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Background and Objectives Older adults undergoing total hip arthroplasty (THA) and total knee arthroplasty (TKA) experience significant challenges while navigating their homes after surgery and are at higher risk for falls and injuries. This study explored the specific home and community physical environment challenges faced by community-dwelling older adults while performing daily activities and actions taken to modify their homes before surgery. Research Design and Methods Using a qualitative descriptive methodology, semistructured interviews were conducted with 22 older adult–care partner dyads pre- and postsurgery to identify key built environment barriers and facilitators in addition to home modifications made pre- and postsurgery. Results Challenges anticipated by participants to perform daily activities presurgery varied from those experienced postsurgery. Lack of support along stairs or in bathrooms, flooring material, and transitions were significant concerns raised by the participants before surgery. Size and layout of home and ergonomics of resting furniture were recognized as issues postsurgery. Modifications ranged from easy fixes such as rearranging furniture, removing clutter, and installing grab bars to high-cost structural changes such as remodeling critical spaces such as bathrooms. Although participants agreed on the importance of conducting proactive home assessments and modifications before surgery, perceived costs and lack of knowledge or services limit older adults from implementing some changes. Discussion and Implications Home modifications must be considered proactively before an event such as a THA or TKA. These should be done within the context of the specific needs, abilities, financial capabilities, and social and physical home environments of the individual and the residential caregivers.

(1) Background: The surgical table within a typical ambulatory surgery operating room is frequently rotated and placed in different orientations to facilitate surgery or in response to surgeon preferences. However, different surgical table orientations can impact access to different work zones, areas and equipment in the OR, potentially impacting workflow of surgical team members and creating patient safety risks, (2) Methods: This quantitative observational study used a convenience sample of 38 video recordings of the intraoperative phase of pediatric outpatient surgeries to study the impacts of surgical table orientation on flow disruptions (FDs), number of contacts between team members and distance traveled, (3) Results: This study found that the orientation of the surgical table significantly influenced staff workflow and movement in the OR with an angled surgical table orientation being least disruptive to surgical work. The anesthesia provider, scrub nurse and circulating nurse experienced more FDs compared to the surgeon, (4) Conclusions: The orientation of the surgical table matters, and clinicians and architects must consider different design and operational strategies to support optimal table orientation in the OR.

There is a lack of awareness regarding the pervasive influence of the built environment on caregiving activities, and how its design could reduce risks for patients and providers. This article presents a narrative review summarizing key findings that link health care facility design to key targeted safety outcomes: health care-associated infections, falls, and medication errors. It describes how facility design should be considered in conjunction with quality improvement legislation; projects under way in health systems; and the work of guideline-setting organizations, funding agencies, industry, and educational institutions. The article also charts a path forward that consolidates existing challenges and suggests what can be done about them to create safe and high-quality health care environments.

OBJECTIVES: Wideband acoustic immittance (WAI) is an emerging test of middle-ear function with potential applications for neonates in screening and diagnostic settings. Previous large-scale diagnostic accuracy studies have assessed the performance of WAI against evoked otoacoustic emissions, but further research is needed using a more stringent reference standard. Research into suitable quantitative techniques to analyze the large volume of data produced by WAI is still in its infancy. Prediction models are an attractive method for analysis of multivariate data because they provide individualized probabilities that a subject has the condition. A clinically useful prediction model must accurately discriminate between normal and abnormal cases and be well calibrated (i.e., give accurate predictions). The present study aimed to develop a diagnostic prediction model for detecting conductive conditions in neonates using WAI. A stringent reference standard was created by combining results of high-frequency tympanometry and distortion product otoacoustic emissions. DESIGN: High-frequency tympanometry and distortion product otoacoustic emissions were performed on both ears of 629 healthy neonates to assess outer- and middle-ear function. Wideband absorbance and complex admittance (magnitude and phase) were measured at frequencies ranging from 226 to 8000 Hz in each neonate at ambient pressure using a click stimulus. Results from one ear of each neonate were used to develop the prediction model. WAI results were used as logistic regression predictors to model the probability that an ear had outer/middle-ear dysfunction. WAI variables were modeled both linearly and nonlinearly, to test whether allowing nonlinearity improved model fit and thus calibration. The best-fitting model was validated using the opposite ears and with bootstrap resampling. RESULTS: The best-fitting model used absorbance at 1000 and 2000 Hz, admittance magnitude at 1000 and 2000 Hz, and admittance phase at 1000 and 4000 Hz modeled as nonlinear variables. The model accurately discriminated between normal and abnormal ears, with an area under the receiver-operating characteristic curve (AUC) of 0.88. It effectively generalized to the opposite ears (AUC = 0.90) and with bootstrap resampling (AUC = 0.85). The model was well calibrated, with predicted probabilities aligning closely to observed results. CONCLUSIONS: The developed prediction model accurately discriminated between normal and dysfunctional ears and was well calibrated. The model has potential applications in screening or diagnostic contexts. In a screening context, probabilities could be used to set a referral threshold that is intuitive, easy to apply, and sensitive to the costs associated with true- and false-positive referrals. In a clinical setting, using predicted probabilities in conjunction with graphical displays of WAI could be used for individualized diagnoses. Future research investigating the use of the model in diagnostic or screening settings is warranted.

Door openings have been shown to increase bacterial counts in the operating room (OR) as a result of air exchange between the OR and adjacent spaces, potentially increasing risks for Surgical Site Infections (SSIs). A deeper understanding of door opening behavior and patterns is necessary to develop interventions that will have sustained impacts. Twenty-eight surgical procedures were recorded and closely watched. Accordingly, duration, intent, and destination of people involved in all door openings were identified and analyzed with respect to operation phase (i.e., pre-incision, incision-to-closure, and post-closure phases). Results suggest that the distribution of door opening duration in the incision-to-closure phase is independent of surgery type and room layout. The door was opened by someone other than the core surgical staff around 23% of the time. There seems to be a need for improvement in communication and design efficiency to manage traffic through the OR door.

Objective The purpose of this study is to understand the communication among care teams during telemedicine-enabled stroke consults in an ambulance. Background Telemedicine can have a significant impact on acute stroke care by enabling timely intervention in an ambulance before a patient reaches the hospital. However, limited research has been conducted on understanding and supporting team communication during the care delivery process for telemedicine-enabled stroke care in an ambulance. Method Video recordings of 13 simulated stroke telemedicine consults conducted in an ambulance were coded to document the tasks, communication events, and flow disruptions during the telemedicine-enabled stroke care delivery process. Results The majority (82%) of all team interactions in telemedicine-enabled stroke care involved verbal interactions among team members. The neurologist, patient, and paramedic were almost equally involved in team interactions during stroke care, though the neurologist initiated 48% of all verbal interactions. Disruptions were observed in 8% of interactions, and communication-related issues contributed to 44%, with interruptions and environmental hazards being other reasons for disruptions in interactions during telemedicine-enabled stroke care. Conclusion Successful telemedicine-enabled stroke care involves supporting both verbal and nonverbal communication among all team members using video and audio systems to provide effective coverage of the patient for the clinicians as well as vice versa. Application This study provides a deeper understanding of team interactions during telemedicine-enabled stroke care that is essential for designing effective systems to support teamwork.

Background Perioperative anxiety can have a profound and lasting effect on children and their parents, with up to 70 percent of children undergoing outpatient surgery experiencing significant physiologic and/or psychological manifestations of anxiety throughout the ambulatory surgical process. The physical healthcare environment itself can contribute to these feelings, substantially impacting the level of anxiety experienced by both the child and their parent. Objective This study sought to examine whether a difference exists between utilization of an induction room vs. the operating room on child and parent perioperative anxiety for parent present induction. Methods A single institution multi-site prospective observational study was conducted with a cohort of 51 healthy children aged 6-12 years, receiving an outpatient tonsillectomy and/or adenoidectomy and their parent. The methodological approach utilized for this study was Ecological Momentary Assessment. Two psychological measures of anxiety, (i) momentary and (ii) environmental, and one physiologic measure of anxiety (i) electrodermal activity were used. Data were captured separately for child and parent. Results For children who underwent anesthetic induction in the induction room, all three anxiety responses were significantly lower and exhibited a large positive effect [momentary (P = .0002, d = 1.984, induction room = 3.76, operating room = 7.07), environmental (P = .018, d = 1.160, induction room = 1.72, operating room = 0.85), and electrodermal activity (P = .039, d = 1.007, induction room = 0.76, operating room = 1.51)], as compared to children who were induced in the operating room. Electrodermal activity was also statistically significantly lower, with a large positive effect, in the postoperative environment (P = .004, d = 1.454, induction room = 0.21, operating room = 0.60) for Children who were induced in the induction room, as compared to the operating room cohort. No significant differences were found between parents for momentary and environmental anxiety, and electrodermal anxiety. Conclusions The nonpharmacological strategy of using an induction room for anesthetic induction of children may be clinically effective in reducing anxiety as compared to an operating room.

Purpose: This study proposes a flow mapping approach for surgical facilities that can be implemented by design teams as a component of case study tours. Background: The provision of healthcare services involves simultaneous and closely coupled flows of people, objects, and information, and the efficiency of these flows is influenced by the spatial configuration of the buildings where these services are housed. Many architecture firms conduct case study tours to inform their design process. However, these tours often lack a structured way of documenting different flows and interpreting observations. A structured approach is needed during the design process to understand the impact of spatial configuration on healthcare flows. Method: Site tours were conducted at four surgery centers to develop and test an evidence-based flow mapping approach. Idealized flows within surgical facilities were first identified from the literature, followed by the development of a data collection tool aimed at documenting these flows in each case study through a pre-assessment questionnaire, a physical assessment, and interviews with staff. Results: The flow mapping tool kit was effective in allowing the design team to systematically understand the physical configuration of surgical flows across case studies. The tool also allowed the team to identify spatial configuration characteristics acting as barriers and facilitators to idealized flows. Conclusions: The flow mapping approach was able to provide structure for conducting these short tours more effectively via observations and staff inquiry, enabling design teams to draw more meaningful conclusions from case study tours and conduct comparisons between healthcare facilities visited.

Purpose: We propose a methodological framework to use immersive virtual environments (IVEs) in head-mounted displays for environmental design research. Background: IVEs offer researchers with experimental control and realistic representations of environments with high levels of ecological validity. IVEs are also increasingly being used to visualize proposed designs. Despite these tremendous benefits, IVEs are underutilized in environmental design research. We are unaware of preexisting frameworks that synthesize the methodological decisions related to the use of IVEs to conduct environmental design research. Methods/Results: We define the concepts necessary to conduct IVE research (virtual reality [VR], IVEs, ecological validity, visual realism, behavioral realism, and contextual realism). We also summarize the available study designs (correlational studies, experimental studies, and performance evaluations) and software systems used to create IVEs. We conclude with a conceptual framework that describes how research questions and study designs inform IVE selection and ecological validity. This framework is accompanied by a workflow that operationalizes the creation and use of IVEs in research. Conclusions: VR provides a robust and innovative research strategy for environmental design research because of its high degree of experimental control, rich data collection options, and opportunities for systematic evaluation of alternative design configurations.

The treatment of advanced gastrointestinal (GI) cancers has become increasingly molecularly driven. Molecular profiling for HER2 and PD-L1 status is standard for metastatic gastroesophageal (GEJ) cancers to predict benefits from trastuzumab (HER2-targeted therapy) and pembrolizumab (anti-PD-1 therapy), while extended RAS and BRAF testing is standard in metastatic colorectal cancer to predict benefits from epidermal growth factor receptor (EGFR)-targeted therapies. Mismatch repair (MMR) or microsatellite instability (MSI) testing is standard for all advanced GI cancers to predict benefits from pembrolizumab and in metastatic colorectal cancer, nivolumab with or without ipilimumab. Here we review recent seminal trials that have further advanced targeted therapies in these cancers including Poly (adenosine diphosphate–ribose) polymerases (PARP) inhibition in pancreas cancer, BRAF inhibition in colon cancer, and isocitrate dehydrogenase (IDH) and fibroblast growth factor receptor (FGFR) inhibition in biliary tract cancer. Targeted therapies in GI malignancies constitute an integral component of the treatment paradigm in these advanced cancers and have widely established the need for standard molecular profiling to identify candidates.

BackgroundOzone (O3) inhalation elicits airway inflammation and impairs treatment responsiveness in asthmatic patients. The underlying immune mechanisms have been difficult to study because of the lack of relevant experimental models. Rhesus macaques spontaneously have asthma and have a similar immune system to human subjects.ObjectivesWe sought to investigate mucosal immune changes after O3 inhalation in a clinically relevant nonhuman primate asthma model and to study the effects of an antioxidant synthetic lignan (synthetic secoisolariciresinol diglucoside [LGM2605]).MethodsA cohort of macaques (n=17) previously characterized with airway hyperreactivity (AHR) to methacholine was assessed (day 1). Macaques were treated (orally) with LGM2605 (25mg/kg) or placebo twice per day for 7days, exposed to 0.3ppm O3 or air for 6hours (on day 7), and studied 12hours later (day 8). Lung function, blood and bronchoalveolar lavage (BAL) fluid immune cell profile, and bronchial brushing and blood cell mRNA expression were assessed.ResultsO3 induced significant BAL fluid neutrophilia and eosinophilia and increased AHR and expression of IL6 and IL25 mRNA in the airway epithelium together with increased BAL fluid group 2 innate lymphoid cell (ILC2s), CD1c+ myeloid dendritic cell, and CD4+ T-cell counts and diminished surfactant protein D expression. Although LGM2605 attenuated some of the immune and inflammatory changes, it completely abolished O3-induced AHR.ConclusionILC2s, CD1c+ myeloid dendritic cells, and CD4+ Tcells are selectively involved in O3-induced asthma exacerbation. The inflammatory changes were partially prevented by antioxidant pretreatment with LGM2605, which had an unexpectedly disproportionate protective effect on AHR.

BackgroundStudies in operating rooms (OR) show that minor disruptions tend to group together to result in serious adverse events such as surgical errors. Understanding the characteristics of these minor flow disruptions (FD) that impact major events is important in order to proactively design safer systemsObjectiveThe purpose of this study is to use a systems approach to investigate the aetiology of minor and major FDs in ORs in terms of the people involved, tasks performed and OR traffic, as well as the location of FDs and other environmental characteristics of the OR that may contribute to these disruptions.MethodsUsing direct observation and classification of FDs via video recordings of 28 surgical procedures, this study modelled the impact of a range of system factors—location of minor FDs, roles of staff members involved in FDs, type of staff activities as well as OR traffic-related factors—on major FDs in the OR.ResultsThe rate of major FDs increases as the rate of minor FDs increases, especially in the context of equipment-related FDs, and specific physical locations in the OR. Circulating nurse-related minor FDs and minor FDs that took place in the transitional zone 2, near the foot of the surgical table, were also related to an increase in the rate of major FDs. This study also found that more major and minor FDs took place in the anaesthesia zone compared with all other OR zones. Layout-related disruptions comprised more than half of all observed FDs.ConclusionRoom design and layout issues may create barriers to task performance, potentially contributing to the escalation of FDs in the OR.

This paper describes the process and tools developed as part of a multidisciplinary collaborative simulation-based approach for iterative design and evaluation of operating room (OR) prototypes. Full-scale physical mock-ups of healthcare spaces offer an opportunity to actively communicate with and to engage multidisciplinary stakeholders in the design process. While mock-ups are increasingly being used in healthcare facility design projects, they are rarely evaluated in a manner to support active user feedback and engagement. Researchers and architecture students worked closely with clinicians and architects to develop OR design prototypes and engaged clinical end-users in simulated scenarios. An evaluation toolkit was developed to compare design prototypes. The mock-up evaluation helped the team make key decisions about room size, location of OR table, intra-room zoning, and doors location. Structured simulation based mock-up evaluations conducted in the design process can help stakeholders visualize their future workspace and provide active feedback.

Non-participant direct observation of healthcare processes offers a rich method for understanding safety and performance improvement. As a prospective method for error prediction and modelling, observation can capture a broad range of performance issues that can be related to higher aspects of the system.1–5 It can help identify underlying and recurrent problems6 that may be antecedents to more serious situations.7 It is also a way to understand the complexity of healthcare work that might otherwise be poorly understood or ignored,8 9 how workarounds influence work practices and safety,10 and is of fundamental importance to practitioners wishing to understand resilience in the face of conflicting workplace pressures.11 12 In some cases it will lead to the direct observation of near-misses or precursor events that might otherwise not be reported,13 14 while in others the observation process may lead to, or be a specific part of, improvement methodologies.15 Observation allows us to move from ‘work as imagined’ (ie, what should happen, what we think happens or what we are told happens) to ‘work as done’ (what really happens).16–18 This also creates a set of unique technical challenges, from the initial question of what should be observed, the role of the observer, supporting the observer in data collection and protecting human subjects, to the non-linear relationships between outcomes, accidents and their deeper systemic causes. The design of observation studies within a clinical context requires a range of trade-offs that need to be carefully considered, yet little has been formalised about how those decisions are made. This viewpoint paper considers those design parameters and their impact on reliability, results and outcomes, and is specifically focused on researchers and quality improvement specialists seeking to design and conduct their own quantitative observational work, particularly, but not exclusively, …

Objective: This review of empirical literature focuses on the design of operating rooms (ORs) by investigating the physical environmental features of ORs associated with patient and staff outcomes. Background: Many ORs built more than 30 years ago remain operational today. However, most are inadequately designed to handle the equipment, processes, and people that a contemporary OR needs to accommodate. However, the evidence base for designing ORs has been sorely lacking, and little guidance exists on how OR design can improve safety and performance outcomes. Method: A literature search was conducted using PubMed and the university’s linked databases. The inclusion criteria included peer-reviewed journal articles that reported some aspect of the physical environment of ORs along with outcomes. The study included empirical studies as well as nonempirical best practice papers. Results: This literature review uncovered 211 articles. The main themes that emerged include OR design-related factors, ventilation, temperature and humidity, acoustical environment, lighting, and materials. Some environmental threats to patient safety in the OR include frequent door openings, clutter, poor air quality, surface contamination, and noise. Further, staff performance and satisfaction were impacted by factors such as the OR layout and equipment and furniture ergonomics. Conclusion: This literature review provides an overview of the research organized into design-focused topic areas to support decision-making by architects and designers. This article highlights gaps in the research and identifies areas where best practice and design assumptions need to be evaluated using rigorous design research.

A growing body of research shows that hospital inpatient room design greatly impacts healthcare outcomes, although research is often difficult for designers to understand and apply in decision making and postoccupancy evaluation (POE). The purpose of this study was to create evidence–based design checklists and POE tools for medical–surgical, intensive care, and maternity care patient rooms. Extensive literature reviews and focus groups with industry experts resulted in a set of design checklists and evaluation tools, including design considerations and features organized around 23 design goals. The tools were optimized after testing at multiple design firms and hospitals through questionnaire surveys and focus group discussions. The final product is an evidence–based toolkit with a series of features to increase usability. Testing results confirmed not only its validity and reliability, but also provided valuable lessons for further improvement. By facilitating the use of research evidence, the tools may contribute to improvements in the process of designing and evaluating healthcare facilities.

Background The safety and efficiency of anaesthesia care depend on the design of the physical workspace. However, little is known about the influence that workspace design has on the ability to perform complex operating theatre (OT) work. The aim of this study was to observe the relationship between task switching and physical layout, and then use the data collected to design and assess different anaesthesia workspace layouts. Methods In this observational study, six videos of anaesthesia providers were analysed from a single centre in the United States. A task analysis of workflow during the maintenance phase of anaesthesia was performed by categorising tasks. The data supported evaluations of alternative workspace designs. Results An anaesthesia provider's time was occupied primarily by three tasks: patient (mean: 30.0% of total maintenance duration), electronic medical record (26.6%), and visual display tasks (18.6%). The mean time between task switches was 6.39 s. With the current workspace layout, the anaesthesia provider was centred toward the patient for approximately half of the maintenance duration. Evaluating the alternative layout designs showed how equipment arrangements could improve task switching and increase the provider's focus towards the patient and visual displays. Conclusions Our study showed that current operating theatre layouts do not fit work demands. We report a simple method that facilitates a quick layout design assessment and showed that the anaesthesia workspace can be improved to better suit workflow and patient care. Overall, this arrangement could reduce anaesthesia workload while improving task flow efficiency and potentially the safety of care.

Purpose The aim of this article was to study the normal longitudinal development of wideband absorbance and admittance measures through infancy. Method Two hundred one infants who passed the newborn hearing screen (automated auditory brainstem response) were tested at birth and then followed up at approximately 6, 12, and 18 months of age. Most infants were of either White (86%) or Asian (11%) descent. At each test session, infants passed tympanometry and distortion product otoacoustic emission tests. High-frequency (1000-Hz) tympanometry was used at birth and 6 months of age, and low-frequency (226-Hz) tympanometry was used at 12 and 18 months of age. Wideband pressure reflectance was also measured at each session and analyzed in terms of absorbance, admittance at the probe tip, and admittance normalized for differences in ear canal area. Multilevel hierarchical models were fitted to the absorbance and admittance data to investigate for effects of age, ear side, gender, ethnicity, and frequency. Results There were considerable age effects on wideband absorbance and admittance measurements over the first 18 months of life. The most dramatic changes occurred between birth and 6 months of age, and there were significant differences between all age groups in the 3000- to 4000-Hz region. There were significant ethnicity effects that were substantial for certain combinations of ethnicity, age, and frequency (e.g., absorbance at 6000 Hz at 12 months of age). Conclusion There are large developmental effects on wideband absorbance and admittance measures through infancy. For absorbance, we recommend separate reference data be used at birth, 6 months of age, and 12–18 months of age. For admittance (both normalized and at the probe tip), we advise using separate normative regions for each age group (neonates and 6, 12, and 18 months).

The physical environment of residential health, care, and support facilities (RHCSF) is a critical component in providing supportive and resident-centered care for the elderly. Although past reviews of the literature have focused on specific settings for the elderly or specific residential populations of the elderly, a systematic literature review that covers the range of settings and populations has been lacking. This article provides an overview and synthesis of the most recent empirical evidence addressing the impact of the physical environment on residents and staff of RHCSFs. The review also identifies gaps where future research is needed. This review found 66 studies examining the relationship between the built environment and outcomes in three broad domains of resident quality of life, resident safety, and staff and organizational outcomes. The studies address a range of topics including the impact on elderly residents of the facility scale and size, outdoor environments, and environmental quality.

Aim: To assess how the adjacencies of functionally different areas within operating rooms (ORs) can influence the circulating nurse’s (CN) workflow patterns and disruptions. Background: The CN plays a significant role in promoting patient safety during surgical procedures by observing, monitoring, and managing potential threats at and around the surgical field. Their work requires constant movement to different parts of the OR to support team members. The layout of the OR and crowded and cluttered environment might impact the CN’s workflow and cause disruptions during the surgery. Method: A convenience sample of 25 surgeries were video recorded and thematically coded for CN’s activities, locations, and flow disruptions. The OR layout was categorized into transitional zones and functional zones (workstations, supply zones, support zones, and sterile areas around the surgical table). CN’s activities were classified into patient-, equipment-, material-, and information-related activities. Flow disruptions included those related to environmental hazards and layout. Results: The CN traveled through multiple zones during 91% of the activities. The CN’s workstation acted as a main hub from which the CN made frequent trips to both sides of the surgical table, the foot of the OR table, supply zones, and support zones. Transitional zones accounted for 58.3% of all flow disruption that the CN was involved in whereas 28% occurred in areas surrounding the OR bed. Conclusion: The similarity of the movement and flow disruption patterns, despite variations in OR layout, highlighted the adjacencies required between major zones that CNs regularly visit. These optimum adjacencies should be considered while designing ORs such that they are more efficient and safer.

Purpose The aim of this study was to develop a risk prediction model for detecting middle ear pathology in 6- to 9-month-old infants using wideband absorbance measures. Method Two hundred forty-nine infants aged 23–39 weeks ( Mdn = 28 weeks) participated in the study. Distortion product otoacoustic emissions and high-frequency tympanometry were tested in both ears of each infant to assess middle ear function. Wideband absorbance was measured at ambient pressure in each participant from 226 to 8000 Hz. Absorbance results from 1 ear of each infant were used to predict middle ear dysfunction, using logistic regression. To develop a model likely to generalize to new infants, the number of variables was reduced using principal component analysis, and a penalty was applied when fitting the model. The model was validated using the opposite ears and with bootstrap resampling. Model performance was evaluated through measures of discrimination and calibration. Discrimination was assessed with the area under the receiver operating characteristic curve (AUC); and calibration, with calibration curves, which plotted actual against predicted probabilities. Results AUC of the fitted model was 0.887. The model validated adequately when applied to the opposite ears (AUC = 0.852) and with bootstrap resampling (AUC = 0.874). Calibration was satisfactory, with high agreement between predictions and observed results. Conclusions The risk prediction model had accurate discrimination and satisfactory calibration. Validation results indicate that it may generalize well to new infants. The model could potentially be used in diagnostic and screening settings. In the context of screening, probabilities provide an intuitive and flexible mechanism for setting the referral threshold that is sensitive to the costs associated with true and false-positive outcomes. In a diagnostic setting, predictions could be used to supplement visual inspection of absorbance for individualized diagnoses. Further research assessing the performance and impact of the model in these contexts is warranted.

There is little evidence about how path-design characteristics at site and building scale may be related to where active older adults choose to walk. This article describes the findings from an empirical study examining the relationship between physical environmental characteristics of path segments and their use for walking for recreation or instrumental reasons by 114 active residents on three retirement community campuses. The study uses a combination of methods—resident questionnaires, path assessment, and morphological analysis of building and campus plans. Path use for instrumental walking was related to path segments being well-connected in the path network and having specific destinations along them. Path segments that were likely to be selected for recreational walking at the three case study sites were longer, were well connected, did not have steps, and had attractive views of campus.