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Healthcare Design Metrics for Human-Centric Building Analytics

Healthcare Design Metrics for Human-Centric Building Analytics

Hadi, Khatereh; Gomez, Paula; Swarts, Matthew; Marshall, Tyrone; Bernal, Marcelo;

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Healthcare design practice has shown increasing interest in the assessment of design alternatives from a human-centered approach, focusing on organizational performance, patient health, and wellness outcomes, in addition to building performance. The goal of this research is to advance building analytics by identifying, defining and implementing computational human-centered design metrics. The knowledge is extracted from an exhaustive literature review in the field of evidence-based design (EBD), which has studied the associations between building features and the occupants’ outcomes but has not yet consolidated the findings into metrics and implications for design practice in a systematic manner. In consultation with industry experts, we have prioritized the evaluation aspects and developed a weighted evaluation framework for assessment of various design options. The developed metrics that input building parameters and output potential health and performance outcomes are implemented in a a parametric environment utilizing add-ons accordingly, and using an ambulatory clinic designed by Perkins&Will as a case study.

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Palavras-chave: Building analytics, Healthcare design, Design metrics, Human-centered analytics,

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DOI: 10.5151/sigradi2020-8

Referências bibliográficas
  • [1] Abdulmalik Abdulmawla, Bielik, M., Dennemark, M., Fuchkina, E., Miao, Y., Knecht, K., . . . Buš, P. (2019). DecodingSpaces Toolbox. Retrieved from https://toolbox.decodingspaces.net/#aboutToolbox
  • [2] Acar, I., & Butt, S. E. (2016). Modeling nurse-patient assignments considering patient acuity and travel distance metrics. Journal of Biomedical Informatics, 64, 192–206.
  • [3] Alimoglu, M. K., & Donmez, L. (2005). Daylight exposure and the other predictors of burnout among nurses in a University Hospital. International Journal of Nursing Studies, 42(5), 549– 555.
  • [4] Astley, P., Capolongo, S., Gola, M., & Tartaglia, A. (2015). Operative and design adaptability in healthcare facilities. Techne-Journal of Technology for Architecture and Environment, 162–170.
  • [5] Beauchemin, K. M., & Hays, P. (1996). Sunny hospital rooms expedite recovery from severe and refractory depressions. Journal of Affective Disorders, 40(1–2), 49–51.
  • [6] Benedetti, F., Colombo, C., Barbini, B., Campori, E., & Smeraldi, E. (2001). Morning sunlight reduces length of hospitalization in bipolar depression. Journal of Affective Disorders, 62(3), 221– 223.
  • [7] Benedikt, M. L. (1979). To take hold of space: isovists and isovist fields. Environment and Planning B: Planning and design, 6(1), 47-65.
  • [8] Bosch, S. J., Apple, M., Hiltonen, B., Worden, E., Lu, Y., Nanda, U., & Kim, D. (2016). To see or not to see: Investigating the links between patient visibility and potential moderators affecting the patient experience.Journal of Environmental Psychology, 47, 33–43.
  • [9] Buchanan, T. L., Barker, K. N., Gibson, J. T., Jiang, B. C., & Pearson, R. E. (1991). Illumination and errors in dispensing. American Journal of Hospital Pharmacy, 48(10), 2137–2145. https://doi.org/10.1093/ajhp/48.10.2137
  • [10] Buffoli, M., Nachiero, D., & Capolongo, S. (2012). Flexible healthcare structures: analysis and evaluation of possible strategies and technologies. Ann Ig, 24(6), 543–552.
  • [11] Calkins, M. P., Biddle, S., Biesan, O., & Institute, I. (2012). Contribution of the designed environment to fall risk in hospitals.
  • [12] Catrambone, C., Johnson, M. E., Mion, L. C., & Minnick, A. F. (2009). The design of adult acute care units in U.S. hospitals. Journal of Nursing Scholarship, 41(1), 79–86. https://doi.org/10.1111/j.1547-5069.2009.01254.x
  • [13] Choi, J.-H., Beltran, L. O., & Kim, H.-S. (2012). Impacts of indoor daylight environments on patient average length of stay (ALOS) in a healthcare facility. Building and Environment, 50, 65–75.
  • [14] Choi, Y.-S. (2011). The physical environment and patient safety an investigation of physical environmental factors associated with patient falls. Thesis (Ph.D)--Architecture, Georgia Institute of Technology, 2012.
  • [15] Choi, Y.-S., & Bosch, S. J. (2013). Environmental Affordances: Designing for Family Presence and Involvement in Patient Care. HERD: Health Environments Research & Journal, 6(4), 53-75. https://doi.org/10.1177/193758671300600404
  • [16] Copeland, D., & Chambers, M. (2017). Effects of unit design on acute care nurses’ walking distances, energy expenditure, and job satisfaction: A pre–post relocation study. HERD: Health Environments Research & Design Journal, 10(4), 22–36.
  • [17] Cornell, P., Herrin-Griffith, D., Keim, C., Petschonek, S., Sanders, A. M., D’mello, S., Golden, T. W., & Shepherd, G. (2010). Transforming nursing workflow, part 1: the chaotic nature of nurse activities. JONA: The Journal of Nursing Administration, 40(9), 366–373.
  • [18] Elganzouri, E., Standish, C., & Androwich, I. M. (2009). The mat study: global insight into the medication administration process. Nursing Informatics, 424–428.
  • [19] Figueiro, M. G., Appleman, K., Bullough, J. D., & Rea, M. S. (2006). A discussion of recommended standards for lighting in the newborn intensive care unit. Journal of Perinatology, 26(S3), S
  • [20] Gharaveis, A., Shepley, M. M., & Gaines, K. (2016). The role of daylighting in skilled nursing short-term rehabilitation facilities. HERD: Health Environments Research & Design Journal, 9(2), 105–118.
  • [21] Gomez-Zamora, P. (2017) SPATIOTEMPORAL OCCUPANCY IN BUILDING SETTINGS, Ph.D. Thesis, Georgia Institute of Technology
  • [22] Gomez-Zamora, P., Bafna, S., Zimring, C., Do, E., & Romero Vega, M. (2019). Spatiotemporal Occupancy for Building Analytics.
  • [23] Hadi, K., Du Bose, J. R., & Choi, Y.-S. (2019). The Effect of Light on Sleep and Sleep-Related Physiological Factors Among Patients in Healthcare Facilities: A Systematic Review. HERD: Health Environments Research & Design Journal, 12(4), 116– 141.
  • [24] Haymaker, J., Bernal, M., Marshall, M. T., Okhoya, V., Szilasi, A., Rezaee, R., ... & Hasan, H. (2018). Design space construction: a framework to support collaborative, parametric decision making. Journal of Information Technology in Construction, 157- 178.
  • [25] Hendrich, A., Chow, M. P., Bafna, S., Choudhary, R., Heo, Y., & Skierczynski, B. A. (2009). Unit-related factors that affect nursing time with patients: spatial analysis of the time and motion study. HERD, 2(2), 5.
  • [26] Hendrich, A., Chow, M. P., Skierczynski, B. A., & Lu, Z. (2008). A 36-hospital time and motion study: how do medical-surgical nurses spend their time? The Permanente Journal, 12(3), 25.
  • [27] Heo, Y., Choudhary, R., Bafna, S., Hendrich, A., & Chow, M. P. (2009). A modeling approach for estimating the impact of spatial configuration on nurses’ movement. Proceedings of the 7th International Space Syntax Symposium, 41.
  • [28] Kearney, A. R., & Winterbottom, D. (2005). Nearby nature and long-term care facility residents: Benefits and design recommendations. Journal of Housing for the Elderly, 19(3–4), 7– https://doi.org/10.1300/J081v19n03_02
  • [29] Lavender, S. A., Sommerich, C. M., Patterson, E. S., Sanders, E. B. N., Evans, K. D., Park, S., Umar, R. Z. R., & Li, J. (2015). Hospital patient room design: The issues facing 23 occupational groups who work in medical/surgical patient rooms. Health Environments Research and Design Journal, 8(4), 98–114. https://doi.org/10.1177/1937586715586391
  • [30] Leaf, D. E., Homel, P., & Factor, P. H. (2010). Relationship between ICU design and mortality. Chest, 137(5), 1022– 1027.
  • [31] LEED. (2019). View Quality. Retrieved from https://www.usgbc.org/credits/new-construction-commercial- interiors-schools-new-construction-retail-new-construction- ret-2
  • [32] Lovell, B. B., Ancoli-Israel, S., & Gevirtz, R. (1995). Effect of bright light treatment on agitated behavior in institutionalized elderly subjects. Psychiatry Research, 57(1), 7–12.
  • [33] Lu, Y., Ossmann, M. M., Leaf, D. E., & Factor, P. H. (2014). Patient visibility and ICU mortality: A conceptual replication. HERD: Health Environments Research & Design Journal, 7(2), 92– 103.
  • [34] Lu, Y., Peponis, J., & Zimring, C. (2009). Targeted visibility analysis in buildings: Correlating targeted visibility analysis with distribution of people and their interactions within an intensive care unit. In International Space Syntax Symposium.
  • [35] Lu, Y., & Zimring, C. (2012). Can Intensive Care Staff See Their Patients? An Improved Visibility Analysis Methodology. Environment and Behavior, 44(6), 861–876. https://doi.org/10.1177/0013916511405314
  • [36] MacAllister, L. (2014). The impact of spatial layouts on patient satisfaction. In Unpublished manuscript, Georgia Institute of Technology, Atlanta, GA: College of Architecture.
  • [37] Maze, C. (2009). Inboard, outboard, or nested? Healthcare Design Magazine.
  • [38] Naderpour, A., Johnson, B. R., & Anderson, A. (2019). A2B: A Toolkit for Computing Circulation Metrics in Buildings. Paper presented at the 16th Conference of the International Building Performance Simulation Association, IBPSA Rome.
  • [39] Nanda, U., Pati, S., & Nejati, A. (2015). Field research and parametric analysis in a medical–surgical unit. HERD: Health Environments Research & Design Journal, 8(4), 41–57.
  • [40] Nazarian, M., Price, A., Demian, P., & Malekzadeh, M. (2018). Design lessons from the analysis of nurse journeys in a hospital ward. HERD: Health Environments Research & Design Journal, 11(4), 116–129.
  • [41] Nejati, A., Shepley, M., Rodiek, S., Lee, C., & Varni, J. (2016). Restorative Design Features for Hospital Staff Break Areas: A Multi-Method Study. Health Environments Research and Design Journal, 9(2), 16–35. https://doi.org/10.1177/1937586715592632
  • [42] Park, M. Y., Chai, C.-G., Lee, H.-K., Moon, H., & Noh, J. S. (2018). The effects of natural daylight on length of hospital stay. Environmental Health Insights, 12, 1178630218812817.
  • [43] Pati, D., Cason, C., Harvey Jr, T. E., & Evans, J. (2010). An empirical examination of patient room handedness in acute medical-surgical settings. HERD: Health Environments Research & Design Journal, 4(1), 11–33.
  • [44] Pati, D., Harvey Jr, T. E., & Barach, P. (2008). Relationships between exterior views and nurse stress: An exploratory examination. HERD: Health Environments Research & Design Journal, 1(2), 27–38.
  • [45] Pati, D., Harvey Jr, T. E., Redden, P., Summers, B., & Pati, S. (2015). An empirical examination of the impacts of decentralized nursing unit design. HERD: Health Environments Research & Design Journal, 8(2), 56–70.
  • [46] Pati, D., Harvey Jr, T. E., Reyers, E., Evans, J., Waggener, L., Serrano, M., Saucier, R., & Nagle, T. (2009). A multidimensional framework for assessing patient room configurations. HERD: Health Environments Research & Design Journal, 2(2), 88–111.
  • [47] Raanaas, R. K., Patil, G. G., & Hartig, T. (2012). Health benefits of a view of nature through the window: A quasi-experimental study of patients in a residential rehabilitation center. Clinical Rehabilitation, 26(1),21–32.
  • [48] Rashid, M. (2014). Space Allocation in the Award-Winning Adult ICUs of the Last Two Decades (1993–2012): An Exploratory Study. HERD: Health Environments Research & Design Journal, 7(2), 29-56. https://doi.org/10.1177/193758671400700203
  • [49] Real, K., Bardach, S. H., & Bardach, D. R. (2017). The role of the built environment: How decentralized nurse stations shape communication, patient care processes, and patient outcomes. Health Communication, 32(12), 1557–1570.
  • [50] Shepley, Mardelle McCuskey, Gerbi, R. P., Watson, A. E., Imgrund, S., & Sagha-Zadeh, R. (2012). The impact of daylight and views on ICU patients and staff. HERD: Health Environments Research & Design Journal, 5(2), 46–60.
  • [51] Silvis, J. (2011). Applying Evidence-Based Design at the New Parkland Hospital. Healthcare Design Magazine.
  • [52] Smonig, R., Magalhaes, E., Bouadma, L., Andremont, O., de Montmollin, E., Essardy, F., Mourvillier, B., Lebut, J., Dupuis, C., & Neuville, M. (2019). Impact of natural light exposure on delirium burden in adult patients receiving invasive mechanical ventilation in the ICU: a prospective study. Annals of Intensive Care, 9(1), 120.
  • [53] The Advisory Board. (2007). Hospital of the future: Lessons for inpatient facility planning and strategy. https://www.advisory.com/research/health-care-advisory- board/studies/2007/hospital-of-the-future
  • [54] Thompson, D. R., Hamilton, D. K., Cadenhead, C. D., Swoboda, S. M., Schwindel, S. M., Anderson, D. C., Schmitz, E. V., St. Andre, A. C., Axon, D. C., Harrell, J. W., Harvey, M. A., Howard, A., Kaufman, D. C., & Petersen, C. (2012). Guidelines for intensive care unit design*. Critical Care Medicine, 40(5), 1586–1600.
  • [55] https://doi.org/10.1097/CCM.0b013e3182413bb2
  • [56] Ulrich, R. (1984). View through a window may influence recovery. Science, 224(4647), 224–225.
  • [57] Ulrich, R. S., Bogren, L., Gardiner, S. K., & Lundin, S. (2018). Psychiatric ward design can reduce aggressive behavior. Journal of Environmental Psychology, 57, 53–66.
  • [58] Vassallo, M., Azeem, T., Pirwani, M. F., Sharma, J. C., & Allen, S. C. (2000). An epidemiological study of falls on integrated general medical wards. International Journal of Clinical Practice, 54(10), 654–657.
  • [59] Walch, J. M., Rabin, B. S., Day, R., Williams, J. N., Choi, K., & Kang, J. D. (2005). The effect of sunlight on postoperative analgesic medication use: a prospective study of patients undergoing spinal surgery.Psychosomatic Medicine,67(1), 156–163.
  • [60] Wang, C.-H., Kuo, N.-W., & Anthony, K. (2019a). Impact of window views on recovery—an example of post-cesarean section women. International Journal for Quality in Health Care, 31(10), 798–803. https://doi.org/10.1093/intqhc/mzz046
  • [61] Wang, C.-H., Kuo, N.-W., & Anthony, K. (2019b). Impact of window views on recovery-an example of post-cesarean section women.I
  • [62] Watkins, N., Kennedy, M., Ducharme, M., & Padula, C. (2011). Same-handed and mirrored unit configurations: Is there a difference in patient and nurse outcomes? Journal of Nursing Administration, 41(6), 273–279. https://doi.org/10.1097/NNA.0b013e31821c47b4
  • [63] Welton, J. M., Decker, M., Adam, J., & Zone-Smith, L. (2006). How far do nurses walk? Medsurg Nursing, 15(4).
  • [64] Yi, L., & Seo, H.-B. (2012). The effect of hospital unit layout on nurse walking behavior. HERD: Health Environments Research & Design Journal, 6(1), 66–82.
  • [65] Zadeh, R. S., Shepley, M. M., Williams, G., & Chung, S. S. E. (2014). The impact of windows and daylight on acute-care nurses’ physiological, psychological, and behavioral health. HERD: Health Environments Research & Design Journal, 7(4), 35–61.
  • [66] Zimring, C., & Seo, H.-B. (2012). Making acuity-adaptable units work: Lessons from the field. HERD: Health Environments Research & Design Journal, 5(3), 115–128.
Como citar:

Hadi, Khatereh; Gomez, Paula; Swarts, Matthew; Marshall, Tyrone; Bernal, Marcelo; "Healthcare Design Metrics for Human-Centric Building Analytics", p. 52-59 . In: Congreso SIGraDi 2020. São Paulo: Blucher, 2020.
ISSN 2318-6968, DOI 10.5151/sigradi2020-8

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