IDEAS home Printed from https://ideas.repec.org/a/gam/jijerp/v18y2021i8p3855-d531331.html
   My bibliography  Save this article

Physician-Related Variability in the Outcomes of an Invasive Treatment for Neck and Back Pain: A Multi-Level Analysis of Data Gathered in Routine Clinical Practice

Author

Listed:
  • Ana Royuela

    (CIBER Epidemiología y Salud Pública (CIBERESP), 28029 Madrid, Spain
    Unidad de Bioestadística, Hospital Puerta de Hierro Majadahonda, IDIPHISA, 28222 Madrid, Spain
    Spanish Back Pain Research Network, Unidad de la Espalda Kovacs, Hospital Universitario HLA-Moncloa, Avda, Valladolid, 81, 28008 Madrid, Spain)

  • Francisco M. Kovacs

    (Spanish Back Pain Research Network, Unidad de la Espalda Kovacs, Hospital Universitario HLA-Moncloa, Avda, Valladolid, 81, 28008 Madrid, Spain
    Kovacs Back Pain Unit, HLA-Moncloa University Hospital, 81, Avda, Valladolid, 28008 Madrid, Spain)

  • Jesús Seco-Calvo

    (Spanish Back Pain Research Network, Unidad de la Espalda Kovacs, Hospital Universitario HLA-Moncloa, Avda, Valladolid, 81, 28008 Madrid, Spain
    Institute of Biomedicine (IBIOMED), Campus Universitario, University of León, 24071 León, Spain
    Department of Physiology, University of the Basque Country, 48940 Leioa, Spain)

  • Borja M. Fernández-Félix

    (CIBER Epidemiología y Salud Pública (CIBERESP), 28029 Madrid, Spain
    Spanish Back Pain Research Network, Unidad de la Espalda Kovacs, Hospital Universitario HLA-Moncloa, Avda, Valladolid, 81, 28008 Madrid, Spain
    Unidad de Bioestadística Clínica, Hospital Ramón y Cajal, IRICYS, Ctra, de Colmenar Viejo km, 9100, 28034 Madrid, Spain)

  • Víctor Abraira

    (Spanish Back Pain Research Network, Unidad de la Espalda Kovacs, Hospital Universitario HLA-Moncloa, Avda, Valladolid, 81, 28008 Madrid, Spain
    Unidad de Bioestadística Clínica, Hospital Ramón y Cajal, IRICYS, Ctra, de Colmenar Viejo km, 9100, 28034 Madrid, Spain)

  • Javier Zamora

    (CIBER Epidemiología y Salud Pública (CIBERESP), 28029 Madrid, Spain
    Spanish Back Pain Research Network, Unidad de la Espalda Kovacs, Hospital Universitario HLA-Moncloa, Avda, Valladolid, 81, 28008 Madrid, Spain
    Unidad de Bioestadística Clínica, Hospital Ramón y Cajal, IRICYS, Ctra, de Colmenar Viejo km, 9100, 28034 Madrid, Spain)

Abstract

Neuro-reflexotherapy (NRT) is a proven effective, invasive treatment for neck and back pain. To assess physician-related variability in results, data from post-implementation surveillance of 9023 patients treated within the Spanish National Health Service by 12 physicians were analyzed. Separate multi-level logistic regression models were developed for spinal pain (SP), referred pain (RP), and disability. The models included all patient-related variables predicting response to NRT and physician-related variables. The Intraclass Correlation Coefficient (ICC) and the Median Odds Ratio (MOR) were calculated. Adjusted MOR (95% CI) was 1.70 (1.47; 2.09) for SP, 1.60 (1.38; 1.99) for RP, and 1.65 (1.42; 2.03) for disability. Adjusted ICC (95%CI) values were 0.08 (0.05; 0.15) for SP, 0.07 (0.03; 0.14) for RP, and 0.08 (0.04; 0.14) for disability. In the sensitivity analysis, in which the 6920 patients treated during the physicians’ training period were excluded, adjusted MOR was 1.38 (1.17; 1.98) for SP, 1.37 (1.12; 2.31) for RP, and 1.25 (1.09; 1.79) for disability, while ICCs were 0.03 (0.01; 0.14) for SP, 0.03 (0.00; 0.19) for RP, and 0.02 (0.00; 0.10) for disability. In conclusion, the variability in results obtained by different NRT-certified specialists is reasonable. This suggests that current training standards are appropriate.

Suggested Citation

  • Ana Royuela & Francisco M. Kovacs & Jesús Seco-Calvo & Borja M. Fernández-Félix & Víctor Abraira & Javier Zamora, 2021. "Physician-Related Variability in the Outcomes of an Invasive Treatment for Neck and Back Pain: A Multi-Level Analysis of Data Gathered in Routine Clinical Practice," IJERPH, MDPI, vol. 18(8), pages 1-20, April.
  • Handle: RePEc:gam:jijerp:v:18:y:2021:i:8:p:3855-:d:531331
    as

    Download full text from publisher

    File URL: https://www.mdpi.com/1660-4601/18/8/3855/pdf
    Download Restriction: no

    File URL: https://www.mdpi.com/1660-4601/18/8/3855/
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Sophia Rabe-Hesketh & Anders Skrondal, 2012. "Multilevel and Longitudinal Modeling Using Stata, 3rd Edition," Stata Press books, StataCorp LP, edition 3, number mimus2, March.
    2. Corcoll, Josep & Orfila, Jaume & Tobajas, Pablo & Alegre, Luis, 2006. "Implementation of neuroreflexotherapy for subacute and chronic neck and back pain within the Spanish public health system: Audit results after one year," Health Policy, Elsevier, vol. 79(2-3), pages 345-357, December.
    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. María Jesús Rodríguez-Gulías & David Rodeiro-Pazos & Sara Fernández-López & Manuel Ángel Nogueira-Moreiras, 2021. "The effect of regional resources on innovation: a firm-centered approach," The Journal of Technology Transfer, Springer, vol. 46(3), pages 760-791, June.
    2. Moorman, Sara M. & Carr, Kyle & Greenfield, Emily A., 2018. "Childhood socioeconomic status and genetic risk for poorer cognition in later life," Social Science & Medicine, Elsevier, vol. 212(C), pages 219-226.
    3. Babigumira, Ronnie & Angelsen, Arild & Buis, Maarten & Bauch, Simone & Sunderland, Terry & Wunder, Sven, 2014. "Forest Clearing in Rural Livelihoods: Household-Level Global-Comparative Evidence," World Development, Elsevier, vol. 64(S1), pages 67-79.
    4. Alvaro Forteza & Cecilia Noboa, 2019. "Perceptions of institutional quality and justification of tax evasion," Constitutional Political Economy, Springer, vol. 30(4), pages 367-382, December.
    5. Gabriele B. Durrant & Sylke V. Schnepf, 2018. "Which schools and pupils respond to educational achievement surveys?: a focus on the English Programme for International Student Assessment sample," Journal of the Royal Statistical Society Series A, Royal Statistical Society, vol. 181(4), pages 1057-1075, October.
    6. Nils Grashof, 2020. "Sinking or swimming in the cluster labour pool? A firm-specific analysis of the effect of specialized labour," Jena Economics Research Papers 2020-006, Friedrich-Schiller-University Jena.
    7. Yeojin Chung & Sophia Rabe-Hesketh & Vincent Dorie & Andrew Gelman & Jingchen Liu, 2013. "A Nondegenerate Penalized Likelihood Estimator for Variance Parameters in Multilevel Models," Psychometrika, Springer;The Psychometric Society, vol. 78(4), pages 685-709, October.
    8. Meyer, S.C. & Künn-Nelen, A.C., 2014. "Do occupational demands explain the educational gradient in health?," Research Memorandum 016, Maastricht University, Graduate School of Business and Economics (GSBE).
    9. Arpino, Bruno & Varriale, Roberta, 2009. "Assessing the quality of institutions’ rankings obtained through multilevel linear regression models," MPRA Paper 19873, University Library of Munich, Germany.
    10. Miranda J. Welbourne Eleazar, 2022. "Immoral Entrenchment: How Crisis Reverses the Ethical Effects of Moral Intensity," Journal of Business Ethics, Springer, vol. 180(1), pages 71-89, September.
    11. Laura Resmini & Giuseppe Vittucci Marzetti, 2020. "Home bias in divestment decisions of multinational corporations in the EU," Review of International Economics, Wiley Blackwell, vol. 28(3), pages 799-813, August.
    12. Elizabeth S. Park & Federick Ngo & Tatiana Melguizo, 2021. "The Role of Math Misalignment in the Community College STEM Pathway," Research in Higher Education, Springer;Association for Institutional Research, vol. 62(4), pages 403-447, June.
    13. Valentina Marano & Steve Sauerwald & Marc Essen, 2022. "The influence of culture on the relationship between women directors and corporate social performance," Journal of International Business Studies, Palgrave Macmillan;Academy of International Business, vol. 53(7), pages 1315-1342, September.
    14. Tang, Ryan W., 2023. "Institutional unpredictability and foreign exit−reentry dynamics: The moderating role of foreign ownership," Journal of World Business, Elsevier, vol. 58(2).
    15. Tomáš Havránek & Zuzana Iršová, 2010. "Which Foreigners Are Worth Wooing? A Meta-Analysis of Vertical Spillovers from FDI," Working Papers IES 2010/16, Charles University Prague, Faculty of Social Sciences, Institute of Economic Studies, revised Aug 2010.
    16. Hazans, Mihails, 2011. "What explains prevalence of informal employment in European countries : the role of labor institutions, governance, immigrants, and growth," Policy Research Working Paper Series 5917, The World Bank.
    17. Fauth, Rebecca & Parsons, Samantha & Platt, Lucinda, 2014. "Convergence or divergence?: a longitudinal analysis of behaviour problems among disabled and non-disabled children aged 3 to 7 in England," LSE Research Online Documents on Economics 59659, London School of Economics and Political Science, LSE Library.
    18. Susan Olzak, 2022. "The Impact of Ideological Ambiguity on Terrorist Organizations," Journal of Conflict Resolution, Peace Science Society (International), vol. 66(4-5), pages 836-866, May.
    19. Damien Rousselière, 2019. "A Flexible Approach to Age Dependence in Organizational Mortality: Comparing the Life Duration for Cooperative and Non-Cooperative Enterprises Using a Bayesian Generalized Additive Discrete Time Survi," Journal of Quantitative Economics, Springer;The Indian Econometric Society (TIES), vol. 17(4), pages 829-855, December.
    20. Monteiro, Stein, 2021. "Cultural Assimilation: Learning and Sorting," MPRA Paper 110997, University Library of Munich, Germany.

    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:gam:jijerp:v:18:y:2021:i:8:p:3855-:d:531331. 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: MDPI Indexing Manager (email available below). General contact details of provider: https://www.mdpi.com .

    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.