References
- Brandeau ML, Sainfort F, Pierskalla WP, editors. (2004). Operations research and health care: a handbook of methods and applications. Springer Science & Business Media.
- Carayon P, editor. (2016). Handbook of human factors and ergonomics in health care and patient safety. CRC Press.
- Carayon, P. A., Hundt, A. S., Karsh, B. T., Gurses, A. P., Alvarado, C. J., Smith, M., & Brennan, P. F. (2006). Work system design for patient safety: The SEIPS model. Quality in Health Care, 15(suppl 1), i50–8. https://doi.org/https://doi.org/10.1136/qshc.2005.015842
- Carayon, P., & Wooldridge, A. (2020). Improving patient safety in the patient journey: Contributions from human factors engineering. In A. E. Smith, editor. Women in industrial and systems engineering: Key advances and perspectives on emerging topics (pp. 275–299). Springer Nature.
- Carayon, P., Ju, F., Cartmill, R., Hoonakker, P., Wetterneck, T. B., Li, J. (2015). Medication error propagation in intensive care units. In Proceedings of the Human Factors and Ergonomics Society Annual Meeting (Vol. 59, No. 1, pp. 518–521). SAGE Publications. https://doi.org/https://doi.org/10.1177/1541931215591111
- Carayon, P., Wetterneck, T. B., Rivera-Rodriguez, A. J., Hundt, A. S., Hoonakker, P., Holden, R., & Gurses, A. P. (2014). Human factors systems approach to healthcare quality and patient safety. Applied Ergonomics, 45(1), 14–25. https://doi.org/https://doi.org/10.1016/j.apergo.2013.04.023
- Carayon, P., Wooldridge, A., Hoonakker, P., Hundt, A. S., & Kelly, M. M. (2020). SEIPS 3.0: Human-centered design of the patient journey for patient safety. Applied Ergonomics, 84, 103033. https://doi.org/https://doi.org/10.1016/j.apergo.2019.103033
- Cassel, C. K., & Saunders, R. S. (2014). Engineering a better health care system: A report from the President's Council of Advisors on Science and Technology. The Journal of the American Medical Association, 312(8), 787–788. https://doi.org/https://doi.org/10.1001/jama.2014.8906
- Correll, C. U., Galling, B., Pawar, A., Krivko, A., Bonetto, C., Ruggeri, M., Craig, T. J., Nordentoft, M., Srihari, V. H., Guloksuz, S., Hui, C. L. M., Chen, E. Y. H., Valencia, M., Juarez, F., Robinson, D. G., Schooler, N. R., Brunette, M. F., Mueser, K. T., Rosenheck, R. A., … Kane, J. M. (2018). Comparison of early intervention services vs treatment as usual for early-phase psychosis: A systematic review, meta-analysis, and meta-regression. JAMA Psychiatry, 75(6), 555–565. https://doi.org/https://doi.org/10.1001/jamapsychiatry.2018.0623
- Damen, J. A., Hooft, L., Schuit, E., Debray, T. P., Collins, G. S., Tzoulaki, I., Lassale, C. M., Siontis, G. C., Chiocchia, V., Roberts, C., & Schlüssel, M. M. (2016). Prediction models for cardiovascular disease risk in the general population: Systematic review. BMJ, 353, i2416.
- Denton, B. T. (2013). Handbook of healthcare operations management. Springer. 10(978-1):9.
- Gaba, D. M. (2004). The future vision of simulation in health care. Quality and Safety in Health Care, 13(suppl_1), i2–10. https://doi.org/https://doi.org/10.1136/qshc.2004.009878
- Gabriel, P., McManus, M., Rogers, K., & White, P. (2017). Outcome evidence for structured pediatric to adult health care transition interventions: A systematic review. The Journal of Pediatrics, 188, 263–269. https://doi.org/https://doi.org/10.1016/j.jpeds.2017.05.066
- Hall, R. (2013). Patient Flow: Reducing delays in healthcare delivery. Springer.
- Hendry, A., Vanhecke, E., Carriazo, A. M., López-Samaniego, L., Espinosa, J. M., Sezgin, D., O’Donovan, M., Hammar, T., Ferry, P., Vella, A., & Bacaicoa, O. A. (2019). Integrated care models for managing and preventing frailty: A systematic review for the European Joint Action on Frailty Prevention (ADVANTAGE JA). Translational Medicine@ UniSa, 19, 5.
- Hewett, D. G., Watson, B. M., Gallois, C., Ward, M., & Leggett, B. A. (2009). Intergroup communication between hospital doctors: Implications for quality of patient care. Social Science & Medicine (1982), 69(12), 1732–1740. https://doi.org/https://doi.org/10.1016/j.socscimed.2009.09.048
- Holden, R. J., Carayon, P., Gurses, A. P., Hoonakker, P., Hundt, A. S., Ozok, A. A., & Rivera-Rodriguez, A. J. (2013). SEIPS 2.0: A human factors framework for studying and improving the work of healthcare professionals and patients. Ergonomics, 56(11), 1669–1686. https://doi.org/https://doi.org/10.1080/00140139.2013.838643
- Irving, J. A., Dobkin, P. L., & Park, J. (2009). Cultivating mindfulness in health care professionals: A review of empirical studies of mindfulness-based stress reduction (MBSR). Complementary Therapies in Clinical Practice, 15(2), 61–66. https://doi.org/https://doi.org/10.1016/j.ctcp.2009.01.002
- Kansagara, D., Englander, H., Salanitro, A., Kagen, D., Theobald, C., Freeman, M., & Kripalani, S. (2011). Risk prediction models for hospital readmission: A systematic review. JAMA, 306(15), 1688–1698. https://doi.org/https://doi.org/10.1001/jama.2011.1515
- Kaplan, G. S., Bo-Linn, G., Carayon, P., Pronovost, P., Rouse, W., & Reid, P. (2013). Bringing a systems approach to health. Institute of Medicine and National Academy of Engineering.
- Kelley, J. M., Kraft-Todd, G., Schapira, L., Kossowsky, J., & Riess, H. (2014). The influence of the patient-clinician relationship on healthcare outcomes: A systematic review and meta-analysis of randomized controlled trials. PloS One, 9(4), e94207. https://doi.org/https://doi.org/10.1371/journal.pone.0094207
- Lasi, H., Fettke, P., Kemper, H. G., Feld, T., & Hoffmann, M. (2014). Industry 4.0. Business & Information Systems Engineering, 6(4), 239–242. https://doi.org/https://doi.org/10.1007/s12599-014-0334-4
- Li, J., Kong, N., & Xie, X. (2017). Stochastic modeling and analytics in healthcare delivery systems. World Scientific Publishing.
- Liao, Y., Deschamps, F., Loures, E. D., & Ramos, L. F. (2017). Past, present and future of Industry 4.0-a systematic literature review and research agenda proposal. International Journal of Production Research, 55(12), 3609–3629. https://doi.org/https://doi.org/10.1080/00207543.2017.1308576
- McGaghie, W. C., Issenberg, S. B., Petrusa, E. R., & Scalese, R. J. (2010). A critical review of simulation-based medical education research: 2003-2009. Medical Education, 44(1), 50–63. https://doi.org/https://doi.org/10.1111/j.1365-2923.2009.03547.x
- Naylor, M. & Keating, S. A. (2008). Transitional care. Journal of Social Work Education, 44(sup3), 65–73.
- Newman, M. W., O'Dwyer, L. C., & Rosenthal, L. (2015). Predicting delirium: A review of risk-stratification models. General Hospital Psychiatry, 37(5), 408–413. https://doi.org/https://doi.org/10.1016/j.genhosppsych.2015.05.003
- Nguyen, C., McElroy, L. M., Abecassis, M. M., Holl, J. L., & Ladner, D. P. (2015). The use of technology for urgent clinician to clinician communications: A systematic review of the literature. International Journal of Medical Informatics, 84(2), 101–110. https://doi.org/https://doi.org/10.1016/j.ijmedinf.2014.11.003
- Patel, S., Park, H., Bonato, P., Chan, L., & Rodgers, M. (2012). A review of wearable sensors and systems with application in rehabilitation. Journal of Neuroengineering and Rehabilitation, 9(1), 21–27. https://doi.org/https://doi.org/10.1186/1743-0003-9-21
- Peter, N. G., Forke, C. M., Ginsburg, K. R., & Schwarz, D. F. (2009). Transition from pediatric to adult care: Internists' perspectives. Pediatrics, 123(2), 417–423. https://doi.org/https://doi.org/10.1542/peds.2008-0740
- Reid, P. R., Compton, W. D., Grossman, J. H., & Fanjiang, G. (2005). Building a better delivery system. A new engineering/health care partnership. The National Academies Press.
- Rodin, G., Mackay, J. A., Zimmermann, C., Mayer, C., Howell, D., Katz, M., Sussman, J., & Brouwers, M. (2009). Clinician-patient communication: A systematic review. Supportive Care in Cancer: Official Journal of the Multinational Association of Supportive Care in Cancer, 17(6), 627–644. https://doi.org/https://doi.org/10.1007/s00520-009-0601-y
- Rodrigues, G., Warde, P., Pickles, T., Crook, J., Brundage, M., Souhami, L., & Lukka, H., Genitourinary Radiation Oncologists of Canada. (2012). Pre-treatment risk stratification of prostate cancer patients: A critical review. Canadian Urological Association Journal = Journal de l'Association des urologues du Canada, 6(2), 121–127. https://doi.org/https://doi.org/10.5489/cuaj.11085
- Rubmann, M., Lorenz, M., Gerbert, P., Waldner, M., Justus, J., Engel, P., & Harnisch, M. (2015). Industry 4.0: The future of productivity and growth in manufacturing industries. Boston Consulting Group, 9(1), 54–89.
- Scanaill, C. N., Carew, S., Barralon, P., Noury, N., Lyons, D., & Lyons, G. M. (2006). A review of approaches to mobility telemonitoring of the elderly in their living environment. Annals of Biomedical Engineering, 34(4), 547–563. https://doi.org/https://doi.org/10.1007/s10439-005-9068-2
- Schultz, K., Carayon, P., Hundt, A. S., & Springman, S. R. (2007). Care transitions in the outpatient surgery preoperative process: Facilitators and obstacles to information flow and their consequences. Cognition, Technology & Work, 9(4), 219–231. https://doi.org/https://doi.org/10.1007/s10111-007-0081-0
- Shah, C., Arthur, D. W., Wazer, D., Khan, A., Ridner, S., & Vicini, F. (2016). The impact of early detection and intervention of breast cancer-related lymphedema: a systematic review. Cancer Medicine, 5(6), 1154–1162. https://doi.org/https://doi.org/10.1002/cam4.691
- Sikka, R., Morath, J. M., & Leape, L. (2015). The Quadruple Aim: Care, health, cost and meaning in work. BMJ Quality & Safety, 24(10), 608–610. https://doi.org/https://doi.org/10.1136/bmjqs-2015-004160
- Stroke Risk in Atrial Fibrillation Working Group. (2008). Comparison of 12 risk stratification schemes to predict stroke in patients with nonvalvular atrial fibrillation. Stroke, 39(6), 1901–1910.
- Struckmann, V., Leijten, F. R., van Ginneken, E., Kraus, M., Reiss, M., Spranger, A., Boland, M. R., Czypionka, T., Busse, R., & Rutten-van Mölken, M., SELFIE consortium. (2018). Relevant models and elements of integrated care for multi-morbidity: Results of a scoping review. Health Policy (Amsterdam, Netherlands), 122(1), 23–35. https://doi.org/https://doi.org/10.1016/j.healthpol.2017.08.008
- Thompson, L., & McCabe, R. (2012). The effect of clinician-patient alliance and communication on treatment adherence in mental health care: A systematic review. BMC Psychiatry, 12(1), 87. https://doi.org/https://doi.org/10.1186/1471-244X-12-87
- Vegesna, A., Tran, M., Angelaccio, M., & Arcona, S. (2017). Remote patient monitoring via non-invasive digital technologies: A systematic Review. Telemedicine Journal and E-health: The Official Journal of the American Telemedicine Association, 23(1), 3–17. https://doi.org/https://doi.org/10.1089/tmj.2016.0051
- Vincent, C., & Amalberti, R. (2016). Strategies for the real world. Springer Open.
- Vlaeyen, E., Stas, J., Leysens, G., Van der Elst, E., Janssens, E., Dejaeger, E., Dobbels, F., & Milisen, K. (2017). Implementation of fall prevention in residential care facilities: A systematic review of barriers and facilitators. International Journal of Nursing Studies, 70, 110–121. https://doi.org/https://doi.org/10.1016/j.ijnurstu.2017.02.002
- Wetterneck, T. B., Walker, J. M., Blosky, M. A., Cartmill, R. S., Hoonakker, P., Johnson, M. A., Norfolk, E., & Carayon, P. (2011). Factors contributing to an increase in duplicate medication order errors after CPOE implementation. Journal of the American Medical Informatics Association, 18(6), 774–782. https://doi.org/https://doi.org/10.1136/amiajnl-2011-000255
- Worthington, A. C. (2004). Frontier efficiency measurement in health care: A review of empirical techniques and selected applications. Medical Care Research and Review: MCRR, 61(2), 135–170. https://doi.org/https://doi.org/10.1177/1077558704263796
- Wu, R. C., Tran, K., Lo, V., O'Leary, K. J., Morra, D., Quan, S. D., & Perrier, L. (2012). Effects of clinical communication interventions in hospitals: A systematic review of information and communication technology adoptions for improved communication between clinicians. International Journal of Medical Informatics, 81(11), 723–732. https://doi.org/https://doi.org/10.1016/j.ijmedinf.2012.05.014
- Wynants, L., Van Calster, B., Bonten, M. M., Collins, G. S., Debray, T. P., De Vos, M., Haller, M. C., Heinze, G., Moons, K. G., Riley, R. D., & Schuit, E. (2020). Prediction models for diagnosis and prognosis of covid-19 infection: Systematic review and critical appraisal. BMJ, 369, m1328.
- Zhong, X., Lee, H. K., & Li, J. (2017). From production systems to health care delivery systems: A retrospective look on similarities, difficulties and opportunities. International Journal of Production Research, 55(14), 4212–4227. https://doi.org/https://doi.org/10.1080/00207543.2016.1277276
- Zois, D. S. (2016). Sequential decision-making in healthcare IoT: Real-time health monitoring, treatments and interventions [Paper presentation]. In 2016 IEEE 3rd World Forum on Internet of Things (WF-IoT) (pp. 24–29). IEEE. https://doi.org/https://doi.org/10.1109/WF-IoT.2016.7845446