IDEAS home Printed from https://ideas.repec.org/a/ibn/ibrjnl/v10y2017i5p29-38.html

Retention and Task Shifting in Human Resources for Health through Data Mining

Author

Listed:
  • Cheng-Kun Wang

Abstract

Human resources for health (HRH) are the backbone of the healthcare system, but a shortage of medical manpower and the misdistribution of human resources are critical problems in the rural areas of many countries till 2017. The shortage of medical manpower is a big issue between 2004 and 2013. Data mining of bibliometrics is a good tool to find the solutions for shortage of medical manpower. By analyzing 118,092 citations in 2,000 articles published in the SSCI and SCI databases addressing HRH from 2004 to 2013, we plotted the networks among authors in the field. We combine quantitative bibliometrics and a qualitative literature review to determine the important articles and to realize the relationships between important topics in this field. We find that retention and task shifting are the hot topics in HRH field between 2004 and 2013, and find out the solutions for these issues through literature review in later papers. The solution to the HRH shortage is to determine the motivations of health workers and to provide incentives to maintain their retention. Task shifting is another solution to the HRH crisis.

Suggested Citation

  • Cheng-Kun Wang, 2017. "Retention and Task Shifting in Human Resources for Health through Data Mining," International Business Research, Canadian Center of Science and Education, vol. 10(5), pages 29-38, May.
    • Handle: RePEc:ibn:ibrjnl:v:10:y:2017:i:5:p:29-38
    as

    Download full text from publisher

    File URL: http://www.ccsenet.org/journal/index.php/ibr/article/view/66571/36524
    Download Restriction: no
    File URL: http://www.ccsenet.org/journal/index.php/ibr/article/view/66571
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Franco, Lynne Miller & Bennett, Sara & Kanfer, Ruth, 2002. "Health sector reform and public sector health worker motivation: a conceptual framework," Social Science & Medicine, Elsevier, vol. 54(8), pages 1255-1266, April.
    2. Katherine W. McCain, 1990. "Mapping authors in intellectual space: A technical overview," Journal of the American Society for Information Science, Association for Information Science & Technology, vol. 41(6), pages 433-443, September.
    Full references (including those not matched with items on IDEAS)

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Yuk Ming Tang & Ka Yin Chau, 2025. "Blockchain evolution and management theoretical (BEMT) model based on integrated semantic similarity and co-citation analysis for next generation service industry," Operations Management Research, Springer, vol. 18(2), pages 475-494, June.
    2. Stefano D’Angelo & Angelo Cavallo & Antonio Ghezzi & Francesco Di Lorenzo, 2024. "Understanding corporate entrepreneurship in the digital age: a review and research agenda," Review of Managerial Science, Springer, vol. 18(12), pages 3719-3774, December.
    3. Christopher H. Herbst & Monique Vledder & Karen Campbell & Mirja Sjöblom & Agnes Soucat, 2011. "The Human Resources for Health Crisis in Zambia : An Outcome of Health Worker Entry, Exit, and Performance within the National Health Labor Market," World Bank Publications - Books, The World Bank Group, number 5938, April.
    4. Livio Cricelli & Michele Grimaldi & Silvia Vermicelli, 2022. "Crowdsourcing and open innovation: a systematic literature review, an integrated framework and a research agenda," Review of Managerial Science, Springer, vol. 16(5), pages 1269-1310, July.
    5. Razee, Husna & Whittaker, Maxine & Jayasuriya, Rohan & Yap, Lorraine & Brentnall, Lee, 2012. "Listening to the rural health workers in Papua New Guinea – The social factors that influence their motivation to work," Social Science & Medicine, Elsevier, vol. 75(5), pages 828-835.
    6. Ramón Barrera-Barrera, 2022. "Selecting the appropriate leading journal in Hospitality and Tourism research: a guide based on the topic-journal fit and the JCR impact factor," Scientometrics, Springer;Akadémiai Kiadó, vol. 127(4), pages 1801-1823, April.
    7. Abdelkebir Sahid & Yassine Maleh & Karim Ouazzane, 2025. "Changing landscape of fake news research on social media: a bibliometric analysis," Quality & Quantity: International Journal of Methodology, Springer, vol. 59(2), pages 901-954, April.
    8. Giulia Calabretta & Boris Durisin & Marco Ogliengo, 2011. "Uncovering the Intellectual Structure of Research in Business Ethics: A Journey Through the History, the Classics, and the Pillars of Journal of Business Ethics," Journal of Business Ethics, Springer, vol. 104(4), pages 499-524, December.
    9. Shashi & Piera Centobelli & Roberto Cerchione & Amit Mittal, 2021. "Managing sustainability in luxury industry to pursue circular economy strategies," Business Strategy and the Environment, Wiley Blackwell, vol. 30(1), pages 432-462, January.
    10. Gallego-Losada, María-Jesús & Montero-Navarro, Antonio & García-Abajo, Elisa & Gallego-Losada, Rocío, 2023. "Digital financial inclusion. Visualizing the academic literature," Research in International Business and Finance, Elsevier, vol. 64(C).
    11. Maria Glinyanova & Ricarda B. Bouncken & Victor Tiberius & Antonio C. Cuenca Ballester, 2021. "Five decades of corporate entrepreneurship research: measuring and mapping the field," International Entrepreneurship and Management Journal, Springer, vol. 17(4), pages 1731-1757, December.
    12. Dixit, Aasheesh & Jakhar, Suresh Kumar, 2021. "Airport capacity management: A review and bibliometric analysis," Journal of Air Transport Management, Elsevier, vol. 91(C).
    13. Barr, Abigail & Lindelow, Magnus & Serneels, Pieter, 2010. "Corrigendum to "Corruption in public service delivery: An experimental analysis" [J. Econ. Behav. Organ. 72 (1) (2009) 225-239]," Journal of Economic Behavior & Organization, Elsevier, vol. 73(2), pages 294-296, February.
    14. Feifei Wang & Junping Qiu & Houqiang Yu, 2012. "Research on the cross-citation relationship of core authors in scientometrics," Scientometrics, Springer;Akadémiai Kiadó, vol. 91(3), pages 1011-1033, June.
    15. Ren, Yi-Shuai & Ma, Chao-Qun & Chen, Xun-Qi & Lei, Yu-Tian & Wang, Yi-Ran, 2023. "Sustainable finance and blockchain: A systematic review and research agenda," Research in International Business and Finance, Elsevier, vol. 64(C).
    16. Yi Bu & Binglu Wang & Win-bin Huang & Shangkun Che & Yong Huang, 2018. "Using the appearance of citations in full text on author co-citation analysis," Scientometrics, Springer;Akadémiai Kiadó, vol. 116(1), pages 275-289, July.
    17. Ruimin Ma & Qiangbin Dai & Chaoqun Ni & Xuelu Li, 2009. "An author co-citation analysis of information science in China with Chinese Google Scholar search engine, 2004–2006," Scientometrics, Springer;Akadémiai Kiadó, vol. 81(1), pages 33-46, October.
    18. Lewis, Maureen & Pettersson, Gunilla, 2009. "Governance in health care delivery : raising performance," Policy Research Working Paper Series 5074, The World Bank.
    19. Jianhua Hou, 2017. "Exploration into the evolution and historical roots of citation analysis by referenced publication year spectroscopy," Scientometrics, Springer;Akadémiai Kiadó, vol. 110(3), pages 1437-1452, March.
    20. Martin, Stephanie L. & Muhomah, Teresia & Thuita, Faith & Bingham, Allison & Mukuria, Altrena G., 2015. "What motivates maternal and child nutrition peer educators? Experiences of fathers and grandmothers in western Kenya," Social Science & Medicine, Elsevier, vol. 143(C), pages 45-53.

    More about this item

    Keywords

    ;
    ;
    ;
    ;
    ;

    JEL classification:

    • R00 - Urban, Rural, Regional, Real Estate, and Transportation Economics - - General - - - General
    • Z0 - Other Special Topics - - General

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:ibn:ibrjnl:v:10:y:2017:i:5:p:29-38. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Canadian Center of Science and Education (email available below). General contact details of provider: https://edirc.repec.org/data/cepflch.html .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.