A system dynamics approach to planning and evaluating interventions for chronic disease management

References

• Adam, T. (2014). Advancing the application of systems thinking in health. Health Research Policy and Systems, 12, 50.10.1186/1478-4505-12-50
   PubMed Web of Science ®Google Scholar
• Alliance for Health Policy and Systems Research. (2009). Systems thinking for HEALTH SYSTEMS STRengthening. De Savigny D. & Adam T. (Eds.).
   Google Scholar
• American Diabetes Association. (2015). The cost of diabetes. Retrieved July 5, 2015, from http://www.diabetes.org/advocacy/news-events/cost-of-diabetes.html
   Google Scholar
• Atkinson, J.-A., Wells, R., Page, A., Dominello, A., Haines, M., & Wilson, A. (2015). Applications of system dynamics modelling to support health policy. Public Health Research & Practice, 25(3), e2531531.
   PubMed Web of Science ®Google Scholar
• Atun, R. A., Lebcir, R., Drobniewski, F., & Coker, R. J. (2005). Impact of an effective multidrug-resistant tuberculosis control programme in the setting of an immature HIV epidemic: System dynamics simulation model. International Journal of STD & AIDS, 16(8), 560–570.10.1258/0956462054679124
   PubMed Web of Science ®Google Scholar
• Behr, J. G., & Diaz, R. (2010). A system dynamics approach to modeling the sensitivity of inappropriate emergency department utilization. In S.-K. Chai, J. Salerno, & P. Mabry (Eds.), Advances in social computing SE – 9, Vol. 6007 (pp. 52–61). Berlin Heidelberg: Springer.10.1007/978-3-642-12079-4
   Google Scholar
• Bell, D. S., Harless, C. E., Higa, J. K., Bjork, E. L., Bjork, R. A., Bazargan, M., & Mangione, C. M. (2008). Knowledge retention after an online tutorial: A randomized educational experiment among resident physicians. Journal of General Internal Medicine, 23(8), 1164–1171.10.1007/s11606-008-0604-2
   PubMed Web of Science ®Google Scholar
• Beratarrechea, A., Lee, A. G., Willner, J. M., Jahangir, E., Ciapponi, A., & Rubinstein, A. (2014). The impact of mobile health interventions on chronic disease outcomes in developing countries: A systematic review. Telemedicine Journal and E-Health, 20(1), 75–82.10.1089/tmj.2012.0328
   PubMed Web of Science ®Google Scholar
• Brailsford, S. C., Lattimer, V. A., Tarnaras, P., & Turnbull, J. C. (2004). Emergency and on-demand health care: Modelling a large complex system. Journal of the Operational Research Society, 55(1), 34–42.10.1057/palgrave.jors.2601667
   Web of Science ®Google Scholar
• British Columbia Patient Safety & Quality Council. (2014). BC’s clinical care management initiative: A case study for health system transformation. Vancouver, BC.
   Google Scholar
• Cave, S., McKelvie, D., Lacey, P., Willis, G., Wolstenholme, E., & Todd, D. (2016). Making an impact with system dynamics in the health and social care system. Making an Impact with System Dynamics 001.
   Google Scholar
• Centers for Disease Control and Prevention. (2014). National chronic kidney disease fact sheet: General information and national estimates on chronic kidney disease in the United States. Atlanta, GA.
   Google Scholar
• Centers for Disease Control and Prevention [CDC]. (2015). Chronic Disease Prevention and Health Promotion. Retrieved July 5, 2015, from http://www.cdc.gov/chronicdisease/overview/
   Google Scholar
• Dangerfield, B. C. (2016). System dynamics applications to European healthcare issues. In Operational Research for Emergency Planning in Healthcare. Vol. 2. Springer, pp. 296–315.
   Google Scholar
• Dangerfield, B. C., Fang, Y., & Roberts, C. A. (2001). Model-based scenarios for the epidemiology of HIV/AIDS: The consequences of highly active antiretroviral therapy. System Dynamics Review, 17(2), 119–150.10.1002/(ISSN)1099-1727
   Web of Science ®Google Scholar
• Fireman, B., Bartlett, J., & Selby, J. (2004). Can disease management reduce health care costs by improving quality? Health Affairs, 23(6), 63–75.10.1377/hlthaff.23.6.63
   Web of Science ®Google Scholar
• Fishbane, S., Hazzan, A. D., Halinski, C., & Mathew, A. T. (2015). Challenges and opportunities in late-stage chronic kidney disease. Clinical Kidney Journal, 8(1), 54–60.10.1093/ckj/sfu128
   PubMedGoogle Scholar
• Gerteis, J., Izrael, D., Deitz, D., LeRoy, L., Ricciardi, R., Miller, T., & Basu, J. (2014). Multiple chronic conditions chartbook. Rockville, MD: AHRQ Publications No, Q14-0038.
   Google Scholar
• Giddens, J., Frey, M. K., Reider, M. L., & Novak, M. T. (2009). Guided care: A new nurse-physician partnership in chronic care. Berlin: Springer.
   Google Scholar
• Griffin, P., Nembhard, H. B., DeFlitch, C. J., Bastian, N., Kang, H., & Munoz, D. (2016). Healthcare systems engineering. New York, NY: Wiley-Blackwell.
   Google Scholar
• Hamar, B., Wells, A., Gandy, W., Haaf, A., Coberley, C., Pope, J. E., & Rula, E. Y. (2010). The impact of a proactive chronic care management program on hospital admission rates in a German health insurance society. Population Health Management, 13(6), 339–345.10.1089/pop.2010.0032
   PubMed Web of Science ®Google Scholar
• Healthy People 2020. (2008). Retrieved May 15, 2015, from https://www.healthypeople.gov/sites/default/files/PhaseI_0.pdf
   Google Scholar
• Hirsch, G., Homer, J., Evans, E., & Zielinski, A. (2010). A system dynamics model for planning cardiovascular disease interventions. American Journal of Public Health, 100(4), 616–622.10.2105/AJPH.2009.159434
   PubMed Web of Science ®Google Scholar
• Homer, J. B., & St Clair, C. L. (1991). A model of HIV transmission through needle sharing. Interfaces, 21(3), 26–49.10.1287/inte.21.3.26
   Web of Science ®Google Scholar
• Homer, J. B., & Hirsch, G. B. (2006). System dynamics modeling for public health: Background and opportunities. American Journal of Public Health, 96(3), 452–458.10.2105/AJPH.2005.062059
   PubMed Web of Science ®Google Scholar
• Homer, J., Hirsch, G., Minniti, M., & Pierson, M. (2004a). Models for collaboration: How system dynamics helped a community organize cost-effective care for chronic illness. System Dynamics Review, 20(3), 199–222.10.1002/(ISSN)1099-1727
   Web of Science ®Google Scholar
• Homer, J., Jones, A., Seville, D., Essien, J., Milstein, B., & Murphy, D. (2004b). The CDC’ s diabetes systems modeling project: Developing a new tool for chronic disease prevention and control. In 22nd International Conference of the System Dynamics Society. Vol. 2004, pp. 25–29.
   Google Scholar
• Homer, J., Milstein, B., Wile, K., Pratibhu, P., Farris, R., & Orenstein, D. R. (2008). Modeling the local dynamics of cardiovascular health: Risk factors, context, and capacity. Preventing Chronic Disease, 5(2), A63.
   PubMedGoogle Scholar
• Jones, A. P., Homer, J. B., Murphy, D. L., Essien, J. D. K., Milstein, B., & Seville, D. A. (2006). Understanding diabetes population dynamics through simulation modeling and experimentation. American Journal of Public Health, 96(3), 488–494.10.2105/AJPH.2005.063529
   PubMed Web of Science ®Google Scholar
• Kang, H., Nembhard, H. B., Curry, W. J., Ghahramani, N., & Hwang, W. (2016). A systems thinking approach to prospective planning of interventions for chronic kidney disease care. Advance on Health Systems. 1–18.
   Google Scholar
• Lane, D. C., & Husemann, E. (2008). System dynamics mapping of acute patient flows. Journal of the Operational Research Society, 59(2), 213–224.10.1057/palgrave.jors.2602498
   Web of Science ®Google Scholar
• Lane, D. C., Monefeldt, C., & Rosenhead, J. V. (2000). Looking in the wrong place for healthcare improvements: A system dynamics study of an accident and emergency department. The Journal of the Operational Research, 51(5), 518–531.10.1057/palgrave.jors.2600892
   Web of Science ®Google Scholar
• Lattimer, V., Brailsford, S. C., Turnbull, J., Tarnaras, P., Smith, H., George, S., & Maslin-Prothero, S. (2004). Reviewing emergency care systems I: Insights from system dynamics modelling. Emergency Medicine Journal, 21(6), 685–691.10.1136/emj.2002.003673
   PubMed Web of Science ®Google Scholar
• Meyer, J., & Smith, B. M. (2008). Chronic disease management: Evidence of predictable savings. Retrieved from https://www.healthmanagement.com//wp-content/uploads/Chronic-DiseaseSavings-Report-Nov-2008.pdf
   Google Scholar
• Minyard, K. J., Ferencik, R., Ann Phillips, M., & Soderquist, C. (2014). Using systems thinking in state health policymaking: An educational initiative. Health Systems, 3(2), 117–123.10.1057/hs.2013.17
   PubMedGoogle Scholar
• Pare, G., Jaana, M., & Sicotte, C. (2007). Systematic review of home telemonitoring for chronic diseases: The evidence base. Journal of the American Medical Informatics Association: JAMIA, 14(3), 269–277.10.1197/jamia.M2270
   PubMed Web of Science ®Google Scholar
• Peikes, D., Zutshi, A., Genevro, J., Smith, K., Parchman, M., & Meyers, D. (2012). Early evidence on the patient-centered medical home. American Journal of Managed Care, 18(2), 105–116.
   PubMed Web of Science ®Google Scholar
• Richardson, G. (2007). How to anticipate change in tobacco control systems. In A. Best, P. I. Clark, S. J. Leischow, & W. M. K. Trochim (Eds.), Greater than the sum: Systems thinking in tobacco control. Bethesda, MD: U.S. Department of Health and Human Services, National Institutes of Health.
   Google Scholar
• Rahmandad, H., & Sterman, J. D. (2012). Reporting guidelines for simulation-based research in social sciences. System Dynamics Review, 28(4), 396–411.10.1002/sdr.1481
   Web of Science ®Google Scholar
• Ritchie-Dunham, J. L., & Méndez Galván, J. F. (1999). Evaluating epidemic intervention policies with systems thinking: A case study of dengue fever in Mexico. System Dynamics Review, 15(2), 119–138.10.1002/(ISSN)1099-1727
   Web of Science ®Google Scholar
• Rosenzweig, J. L., Taitel, M. S., Norman, G. K., Moore, T. J., Turenne, W., & Tang, P. (2010). Diabetes disease management in Medicare Advantage reduces hospitalizations and costs. The American Journal of Managed Care, 16(7), e157–e162.
   PubMed Web of Science ®Google Scholar
• Royston, G., Dost, A., Townshend, J., & Turner, H. (1999). Using system dynamics to help develop and implement policies and programmes in health care in England. System Dynamics Review, 15(3), 293–313.10.1002/(ISSN)1099-1727
   Web of Science ®Google Scholar
• Rwashana, A. S., Nakubulwa, S., Nakakeeto-Kijjambu, M., & Adam, T. (2014). Advancing the application of systems thinking in health: Understanding the dynamics of neonatal mortality in Uganda. Health Research Policy and Systems/BioMed Central, 12(1), 36.10.1186/1478-4505-12-36
   PubMedGoogle Scholar
• Sidorov, J., Shull, R., Tomcavage, J., Girolami, S., Lawton, N., & Harris, R. (2002). Does diabetes disease management save money and improve outcomes? A report of simultaneous short-term savings and quality improvement associated with a health maintenance organization-sponsored disease management program among patients fulfilling health e. Diabetes Care, 25(4), 684–689.10.2337/diacare.25.4.684
   PubMedGoogle Scholar
• Sterman, J. (2000). Business dynamics: Systems thinking and modeling for a complex world (1st ed.). Boston, MA: Irwin/McGraw-Hill.
   Google Scholar
• The Renal Association. (2013). CKD stages. Retrieved from http://www.renal.org/information-resources/the-uk-eckd-guide/ckd-stages
   Google Scholar
• Tobias, M. I., Cavana, R. Y., & Bloomfield, A. (2010). Application of a system dynamics model to inform investment in smoking cessation services in New Zealand. American Journal of Public Health, 100(7), 1274–1281.10.2105/AJPH.2009.171165
   PubMed Web of Science ®Google Scholar
• U.S. Renal Data System. (2013a). USRDS 2013 annual data report: Atlas of chronic kidney disease and end-stage renal disease in the United States. Bethesda, MD.
   Google Scholar
• U.S. Renal Data System. (2013b). USRDS 2013 annual data report: Atlas of chronic kidney disease and end-stage renal disease in the United States. Bethesda, MD.
   Google Scholar
• Wile, K., Trogdon, J., Huang, P., & Labarthe, D. (2010). Simulating and evaluating local interventions to improve cardiovascular health. Preventing Chronic Disease, 7(1).
   PubMed Web of Science ®Google Scholar
• Willis, C. D., Best, A., Riley, B., Herbert, C. P., Millar, J., & Howland, D. (2014). Systems thinking for transformational change in health. Evidence & Policy: A Journal of Research, Debate and Practice, 10(1), 113–126.10.1332/174426413X662815
   Google Scholar
• Wolstenholme, E. (1999). A patient flow perspective of U.K. health services: Exploring the case for new “intermediate care” initiatives. System Dynamics Review, 15(3), 253–271.10.1002/(ISSN)1099-1727
   Web of Science ®Google Scholar
• Wolstenholme, E. (2009). Health care in the United Kingdom and Europe, system dynamics applications to. In Complex systems in finance and econometrics (pp. 4561–4576). New York, NY: Springer.
   Google Scholar