DOI QR코드

DOI QR Code

Comparative Effect of Interventions for Fall Prevention in Hospitals: Network Meta-analysis

병원 입원 환자를 위한 낙상예방중재 효과의 비교우위: 네트워크 메타분석

  • Received : 2023.11.13
  • Accepted : 2023.12.08
  • Published : 2023.12.31

Abstract

Purpose: This study aimed to assess and compare the effectiveness of various fall prevention interventions in hospitals through a network meta-analysis. Methods: A network meta-analysis was conducted using the "netmeta" package in R software (v4.1), employing a frequency method. Odds ratios of fall rates and injurious fall rates were utilized to confirm the effects of interventions for fall prevention. Comparative rankings of these interventions were determined using cumulative probability (P-score). Results: Comparative rankings via cumulative probability (P-scores) revealed individualized education as the most effective intervention for fall incidence (P-Score 87.8%). Followed by fall-preventing sensors (60.9%), multicomponent interventions (47.4%), usual care (33.2%), and environmental modification (20.7%). For fall-related injuries, individualized education ranked highest (P-Score 97.1%), followed by multicomponent interventions (76.0%), usual care (47.6%), environmental modification (24.2%), and fall-preventing sensors (5.1%). Conclusion: This study provides valuable insights into the relative effectiveness of diverse interventions in preventing fall incidence through network meta-analysis. The findings aim to support nurses in making informed decisions when implementing fall prevention strategies in clinical practice.

Keywords

References

  1. Ang, E., Mordiffi, S. Z., & Wong, H. B. (2011). Evaluating the use of a targeted multiple intervention strategy in reducing patient falls in an acute care hospital: A randomized controlled trial. Journal of Advanced Nursing, 67(9), 1984-1992. https://doi.org/10.1111/j.1365-2648.2011.05646.x
  2. Barker, A. L., Morello, R. T., Wolfe, R., Brand, C. A., Haines, T. P., Hill, K. D., et al. (2016). 6-PACK programme to decrease fall injuries in acute hospitals: Cluster randomised controlled trial. British Medical Journal (0nline), 352. https://doi.org/10.1136/bmj.h6781
  3. Beck, B., Smith, K., Mercier, E., Gabbe, B., Bassed, R., Mitra, B., et al. (2019). Differences in the epidemiology of out-of-hospital and in-hospital trauma deaths. The Public Library of Science 14(6), e0217158. https://doi.org/10.1371/journal.pone.0217158
  4. Cho, J. H. (2020). Theory and practice of meta-analysis. Journal of Rhinology, 27(2), 83-89. https://doi.org/10.18787/jr.2020.00320
  5. Cho, M. S., & Lee, H. Y. (2017). Factors associated with injuries after inpatient falls in a tertiary hospital. Journal of Korean Clinical Nursing Research, 23(2), 202-210. https://doi.org/10.22650/JKCNR.2017.23.2.202
  6. Drahota, A. M., Kward, D., Udell, J. E., Soilemezi, D., Ogollah, R., Higgins, B., et al. (2013). Pilot cluster randomised controlled trial of flooring to reduce injuries from falls in wards for older people. Age and Ageing, 42(5), 633-640. https://doi.org/10.1093/ageing/aft066
  7. Dykes, P. C., Burns, Z., Adelman, J., Benneyan, J., Bogaisky, M., Carter, E., et al. (2020). Evaluation of a patient-centered fall-prevention tool kit to reduce falls and injuries: A nonrandomized controlled trial. The Journal of the American Medical Association, 3(11), e2025889. https://doi.org/10.1001/jamanetworkopen.2020.25889
  8. Dykes, P. C., Carroll, D. L., Hurley, A., Lipsitz, S., Benoit, A., Chang, F., et al. (2010). Fall prevention in acute care hospitals: A randomized trial. The Journal of the American Medical Association, 304(17), 1912-1918. https://doi.org/10.1001/jama.2010.1567
  9. Haines, T. P., Bell, R. A. R., & Varghese, P. N. (2010). Pragmatic, cluster randomized trial of a policy to introduce low-low beds to hospital wards for the prevention of falls and fall injuries. Journal of the American Geriatrics Society, 58(3), 435-441. https://doi.org/10.1111/j.1532-5415.2010.02735.x
  10. Haines, T. P., Hill, A., Hill, K. D., McPhail, S., Oliver, D., Brauer, S., et al. (2011). Patient education to prevent falls among older hospital inpatients: A randomized controlled trial. Archives of Internal Medicine, 171(6), 516-524. https://doi.org/10.1001/archinternmed.2010.444
  11. Haines, T. P., Lee, D. C. A., O'connell, B., McDermott, F., & Hoffmann, T. (2015). Why do hospitalized older adults take risks that may lead to falls?. Health Expectations, 18(2), 233-249. https://doi.org/10.1111/hex.12026
  12. Halm, M. A., & Quigley, P. A. (2011). Reducing falls and fall-related injuries in acutely and critically ill patients. American Journal of Critical Care, 20(6), 480-484. https://doi.org/10.4037/ajcc2011606
  13. Hardin, S. R., Dienemann, J., Rudisill, P., & Mills, K. K. (2013). Inpatient fall prevention: Use of in-room webcams. Journal of Patient Safety, 9(1), 29-35. https://doi.org/10.1097/PTS.0b013e3182753e4f
  14. Heng, H., Jazayeri, D., Shaw, L., Kiegaldie, D., Hill, A. M., & Morris, M. E. (2020). Hospital falls prevention with patient education: a scoping review. British Medical Journal Geriatrics, 20, 1-12. https://doi.org/10.1186/s12877-020-01515-w
  15. Hester, A. L., Tsai, P. F., Rettiganti, M., & Mitchell, A. (2016). Predicting injurious falls in the hospital setting: implications for practice. The American Journal of Nursing, 116(9), 24-31. https://doi.org/10.1097/01.NAJ.0000494688.10004.85
  16. Hill, A., McPhail, S. M., Waldron, N., Etherton-Beer, C., Ingram, K., Flicker, L., et al. (2015). Fall rates in hospital rehabilitation units after individualised patient and staff education programmes: A pragmatic, stepped-wedge, cluster-randomised controlled trial. The Lancet, 385(9987), 2592-2599. https://doi.org/10.1016/S0140-6736(14)61945-0
  17. Kim, S. J., & Lee, Y. M. (2014). Falls risk factors of elderly inpatients. Journal of the Korean Data Analysis Society, 16(4), 2191-2203.
  18. LeLaurin, J. H., & Shorr, R. I. (2019). Preventing falls in hospitalized patients: state of the science. Clinics in Geriatric Medicine, 35(2), 273-283. https://doi.org/10.1016/j.cger.2019.01.007
  19. Miake-Lye, I. M., Hempel, S., Ganz, D. A., & Shekelle, P. G. (2013). Inpatient fall prevention programs as a patient safety strategy: A systematic review. Annals of Internal Medicine, 158(5_Part_2), 390-396.
  20. Montero-Odasso, M., Van Der Velde, N., Martin, F. C., Petrovic, M., Tan, M. P., Ryg, J., et al. (2022). World guidelines for falls prevention and management for older adults: A global initiative. Age and Ageing, 51(9), afac205. https://doi.org/10.1093/ageing/afac205
  21. Morris, M. E., Webster, K., Jones, C., Hill, A. M., Haines, T., McPhail, S., et al. (2022). Interventions to reduce falls in hospitals: a systematic review and meta-analysis. Age and Ageing, 51(5), afac077. https://doi.org/10.1093/ageing/afac077
  22. Park, B. (2021). Development and effect of a fall prevention program based on king's theory of goal attainment in longterm care hospitals: An experimental study. Healthcare (Basel, Switzerland), 9(6), 715. https://doi.org/10.3390/healthcare9060715
  23. Park, B., Ryu, H. S., Kwon, K. E., & Lee, C. Y. (2019). Development and effect of a fall prevention program based on the King's Goal Attainment Theory for fall high-risk elderly patients in long-term care hospital. Journal of Korean Academy of Nursing, 49(2), 203-214. https://doi.org/10.4040/jkan.2019.49.2.203
  24. Ruchinskas, R. (2003). Clinical prediction of falls in the elderly. American Journal of Physical Medicine & Rehabilitation, 82(4), 273-278. https://doi.org/10.1097/01.phm.0000056990.35007.c8
  25. Sahota, O., Drummond, A., Kendrick, D., Grainge, M. J., Vass, C., Sach, T., et al. (2014). REFINE (REducing falls in in-patieNt elderly) using bed and bedside chair pressure sensors linked to radio-pagers in acute hospital care: A randomised controlled trial. Age and Ageing, 43(2), 247-253. https://doi.org/10.1093/ageing/aft155
  26. Scottish Intercollegiate Guidelines Network. (2021). Methodology checklist: Randomised controlled trials. Retrieved from: https://www.sign.ac.uk/what-we-do/methodology/checklists/.
  27. Shim. S. R. (2019). R meta-analysis for medicine and public health researchers. Seoul: Hannarea.
  28. Shorr, R. I., Chandler, A. M., Mion, L. C., Waters, T. M., Liu, M., Daniels, M. J., et al. (2012). Effects of an intervention to increase bed alarm use to prevent falls in hospitalized patients: A cluster randomized trial. Annals of Internal Medicine, 157(10), 692-699. https://doi.org/10.7326/0003-4819-157-10-201211200-00005
  29. Shuman, C., Liu, J., Montie, M., Galinato, J. G., Todd, M. A., Hegstad, M., et al. (2016). Patient perceptions and experiences with falls during hospitalization and after discharge. Applied Nursing Research, 31, 79-85. https://doi.org/10.1016/j.apnr.2016.01.009
  30. Visvanathan, R., Ranasinghe, D. C., Lange, K., Wilson, A., Dollard, J., Boyle, E., et al. (2022). Effectiveness of the wearable sensor-based ambient intelligent geriatric management (AmbIGeM) system in preventing falls in older people in hospitals. The Journals of Gerontology. Series A, Biological Sciences and Medical Sciences, 77(1), 155-163. https://doi.org/10.1093/gerona/glab174