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A Bibliometric Analysis and Visualization of Decision Support Systems for Healthcare Referral Strategies

Author

Listed:
  • Hesham Ali Behary Aboelkhir

    (College of Science and Engineering, Hamad Bin Khalifa University, Doha 34110, Qatar)

  • Adel Elomri

    (College of Science and Engineering, Hamad Bin Khalifa University, Doha 34110, Qatar)

  • Tarek Y. ElMekkawy

    (Department of Mechanical and Industrial Engineering, College of Engineering, Qatar University, Doha 2713, Qatar)

  • Laoucine Kerbache

    (College of Science and Engineering, Hamad Bin Khalifa University, Doha 34110, Qatar)

  • Mohamed S. Elakkad

    (Surgical Research Section, Department of Surgery, Hamad Medical Corporation, Doha 3050, Qatar)

  • Abdulla Al-Ansari

    (Surgical Research Section, Department of Surgery, Hamad Medical Corporation, Doha 3050, Qatar)

  • Omar M. Aboumarzouk

    (Surgical Research Section, Department of Surgery, Hamad Medical Corporation, Doha 3050, Qatar
    College of Medicine, QU-Health, Qatar University, Doha 2713, Qatar
    School of Medicine, Dentistry and Nursing, The University of Glasgow, Glasgow G12 8QQ, UK)

  • Abdelfatteh El Omri

    (Surgical Research Section, Department of Surgery, Hamad Medical Corporation, Doha 3050, Qatar)

Abstract

Background: The referral process is an important research focus because of the potential consequences of delays, especially for patients with serious medical conditions that need immediate care, such as those with metastatic cancer. Thus, a systematic literature review of recent and influential manuscripts is critical to understanding the current methods and future directions in order to improve the referral process. Methods: A hybrid bibliometric-structured review was conducted using both quantitative and qualitative methodologies. Searches were conducted of three databases, Web of Science, Scopus, and PubMed, in addition to the references from the eligible papers. The papers were considered to be eligible if they were relevant English articles or reviews that were published from January 2010 to June 2021. The searches were conducted using three groups of keywords, and bibliometric analysis was performed, followed by content analysis. Results: A total of 163 papers that were published in impactful journals between January 2010 and June 2021 were selected. These papers were then reviewed, analyzed, and categorized as follows: descriptive analysis ( n = 77), cause and effect ( n = 12), interventions ( n = 50), and quality management ( n = 24). Six future research directions were identified. Conclusions: Minimal attention was given to the study of the primary referral of blood cancer cases versus those with solid cancer types, which is a gap that future studies should address. More research is needed in order to optimize the referral process, specifically for suspected hematological cancer patients.

Suggested Citation

  • Hesham Ali Behary Aboelkhir & Adel Elomri & Tarek Y. ElMekkawy & Laoucine Kerbache & Mohamed S. Elakkad & Abdulla Al-Ansari & Omar M. Aboumarzouk & Abdelfatteh El Omri, 2022. "A Bibliometric Analysis and Visualization of Decision Support Systems for Healthcare Referral Strategies," IJERPH, MDPI, vol. 19(24), pages 1-27, December.
  • Handle: RePEc:gam:jijerp:v:19:y:2022:i:24:p:16952-:d:1006091
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    References listed on IDEAS

    as
    1. Robert Dunlea & Leslie Lenert, 2015. "Understanding Patients’ Preferences for Referrals to Specialists for an Asymptomatic Condition," Medical Decision Making, , vol. 35(6), pages 691-702, August.
    2. Mascia, Daniele & Angeli, Federica & Di Vincenzo, Fausto, 2015. "Effect of hospital referral networks on patient readmissions," Social Science & Medicine, Elsevier, vol. 132(C), pages 113-121.
    3. Bornmann, Lutz & Marx, Werner, 2018. "Critical rationalism and the search for standard (field-normalized) indicators in bibliometrics," Journal of Informetrics, Elsevier, vol. 12(3), pages 598-604.
    4. Li, Na & Pan, Jie & Xie, Xiaoqing, 2020. "Operational decision making for a referral coordination alliance- When should patients be referred and where should they be referred to?," Omega, Elsevier, vol. 96(C).
    5. Laura Esteve-Matalí & Ingrid Vargas & Franco Amigo & Pere Plaja & Francesc Cots & Erick F. Mayer & Joan-Manuel Pérez-Castejón & María-Luisa Vázquez, 2021. "Understanding How to Improve the Use of Clinical Coordination Mechanisms between Primary and Secondary Care Doctors: Clues from Catalonia," IJERPH, MDPI, vol. 18(6), pages 1-18, March.
    6. Govindan, Kannan & Soleimani, Hamed & Kannan, Devika, 2015. "Reverse logistics and closed-loop supply chain: A comprehensive review to explore the future," European Journal of Operational Research, Elsevier, vol. 240(3), pages 603-626.
    7. Li, Na & Zhang, Yue & Teng, De & Kong, Nan, 2021. "Pareto optimization for control agreement in patient referral coordination," Omega, Elsevier, vol. 101(C).
    8. Lutz Bornmann & Hans‐Dieter Daniel, 2007. "What do we know about the h index?," Journal of the American Society for Information Science and Technology, Association for Information Science & Technology, vol. 58(9), pages 1381-1385, July.
    9. Zhou, Shenghai & Li, Debiao & Yin, Yong, 2021. "Coordinated appointment scheduling with multiple providers and patient-and-physician matching cost in specialty care," Omega, Elsevier, vol. 101(C).
    10. Chiara Pittalis & Ruairi Brugha & Jakub Gajewski, 2019. "Surgical referral systems in low- and middle-income countries: A review of the evidence," PLOS ONE, Public Library of Science, vol. 14(9), pages 1-16, September.
    11. Ryan Tandjung & Seraina Morell & Andreas Hanhart & Andreas Haefeli & Fabio Valeri & Thomas Rosemann & Oliver Senn, 2017. "Referral determinants in Swiss primary care with a special focus on managed care," PLOS ONE, Public Library of Science, vol. 12(11), pages 1-10, November.
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