribution, mesh number system, and mathematical models for energy analysis in size reduction units. Dr. J

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The Importance of Open Science and Reproducibility in Scientific Research

Open Science emphasizes the open sharing of scientific knowledge, research data, and publications. It promotes transparency by making data, methodologies, and results accessible to all. This approach helps in reproducibility, ensuring the reliability and integrity of research findings. By addressing

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Understanding and Utilizing Bias in Legal Proceedings

Exploring the complexities of bias in legal settings, this content provides insights on identifying, addressing, and leveraging bias in litigation. From defining various forms of bias to strategies for cross-examination and case presentation, it equips legal professionals with practical knowledge to

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Understanding Voltage Divider Biasing in Transistors

Study how to bias a transistor for linear operation using a resistive voltage divider connected to a single source. Learn the design principles, loading effects, stability considerations, and how to calculate key parameters for a successful voltage divider bias circuit.

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Understanding Party Identification and Voter Bias in Voting Behavior Theories

Party identification theory posits that voters develop a psychological attachment to political parties, leading to long-term support independent of policies. Voter bias reflects individuals favoring their own party despite performance evaluations. These theories emphasize early socialization and cla

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Understanding Odds Ratio and Bias in Case-Control Studies

This educational material covers the essentials of odds ratio and bias in case-control studies, including how to construct a 2x2 table, calculate odds ratio, define bias, and interpret results. A specific case study on pesticide exposure and cancer is presented to illustrate these concepts. Readers

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Types of Bias in Epidemiological Studies

Bias in epidemiological studies can arise from misclassification of observations and exposures, leading to incorrect associations between variables. Observation bias, misclassification bias, and non-differential misclassification can impact the accuracy of study results, either minimizing difference

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Understanding Bias and Validity in Statistical Analysis

Statistical analysis involves considerations of chance, bias, confounding, causation, sample size, and power to ensure valid results. Understanding the impact of these factors is crucial for accurate interpretation of study outcomes and decision-making processes.

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Understanding Diode Junction Biasing: Zero and Forward Bias Conditions

In the world of electronics, diode junction biasing plays a crucial role. This article delves into the concepts of zero and forward bias conditions for diodes. When a diode is zero-biased, no external potential energy is applied, while in forward bias, a specific voltage is introduced to initiate cu

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Is Your Analytics Software Lying to You_ How to Spot and Correct Data Bias

Data bias can distort your analytics and lead to misguided decisions. In this blog, learn how to identify common signs of data bias, understand its impacts, and explore effective strategies to correct it. Enhance the accuracy and reliability of your insights with practical tips and advanced tools, e

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Understanding Bias and Variance in Machine Learning Models

Explore the concepts of overfitting, underfitting, bias, and variance in machine learning through visualizations and explanations by Geoff Hulten. Learn how bias error and variance error impact model performance, with tips on finding the right balance for optimal results.

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Understanding Implicit Bias in Medical Education

Delve into the origins, forms, and manifestations of bias in clinical and medical education settings. Learn strategies to mitigate and address bias through a detailed exploration of terms like System 1 and System 2 thinking, implicit bias, race/racism, sexism, microaggressions, and more. Gain insigh

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Understanding Bias in Sampling and Surveys

Bias in sampling and surveys can arise from undercoverage, nonresponse, and response bias. Even when samples are randomly selected, various factors can lead to inaccurate results. Researchers need to be aware of these biases and take steps to minimize them, such as testing surveys before full deploy

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Understanding Transistor Bias Circuits for Linear Amplification

Transistor bias circuits play a crucial role in setting the DC operating point for proper linear amplification. A well-biased transistor ensures the signal variations at the input are accurately reproduced at the output without distortion. Various biasing methods such as Voltage-Divider Bias, Emitte

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Novel Cognitive Target for Treating Irritability and Anxiety in Youth

Research explores Hostile Interpretation Bias as a potential target for treating co-occurring irritability and anxiety in youth. The study investigates why this bias persists in irritable individuals and proposes Interpretation Bias Training as a treatment approach. Computational learning models are

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Evaluating Bias in Value-Added Models Using Prior Scores

Outcome-based value-added (VA) models are commonly used to assess productivity in various fields. This study explores the use of prior scores to evaluate bias in VA estimates, focusing on the correlation between current teacher VA and lagged outcomes. The analysis highlights the sensitivity of balan

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Volkswagen Trust Climate Pollution Reduction Grants Missouri Community Kickoff

Volkswagen Trust Climate Pollution Reduction Grants are part of the Inflation Reduction Act, aiming to reduce greenhouse gas emissions. The grant breakdown includes $250 million for planning grants and $4.6 billion for plan implementation. Missouri's Department of Natural Resources is leading the pl

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Managing Reporting Bias in Systematic Reviews - Strategies and Consequences

Reporting bias poses a significant threat to the accuracy of systematic reviews, with publication bias affecting up to 50% of trials. This bias distorts treatment effect estimates, leading to exaggerated outcomes. Strategies to mitigate reporting bias include searching bibliographical databases, exp

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Methylene Blue Reduction Test for Milk Quality Assessment

The Methylene Blue Reduction (MBR) test is utilized to assess the quality of milk based on the reduction of color imparted by a dye. The disappearance of color indicates the presence of bacteria in milk. This test involves adding methylene blue dye to milk samples, observing the color change, and me

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Understanding Oxidation-Reduction Reactions in Chemistry

Explore the concept of oxidation and reduction in chemistry, which are fundamental processes that occur simultaneously in oxidation-reduction reactions. Learn about the role of oxygen, different types of oxidation reactions beyond burning, such as bleaching stains, and the concept of reduction invol

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Age Differences in Positivity Bias During Episodic Future Thought Study

The study explores how positivity bias varies across different age groups during episodic future thought, investigating memory recall and emotional valence in young, middle-aged, and older adults. Results suggest older adults exhibit more positivity in recalling past events but the same bias may not

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Understanding Bias Correction Methods in Weather Forecasting

This tutorial delves into the process of bias correction in weather forecasting, specifically focusing on methods to improve the accuracy of raw ensemble forecasts. It covers the computation of biases, post-processing techniques, and the application of average bias values to enhance the reliability

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Choosing Between Observational Study and Experiment in Research

Observational studies involve recording data without interfering with subjects, while experiments impose treatments on subjects to establish cause and effect. A well-controlled experiment is crucial for determining causation, while observational studies can provide quick results at lower costs. Each

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