Research map: Artificial intelligence-based nurse scheduling in healthcare: A scoping review of functional features and empirical outcomes

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  1. PRISMA Extension for Scoping Reviews (PRISMA-ScR): Checklist and Explanation · Andrea C. Tricco · 2018 · 44107 citations · Cited by this paper
  2. Adolescents' and parents' perspectives on attrition from pediatric obesity therapeutic patient education programs: A qualitative study · 2026 · Related
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  5. Recommendations for the extraction, analysis, and presentation of results in scoping reviews · Danielle Pollock · 2022 · 1952 citations · Cited by this paper
  6. Moderating effects of maternal–infant interaction on the relationship between adverse neonatal exposures and the development of autistic behaviors at follow-up: A preterm birth cohort study · 2026 · Related
  7. The State of the Art of Nurse Rostering · Edmund K. Burke · 2004 · 950 citations · Cited by this paper
  8. Harnessing leadership experiences for improved healthcare delivery: A scoping review of the experiences of healthcare leaders in navigating crisis · 2026 · Related
  9. Healthcare scheduling in optimization context: a review · Zahraa Adnan Abdalkareem · 2021 · 220 citations · Cited by this paper
  10. Delivering on person-centred fundamental care: how far have we (really) come? A 10-year retrospective · 2026 · Related
  11. Using simulation technique and genetic algorithm to improve the quality care of a hospital emergency department · Jia‐Rong Yeh · 2006 · 182 citations · Cited by this paper
  12. Advancing qualitative analysis in nursing research: Comparing text analysis rigor and efficiency of large language models with human-coded analysis for interview data · 2026 · Related
  13. A Two-Stage Stochastic Integer Programming Approach to Integrated Staffing and Scheduling with Application to Nurse Management · Kibaek Kim · 2015 · 143 citations · Cited by this paper
  14. Co-designing a family-centered intervention to support home-based caregiving in advanced chronic illness: A double diamond framework-guided process · 2026 · Related
  15. Finding good nurse duty schedules: a case study · Maxim Bester · 2007 · 85 citations · Cited by this paper
  16. Identifying trends in nurse retention via routinely collected operational data (the NuRS Study): A retrospective multi-centre exploratory analysis of voluntary turnover across acute hospital and mental health settings · 2026 · Related
  17. The impact of nurse staffing methodologies on nurse and patient outcomes: A systematic review · Di Twigg · 2021 · 79 citations · Cited by this paper
  18. Tailored behavioral personas of large language model use among Chinese nursing students: A qualitative study · 2026 · Related
  19. The Nurse Scheduling Problem in Real-Life · Antoine Legrain · 2014 · 76 citations · Cited by this paper
  20. A Survey of the Nurse Rostering Solution Methodologies: The State-of-the-Art and Emerging Trends · Chong Man Ngoo · 2022 · 54 citations · Cited by this paper
  21. Impact of Artificial Intelligence–Based Technology on Nurse Management: A Systematic Review · A. García · 2024 · 49 citations · Cited by this paper
  22. A comparison of two approaches to nurse rostering problems · Sanja Petrović · 2010 · 44 citations · Cited by this paper
  23. Nurse Scheduling Using Genetic Algorithm · Komgrit Leksakul · 2014 · 39 citations · Cited by this paper
  24. A Hybrid Genetic Algorithm for Nurse Scheduling Problem considering the Fatigue Factor · Atefeh Amindoust · 2021 · 37 citations · Cited by this paper
  25. The nurse rostering problem: from operational research to organizational reality? · Robert G. Drake · 2013 · 35 citations · Cited by this paper
  26. A flexible mixed integer programming-based system for real-world nurse rostering · Elín Björk Böðvarsdóttir · 2021 · 22 citations · Cited by this paper
  27. Integrating Nurse Preferences Into AI-Based Scheduling Systems: Qualitative Study · Fabienne Josefine Renggli · 2025 · 21 citations · Cited by this paper
  28. Shift nurses’ work quality and job satisfaction after implementing the Inha University hospital nursing AI scheduling system (IH-NASS) · Hye Won Kang · 2025 · 21 citations · Cited by this paper
  29. Prediction-Driven Surge Planning with Application to Emergency Department Nurse Staffing · Yue Hu · 2024 · 20 citations · Cited by this paper
  30. Exploring nurse perspectives on AI-based shift scheduling for fairness, transparency, and work-life balance · Maisa Gerlach · 2025 · 19 citations · Cited by this paper
  31. Artificial Intelligence and Nursing Management: Opportunities, Challenges, and Ethical Considerations—A Scoping Review · Maryam Sadat Katebi · 2025 · 16 citations · Cited by this paper
  32. Nurse Staffing Configurations and Nurse Absence Due to Sickness · Chiara Dall’Ora · 2025 · 15 citations · Cited by this paper
  33. Nurse rostering with fatigue modelling · Kjartan Kastet Klyve · 2022 · 14 citations · Cited by this paper
  34. A Review of the Scheduling Problem within Canadian Healthcare Centres · Connor Little · 2022 · 13 citations · Cited by this paper
  35. Nurse Leadership and Artificial Intelligence Integration in Nursing Workforce Management: A Scoping Review · Frank Kiwanuka · 2025 · 10 citations · Cited by this paper
  36. Addressing Home Healthcare Staffing Challenges Through Geo-Intelligent Scheduling · Larry S. Schwartz · 2020 · 2 citations · Cited by this paper
  37. Intelligent System Based on Round Robin and Genetic Algorithm for Managing Nurse Schedules in Health Centres in Peru · Dana Vallejos · 2024 · 2 citations · Cited by this paper

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