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Age-related bias and artificial intelligence: a scoping review
16 references·8 citing·38 second hop
Age-related bias and artificial intelligence: a scoping review (2023)Age-related bias and artificial intellige…Digital Ageism: Challenges and Opportunities in Artificial Intelligence for Older Adults (2021)Digital Ageism: Challenges an…A Survey on Bias and Fairness in Machine Learning (2021)A Survey on Bias and Fairness…A Framework of Potential Sources of Harm Throughout the Machine Learning Life Cycle (2021)A Framework of Potential Sour…Uncovering and Mitigating Algorithmic Bias through Learned Latent Structure (2019)Uncovering and Mitigating Alg…The Importance of User Involvement: A Systematic Review of Involving Older Users in Technology Design (2019)The Importance of User Involv…Dissecting racial bias in an algorithm used to manage the health of populations (2019)Dissecting racial bias in an …PRISMA Extension for Scoping Reviews (PRISMA-ScR): Checklist and Explanation (2018)PRISMA Extension for Scoping …AI can be sexist and racist — it’s time to make it fair (2018)AI can be sexist and racist —…The Ugly Truth About Ourselves and Our Robot Creations: The Problem of Bias and Social Inequity (2017)The Ugly Truth About Ourselve…Artificial Intelligence and Legal Analytics (2017)Artificial Intelligence and L…The Language of Ageism: Why We Need to Use Words Carefully (2015)The Language of Ageism: Why W…Getting Grandma Online: Are Tablets the Answer for Increasing Digital Inclusion for Older Adults in the U.S.? (2015)Getting Grandma Online: Are T…Scoping studies: advancing the methodology (2010)Scoping studies: advancing th…‘But obviously not for me’: robots, laboratories and the defiant identity of elder test users (2010)‘But obviously not for me’: r…Scoping studies: towards a methodological framework (2005)Scoping studies: towards a me…Cumulative Advantage/Disadvantage and the Life Course: Cross-Fertilizing Age and Social Science Theory (2003)Cumulative Advantage/Disadvan…“Successful aging” with generative AI: cultural and ethical challenges in representing aging through synthetic imagery (2026)“Successful aging” with gener…Harnessing artificial intelligence for mental well-being of aging populations (2025)Harnessing artificial intelli…Grand Challenges of Smart Technology for Older Adults (2025)Grand Challenges of Smart Tec…A systematic literature review of artificial intelligence (AI) transparency laws in the European Union (EU) and United Kingdom (UK): a socio-legal approach to AI transparency governance (2025)A systematic literature revie…Evaluating predictive artificial intelligence approaches used in mobile health platforms to forecast mental health symptoms among youth: a systematic review (2024)Evaluating predictive artific…Bias Mitigation in Primary Health Care Artificial Intelligence Models: Scoping Review (2024)Bias Mitigation in Primary He…Aging in (con)text: a systematic review on how scientific discourses embed the intersectional reality of elderly (2024)Aging in (con)text: a systema…Productivity in the Virtual Office: Unpacking the Role of Digital Tools and Work-Life Harmony (2023)Productivity in the Virtual O…Three Approaches to Qualitative Content Analysis (2005)A typology of reviews: an analysis of 14 review types and associated methodologies (2009)Updated methodological guidance for the conduct of scoping reviews (2020)Job Market Signaling (1973)Schooling, Experience, and Earnings (1974)The Logic of Practice (1990)Cumulative Advantage as a Mechanism for Inequality: A Review of Theoretical and Empirical Developments (2006)Aging and Cumulative Inequality: How Does Inequality Get Under the Skin? (2009)Stress and Health: Major Findings and Policy Implications (2010)Stereotype Threat and Women's Math Performance (1999)Equality of Opportunity in Supervised Learning (2016)Semantics derived automatically from language corpora contain human-like biases (2017)Five sources of bias in natural language processing (2021)Supporting Human-AI Teams:Transparency, explainability, and situation awareness (2022)Fairness through awareness (2012)Word embeddings quantify 100 years of gender and ethnic stereotypes (2018)Paradoxes of artificial intelligence in consumer markets: Ethical challenges and opportunities (2020)Advances, challenges and opportunities in creating data for trustworthy AI (2022)Responsible artificial intelligence governance: A review and research framework (2025)Preferred reporting items for systematic reviews and meta-analyses: the PRISMA statement (2009)The PRISMA 2020 statement: an updated guideline for reporting systematic reviews (2021)The PRISMA 2020 statement: an updated guideline for reporting systematic reviews (2021)The PRISMA 2020 statement: An updated guideline for reporting systematic reviews (2021)Gender Shades: Intersectional Accuracy Disparities in Commercial Gender Classification (2018)Algorithmic Bias in Education (2021)Connecting the dots in trustworthy Artificial Intelligence: From AI principles, ethics, and key requirements to responsible AI systems and regulation (2023)Fairness and Bias in Artificial Intelligence: A Brief Survey of Sources, Impacts, and Mitigation Strategies (2023)Big Data's Disparate Impact (2014)Fair Prediction with Disparate Impact: A Study of Bias in Recidivism Prediction Instruments (2017)Decolonial AI: Decolonial Theory as Sociotechnical Foresight in Artificial Intelligence (2020)Addressing bias in big data and AI for health care: A call for open science (2021)Systematic review or scoping review? Guidance for authors when choosing between a systematic or scoping review approach (2018)CLAUDETTE: an automated detector of potentially unfair clauses in online terms of service (2019)Scalable and explainable legal prediction (2020)The Next Generation of Research on IS Use: A Theoretical Framework of Delegation to and from Agentic IS Artifacts (2021)Towards a standard for identifying and managing bias in artificial intelligence (2022)Humans inherit artificial intelligence biases (2023)Sociotechnical Harms of Algorithmic Systems: Scoping a Taxonomy for Harm Reduction (2023)
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References

  • 2018PRISMA Extension for Scoping Reviews (PRISMA-ScR): Checklist and Explanation43,318 cited
  • 2005Scoping studies: towards a methodological framework36,603 cited
  • 2010Scoping studies: advancing the methodology15,226 cited
  • 2019Dissecting racial bias in an algorithm used to manage the health of populations7,086 cited
  • 2021A Survey on Bias and Fairness in Machine Learning5,798 cited
  • 2003Cumulative Advantage/Disadvantage and the Life Course: Cross-Fertilizing Age and Social Science Theory2,079 cited
  • 2018AI can be sexist and racist — it’s time to make it fair764 cited
  • 2021A Framework of Potential Sources of Harm Throughout the Machine Learning Life Cycle573 cited
  • 2017Artificial Intelligence and Legal Analytics400 cited
  • 2017The Ugly Truth About Ourselves and Our Robot Creations: The Problem of Bias and Social Inequity336 cited
  • 2021Digital Ageism: Challenges and Opportunities in Artificial Intelligence for Older Adults289 cited
  • 2010‘But obviously not for me’: robots, laboratories and the defiant identity of elder test users273 cited
  • 2015Getting Grandma Online: Are Tablets the Answer for Increasing Digital Inclusion for Older Adults in the U.S.?260 cited
  • 2019The Importance of User Involvement: A Systematic Review of Involving Older Users in Technology Design

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255 cited
  • 2015The Language of Ageism: Why We Need to Use Words Carefully224 cited
  • 2019Uncovering and Mitigating Algorithmic Bias through Learned Latent Structure205 cited
  • Cited by

    • 2025Grand Challenges of Smart Technology for Older Adults44 cited
    • 2024Bias Mitigation in Primary Health Care Artificial Intelligence Models: Scoping Review37 cited
    • 2024Evaluating predictive artificial intelligence approaches used in mobile health platforms to forecast mental health symptoms among youth: a systematic review28 cited
    • 2025A systematic literature review of artificial intelligence (AI) transparency laws in the European Union (EU) and United Kingdom (UK): a socio-legal approach to AI transparency governance24 cited
    • 2024Aging in (con)text: a systematic review on how scientific discourses embed the intersectional reality of elderly5 cited
    • 2025Harnessing artificial intelligence for mental well-being of aging populations4 cited
    • 2026“Successful aging” with generative AI: cultural and ethical challenges in representing aging through synthetic imagery2 cited
    • 2023Productivity in the Virtual Office: Unpacking the Role of Digital Tools and Work-Life Harmony2 cited