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A systematic literature review of artificial intelligence (AI) in coaching: insights for future research and product development
16 references·10 citing·52 second hop
A systematic literature review of artificial intelligence (AI) in coaching: insights for future research and product development (2025)A systematic literature review of artific…Opinion Paper: “So what if ChatGPT wrote it?” Multidisciplinary perspectives on opportunities, challenges and implications of generative conversational AI for research, practice and policy (2023)Opinion Paper: “So what if Ch…Ethics of AI: A Systematic Literature Review of Principles and Challenges (2022)Ethics of AI: A Systematic Li…Comparing artificial intelligence and human coaching goal attainment efficacy (2022)Comparing artificial intellig…The PRISMA 2020 statement: an updated guideline for reporting systematic reviews (2021)The PRISMA 2020 statement: an…Bias and Discrimination in AI: A Cross-Disciplinary Perspective (2021)Bias and Discrimination in AI…Coaching With Artificial Intelligence: Concepts and Capabilities (2020)Coaching With Artificial Inte…A systematic review of executive coaching outcomes: Is it the journey or the destination that matters the most? (2018)A systematic review of execut…ROBINS-I: a tool for assessing risk of bias in non-randomised studies of interventions (2016)ROBINS-I: a tool for assessin…The effectiveness of workplace coaching: A meta‐analysis of learning and performance outcomes from coaching (2015)The effectiveness of workplac…Empathy: A Review of the Concept (2014)Empathy: A Review of the Conc…Does coaching work? A meta-analysis on the effects of coaching on individual level outcomes in an organizational context (2013)Does coaching work? A meta-an…A Systematic Review of the Literature on Health and Wellness Coaching: Defining a Key Behavioral Intervention in Healthcare (2013)A Systematic Review of the Li…Reviewing studies with diverse designs: the development and evaluation of a new tool (2011)Reviewing studies with divers…A critical review of executive coaching research: a decade of progress and what's to come (2011)A critical review of executiv…Preferred Reporting Items for Systematic Reviews and Meta-Analyses: The PRISMA Statement (2009)Preferred Reporting Items for…The need to belong: Desire for interpersonal attachments as a fundamental human motivation. (1995)The need to belong: Desire fo…Exploring artificial intelligence coaching’s role in translating business training into real-world applications (2026)Exploring artificial intellig…Designing AI coaches: a scoping review (2026)Designing AI coaches: a scopi…Comparing GROW, solution-focused and CBT coaching chatbots: a self-determination and transformative learning perspective (2026)Comparing GROW, solution-focu…Coaching leaders for transformative learning: a hybrid intelligence framework for integrating human and AI coaches (2026)Coaching leaders for transfor…Are You Having a Laugh? Exploring Human Coach Distinctiveness in an Age of AI: An IPA Study of the Role of Humor in Coaching (2026)Are You Having a Laugh? Explo…A randomised controlled comparison of the effectiveness of human and AI chatbot coaching with goal attainment, wellbeing and self-efficacy (2026)A randomised controlled compa…What Does Success Look Like? Catalyzing Meeting Intentionality with AI-Assisted Prospective Reflection (2025)What Does Success Look Like? …Human coaches and AI coaching agents: an exploratory quasi-experimental study of workplace client attitudes (2025)Human coaches and AI coaching…A Systematic Literature Review and Bibliometric Analysis of Workplace Coaching (2025)A Systematic Literature Revie…‘Getting better all the time’: using professional human coach competencies to evaluate the quality of AI coaching agent performance (2025)‘Getting better all the time’…Naturalistic inquiry (1985)Quality in qualitative evaluation : a framework for assessing research evidence (2003)Convergent and sequential synthesis designs: implications for conducting and reporting systematic reviews of qualitative and quantitative evidence (2017)Improving the content validity of the mixed methods appraisal tool: a modified e-Delphi study (2019)Quality assessment with diverse studies (QuADS): an appraisal tool for methodological and reporting quality in systematic reviews of mixed- or multi-method studies (2021)Strengthening the Reporting of Observational Studies in Epidemiology (STROBE): Explanation and Elaboration (2007)The PRISMA Statement for Reporting Systematic Reviews and Meta-Analyses of Studies That Evaluate Health Care Interventions: Explanation and Elaboration (2009)The PRISMA Statement for Reporting Systematic Reviews and Meta-Analyses of Studies That Evaluate Health Care Interventions: Explanation and Elaboration (2009)The PRISMA statement for reporting systematic reviews and meta-analyses of studies that evaluate healthcare interventions: explanation and elaboration (2009)Rayyan—a web and mobile app for systematic reviews (2016)The theory of planned behavior (1991)Preferred reporting items for systematic reviews and meta-analyses: the PRISMA statement (2009)Preferred Reporting Items for Systematic Reviews and Meta-Analyses: The PRISMA Statement (2009)Compendium of the Health and Wellness Coaching Literature (2017)Long-term effectiveness of health coaching in rehabilitation and prevention: A systematic review (2017)Transforming the Veterans Affairs to a Whole Health System of Care (2020)Attachment and Loss (1969)The Evolution of Cooperation (1981)Stress, social support, and the buffering hypothesis. 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References

  • 2021The PRISMA 2020 statement: an updated guideline for reporting systematic reviews107,380 cited
  • 2009Preferred Reporting Items for Systematic Reviews and Meta-Analyses: The PRISMA Statement37,549 cited
  • 1995The need to belong: Desire for interpersonal attachments as a fundamental human motivation.21,991 cited
  • 2016ROBINS-I: a tool for assessing risk of bias in non-randomised studies of interventions20,225 cited
  • 2023Opinion Paper: “So what if ChatGPT wrote it?” Multidisciplinary perspectives on opportunities, challenges and implications of generative conversational AI for research, practice and policy4,557 cited
  • 2014Empathy: A Review of the Concept1,653 cited
  • 2013Does coaching work? A meta-analysis on the effects of coaching on individual level outcomes in an organizational context769 cited
  • 2011Reviewing studies with diverse designs: the development and evaluation of a new tool714 cited
  • 2015The effectiveness of workplace coaching: A meta‐analysis of learning and performance outcomes from coaching611 cited
  • 2013A Systematic Review of the Literature on Health and Wellness Coaching: Defining a Key Behavioral Intervention in Healthcare434 cited
  • 2021Bias and Discrimination in AI: A Cross-Disciplinary Perspective307 cited
  • 2011A critical review of executive coaching research: a decade of progress and what's to come297 cited
  • 2018A systematic review of executive coaching outcomes: Is it the journey or the destination that matters the most?

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253 cited
  • 2022Ethics of AI: A Systematic Literature Review of Principles and Challenges169 cited
  • 2020Coaching With Artificial Intelligence: Concepts and Capabilities157 cited
  • 2022Comparing artificial intelligence and human coaching goal attainment efficacy147 cited
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    • 2025‘Getting better all the time’: using professional human coach competencies to evaluate the quality of AI coaching agent performance15 cited
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    • 2026A randomised controlled comparison of the effectiveness of human and AI chatbot coaching with goal attainment, wellbeing and self-efficacy8 cited
    • 2025What Does Success Look Like? Catalyzing Meeting Intentionality with AI-Assisted Prospective Reflection7 cited
    • 2025A Systematic Literature Review and Bibliometric Analysis of Workplace Coaching2 cited
    • 2026Exploring artificial intelligence coaching’s role in translating business training into real-world applications2 cited
    • 2026Designing AI coaches: a scoping review2 cited
    • 2026Comparing GROW, solution-focused and CBT coaching chatbots: a self-determination and transformative learning perspective1 cited
    • 2026Coaching leaders for transformative learning: a hybrid intelligence framework for integrating human and AI coaches1 cited
    • 2026Are You Having a Laugh? Exploring Human Coach Distinctiveness in an Age of AI: An IPA Study of the Role of Humor in Coaching1 cited