Dan Wood

Dr. Dan Wood

orcid

Research Focus & Metrics

Academic Career Length

3Years (2024-Present)

(Calculated once Scilit publication data is synced: current year − year of first publication + 1)

Representative Publications

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30 June 2024 in Healthcare
Verified
Journal Article
Open access
PDF file
Bradley BeauvaisBradley Beauvais
Bradley Beauvais
DDDiane M Dolezel
Diane M Dolezel
RSRamalingam Shanmugam
Ramalingam Shanmugam
DWDan Wood
Dan Wood
RPRohit Pradhan
Rohit Pradhan
Purpose: Healthcare-associated infections (HAIs) place a significant financial burden on United States hospitals. HAI treatments extend hospital lengths of stay and increase hospital operational costs while significantly reducing hospital profit margins. Given these challenges, the research aim of this study was to explore the association between HAIs and hospital financial performance. A better understanding of this relationship can assist hospital leaders in optimizing the use of scarce financial resources to reduce HAI prevalence. Methods: Data for calendar year 2022 for active short-term acute care hospitals (n = 1454) in the US were analyzed using multiple linear regression analysis. We explored two derived dependent variables, operating expense per staffed bed and operating expense per discharge. The independent variables included four healthcare-associated infection rates: methicillin-resistant Staphylococcus aureus (MRSA) infection rate, Clostridium difficile (C. diff) infection rate, Catheter-Associated Urinary Tract Infection (CAUTI) rate, and Central Line Associated Blood Stream Infections (CLABSI). Appropriate organizational and market-level variables that may independently influence hospital financial performance were included as control variables. Results: The results revealed that C. diff (β: 0.037, p < 0.05) and CAUTI (β: 0.031, p < 0.05) rates were positively associated with an increase in operating expense per staffed bed, while increases in MRSA (β: 0.042, p < 0.001), C. diff (β: 0.062, p < 0.001), and CAUTI rates (β: 0.039, p < 0.001) were correlated with increased operating expenses per discharge. Conclusions: This study demonstrates that specific HAIs may be associated with increased hospital expenses. Proactively targeting these infections through tailored interventions may lead to reduced hospital costs, improved financial performance, and economic stability.

1 September 2024 in Risk Management and Healthcare Policy
Verified
Journal Article
Open access
PDF file
DWDan Wood
Dan Wood
Bradley BeauvaisBradley Beauvais
Bradley Beauvais
RSRodney X Sturdivant
Rodney X Sturdivant
FKForest S Kim
Forest S Kim
Purpose: This study explores the effects of CMS reimbursement financial penalties from the Hospital-Acquired Condition Reduction Program (HACRP) on hospital-acquired infections (HAI) in hospitals across the United States. Methods: Hospital-level data for 2896 hospitals in the United States were evaluated using multiple linear regression models with random effects analysis through a difference-in-differences study design to examine HAIs under the HACRP between hospitals that were financially penalized or not from calendar years 2013 to 2020. Results: This study showed significant differences from the pre-program Total HAC scores to the most recent reviewed year, validating the efficacy of the HACRP, and showing a reduction of overall HAIs over the years evaluated in the study. The multiple linear regression model with random effects analysis produced a significant (p < 0.001) interaction term between hospitals expected to be penalized in 2013 and each year evaluated in the study (− 0.412 estimate) confirming decreases in HAI scores, and overall decreases in HAIs across the years of the study. Notably, 98% of hospitals in the worst-performing, expected to be financially penalized quartile from 2013, were found to have decreased their HAIs in their facilities, while only 38.8% of hospital in the performing, non-penalized quartiles showed decreases in HAIs across their facilities, by 2020. Conclusion: Our research indicates that implementing financial disincentives through reimbursement reductions could potentially decrease the incidence of HAIs. Our study further suggests that incorporating financial penalties and incentives for HAIs annually across all hospitals may lead to significant reductions in HAIs throughout the US healthcare system.

1 October 2024 in Journal of Healthcare Leadership
Verified
Journal Article
Open access
PDF file
RPRohit Pradhan
Rohit Pradhan
Bradley BeauvaisBradley Beauvais
Bradley Beauvais
ZRZo Ramamonjiarivelo
Zo Ramamonjiarivelo
DDDiane Dolezel
Diane Dolezel
DWDan Wood
Dan Wood
RSRamalingam Shanmugam
Ramalingam Shanmugam
Introduction: Staffing is critical to hospital performance. However, in recent years, hospitals have struggled with severe staffing shortages, forcing them to rely on expensive agency staff to meet urgent patient care needs. This substitution of agency staff for permanent employees has raised concerns over its potential impact on financial stability. This study investigated the association of agency labor with hospital financial performance. Methods: Utilizing tenets from agency theory and transaction cost theory, data for the calendar year 2022 for active short-term acute care hospitals (n=2771) in the United States were analyzed using multivariable linear regression analysis. Hospital financial performance was assessed using three variables: net patient revenue, operating revenue per bed, and operating expense per bed. The independent variable was agency labor cost, representing the total expenditure on agency labor. Additionally, organizational and market-level control variables that may independently affect hospital financial performance were included. Results: Our regression findings indicated that agency labor cost was significantly associated with all three dependent variables: net patient revenue (β = 0.224, p < 0.001), operating revenue per bed (β = 0.042, p < 0.001), and operating expense per bed (β = 0.032, p < 0.001). Discussion: The results indicated that increased agency labor was associated with higher revenues, but it also corresponded with increased expenses. Therefore, hospitals should strategically use agency staffing to meet immediate operational needs while remaining cognizant of its financial implications. The judicious use of agency labor can help hospitals balance the benefits of increased revenue against higher costs, while ensuring that they still meet immediate patient needs.

27 August 2024 in Administrative Sciences
Verified
Journal Article
Open access
PDF file
Bradley BeauvaisBradley Beauvais
Bradley Beauvais
RPRohit Pradhan
Rohit Pradhan
DDDiane M Dolezel
Diane M Dolezel
RSRamalingam Shanmugam
Ramalingam Shanmugam
DWDan Wood
Dan Wood
ZRZo Ramamonjiarivelo
Zo Ramamonjiarivelo
Objectives: To address urgent staffing shortages, hospitals increasingly rely on agency labor. Given that staffing can significantly impact hospital performance, the aim of this study was to understand the organizational and market factors associated with agency labor utilization in US hospitals. Methods: Utilizing concepts from the Resource Dependence Theory (RDT), data for the calendar year 2022 for short-term acute care in United States hospitals (n = 2756) were analyzed with logistic regression analysis. We explored total agency labor expense (operationalized as a dichotomous variable at the 75th and 90th percentiles) in the presence of numerous organizational and market independent variables. Results: The results revealed that as markets become less complex (as measured by market concentration), the level of agency labor expense increases (β: 0.843, p < 0.001), while our chosen variables related to munificence (rural location; β: −1.634, p < 0.001) and dynamism (Medicare payor mix; β: −0.025, p < 0.001) were negatively associated with an increase in total agency labor expense. Conclusions: In general, our results appear to support the tenets of the RDT. We find that increased use of agency labor in hospitals is predicated on the hospital having the financial resources and flexibility to be able to afford the higher cost of agency labor.

29 May 2026 in Military Psychology
Verified
Journal Article
Closed access
DWDan Wood
Dan Wood
DFDouglas A. Foote
Douglas A. Foote
TOTheresa V. Osborne
Theresa V. Osborne
CVCarmen L. Vejar-Preece
Carmen L. Vejar-Preece
AFAllison L. Ferro
Allison L. Ferro
Adverse childhood experiences (ACEs) are well-documented risk factors for poor social, behavioral, and physical health outcomes, yet their impact on U.S. Service Members has not been comprehensively reviewed. This systematic review, registered with PROSPERO and conducted in accordance with PRISMA guidelines, examined the health outcomes associated with ACE exposure in military populations. A search across eight databases identified 707 articles; 21 peer-reviewed studies met inclusion criteria after screening. Most studies focused on Army personnel, with smaller representations of Marines, Air Force, and mixed-Service groups; no studies specifically examined Navy or Coast Guard personnel. Findings indicate that Service Members report higher ACE exposure than civilians, with consistent associations to adverse behavioral and health outcomes that threaten individual well-being and mission readiness. Despite increasing recognition of ACE-related challenges, gaps persist in military-specific policy, education, and intervention strategies. Efforts to standardize ACE screening protocols across national and international military collaborations could further strengthen prevention and intervention approaches. Additionally, expanding research into cross-cultural military contexts would provide valuable insight into how ACEs manifest differently across diverse environments. These results underscore the urgent need for ACE-informed policies and practices in recruitment, training, and ongoing support to mitigate the long-term effects of ACEs and sustain the resilience and readiness of the force.