The impact of built environment engineering on healthcare-associated infection rates: A cross-sectional analysis of ventilation, materials, and layout
Mohammed Shakeebulla Khan, Ekta Patel, Basavaraj Nyamagoud & Swapnil Malipatil
Abstract
Addressing the ongoing worldwide problem of healthcare-associated infections (HAIs) requires looking beyond the microbiological interventions to the role of the built environment. This cross-sectional study conducted in a 750-bed tertiary hospital quantitatively assessed the integrated effects of three engineering controls (ventilation, surface materials and spatial layout) on HAI rates over 12 months. Data on air changes per hour (ACH), surface bioburden, room occupancy and flow of footfall patterns were correlated with laboratory confirmed HAIs on four wards. Results showed that ACH was a strong predictor of lower infection rates and each unit increase in ACH was associated with a 17.3 percent reduction in infection. Surface porosity directly contributed to bacterial colonization, which was associated with an 11% increase in contact-transmitted HAIs per 5 CFU/cm2 increased, whereas single-occupancy rooms had 42% fewer HAI rates than multi-bed rooms. A multivariate model combining these factors accounted for 78% variance of HAIs. These results show that strategic, integrated design interventions in ventilation, material choice, and layout are important in mitigating the transmission of infection and improving patient safety, with the need to address hospital design as a first line of infection control.
Keywords
health, healthcare, surface materials, hospital design
Author information & Contribution
Mohammed Shakeebulla Khan. Corresponding author. Ph.D (Pursuing). M. Tech in structural Engineering. Assistant Professor, Department of Civil Engineering St. John College of Engineering and Management, Palghar, Mumbai Maharashtra 401404, India. Email: shakeeb.ulla@gmail.com
Ekta Patel. M.E. Assistant Professor, Department of Pharmacy, St. John College of Pharmacy, Palghar, Mumbai Maharashtra 401404, India. Email: ektap@sjipr.edu.in
Basavaraj Nyamagoud. M. Tech in Highway Engineering. Assistant Professor, St. John College of Engineering and Management, Palghar, Mumbai Maharashtra 401404, India. Email: basavarajn@sjcem.edu.in
Swapnil Malipatil. M. Tech in structural Engineering. Assistant Professor, Department of Civil Engineering St. John College of Engineering and Management, Palghar, Mumbai Maharashtra 401404, India. Email: swapnilm@sjcem.edu.in
“All authors equally contributed to the conception, design, preparation, data gathering and analysis, and writing of the manuscript. All authors read and approved the final manuscript.”
Disclosure statement
No potential conflict of interest was reported by the authors.
Funding
This work was not supported by any funding.
Institutional Review Board Statement
The conduct of this study has been given relative clearances by the Institutional Ethics Committee (Ref: IEC/2022/PH/45) and the Hospital Infection Control Committee.
Data and Materials Availability
The data supporting the findings of this study are available from the corresponding author upon reasonable request.
AI Declaration
AI tools were not used in writing this paper.
Notes
Acknowledgement
References
Abraham, J., Dowling, K., & Florentine, S. (2021). Can copper products and surfaces reduce the spread of infectious microorganisms and hospital-acquired infections? Materials, 14(13), 3444. https://doi.org/10.3390/ma14133444
Aillón-García, P., Parga-Landa, B., & Guillén-Grima, F. (2023). Effectiveness of copper as a preventive tool in health care facilities: A systematic review. American Journal of Infection Control, 51(9), 1038–1048. https://doi.org/10.1016/j.ajic.2023.02.010
Al-saffar, F. Y., Wong, L. S., & Paul, S. C. (2023). An Elucidative Review of the Nanomaterial Effect on the Durability and Calcium-Silicate-Hydrate (C-S-H) Gel Development of Concrete. Gels, 9(8), 613. https://doi.org/10.3390/gels9080613
Au, S. S. W., Gomersall, C. D., Leung, P., & Li, P. T. Y. (2010). A randomised controlled pilot study to compare filtration factor of a novel non-fit-tested high-efficiency particulate air (HEPA) filtering facemask with a fit-tested N95 mask. Journal of Hospital Infection, 76(1), 23–25. https://doi.org/10.1016/j.jhin.2010.01.017
Barbati, C., Viviani, L., Vecchio, R., Arzilli, G., De Angelis, L., Baglivo, F., Sacchi, L., Bellazzi, R., Rizzo, C., & Odone, A. (2026). Artificial intelligence use and performance in detecting and predicting healthcare-associated infections: A systematic review. Artificial Intelligence in Medicine, 172. https://doi.org/10.1016/j.artmed.2025.103321
Bayraktar Sari, A. O., & Jabi, W. (2024). Architectural spatial layout design for hospitals: A review. Journal of Building Engineering, 97. https://doi.org/10.1016/j.jobe.2024.110835
Dong, L., Lin, L., Xu, Q., Zhao, L., Qi, X., Yin, G., Pan, X., Xu, A., & Liu, Y. (2025). Changes in microbial community structure and responses to environmental factors in heavily polluted rivers remediated by bio-wax. Journal of Hazardous Materials Advances, 20(October). https://doi.org/10.1016/j.hazadv.2025.100930
Firoozi, A. A., Firoozi, A. A., Oyejobi, D. O., Avudaiappan, S., & Flores, E. S. (2024). Emerging trends in sustainable building materials: Technological innovations, enhanced performance, and future directions. Results in Engineering, 24(September), 103521. https://doi.org/10.1016/j.rineng.2024.103521
Fonseka, I., Mohotti, D., Wijesooriya, K., Lee, C. K., & Mendis, P. (2025). Synergistic effects of graphene oxide and fly ash on long-term durability and strength properties of concrete. Construction and Building Materials, 493(July). https://doi.org/10.1016/j.conbuildmat.2025.143130
Hussein, I. A., & Ghalehnovi, M. (2025). The impact of colloidal nano silica (CNS) and polypropylene fibers (PP) on the properties of recycled concrete aggregate self-compacting concrete (SCC). Case Studies in Construction Materials, 22(February), e04424. https://doi.org/10.1016/j.cscm.2025.e04424
Jones, B., Iddon, C., Zaatari, M., Wargocki, P., & Bruns, R. (2025). Risk modeling for ASHRAE Standard 241-2023 — Control of infectious aerosols. Building and Environment, 283. https://doi.org/10.1016/j.buildenv.2025.113318
Khan, G. R., & Malik, S. I. (2022). Ag-enriched TiO2 nanocoating apposite for self-sanitizing/ self-sterilizing/ self-disinfecting of glass surfaces. Materials Chemistry and Physics, 282. https://doi.org/10.1016/j.matchemphys.2022.125803
Khan, M. S., Nyamagoud, B., Malipatil, S., & Meti, A. (2026). Artificial intelligence for road safety analytics: Crash risk, near-miss detection, and proactive interventions. Deep Science Publishing. https://doi.org/10.70593/978-93-7185-206-7
Khan, M.S. & Patil, P. S. (2024). Utilization of Jhama brick dust as a sustainable alternative for fine aggregate in concrete. International Journal of Science, Technology, Engineering & Mathematics, 4(4), 66–82. https://doi.org/10.53378/ijstem.353132
Khan, M.S. (2024). An experimental analysis on self-compacting concrete with different grades. International Journal for Research in Applied Science and Engineering Technology, 12(3), 3302–3308. https://doi.org/10.22214/ijraset.2024.59470
Kim, J. H., Yu, J., Lee, W., Jeung, Y. S., Yoo, S. H., Sim, J. A., & Keam, B. (2025). Association between multidrug-resistant organism status and quality of end-of-life care in patients with advanced cancer referred to palliative care: A retrospective cohort study with nationwide data linkage. Clinical Microbiology and Infection. https://doi.org/10.1016/j.cmi.2025.11.032
Laustsen, L. M., Bergmann, M., Sigsgaard, T., Petersen, S., & Gabel, C. (2025). Air changes per hour in residential buildings and health outcomes: A scoping review. Indoor Environments, 2(2). https://doi.org/10.1016/j.indenv.2025.100102
Lishchynskyi, O., Shymborska, Y., Stetsyshyn, Y., Raczkowska, J., Skirtach, A. G., Peretiatko, T., & Budkowski, A. (2022). Passive antifouling and active self-disinfecting antiviral surfaces. Chemical Engineering Journal, 446. https://doi.org/10.1016/j.cej.2022.137048
Lutfu, A., Metin, K., Dagli, M. A., & Kubra, O. (2013). An RFID supported train tracking system for tram lines. IFAC Proceedings Volumes, 46(25), 129–132. https://doi.org/10.3182/20130916-2-TR-4042.00024
Martínez, I., Cano-Suñén, E., Casas, R., & Fernández, Á. (2025). Smart built environment (SBE): A challenge for Internet of Things (IoT) ecosystems to understand dynamic habitats and their users as complex systems. Journal of Building Engineering, 116(September). https://doi.org/10.1016/j.jobe.2025.114620
Melo-Soares, V., dos Reis, A. C., & Valente, M. L. da C. (2025). Optimizing titanium dioxide-functionalized polymethyl methacrylate (PMMA-TiO₂) for dental applications: A systematic review on physicochemical parameters and antimicrobial outcomes. Japanese Dental Science Review, 61, 236–249. https://doi.org/10.1016/j.jdsr.2025.09.002
Mohamud, R. Y. H., Mohamed, N. A., Mohamed, Y. A., Ali, K. Y., Ali, A. N., Mohamud, S. M., Doğan, S., Karahan, N., Ahmed, S. A., Hashi, A. I., Orhan, Z., & Hassan, M. Y. (2025). Prevalence and associated factors of postpartum depression symptoms among mothers in Mogadishu, Somalia: A hospital‐based cross-sectional study. Journal of Mood and Anxiety Disorders, 12(October 2024), 0–1. https://doi.org/10.1016/j.xjmad.2025.100157
Mosafer, M., Khodabakhshian, A., & Ghalehnovi, M. (2025). Optimizing the mechanical properties of sustainable self-compacting concrete containing industrial by-products by using Taguchi and Grey-Taguchi methods. Case Studies in Construction Materials, 22. https://doi.org/10.1016/j.cscm.2025.e04692
Mugo, R. M., Kramer-Schadt, S., Krücken, J., Ruhnke, I., Hanefeld, J., & Hartmann, S. (2025). Ascarids and One Health: Emerging challenges in sustainable control. Trends in Parasitology. Elsevier Ltd. https://doi.org/10.1016/j.pt.2025.10.006
Nah, H., Michell, A. R., Rogy, K. M., Lally, O. J., & Khetani, S. R. (2026). Spatial patterning strategies for liver tissue engineering: Biofabrication technologies and applications. Advanced Drug Delivery Reviews, 228. https://doi.org/10.1016/j.addr.2025.115737
Orakzai, M. (2021). Hybrid effect of nano-alumina and nano-titanium dioxide on mechanical properties of concrete. Case Studies in Construction Materials, 14. https://doi.org/10.1016/j.cscm.2020.e00483
Patil, P., Shah, J., Muthal, A., & Raut, A. (2025). Economic burden analysis of nosocomial infections in tertiary care hospital in western India: A prospective evidence-based study. Clinical Epidemiology and Global Health, 31. https://doi.org/10.1016/j.cegh.2024.101907
Poelmans, D., & van Heerden, J. (2026). Evaluation of the impact of adherence to infection prevention measures on the quality of life in children with hematologic malignancies. EJC Paediatric Oncology, 100482. https://doi.org/10.1016/j.ejcped.2026.100482
Prosun, T. A., Zhang, S., Wu, J., Chen, Y., Zhao, J., Yang, H., Dovom, H. A., Hai, F. I., & Jiang, G. (2026). Wastewater-based epidemiology for SARS-CoV-2 and other respiratory viruses: A systematic review of sampling strategies and analytical workflows. Journal of Environmental Chemical Engineering, 14(1). Elsevier Ltd. https://doi.org/10.1016/j.jece.2025.120800
Rowan, N. J. (2024). Digital technologies to unlock safe and sustainable opportunities for medical device and healthcare sectors with a focus on the combined use of digital twin and extended reality applications: A review. Science of the Total Environment, 926. Elsevier B.V. https://doi.org/10.1016/j.scitotenv.2024.171672
Simonet, S., Marschall, J., Kuhn, R., Schlegel, M., & Kahlert, C. R. (2022). Implementation of an electronic, secure, web-based application to support routine hand hygiene observation with immediate direct feedback and anonymized benchmarking. American Journal of Infection Control, 50(11), 1263–1265. https://doi.org/10.1016/j.ajic.2022.04.006
Solante, R. M., Tiu, D., Tan, K., Wong, J. H., Low, K., Payawal, E., & Nua, W. (2025). Cost-effectiveness analysis comparing ceftazidime/avibactam with standard of care in the treatment of hospital- and ventilator-acquired pneumonia in the Philippines. Value in Health Regional Issues, 50. https://doi.org/10.1016/j.vhri.2025.101158
Stinson, B. W., Greathouse, E. A., Kapileo, D., & Gall, E. T. (2025). Critical analysis of a school district-wide response to addressing indoor airborne disease transmission. Indoor Environments, 2(3). https://doi.org/10.1016/j.indenv.2025.100115
Varghese, D. G. (2025). Challenges in managing multidrug-resistant Gram-negative infections. International Journal of Infectious Diseases, 152, 107820. https://doi.org/10.1016/j.ijid.2025.107820
Xu, Y., Zheng, H., & Bassi, A. (2025). Investigation of disinfection regrowth potential assessment of non-thermal plasma on surface materials: A comparative study. Journal of Food Engineering, 399. https://doi.org/10.1016/j.jfoodeng.2025.112624
Zeng, S. Q., Zhen, J. H., Pu, Y., Liu, C., Hu, J. M., Chen, J. J., Wang, X. L., & Dong, W. G. (2025). Global, regional, and national burden of autoimmune disease in older adults (≥60 years) from 1990 to 2021: Results from the Global Burden of Disease Study 2021. Journal of Nutrition, Health and Aging, 29(11). https://doi.org/10.1016/j.jnha.2025.100681
Zules-Oña, R., Otero-Romero, S., Rodrigo-Pendás, J. A., Minguell-Monyart, J., Amat-Mateu, C., Lung, M., Martinez, X., Quintana-Alonso, C., Limón, E., & Parés-Badell, O. (2026). Risk factors of surgical site infection in total knee arthroplasty: Impact of an infection prevention and control intervention in a tertiary hospital in Barcelona, Spain. American Journal of Infection Control. https://doi.org/10.1016/j.ajic.2025.12.016
Cite this article:
Khan, M.S., Patel, E., Nyamagoud, B. & Malipatil, S. (2026). The impact of built environment engineering on healthcare-associated infection rates: A cross-sectional analysis of ventilation, materials, and layout. Journal of Allied Health Sciences & Medical Research, 2(1), 1-20. https://doi.org/10.53378/jahsmr.353319
License:
![]()
This work is licensed under a Creative Commons Attribution (CC BY 4.0) International License.
Most read articles
- Social media usage and the academic performance of Filipino junior high school students
- A narrative exploration of romantic experiences and ideal relationship standards among Filipino Gen Z
- Exploring the factors influencing commuters’ satisfaction and the use of public utility buses in Quezon City, Philippines
- Students’ exposure to social media and their radical involvement on the societal issues in the Philippines
- ChatGPT integration significantly boosts personalized learning outcomes: A Philippine study
- Tiktok made me book it: The impact of Tiktok on tourism destination selection of generation Z and millennials in Manila
- Senior high school students’ awareness and literacy on computer software applications
- Self-perception of ABM students towards their academic, social and emotional college preparedness
- Enhancing financial literacy among Pantawid Pamilyang Pilipino Program beneficiaries
- Emotional intelligence and leadership efficacy of university student leaders
